{
 "generated": "2026-09-23",
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      "term": "data-analysis",
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      "term": "paper-drafting",
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     {
      "term": "literature-synthesis",
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   "href": "/templates/systematic-review",
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    {
     "person": "person:e2er-contributors",
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      "conceptualization"
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  {
   "id": "template:survey-experiment-design",
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    "discipline": [
     {
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     {
      "term": "experimental",
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     {
      "term": "research-design",
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    "uses": [
     "connector:survey-export"
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    {
     "person": "person:e2er-contributors",
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      "conceptualization"
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  {
   "id": "template:literature",
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    "registry": "e2er"
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     {
      "term": "literature-synthesis",
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     "connector:anthropic",
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     "connector:zotero-local",
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     "connector:openalex",
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     "connector:semantic-scholar",
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     "person": "person:e2er-contributors",
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      "software",
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   ],
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  },
  {
   "id": "template:paper-review",
   "kind": "template",
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    "registry": "e2er",
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    {
     "person": "person:e2er-contributors",
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      "software",
      "methodology"
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   ],
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   "id": "template:coarse-review",
   "kind": "template",
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    "registry": "github",
    "collection": "Davidvandijcke/coarse",
    "url": "https://github.com/Davidvandijcke/coarse"
   },
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   "maintainers": [
    "David Van Dijcke"
   ],
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     {
      "term": "general",
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     {
      "term": "referee-simulation",
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    ]
   },
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  },
  {
   "id": "template:did-staggered-panel",
   "kind": "template",
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   "status": "illustration",
   "version": "0.1.0",
   "source": {
    "registry": "illustrative"
   },
   "license": "MIT",
   "maintainers": [
    "Tomás Reyes"
   ],
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    "discipline": [
     {
      "term": "economics",
      "via": "declared"
     }
    ],
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     {
      "term": "empirical",
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      "term": "difference-in-differences",
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     {
      "term": "event-study",
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     {
      "term": "panel-fixed-effects",
      "via": "declared"
     }
    ],
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      "term": "research-design",
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     {
      "term": "data-analysis",
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     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "relations": {
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     "skill:e2er/econometrics/event-study",
     "skill:e2er/econometrics/panel-data"
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   },
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    {
     "person": "person:tomas-reyes",
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      "software"
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   "id": "template:rd-platform-policy",
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   "status": "illustration",
   "version": "0.1.0",
   "source": {
    "registry": "illustrative"
   },
   "license": "MIT",
   "maintainers": [
    "Noor Haddad"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "declared"
     }
    ],
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     {
      "term": "empirical",
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      "term": "regression-discontinuity",
      "via": "declared"
     }
    ],
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     {
      "term": "research-design",
      "via": "declared"
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     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
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     {
      "term": "referee-simulation",
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    ]
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   },
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    {
     "person": "person:noor-haddad",
     "roles": [
      "methodology",
      "software"
     ]
    }
   ],
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   "status": "illustration",
   "version": "0.1.0",
   "source": {
    "registry": "illustrative"
   },
   "license": "MIT",
   "maintainers": [
    "Tomás Reyes"
   ],
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    "discipline": [
     {
      "term": "economics",
      "via": "declared"
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    ],
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     {
      "term": "empirical",
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      "via": "declared"
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     {
      "term": "shift-share",
      "via": "declared"
     }
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      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
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     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
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   },
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     "person": "person:tomas-reyes",
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      "software"
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   "id": "template:event-study-finance",
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   "version": "0.1.0",
   "source": {
    "registry": "illustrative"
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   "license": "MIT",
   "maintainers": [
    "Lena Okafor"
   ],
   "facets": {
    "discipline": [
     {
      "term": "finance",
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      "term": "empirical",
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      "term": "data-analysis",
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      "term": "paper-drafting",
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     {
      "term": "referee-simulation",
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    ]
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     "skill:e2er/econometrics/event-study",
     "skill:hundredx-os/econometrics-event-study-finance"
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   },
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   "contributors": [
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     "person": "person:lena-okafor",
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      "software"
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    }
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  },
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   "id": "template:theory-building",
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   "summary": "Cross-disciplinary IS theory generation via bisociation: 60 disciplinary personas across 8 tiers in an iterative loop that converges on propositions, constructs and a research agenda.",
   "source": {
    "registry": "e2et",
    "collection": "src/theory_lab"
   },
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "declared"
     }
    ],
    "method": [
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      "term": "theoretical",
      "via": "declared"
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    ],
    "design": [],
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     {
      "term": "rq-formulation",
      "via": "declared"
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     {
      "term": "literature-synthesis",
      "via": "declared"
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     {
      "term": "hypothesis-generation",
      "via": "declared"
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     {
      "term": "formal-modeling",
      "via": "declared"
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     {
      "term": "referee-simulation",
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    ]
   },
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     "agent:e2et/evaluator",
     "agent:e2et/integrator",
     "agent:e2et/persona_agent",
     "agent:e2et/phenomenologist",
     "agent:e2et/scout_director",
     "agent:e2et/synthesizer"
    ]
   },
   "href": "/templates/theory-building",
   "contributors": [
    {
     "person": "person:e2et-contributors",
     "roles": [
      "software",
      "methodology",
      "conceptualization"
     ]
    }
   ],
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  {
   "id": "template:grounded-theory-gioia",
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   "name": "Grounded theory with the Gioia method",
   "summary": "Builds a grounded model from interviews by moving from informant-centric concepts to researcher-centric themes and aggregate dimensions, following Gioia, Corley and Hamilton (2013).",
   "status": "illustration",
   "version": "0.1.0",
   "source": {
    "registry": "illustrative"
   },
   "license": "MIT",
   "maintainers": [
    "Ines Varga"
   ],
   "facets": {
    "discipline": [
     {
      "term": "organization-science",
      "via": "declared"
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     {
      "term": "information-systems",
      "via": "declared"
     },
     {
      "term": "social-sciences",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "qualitative",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     }
    ]
   },
   "relations": {
    "uses": [
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     "skill:illustrative/gioia-data-structure",
     "agent:illustrative/first_order_coder",
     "agent:illustrative/second_order_theorist",
     "connector:interview-transcripts"
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   },
   "href": "/templates/grounded-theory-gioia",
   "contributors": [
    {
     "person": "person:ines-varga",
     "roles": [
      "methodology",
      "conceptualization"
     ]
    }
   ],
   "url": "https://e2er.org/templates/grounded-theory-gioia"
  },
  {
   "id": "template:disciplined-imagination",
   "kind": "template",
   "name": "Theory construction as disciplined imagination",
   "summary": "Generates many heterogeneous conjectures about a problem and selects among them with criteria declared in advance, following Weick (1989).",
   "status": "illustration",
   "version": "0.1.0",
   "source": {
    "registry": "illustrative"
   },
   "license": "MIT",
   "maintainers": [
    "Jun Sato"
   ],
   "facets": {
    "discipline": [
     {
      "term": "organization-science",
      "via": "declared"
     },
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "formal-modeling",
      "via": "declared"
     }
    ]
   },
   "relations": {
    "uses": [
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     "skill:illustrative/selection-criteria",
     "agent:illustrative/second_order_theorist",
     "agent:illustrative/conjecture_generator",
     "agent:illustrative/selection_judge"
    ]
   },
   "href": "/templates/disciplined-imagination",
   "contributors": [
    {
     "person": "person:jun-sato",
     "roles": [
      "methodology",
      "conceptualization"
     ]
    }
   ],
   "url": "https://e2er.org/templates/disciplined-imagination"
  },
  {
   "id": "agent:idea_developer",
   "kind": "agent",
   "name": "idea_developer",
   "summary": "Must write paper_plan.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/base/researcher",
     "skill:e2er/base/economist",
     "skill:e2er/reasoning/creative-ideation",
     "skill:e2er/reasoning/novelty"
    ]
   },
   "href": "/specialists/idea_developer",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/idea_developer"
  },
  {
   "id": "agent:literature_scanner",
   "kind": "agent",
   "name": "literature_scanner",
   "summary": "Must write literature_review.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-synthesis",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/base/researcher",
     "skill:e2er/synthesis/context-builder"
    ]
   },
   "href": "/specialists/literature_scanner",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/literature_scanner"
  },
  {
   "id": "agent:data_architect",
   "kind": "agent",
   "name": "data_architect",
   "summary": "Must write data_dictionary.json.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/data/query-data",
     "skill:e2er/data/blockchain",
     "skill:e2er/data/crypto-defi",
     "skill:e2er/base/economist",
     "skill:e2er/data/allium-cli",
     "skill:e2er/data/allium-developer-api",
     "skill:e2er/data/yfinance",
     "skill:e2er/data/fred"
    ]
   },
   "href": "/specialists/data_architect",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/data_architect"
  },
  {
   "id": "agent:identification_strategist",
   "kind": "agent",
   "name": "identification_strategist",
   "summary": "Must write identification_strategy.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [
     {
      "term": "natural-experiment",
      "via": "inferred",
      "rule": "design-natural-experiment"
     }
    ],
    "stage": [
     {
      "term": "research-design",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/causal-inference/judge-designs",
     "skill:e2er/causal-inference/natural-experiments",
     "skill:e2er/reasoning/identification",
     "skill:e2er/causal-inference/identification-spec-schema"
    ]
   },
   "href": "/specialists/identification_strategist",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/identification_strategist"
  },
  {
   "id": "agent:econometrics_specialist",
   "kind": "agent",
   "name": "econometrics_specialist",
   "summary": "Must write econometric_spec.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [
     {
      "term": "difference-in-differences",
      "via": "inferred",
      "rule": "design-did"
     },
     {
      "term": "instrumental-variables",
      "via": "inferred",
      "rule": "design-iv"
     },
     {
      "term": "event-study",
      "via": "inferred",
      "rule": "design-event-study"
     },
     {
      "term": "panel-fixed-effects",
      "via": "inferred",
      "rule": "design-panel"
     }
    ],
    "stage": [
     {
      "term": "research-design",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/data/query-data",
     "skill:e2er/econometrics/iv-estimation",
     "skill:e2er/econometrics/did",
     "skill:e2er/econometrics/panel-data",
     "skill:e2er/econometrics/event-study",
     "skill:e2er/econometrics/estimation-results-schema"
    ]
   },
   "href": "/specialists/econometrics_specialist",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/econometrics_specialist"
  },
  {
   "id": "agent:data_analyst",
   "kind": "agent",
   "name": "data_analyst",
   "summary": "Must write data_summary.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [
     {
      "term": "panel-fixed-effects",
      "via": "inferred",
      "rule": "design-panel"
     }
    ],
    "stage": [
     {
      "term": "data-analysis",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/data/query-data",
     "skill:e2er/data/cleaning",
     "skill:e2er/data/figure-spec",
     "skill:e2er/econometrics/panel-data",
     "skill:e2er/data/allium-cli",
     "skill:e2er/data/allium-developer-api",
     "skill:e2er/data/yfinance",
     "skill:e2er/data/fred",
     "skill:e2er/data/summary-statistics-schema"
    ]
   },
   "href": "/specialists/data_analyst",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/data_analyst"
  },
  {
   "id": "agent:theory_specialist",
   "kind": "agent",
   "name": "theory_specialist",
   "summary": "Must write model_spec.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "inferred",
      "rule": "method-theoretical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/base/economist",
     "skill:e2er/modeling/game-theory",
     "skill:e2er/modeling/asset-pricing",
     "skill:e2er/math/proof-strategies",
     "skill:e2er/reasoning/identification"
    ]
   },
   "href": "/specialists/theory_specialist",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/theory_specialist"
  },
  {
   "id": "agent:paper_drafter",
   "kind": "agent",
   "name": "paper_drafter",
   "summary": "Must write paper_draft.tex.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/writing/paper-structure",
     "skill:e2er/writing/personal-style",
     "skill:e2er/base/researcher",
     "skill:e2er/writing/cite-numbers-by-source",
     "skill:e2er/data/table-spec"
    ]
   },
   "href": "/specialists/paper_drafter",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/paper_drafter"
  },
  {
   "id": "agent:section_writer",
   "kind": "agent",
   "name": "section_writer",
   "summary": "Must write paper_draft.tex.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/writing/paper-structure",
     "skill:e2er/writing/personal-style",
     "skill:e2er/reasoning/anti-slop",
     "skill:e2er/writing/cite-numbers-by-source",
     "skill:e2er/data/table-spec"
    ]
   },
   "href": "/specialists/section_writer",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/section_writer"
  },
  {
   "id": "agent:abstract_writer",
   "kind": "agent",
   "name": "abstract_writer",
   "summary": "Must write abstract.tex.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/writing/abstract",
     "skill:e2er/reasoning/anti-slop",
     "skill:e2er/writing/cite-numbers-by-source"
    ]
   },
   "href": "/specialists/abstract_writer",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/abstract_writer"
  },
  {
   "id": "agent:latex_formatter",
   "kind": "agent",
   "name": "latex_formatter",
   "summary": "Must write paper_draft.tex.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "inferred",
      "rule": "method-theoretical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "dissemination",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/latex/econ-model",
     "skill:e2er/latex/tables"
    ]
   },
   "href": "/specialists/latex_formatter",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/latex_formatter"
  },
  {
   "id": "agent:mechanism_reviewer",
   "kind": "agent",
   "name": "mechanism_reviewer",
   "summary": "Must write review_mechanism.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/review/referee-simulation",
     "skill:e2er/modeling/market-microstructure"
    ]
   },
   "href": "/specialists/mechanism_reviewer",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/mechanism_reviewer"
  },
  {
   "id": "agent:technical_reviewer",
   "kind": "agent",
   "name": "technical_reviewer",
   "summary": "Must write review_technical.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/review/technical-review",
     "skill:e2er/review/consistency-check"
    ]
   },
   "href": "/specialists/technical_reviewer",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/technical_reviewer"
  },
  {
   "id": "agent:literature_reviewer",
   "kind": "agent",
   "name": "literature_reviewer",
   "summary": "Must write review_literature.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     },
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/review/referee-simulation",
     "skill:e2er/synthesis/context-builder"
    ]
   },
   "href": "/specialists/literature_reviewer",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/literature_reviewer"
  },
  {
   "id": "agent:writing_reviewer",
   "kind": "agent",
   "name": "writing_reviewer",
   "summary": "Must write review_writing.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/review/writing-quality",
     "skill:e2er/reasoning/anti-slop"
    ]
   },
   "href": "/specialists/writing_reviewer",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/writing_reviewer"
  },
  {
   "id": "agent:data_reviewer",
   "kind": "agent",
   "name": "data_reviewer",
   "summary": "Must write review_data.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/review/data-quality",
     "skill:e2er/data/cleaning"
    ]
   },
   "href": "/specialists/data_reviewer",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/data_reviewer"
  },
  {
   "id": "agent:identification_reviewer",
   "kind": "agent",
   "name": "identification_reviewer",
   "summary": "Must write review_identification.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     },
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/causal-inference/sensitivity",
     "skill:e2er/review/technical-review"
    ]
   },
   "href": "/specialists/identification_reviewer",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/identification_reviewer"
  },
  {
   "id": "agent:self_attacker",
   "kind": "agent",
   "name": "self_attacker",
   "summary": "Must write self_attack_report.json.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     },
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/review/referee-simulation",
     "skill:e2er/reasoning/argument-audit",
     "skill:e2er/causal-inference/sensitivity"
    ]
   },
   "href": "/specialists/self_attacker",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/self_attacker"
  },
  {
   "id": "agent:polish_formula",
   "kind": "agent",
   "name": "polish_formula",
   "summary": "Must write polish_formula.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "inferred",
      "rule": "method-theoretical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/latex/econ-model",
     "skill:e2er/math/optimization-verification"
    ]
   },
   "href": "/specialists/polish_formula",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/polish_formula"
  },
  {
   "id": "agent:polish_numerics",
   "kind": "agent",
   "name": "polish_numerics",
   "summary": "Must write polish_numerics.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/data/cleaning",
     "skill:e2er/review/consistency-check"
    ]
   },
   "href": "/specialists/polish_numerics",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/polish_numerics"
  },
  {
   "id": "agent:polish_institutions",
   "kind": "agent",
   "name": "polish_institutions",
   "summary": "Must write polish_institutions.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/base/economist",
     "skill:e2er/data/crypto-defi"
    ]
   },
   "href": "/specialists/polish_institutions",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/polish_institutions"
  },
  {
   "id": "agent:polish_bibliography",
   "kind": "agent",
   "name": "polish_bibliography",
   "summary": "Must write polish_bibliography.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/latex/bibtex",
     "skill:e2er/synthesis/context-builder"
    ]
   },
   "href": "/specialists/polish_bibliography",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/polish_bibliography"
  },
  {
   "id": "agent:polish_equilibria",
   "kind": "agent",
   "name": "polish_equilibria",
   "summary": "Must write polish_equilibria.md.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "inferred",
      "rule": "method-theoretical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/modeling/game-theory",
     "skill:e2er/math/proof-strategies"
    ]
   },
   "href": "/specialists/polish_equilibria",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/polish_equilibria"
  },
  {
   "id": "agent:revisor",
   "kind": "agent",
   "name": "revisor",
   "summary": "Must write paper_draft.tex.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/writing/paper-structure",
     "skill:e2er/writing/personal-style",
     "skill:e2er/reasoning/anti-slop",
     "skill:e2er/writing/cite-numbers-by-source"
    ]
   },
   "href": "/specialists/revisor",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/revisor"
  },
  {
   "id": "agent:patch_revisor",
   "kind": "agent",
   "name": "patch_revisor",
   "summary": "Must write paper_draft.tex.edits.json.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/writing/scoped-revision",
     "skill:e2er/writing/cite-numbers-by-source",
     "skill:e2er/writing/personal-style",
     "skill:e2er/reasoning/anti-slop"
    ]
   },
   "href": "/specialists/patch_revisor",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/patch_revisor"
  },
  {
   "id": "agent:replication_packager",
   "kind": "agent",
   "name": "replication_packager",
   "summary": "Must write replication/estimation.py.",
   "status": "prototype",
   "source": {
    "registry": "e2er",
    "collection": "src/core/specialists/registry.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "replication",
      "via": "inferred",
      "rule": "method-replication"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "replication",
      "via": "mapped",
      "from": "agent-stage-table"
     }
    ]
   },
   "relations": {
    "uses": [
     "skill:e2er/data/cleaning",
     "skill:e2er/base/researcher",
     "skill:e2er/synthesis/replication-package"
    ]
   },
   "href": "/specialists/replication_packager",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/replication_packager"
  },
  {
   "id": "agent:e2et/cartographer",
   "kind": "agent",
   "name": "cartographer",
   "summary": "Pre-round agent that maps the existing theory landscape around a refined phenomenon, identifying gaps and cross-disciplinary opportunities.",
   "status": "in-place",
   "source": {
    "registry": "e2et",
    "collection": "src/theory_lab/agents/cartographer.py"
   },
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-synthesis",
      "via": "mapped",
      "from": "e2et-agent-table"
     }
    ]
   },
   "href": "/specialists/theory-lab/cartographer",
   "contributors": [
    {
     "person": "person:e2et-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/theory-lab/cartographer"
  },
  {
   "id": "agent:e2et/evaluator",
   "kind": "agent",
   "name": "evaluator",
   "summary": "Evaluates the synthesized theory against four criteria grounded in IS theory-building methodology: 1. Novelty — Does the theory offer genuinely new insight? (Koestler) 2. Explanatory Coherence — Is the theory internally consistent? (Thagard) 3. Falsifiability — Are predictions specific and testable? (Popper) 4. Boundary Clarity — Are scope conditions well-defined? (Whetten) Produces a pass/fail decision, per-persona feedback for the next round, and improvement suggestions.",
   "status": "in-place",
   "source": {
    "registry": "e2et",
    "collection": "src/theory_lab/agents/evaluator.py"
   },
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "e2et-agent-table"
     }
    ]
   },
   "href": "/specialists/theory-lab/evaluator",
   "contributors": [
    {
     "person": "person:e2et-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/theory-lab/evaluator"
  },
  {
   "id": "agent:e2et/integrator",
   "kind": "agent",
   "name": "integrator",
   "summary": "Post-convergence agent that transforms raw propositions, constructs, and mechanisms into a coherent, integrated theoretical framework with: 1. A narrative connecting all propositions 2. A construct relationship matrix 3. A nomological network (proposition-construct-mechanism links) 4. A Mermaid diagram for visual representation 5. Testable predictions derived from the framework",
   "status": "in-place",
   "source": {
    "registry": "e2et",
    "collection": "src/theory_lab/agents/integrator.py"
   },
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "e2et-agent-table"
     }
    ]
   },
   "href": "/specialists/theory-lab/integrator",
   "contributors": [
    {
     "person": "person:e2et-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/theory-lab/integrator"
  },
  {
   "id": "agent:e2et/persona_agent",
   "kind": "agent",
   "name": "persona_agent",
   "summary": "A single parameterized agent that generates a transfer report for a given disciplinary persona. Each persona is differentiated by its skill file and canonical models from the persona roster. The agent: 1. Loads the persona's skill file for domain expertise 2. Optionally searches the shared KB for relevant literature 3. Generates a transfer report mapping a canonical model to the phenomenon 4. Detects potential bisociation connections with other disciplines 5. Accepts prior round feedback when round > 1",
   "status": "in-place",
   "source": {
    "registry": "e2et",
    "collection": "src/theory_lab/agents/persona_agent.py"
   },
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "mapped",
      "from": "e2et-agent-table"
     }
    ]
   },
   "href": "/specialists/theory-lab/persona_agent",
   "contributors": [
    {
     "person": "person:e2et-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/theory-lab/persona_agent"
  },
  {
   "id": "agent:e2et/phenomenologist",
   "kind": "agent",
   "name": "phenomenologist",
   "summary": "Pre-round agent that refines a raw phenomenon seed into a structured phenomenon analysis suitable for theory landscape mapping.",
   "status": "in-place",
   "source": {
    "registry": "e2et",
    "collection": "src/theory_lab/agents/phenomenologist.py"
   },
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "mapped",
      "from": "e2et-agent-table"
     }
    ]
   },
   "href": "/specialists/theory-lab/phenomenologist",
   "contributors": [
    {
     "person": "person:e2et-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/theory-lab/phenomenologist"
  },
  {
   "id": "agent:e2et/scout_director",
   "kind": "agent",
   "name": "scout_director",
   "summary": "Pre-round agent that selects core team and guest pool personas from the roster, based on the phenomenon and theory landscape analysis.",
   "status": "in-place",
   "source": {
    "registry": "e2et",
    "collection": "src/theory_lab/agents/scout_director.py"
   },
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "research-design",
      "via": "mapped",
      "from": "e2et-agent-table"
     }
    ]
   },
   "href": "/specialists/theory-lab/scout_director",
   "contributors": [
    {
     "person": "person:e2et-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/specialists/theory-lab/scout_director"
  },
  {
   "id": "agent:e2et/synthesizer",
   "kind": "agent",
   "name": "synthesizer",
   "summary": "Integrates persona transfer reports into a coherent theoretical framework through a 3-batch, 7-micro-stage synthesis pipeline: Batch 1: Abduction → Articulation → Coherence Batch 2: Formalization → Severe Test Batch 3: Story Check → Type Check Each batch is a single Claude Code invocation. The pipeline is grounded in: - Peirce's abduction (surprising fact → best explanation) - Whetten's What/How/Why (theory anatomy) - Thagard's coherence (explanatory consistency) - Borsboom's TCM (theoretical construct measurement) - Popper's falsification (severe testing) - Gregor's IS theory taxonomy (theory type classification) - Shepherd & Suddaby's storytelling (narrative coherence)",
   "status": "in-place",
   "source": {
    "registry": "e2et",
    "collection": "src/theory_lab/agents/synthesizer.py"
   },
   "maintainers": [
    "Björn Hanneke"
   ],
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    "design": [
     {
      "term": "natural-experiment",
      "via": "inferred",
      "rule": "design-natural-experiment"
     }
    ],
    "stage": [
     {
      "term": "research-design",
      "via": "mapped",
      "from": "e2er-folder:causal-inference"
     }
    ]
   },
   "href": "/skills/e2er/causal-inference/natural-experiments",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/causal-inference/natural-experiments"
  },
  {
   "id": "skill:e2er/causal-inference/sensitivity",
   "kind": "skill",
   "name": "Sensitivity Analysis for Causal Inference",
   "summary": "No observational study can prove that unobserved confounding is absent. Sensitivity analysis asks: how large would unobserved confounding need to be to overturn the estimated causal effect? This shifts the question from \"is there confounding?\" (unanswerable) to \"how much confounding would be needed?\" (quantifiable and interpretable).",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/causal-inference/sensitivity.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "research-design",
      "via": "mapped",
      "from": "e2er-folder:causal-inference"
     }
    ]
   },
   "href": "/skills/e2er/causal-inference/sensitivity",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/causal-inference/sensitivity"
  },
  {
   "id": "skill:e2er/causal-inference/shift-share",
   "kind": "skill",
   "name": "Shift-Share (Bartik) Instruments",
   "summary": "A shift-share instrument has the form:",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/causal-inference/shift-share.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [
     {
      "term": "instrumental-variables",
      "via": "inferred",
      "rule": "design-iv"
     },
     {
      "term": "shift-share",
      "via": "inferred",
      "rule": "design-shift-share"
     }
    ],
    "stage": [
     {
      "term": "research-design",
      "via": "mapped",
      "from": "e2er-folder:causal-inference"
     }
    ]
   },
   "href": "/skills/e2er/causal-inference/shift-share",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/causal-inference/shift-share"
  },
  {
   "id": "skill:e2er/causal-inference/weak-instruments",
   "kind": "skill",
   "name": "Weak Instruments",
   "summary": "An instrument is \"weak\" when it is only slightly correlated with the endogenous variable. Formally, the concentration parameter (a function of the first-stage coefficients and the covariance structure) is small. Under weak instruments:",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/causal-inference/weak-instruments.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [
     {
      "term": "instrumental-variables",
      "via": "inferred",
      "rule": "design-iv"
     }
    ],
    "stage": [
     {
      "term": "research-design",
      "via": "mapped",
      "from": "e2er-folder:causal-inference"
     }
    ]
   },
   "href": "/skills/e2er/causal-inference/weak-instruments",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/causal-inference/weak-instruments"
  },
  {
   "id": "skill:e2er/data/allium-cli",
   "kind": "skill",
   "name": "Allium queries via the gatekeeper CLI",
   "summary": "This skill applies when the pipeline runs under `LLM_BACKEND=claude_code` (Claude Code CLI). In that mode you have **no direct access to Allium's HTTP API**. Instead, you invoke the bash command `e2er-data allium`, which validates your query against the same 5 guardrails as the JSON-tool `query_allium` (used in API-backend mode), then forwards approved queries to Allium and reports results back.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/allium-cli.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/allium-cli",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/allium-cli"
  },
  {
   "id": "skill:e2er/data/allium-developer-api",
   "kind": "skill",
   "name": "Allium Developer-tier API (when SQL Explorer is unavailable)",
   "summary": "If `e2er-data allium list-tables` returns empty or `Allium run failed`, the account is on the **Developer tier**, not Explorer. The SQL surface (`feasibility`, `production`, `list-tables`, `describe-table`, `distinct-values`) is NOT available — using it wastes the rate budget.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/allium-developer-api.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/allium-developer-api",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/allium-developer-api"
  },
  {
   "id": "skill:e2er/data/blockchain",
   "kind": "skill",
   "name": "Blockchain Data Skill",
   "summary": "Blockchain data is:",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/blockchain.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/blockchain",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/blockchain"
  },
  {
   "id": "skill:e2er/data/byod",
   "kind": "skill",
   "name": "Bring Your Own Data (BYOD)",
   "summary": "When the data module is disabled (`DATA_MODULE_ENABLED=false`) or the researcher has uploaded files via `POST /api/papers/{id}/files`, the pipeline runs without Allium. Specialists work with researcher-supplied files directly.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/byod.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/byod",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/byod"
  },
  {
   "id": "skill:e2er/data/cleaning",
   "kind": "skill",
   "name": "Data Cleaning Best Practices for Economics Research",
   "summary": "Clean data is the foundation of credible empirical work. This guide covers systematic approaches to data cleaning for economic datasets, with emphasis on panel data, survey data, and administrative records commonly used in applied economics.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/cleaning.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/cleaning",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/cleaning"
  },
  {
   "id": "skill:e2er/data/crypto-defi",
   "kind": "skill",
   "name": "Crypto & DeFi Data Skill",
   "summary": "SELECT block_timestamp, tx_hash, pool_address, token_in, token_out, amount_in_usd, amount_out_usd, sender AS trader FROM ethereum.defi.ez_dex_swaps WHERE platform = 'uniswap-v3' AND block_timestamp >= '2023-01-01' ORDER BY block_timestamp;",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/crypto-defi.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/crypto-defi",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/crypto-defi"
  },
  {
   "id": "skill:e2er/data/figure-spec",
   "kind": "skill",
   "name": "Figure Specification Format",
   "summary": "When producing figures, output a `figure_spec.json` file with actual data values. The pipeline renders these specs into publication-quality PDFs deterministically. Do NOT write matplotlib/seaborn code or attempt to generate figures yourself.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/figure-spec.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/figure-spec",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/figure-spec"
  },
  {
   "id": "skill:e2er/data/fred",
   "kind": "skill",
   "name": "FRED via `e2er-data fred`",
   "summary": "Federal Reserve Economic Data — the gold standard for US (and increasingly global) macro time series. Free, ~30s to register at https://fredaccount.stlouisfed.org/apikey. Once `FRED_API_KEY` is set in `.env`, every `e2er-data fred …` subcommand works.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/fred.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/fred",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/fred"
  },
  {
   "id": "skill:e2er/data/query-data",
   "kind": "skill",
   "name": "Querying the local data warehouse with `e2er-data query`",
   "summary": "When the researcher's data has been imported into this paper's SQLite warehouse, your context contains a **\"Local Data Warehouse (data.db)\"** block listing every table — its columns + types, row count, and a few sample rows. Run **read-only SQL** against that warehouse with the `e2er-data query` command (via Bash):",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/query-data.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/query-data",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/query-data"
  },
  {
   "id": "skill:e2er/data/summary-statistics-schema",
   "kind": "skill",
   "name": "`summary_statistics.json` — Data Analyst Sidecar",
   "summary": "After the data acquisition + cleaning + variable construction is complete, you write the descriptive statistics of the assembled analysis dataset to a machine-readable JSON file: `summary_statistics.json`.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/summary-statistics-schema.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/summary-statistics-schema",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/summary-statistics-schema"
  },
  {
   "id": "skill:e2er/data/table-spec",
   "kind": "skill",
   "name": "Table Specification Format",
   "summary": "When producing a regression / results table, output a `table_spec.json` file that declares the table's STRUCTURE — which specifications are the columns and which coefficients / statistics are the rows. The pipeline fills the numbers",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/table-spec.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/table-spec",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/table-spec"
  },
  {
   "id": "skill:e2er/data/visualization",
   "kind": "skill",
   "name": "Data Visualization Guide for Economics Research",
   "summary": "Use when showing the relationship between two continuous variables across units.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/visualization.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/visualization",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/visualization"
  },
  {
   "id": "skill:e2er/data/yfinance",
   "kind": "skill",
   "name": "Yahoo Finance via `e2er-data yfinance`",
   "summary": "Free public market data — equities, ETFs, mutual funds, crypto, FX, indices. No API key. Goes through the same `e2er-data` gatekeeper that fronts Allium and the other data sources.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/data/yfinance.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
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      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "mapped",
      "from": "e2er-folder:data"
     }
    ]
   },
   "href": "/skills/e2er/data/yfinance",
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    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/data/yfinance"
  },
  {
   "id": "skill:e2er/econometrics/did",
   "kind": "skill",
   "name": "Difference-in-Differences",
   "summary": "$$Y_{it} = \\alpha + \\beta \\cdot \\text{Post}_t \\cdot \\text{Treated}_i + \\gamma_i + \\delta_t + \\varepsilon_{it}$$",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/econometrics/did.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [
     {
      "term": "difference-in-differences",
      "via": "inferred",
      "rule": "design-did"
     }
    ],
    "stage": [
     {
      "term": "data-analysis",
      "via": "mapped",
      "from": "e2er-folder:econometrics"
     }
    ]
   },
   "href": "/skills/e2er/econometrics/did",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
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    }
   ],
   "url": "https://e2er.org/skills/e2er/econometrics/did"
  },
  {
   "id": "skill:e2er/econometrics/estimation-results-schema",
   "kind": "skill",
   "name": "`estimation_results.json` — Econometrics Specialist Sidecar",
   "summary": "When you actually run estimation (not just specify the model on paper), you write the point estimates, standard errors, test statistics, and diagnostic numbers to a machine-readable JSON file: `estimation_results.json`. Robustness specifications go into the optional `robustness_results.json`.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/econometrics/estimation-results-schema.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
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      "rule": "method-empirical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "mapped",
      "from": "e2er-folder:econometrics"
     }
    ]
   },
   "href": "/skills/e2er/econometrics/estimation-results-schema",
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    {
     "person": "person:e2er-contributors",
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   ],
   "url": "https://e2er.org/skills/e2er/econometrics/estimation-results-schema"
  },
  {
   "id": "skill:e2er/econometrics/event-study",
   "kind": "skill",
   "name": "Financial Event Studies",
   "summary": "A financial event study measures the impact of an event (announcement, regulation, shock) on security prices by estimating abnormal returns — the difference between actual returns and expected returns absent the event. The method exploits the assumption that in efficient markets, prices adjust quickly to new information.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/econometrics/event-study.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
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     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [
     {
      "term": "event-study",
      "via": "inferred",
      "rule": "design-event-study"
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    ],
    "stage": [
     {
      "term": "data-analysis",
      "via": "mapped",
      "from": "e2er-folder:econometrics"
     }
    ]
   },
   "href": "/skills/e2er/econometrics/event-study",
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    {
     "person": "person:e2er-contributors",
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      "software",
      "methodology"
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    }
   ],
   "url": "https://e2er.org/skills/e2er/econometrics/event-study"
  },
  {
   "id": "skill:e2er/econometrics/iv-estimation",
   "kind": "skill",
   "name": "Instrumental Variables Estimation",
   "summary": "OLS is inconsistent when an endogenous regressor is correlated with the error term. Sources: omitted variables, simultaneity, measurement error. IV methods resolve this by isolating exogenous variation through instruments.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/econometrics/iv-estimation.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
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     }
    ],
    "method": [
     {
      "term": "empirical",
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      "rule": "method-empirical"
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    ],
    "design": [
     {
      "term": "instrumental-variables",
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      "rule": "design-iv"
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    ],
    "stage": [
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      "term": "data-analysis",
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      "from": "e2er-folder:econometrics"
     }
    ]
   },
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    {
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    }
   ],
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  },
  {
   "id": "skill:e2er/econometrics/panel-data",
   "kind": "skill",
   "name": "Panel Data Methods",
   "summary": "Panel data (longitudinal data) tracks the same units (individuals, firms, countries) across multiple time periods. The repeated observations allow researchers to control for unobserved time-invariant heterogeneity, which is the central advantage of panel methods over cross-sectional analysis.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/econometrics/panel-data.md",
    "commit": "3b91f0e"
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   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
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    ],
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     {
      "term": "empirical",
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      "rule": "method-empirical"
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    "design": [
     {
      "term": "panel-fixed-effects",
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      "rule": "design-panel"
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    ],
    "stage": [
     {
      "term": "data-analysis",
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      "from": "e2er-folder:econometrics"
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    ]
   },
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   "id": "skill:e2er/econometrics/rdd",
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   "name": "Regression Discontinuity Design",
   "summary": "Regression discontinuity (RD) exploits a known threshold in a running variable (also called score, forcing variable, or assignment variable) that determines treatment assignment. Units just above and just below the cutoff are assumed to be comparable in all respects except treatment status, creating a local quasi-experiment at the cutoff.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
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   "maintainers": [
    "E2ER contributors"
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   "facets": {
    "discipline": [
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      "term": "economics",
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    ],
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     {
      "term": "empirical",
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     {
      "term": "regression-discontinuity",
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      "term": "data-analysis",
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      "from": "e2er-folder:econometrics"
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   },
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     "person": "person:e2er-contributors",
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  },
  {
   "id": "skill:e2er/econometrics/time-series",
   "kind": "skill",
   "name": "Time Series Econometrics",
   "summary": "Time series methods model the temporal dependence structure in financial and economic data. The core challenge is distinguishing genuine predictability from spurious correlation induced by persistence, non-stationarity, or structural breaks.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/econometrics/time-series.md",
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   "maintainers": [
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   "facets": {
    "discipline": [
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      "term": "economics",
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    ],
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   "href": "/skills/e2er/econometrics/time-series",
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  },
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   "id": "skill:e2er/latex/bibtex",
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   "name": "BibTeX Conventions for Economics",
   "summary": "Guidelines for maintaining clean, consistent, and complete BibTeX databases for economics research. These conventions follow the norms of top economics journals and the `natbib` citation system.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
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    "commit": "3b91f0e"
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   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
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      "via": "mapped",
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     }
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    "stage": [
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      "term": "dissemination",
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      "from": "e2er-folder:latex"
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    ]
   },
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   ],
   "url": "https://e2er.org/skills/e2er/latex/bibtex"
  },
  {
   "id": "skill:e2er/latex/econ-model",
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   "name": "LaTeX Conventions for Economic Models",
   "summary": "Guidelines for typesetting economic theory in LaTeX. Follow these conventions to produce clean, readable, publication-quality mathematical economics.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/latex/econ-model.md",
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   "maintainers": [
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   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
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     {
      "term": "dissemination",
      "via": "mapped",
      "from": "e2er-folder:latex"
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    ]
   },
   "href": "/skills/e2er/latex/econ-model",
   "contributors": [
    {
     "person": "person:e2er-contributors",
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      "software",
      "methodology"
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   ],
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  },
  {
   "id": "skill:e2er/latex/tables",
   "kind": "skill",
   "name": "LaTeX Tables for Economics Publications",
   "summary": "Guidelines for producing publication-ready regression tables, summary statistics, and other tabular output in economics papers. These conventions follow the style of top economics journals (AER, QJE, Econometrica, REStud, JPE).",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/latex/tables.md",
    "commit": "3b91f0e"
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   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "dissemination",
      "via": "mapped",
      "from": "e2er-folder:latex"
     }
    ]
   },
   "href": "/skills/e2er/latex/tables",
   "contributors": [
    {
     "person": "person:e2er-contributors",
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      "methodology"
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   ],
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  },
  {
   "id": "skill:e2er/math/optimization-verification",
   "kind": "skill",
   "name": "Optimization Verification",
   "summary": "This skill covers computational verification of optimization problems: KKT conditions, second-order conditions, comparative statics, and economic applications. All code should be self-contained Python using numpy, scipy, sympy.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
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   "maintainers": [
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   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
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    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "mapped",
      "from": "e2er-folder:math"
     }
    ]
   },
   "href": "/skills/e2er/math/optimization-verification",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
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  },
  {
   "id": "skill:e2er/math/proof-strategies",
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   "name": "Mathematical Proof Strategies",
   "summary": "This skill guides the selection and implementation of computational proof methods. The goal is to translate mathematical propositions into self-contained Python scripts that produce a clear VERDICT: PROVED, DISPROVED, or INCONCLUSIVE.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
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   "maintainers": [
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   ],
   "facets": {
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      "term": "economics",
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    ],
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      "term": "theoretical",
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    ],
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      "term": "formal-modeling",
      "via": "mapped",
      "from": "e2er-folder:math"
     }
    ]
   },
   "href": "/skills/e2er/math/proof-strategies",
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     "person": "person:e2er-contributors",
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      "methodology"
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   ],
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  },
  {
   "id": "skill:e2er/modeling/asset-pricing",
   "kind": "skill",
   "name": "Asset Pricing and Factor Models",
   "summary": "Asset pricing studies why different securities earn different average returns. The central question: are return differences compensation for risk, or evidence of mispricing? The field operates through two main empirical approaches: cross-sectional regressions (Fama-MacBeth) and portfolio sorts.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/modeling/asset-pricing.md",
    "commit": "3b91f0e"
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   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
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      "term": "economics",
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    ],
    "method": [],
    "design": [],
    "stage": [
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      "term": "formal-modeling",
      "via": "mapped",
      "from": "e2er-folder:modeling"
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    ]
   },
   "href": "/skills/e2er/modeling/asset-pricing",
   "contributors": [
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     "person": "person:e2er-contributors",
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      "methodology"
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    }
   ],
   "url": "https://e2er.org/skills/e2er/modeling/asset-pricing"
  },
  {
   "id": "skill:e2er/modeling/game-theory",
   "kind": "skill",
   "name": "Game Theory for Platform Economics & IS Research",
   "summary": "This skill covers game theory as used in IS and platform economics research: strategic interaction in platform markets, mechanism design for digital systems, auction theory, and computational methods for verifying equilibria.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/modeling/game-theory.md",
    "commit": "3b91f0e"
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   "maintainers": [
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   ],
   "facets": {
    "discipline": [
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      "term": "economics",
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    ],
    "method": [
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      "term": "theoretical",
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    "stage": [
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      "term": "formal-modeling",
      "via": "mapped",
      "from": "e2er-folder:modeling"
     }
    ]
   },
   "href": "/skills/e2er/modeling/game-theory",
   "contributors": [
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     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/modeling/game-theory"
  },
  {
   "id": "skill:e2er/modeling/market-microstructure",
   "kind": "skill",
   "name": "Market Microstructure",
   "summary": "Market microstructure studies how the mechanics of trading — order flow, dealer behavior, information asymmetry, and market design — affect price formation, liquidity, and transaction costs. It bridges financial theory (efficient markets, rational expectations) with the institutional reality of how markets operate.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/modeling/market-microstructure.md",
    "commit": "3b91f0e"
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   "license": "MIT",
   "maintainers": [
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   ],
   "facets": {
    "discipline": [
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      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "mapped",
      "from": "e2er-folder:modeling"
     }
    ]
   },
   "href": "/skills/e2er/modeling/market-microstructure",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/modeling/market-microstructure"
  },
  {
   "id": "skill:e2er/reasoning/anti-slop",
   "kind": "skill",
   "name": "Anti-Slop Writing Standards",
   "summary": "Academic papers fail not from being wrong, but from being vague. Apply these rules to every sentence you write.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/reasoning/anti-slop.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "mapped",
      "from": "e2er-folder:reasoning"
     }
    ]
   },
   "href": "/skills/e2er/reasoning/anti-slop",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/reasoning/anti-slop"
  },
  {
   "id": "skill:e2er/reasoning/argument-audit",
   "kind": "skill",
   "name": "Argument Coherence Audit",
   "summary": "A publishable paper makes a single coherent argument. Every section exists to advance that argument. This procedure identifies where the argument breaks down -- where claims are unsupported, where sections don't connect, and where the reader would lose the thread.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/reasoning/argument-audit.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "mapped",
      "from": "e2er-folder:reasoning"
     }
    ]
   },
   "href": "/skills/e2er/reasoning/argument-audit",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/reasoning/argument-audit"
  },
  {
   "id": "skill:e2er/reasoning/creative-ideation",
   "kind": "skill",
   "name": "Creative Research Ideation",
   "summary": "Generate novel, feasible research ideas that a top economist would find worth pursuing. The best ideas start with a real-world phenomenon that demands explanation, not with a gap in the literature.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/reasoning/creative-ideation.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "mapped",
      "from": "e2er-folder:reasoning"
     }
    ]
   },
   "href": "/skills/e2er/reasoning/creative-ideation",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/reasoning/creative-ideation"
  },
  {
   "id": "skill:e2er/reasoning/identification",
   "kind": "skill",
   "name": "Identification Strategy Reasoning",
   "summary": "Before any regression, answer these questions in writing:",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/reasoning/identification.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "mapped",
      "from": "e2er-folder:reasoning"
     }
    ]
   },
   "href": "/skills/e2er/reasoning/identification",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/reasoning/identification"
  },
  {
   "id": "skill:e2er/reasoning/novelty",
   "kind": "skill",
   "name": "Novelty and Contribution Positioning",
   "summary": "A paper's contribution is not what it does -- it's what it does that hasn't been done before. But the *motivation* for the paper must come from the world, not from the literature. The strongest papers start with a phenomenon, puzzle, or paradox that demands explanation, and only then show that existing knowledge does not resolve it. The literature check is confirmatory -- it verifies that the ques",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/reasoning/novelty.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "mapped",
      "from": "e2er-folder:reasoning"
     }
    ]
   },
   "href": "/skills/e2er/reasoning/novelty",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/reasoning/novelty"
  },
  {
   "id": "skill:e2er/review/consistency-check",
   "kind": "skill",
   "name": "Consistency Check",
   "summary": "This skill describes how to perform a mechanical number verification audit on an academic paper draft. The goal is to cross-reference every quantitative claim in the text against the source artifacts (data summaries, estimation output, analysis results) and flag any discrepancies.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/review/consistency-check.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "e2er-folder:review"
     }
    ]
   },
   "href": "/skills/e2er/review/consistency-check",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/review/consistency-check"
  },
  {
   "id": "skill:e2er/review/constructive-feedback",
   "kind": "skill",
   "name": "Constructive Feedback Review — Best Practices",
   "summary": "Transform raw feedback (which may be harsh, dismissive, or unconstructively negative) into a professional, constructive review. The output should be honest about weaknesses but always actionable, respectful, and oriented toward improvement. The goal: the author reads the review and knows exactly what to fix and feels motivated to do so.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/review/constructive-feedback.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "e2er-folder:review"
     }
    ]
   },
   "href": "/skills/e2er/review/constructive-feedback",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/review/constructive-feedback"
  },
  {
   "id": "skill:e2er/review/data-quality",
   "kind": "skill",
   "name": "Data Review Checklist for Empirical Economics",
   "summary": "Data quality determines the credibility of empirical research. No econometric method can fix fundamentally flawed data. This checklist provides a systematic approach to reviewing data used in economics research -- whether you are checking your own work, reviewing a coauthor's data preparation, or assessing the data quality in a paper you are refereeing.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/review/data-quality.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "e2er-folder:review"
     }
    ]
   },
   "href": "/skills/e2er/review/data-quality",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/review/data-quality"
  },
  {
   "id": "skill:e2er/review/referee-simulation",
   "kind": "skill",
   "name": "Referee Simulation",
   "summary": "You are simulating a rigorous peer reviewer for a top academic journal in information systems, economics, or finance (e.g., MIS Quarterly, Management Science, Journal of Finance, RFS).",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/review/referee-simulation.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "e2er-folder:review"
     }
    ]
   },
   "href": "/skills/e2er/review/referee-simulation",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/review/referee-simulation"
  },
  {
   "id": "skill:e2er/review/reference-check",
   "kind": "skill",
   "name": "Reference Check",
   "summary": "Validate that every citation in a research paper draft can be traced to a concrete source — either in the project bibliography, the knowledge base, or an external database (CrossRef). Flag missing references so they can be retrieved before submission.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/review/reference-check.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "e2er-folder:review"
     }
    ]
   },
   "href": "/skills/e2er/review/reference-check",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/review/reference-check"
  },
  {
   "id": "skill:e2er/review/technical-review",
   "kind": "skill",
   "name": "Technical Review",
   "summary": "This skill describes how to conduct a technical/methodological review of a research paper, focusing on the internal coherence of the data-to-results pipeline. Unlike a referee report (which evaluates contribution and positioning), the technical review asks: does the implementation actually do what the paper claims it does?",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/review/technical-review.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "e2er-folder:review"
     }
    ]
   },
   "href": "/skills/e2er/review/technical-review",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/review/technical-review"
  },
  {
   "id": "skill:e2er/review/writing-quality",
   "kind": "skill",
   "name": "Academic Writing Review Checklist",
   "summary": "Good academic writing in economics is clear, precise, and efficient. It serves the argument -- it does not draw attention to itself. The goal is to communicate complex ideas so that a busy reader (a referee with 30 papers on their desk) can follow your logic without rereading sentences. This checklist identifies the most common writing problems in economics manuscripts and provides concrete guidan",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/review/writing-quality.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "e2er-folder:review"
     }
    ]
   },
   "href": "/skills/e2er/review/writing-quality",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/review/writing-quality"
  },
  {
   "id": "skill:e2er/synthesis/context-builder",
   "kind": "skill",
   "name": "Synthesis Worker — Context Builder Mode",
   "summary": "You are operating in **context builder mode**. Your job is NOT to produce final deliverables. Instead, you consolidate all prior worker outputs into a structured research brief that will be passed as input to the deliverable worker (e.g., slide_builder, paper_drafter).",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/synthesis/context-builder.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-synthesis",
      "via": "mapped",
      "from": "e2er-folder:synthesis"
     }
    ]
   },
   "href": "/skills/e2er/synthesis/context-builder",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/synthesis/context-builder"
  },
  {
   "id": "skill:e2er/synthesis/deliverables",
   "kind": "skill",
   "name": "Synthesis Worker — Consolidated Deliverables",
   "summary": "You are a synthesis worker. Your job is to take ALL prior worker outputs for a work item and produce **3-5 clean, consolidated deliverables** that the principal can review without reading 30+ intermediary files.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/synthesis/deliverables.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-synthesis",
      "via": "mapped",
      "from": "e2er-folder:synthesis"
     }
    ]
   },
   "href": "/skills/e2er/synthesis/deliverables",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/synthesis/deliverables"
  },
  {
   "id": "skill:e2er/synthesis/replication-package",
   "kind": "skill",
   "name": "Replication Package",
   "summary": "You are producing the replication materials that allow any researcher to reproduce every quantitative result in the paper from the raw data.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/synthesis/replication-package.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "replication",
      "via": "inferred",
      "rule": "method-replication"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-synthesis",
      "via": "mapped",
      "from": "e2er-folder:synthesis"
     }
    ]
   },
   "href": "/skills/e2er/synthesis/replication-package",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/synthesis/replication-package"
  },
  {
   "id": "skill:e2er/writing/abstract",
   "kind": "skill",
   "name": "Writing Abstracts for Economics Papers",
   "summary": "The abstract is the single most-read part of any paper. It determines whether a referee agrees to review, whether a colleague reads further, and how your paper is indexed and discovered. In roughly 150 words (100--200 depending on the journal), you must convey the full arc of the paper: what question you ask, why it matters, how you answer it, what you find, and why anyone should care.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/writing/abstract.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "e2er-folder:writing"
     }
    ]
   },
   "href": "/skills/e2er/writing/abstract",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/writing/abstract"
  },
  {
   "id": "skill:e2er/writing/cite-numbers-by-source",
   "kind": "skill",
   "name": "Citing Numbers by JSON Source Key",
   "summary": "Every numeric value you put in a paper — in the abstract, in body text, in a table cell, in a figure caption — MUST trace back to a value in one of the workspace's machine-readable JSON sidecars.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/writing/cite-numbers-by-source.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "e2er-folder:writing"
     }
    ]
   },
   "href": "/skills/e2er/writing/cite-numbers-by-source",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/writing/cite-numbers-by-source"
  },
  {
   "id": "skill:e2er/writing/discussion",
   "kind": "skill",
   "name": "Discussion Section",
   "summary": "The Discussion section **interprets** results — it does not restate them. It connects findings to theory, prior literature, and practice, then honestly addresses limitations and future directions.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/writing/discussion.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "e2er-folder:writing"
     }
    ]
   },
   "href": "/skills/e2er/writing/discussion",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/writing/discussion"
  },
  {
   "id": "skill:e2er/writing/paper-structure",
   "kind": "skill",
   "name": "Paper Structure for Empirical Research",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/writing/paper-structure.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "e2er-folder:writing"
     }
    ]
   },
   "href": "/skills/e2er/writing/paper-structure",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/writing/paper-structure"
  },
  {
   "id": "skill:e2er/writing/personal-style",
   "kind": "skill",
   "name": "Personal Academic Writing Style",
   "summary": "This skill captures the principal's academic writing voice as extracted from four published papers (BISE, IJRM, JMIS, ECIS 2025). Every draft you produce must match these patterns.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/writing/personal-style.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "e2er-folder:writing"
     }
    ]
   },
   "href": "/skills/e2er/writing/personal-style",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/writing/personal-style"
  },
  {
   "id": "skill:e2er/writing/revision",
   "kind": "skill",
   "name": "Paper Revision Workflow",
   "summary": "Guide the systematic revision of a manuscript in response to reviewer reports and an editor's decision letter. This skill covers the full workflow from reading reports to producing a revised manuscript with point-by-point responses.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/writing/revision.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "e2er-folder:writing"
     }
    ]
   },
   "href": "/skills/e2er/writing/revision",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/writing/revision"
  },
  {
   "id": "skill:e2er/writing/scoped-revision",
   "kind": "skill",
   "name": "Scoped Revision — `patch_revisor` Output Contract",
   "summary": "You are the **patch_revisor**. Your job is to address a specific list of `Finding` objects by emitting a structured patch file: `paper_draft.tex.edits.json`. A deterministic Python merger reads your patch file, validates it, and applies the edits to `paper_draft.tex`.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "skills/files",
    "url": "https://github.com/bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/writing/scoped-revision.md",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "maintainers": [
    "E2ER contributors"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "e2er-folder:writing"
     }
    ]
   },
   "href": "/skills/e2er/writing/scoped-revision",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/skills/e2er/writing/scoped-revision"
  },
  {
   "id": "skill:academic-research-skills/academic-paper",
   "kind": "skill",
   "name": "academic-paper",
   "summary": "12-agent paper writing skill with Style Calibration, Writing Quality Check, LaTeX hardening, visualization, revision coaching, citation conversion, anti-leakage protocol, and VLM figure verification.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "academic-research-skills",
    "url": "https://github.com/Imbad0202/academic-research-skills/blob/main/academic-paper/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-NC 4.0",
   "maintainers": [
    "Edward Cheng-I Wu"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:academic-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/academic-research-skills/academic-paper",
   "url": "https://e2er.org/skills/academic-research-skills/academic-paper"
  },
  {
   "id": "skill:academic-research-skills/academic-paper-reviewer",
   "kind": "skill",
   "name": "academic-paper-reviewer",
   "summary": "7-agent multi-perspective peer review with 0–100 quality rubrics (EIC + 3 dynamic reviewers + Devil's Advocate), concession threshold protocol, attack intensity preservation, optional cross-model DA critique/calibration, R&R traceability matrix.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "academic-research-skills",
    "url": "https://github.com/Imbad0202/academic-research-skills/blob/main/academic-paper-reviewer/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-NC 4.0",
   "maintainers": [
    "Edward Cheng-I Wu"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:academic-research-skills"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/academic-research-skills/academic-paper-reviewer",
   "url": "https://e2er.org/skills/academic-research-skills/academic-paper-reviewer"
  },
  {
   "id": "skill:academic-research-skills/deep-research",
   "kind": "skill",
   "name": "deep-research",
   "summary": "13-agent research team with Socratic guided mode, PRISMA systematic review, intent detection, dialogue health monitoring, optional cross-model DA, Semantic Scholar API verification.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "academic-research-skills",
    "url": "https://github.com/Imbad0202/academic-research-skills/blob/main/deep-research/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-NC 4.0",
   "maintainers": [
    "Edward Cheng-I Wu"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:academic-research-skills"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/academic-research-skills/deep-research",
   "url": "https://e2er.org/skills/academic-research-skills/deep-research"
  },
  {
   "id": "skill:academic-research-skills/academic-pipeline",
   "kind": "skill",
   "name": "academic-pipeline",
   "summary": "Pipeline orchestrator that chains deep-research → academic-paper → academic-paper-reviewer with quality gates between stages.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "academic-research-skills",
    "url": "https://github.com/Imbad0202/academic-research-skills/blob/main/academic-pipeline/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-NC 4.0",
   "maintainers": [
    "Edward Cheng-I Wu"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:academic-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/academic-research-skills/academic-pipeline",
   "url": "https://e2er.org/skills/academic-research-skills/academic-pipeline"
  },
  {
   "id": "skill:anthropic-skills/skill-creator",
   "kind": "skill",
   "name": "skill-creator",
   "summary": "Meta-skill for building new skills from scratch",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "anthropic-skills",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Anthropic"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/anthropic-skills/skill-creator",
   "url": "https://e2er.org/skills/anthropic-skills/skill-creator"
  },
  {
   "id": "skill:anthropic-skills/doc-coauthoring",
   "kind": "skill",
   "name": "doc-coauthoring",
   "summary": "Long-document coauthoring workflow",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "anthropic-skills",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Anthropic"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/anthropic-skills/doc-coauthoring",
   "url": "https://e2er.org/skills/anthropic-skills/doc-coauthoring"
  },
  {
   "id": "skill:anthropic-skills/docx",
   "kind": "skill",
   "name": "docx",
   "summary": "Microsoft Word document generation",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "anthropic-skills",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Anthropic"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/anthropic-skills/docx",
   "url": "https://e2er.org/skills/anthropic-skills/docx"
  },
  {
   "id": "skill:anthropic-skills/pdf",
   "kind": "skill",
   "name": "pdf",
   "summary": "PDF document generation",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "anthropic-skills",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Anthropic"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/anthropic-skills/pdf",
   "url": "https://e2er.org/skills/anthropic-skills/pdf"
  },
  {
   "id": "skill:anthropic-skills/pptx",
   "kind": "skill",
   "name": "pptx",
   "summary": "PowerPoint deck generation",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "anthropic-skills",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Anthropic"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/anthropic-skills/pptx",
   "url": "https://e2er.org/skills/anthropic-skills/pptx"
  },
  {
   "id": "skill:anthropic-skills/xlsx",
   "kind": "skill",
   "name": "xlsx",
   "summary": "Excel spreadsheet generation",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "anthropic-skills",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Anthropic"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/anthropic-skills/xlsx",
   "url": "https://e2er.org/skills/anthropic-skills/xlsx"
  },
  {
   "id": "skill:anthropic-skills/mcp-builder",
   "kind": "skill",
   "name": "mcp-builder",
   "summary": "Build MCP servers (Anthropic spec)",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "anthropic-skills",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Anthropic"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/anthropic-skills/mcp-builder",
   "url": "https://e2er.org/skills/anthropic-skills/mcp-builder"
  },
  {
   "id": "skill:anthropic-skills/claude-api",
   "kind": "skill",
   "name": "claude-api",
   "summary": "Build apps with the Claude API + Anthropic SDK",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "anthropic-skills",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Anthropic"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/anthropic-skills/claude-api",
   "url": "https://e2er.org/skills/anthropic-skills/claude-api"
  },
  {
   "id": "skill:aris/ablation-planner",
   "kind": "skill",
   "name": "ablation-planner",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "aris",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Yang, Ruofeng",
    "Li, Yongcan",
    "Li, Shuai"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "mapped",
      "from": "rise-project:aris"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "research-design",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/aris/ablation-planner",
   "url": "https://e2er.org/skills/aris/ablation-planner"
  },
  {
   "id": "skill:aris/alphaxiv",
   "kind": "skill",
   "name": "alphaxiv",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "aris",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Yang, Ruofeng",
    "Li, Yongcan",
    "Li, Shuai"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "mapped",
      "from": "rise-project:aris"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/aris/alphaxiv",
   "url": "https://e2er.org/skills/aris/alphaxiv"
  },
  {
   "id": "skill:aris/analyze-results",
   "kind": "skill",
   "name": "analyze-results",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "aris",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Yang, Ruofeng",
    "Li, Yongcan",
    "Li, Shuai"
   ],
   "facets": {
    "discipline": [
     {
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    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/aris/slides-polish",
   "url": "https://e2er.org/skills/aris/slides-polish"
  },
  {
   "id": "skill:aris/specification-writing",
   "kind": "skill",
   "name": "specification-writing",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "aris",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Yang, Ruofeng",
    "Li, Yongcan",
    "Li, Shuai"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "mapped",
      "from": "rise-project:aris"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/aris/specification-writing",
   "url": "https://e2er.org/skills/aris/specification-writing"
  },
  {
   "id": "skill:aris/system-profile",
   "kind": "skill",
   "name": "system-profile",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "aris",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Yang, Ruofeng",
    "Li, Yongcan",
    "Li, Shuai"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "mapped",
      "from": "rise-project:aris"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/aris/system-profile",
   "url": "https://e2er.org/skills/aris/system-profile"
  },
  {
   "id": "skill:aris/training-check",
   "kind": "skill",
   "name": "training-check",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "aris",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Yang, Ruofeng",
    "Li, Yongcan",
    "Li, Shuai"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "mapped",
      "from": "rise-project:aris"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/aris/training-check",
   "url": "https://e2er.org/skills/aris/training-check"
  },
  {
   "id": "skill:aris/vast-gpu",
   "kind": "skill",
   "name": "vast-gpu",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "aris",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Yang, Ruofeng",
    "Li, Yongcan",
    "Li, Shuai"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "mapped",
      "from": "rise-project:aris"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/aris/vast-gpu",
   "url": "https://e2er.org/skills/aris/vast-gpu"
  },
  {
   "id": "skill:aris/writing-systems-papers",
   "kind": "skill",
   "name": "writing-systems-papers",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "aris",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Yang, Ruofeng",
    "Li, Yongcan",
    "Li, Shuai"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "mapped",
      "from": "rise-project:aris"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/aris/writing-systems-papers",
   "url": "https://e2er.org/skills/aris/writing-systems-papers"
  },
  {
   "id": "skill:auto-empirical-research-skills/aers-router",
   "kind": "skill",
   "name": "auto-empirical-research-skills",
   "summary": "Root router for whole-repo installs — classifies an empirical-research request by stage/method and dispatches to one of the 1,094 vendored skills via catalog JSON lookups instead of reading the repo wholesale.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [],
    "stage": []
   },
   "href": "/skills/auto-empirical-research-skills/aers-router",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aers-router"
  },
  {
   "id": "skill:auto-empirical-research-skills/statspai-skill",
   "kind": "skill",
   "name": "StatsPAI_skill",
   "summary": "Full empirical/causal analysis in Python via the StatsPAI vertical engine — AER/QJE-style DID/RD/IV/SCM/DML pipeline with estimating equation + identifying assumption, Table 1/2, event-study figure, robustness gauntlet; plus epidemiology, ML-causal, and Oaxaca-style decomposition modes and Word/Excel/LaTeX table export.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/00-Full-empirical-analysis-skill_StatsPAI/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/statspai-skill",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/statspai-skill"
  },
  {
   "id": "skill:auto-empirical-research-skills/full-empirical-analysis-python",
   "kind": "skill",
   "name": "Full-empirical-analysis-skill",
   "summary": "Classical 8-step end-to-end empirical workflow in the traditional Python stack (pandas/statsmodels/linearmodels/pyfixest/econml) — cleaning through publication tables/figures in AER house style, with epidemiology and ML-causal parallel modes; the non-StatsPAI, estimator-explicit counterpart.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/00.1-Full-empirical-analysis-skill_Python/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/full-empirical-analysis-python",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/full-empirical-analysis-python"
  },
  {
   "id": "skill:auto-empirical-research-skills/full-empirical-analysis-stata",
   "kind": "skill",
   "name": "Full-empirical-analysis-skill-Stata",
   "summary": "Same 8-step empirical pipeline as a reproducible Stata .do workflow — reghdfe/ivreg2/csdid/did_imputation/sdid/rdrobust/synth/psmatch2 estimation, bacondecomp/honestdid/rwolf/oster robustness, esttab/coefplot outputs; epidemiology and ML-causal modes included.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/00.2-Full-empirical-analysis-skill_Stata/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/full-empirical-analysis-stata",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/full-empirical-analysis-stata"
  },
  {
   "id": "skill:auto-empirical-research-skills/full-empirical-analysis-r",
   "kind": "skill",
   "name": "Full-empirical-analysis-skill-R",
   "summary": "Same 8-step empirical pipeline in the tidyverse + fixest R ecosystem — did/HonestDiD/rdrobust/gsynth/MatchIt/grf/DoubleML estimation with modelsummary/gt/ggplot2 publication outputs and Quarto reproducibility; epidemiology and ML-causal modes included.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/00.3-Full-empirical-analysis-skill_R/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/full-empirical-analysis-r",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/full-empirical-analysis-r"
  },
  {
   "id": "skill:auto-empirical-research-skills/chinese-de-aigc",
   "kind": "skill",
   "name": "chinese-de-aigc",
   "summary": "Chinese academic de-AIGC rewriting targeting CNKI/Wanfang/VIP/Turnitin-zh detectors — a five-step locate/diagnose/rewrite/self-score/recheck loop over 17 diagnostic rules for the five structural signatures of Chinese LLM prose, with per-section strategies.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/48-copaper-ai-chinese-de-aigc/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/chinese-de-aigc",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/chinese-de-aigc"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-workflow",
   "kind": "skill",
   "name": "aer-workflow",
   "summary": "Router for the 15-skill AER-skills collection — sequences manuscript work from topic selection through rebuttal for AER, AER:Insights, and AEJ journals; routes, does not replace, the specialized skills.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-workflow/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/auto-empirical-research-skills/aer-workflow",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-workflow"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-topic-selection",
   "kind": "skill",
   "name": "aer-topic-selection",
   "summary": "Evaluates whether a research idea clears the AER top-5 bar, routes between AER, AER:Insights, and the AEJ family, and sharpens a fuzzy contribution sentence into one publishable claim.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-topic-selection/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-topic-selection",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-topic-selection"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-literature",
   "kind": "skill",
   "name": "aer-literature",
   "summary": "Positions a manuscript against the economics literature — antecedents map for the introduction, cite/no-cite decisions, and verification that every bibliography entry is real, correctly attributed, and cited to the published version.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-literature/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-literature",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-literature"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-identification",
   "kind": "skill",
   "name": "aer-identification",
   "summary": "Selects, implements, or stress-tests the causal identification strategy — DID (incl. staggered), IV (incl. weak-IV-robust inference), RDD, synthetic control, shift-share/Bartik — before introduction or results are written.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-identification/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "research-design",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-identification",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-identification"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-preregistration",
   "kind": "skill",
   "name": "aer-preregistration",
   "summary": "For primary-data and experimental projects, before the intervention: writes the pre-analysis plan, sizes the sample from a power calculation, and registers with the AEA RCT Registry.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-preregistration/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [
     {
      "term": "experimental",
      "via": "inferred",
      "rule": "method-experimental"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "research-design",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-preregistration",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-preregistration"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-statspai",
   "kind": "skill",
   "name": "aer-statspai",
   "summary": "Runs the AER-track analysis with StatsPAI — the agent-native Python engine and MCP server for causal inference, robustness, sensitivity, and publication-ready table export — after aer-identification fixes the design.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-statspai/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-statspai",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-statspai"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-robustness",
   "kind": "skill",
   "name": "aer-robustness",
   "summary": "Builds the robustness, heterogeneity, mechanism, and placebo battery AER referees demand, once main results exist and before the introduction's value-added paragraph is written.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-robustness/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-robustness",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-robustness"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-tables-figures",
   "kind": "skill",
   "name": "aer-tables-figures",
   "summary": "Constructs and revises regression tables, descriptive-statistics tables, and figures in AER booktabs house style, with regression-table layout and figure-note conventions.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-tables-figures/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-tables-figures",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-tables-figures"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-paper-body",
   "kind": "skill",
   "name": "aer-paper-body",
   "summary": "Drafts and revises the body sections of an AER/AEJ manuscript — background, data, empirical strategy, results, mechanisms, conclusion — including equation conventions, results-paragraph narration, magnitude interpretation, and back-of-envelope policy calculations.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-paper-body/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-paper-body",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-paper-body"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-introduction",
   "kind": "skill",
   "name": "aer-introduction",
   "summary": "Drafts or rewrites the introduction to the Keith Head / Bellemare five-paragraph formula with AER-specific conventions, and compresses abstracts to the mandatory 100-word limit.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-introduction/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-introduction",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-introduction"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-consistency",
   "kind": "skill",
   "name": "aer-consistency",
   "summary": "Internal-consistency audit of a near-final manuscript: headline numbers across abstract/introduction/results/tables, sample sizes, log-point vs percentage-point conversions, cross-references, and citation-bibliography matching.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-consistency/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-consistency",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-consistency"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-referee-sim",
   "kind": "skill",
   "name": "aer-referee-sim",
   "summary": "Adversarial internal review before submission — simulates the AER desk screen plus three referee reports with calibrated severity, scores against the editorial rubric, and produces a prioritized revise list; rerun until the simulated verdict is at least major R&R.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-referee-sim/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-referee-sim",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-referee-sim"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-rebuttal",
   "kind": "skill",
   "name": "aer-rebuttal",
   "summary": "Handles a Revise & Resubmit from AER/AEJ journals — triage, the concede/clarify/push-back decision per comment, and the point-by-point response-letter format editors actually read, aligned with manuscript revisions.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-rebuttal/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-rebuttal",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-rebuttal"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-replication",
   "kind": "skill",
   "name": "aer-replication",
   "summary": "Assembles the AEA Data and Code Availability deposit — README writing and replication-package audit against the current AEA policy (including the February 2026 Data and Code Availability Policy) before the AEA Data Editor review.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-replication/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [
     {
      "term": "replication",
      "via": "inferred",
      "rule": "method-replication"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "replication",
      "via": "declared"
     },
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-replication",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-replication"
  },
  {
   "id": "skill:auto-empirical-research-skills/aer-submission",
   "kind": "skill",
   "name": "aer-submission",
   "summary": "Final pre-submission audit for AER/AEJ journals — length, format, cover letter, per-author disclosure statements, file packaging, and routing among the AEA journal family.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/blob/main/skills/50-brycewang-aer-skills/skills/aer-submission/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/aer-submission",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/aer-submission"
  },
  {
   "id": "skill:auto-empirical-research-skills/paper-workflow",
   "kind": "skill",
   "name": "paper-workflow",
   "summary": "Meta-orchestrator for a complete empirical paper (econ/social science): Stage 0-9 resumable pipeline from topic selection to submission with two hard human gates (Method Gate after estimation, Draft Quality Gate after polish); routes Python/StatsPAI, Stata, or R analysis backends and invokes existing skills rather than reimplementing them. Git submodule mirroring brycewang-stanford/Paper-WorkFlow.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "auto-empirical-research-skills",
    "url": "https://github.com/brycewang-stanford/Paper-WorkFlow/blob/main/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "CC BY-SA 4.0 (repo default); MIT for the mirrored first-party collections (StatsPAI, AER-skills, Paper-WorkFlow)",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "mapped",
      "from": "rise-project:auto-empirical-research-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-acquisition",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     },
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/auto-empirical-research-skills/paper-workflow",
   "url": "https://e2er.org/skills/auto-empirical-research-skills/paper-workflow"
  },
  {
   "id": "skill:autoresearchclaw/a-evolve",
   "kind": "skill",
   "name": "a-evolve",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "autoresearchclaw",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Aiming Lab"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:autoresearchclaw"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/autoresearchclaw/a-evolve",
   "url": "https://e2er.org/skills/autoresearchclaw/a-evolve"
  },
  {
   "id": "skill:autoresearchclaw/biology-biopython",
   "kind": "skill",
   "name": "biology-biopython",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "autoresearchclaw",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Aiming Lab"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:autoresearchclaw"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/autoresearchclaw/biology-biopython",
   "url": "https://e2er.org/skills/autoresearchclaw/biology-biopython"
  },
  {
   "id": "skill:autoresearchclaw/chemistry-rdkit",
   "kind": "skill",
   "name": "chemistry-rdkit",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "autoresearchclaw",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Aiming Lab"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:autoresearchclaw"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/autoresearchclaw/chemistry-rdkit",
   "url": "https://e2er.org/skills/autoresearchclaw/chemistry-rdkit"
  },
  {
   "id": "skill:autoresearchclaw/hypothesis-formulation",
   "kind": "skill",
   "name": "hypothesis-formulation",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "autoresearchclaw",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Aiming Lab"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:autoresearchclaw"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/autoresearchclaw/hypothesis-formulation",
   "url": "https://e2er.org/skills/autoresearchclaw/hypothesis-formulation"
  },
  {
   "id": "skill:autoresearchclaw/literature-search",
   "kind": "skill",
   "name": "literature-search",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "autoresearchclaw",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Aiming Lab"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:autoresearchclaw"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/autoresearchclaw/literature-search",
   "url": "https://e2er.org/skills/autoresearchclaw/literature-search"
  },
  {
   "id": "skill:autoresearchclaw/researchclaw",
   "kind": "skill",
   "name": "researchclaw",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "autoresearchclaw",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Aiming Lab"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:autoresearchclaw"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/autoresearchclaw/researchclaw",
   "url": "https://e2er.org/skills/autoresearchclaw/researchclaw"
  },
  {
   "id": "skill:autoresearchclaw/scientific-visualization",
   "kind": "skill",
   "name": "scientific-visualization",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "autoresearchclaw",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Aiming Lab"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:autoresearchclaw"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/autoresearchclaw/scientific-visualization",
   "url": "https://e2er.org/skills/autoresearchclaw/scientific-visualization"
  },
  {
   "id": "skill:autoresearchclaw/scientific-writing",
   "kind": "skill",
   "name": "scientific-writing",
   "summary": "",
   "status": "in-place",
   "source": {
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    "collection": "autoresearchclaw",
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   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/rt-journal-match",
   "url": "https://e2er.org/skills/awesome-journal-skills/rt-journal-match"
  },
  {
   "id": "skill:awesome-journal-skills/rt-execution-bridge",
   "kind": "skill",
   "name": "rt-execution-bridge",
   "summary": "Runs and audits the empirical analysis rather than just advising — maps a DiD/IV/RDD/synthetic-control/DML design to the concrete StatsPAI / Stata MCP tools in the environment and reports the fitted, audited number.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Research-Toolkit-Skills/skills/rt-execution-bridge/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/rt-execution-bridge",
   "url": "https://e2er.org/skills/awesome-journal-skills/rt-execution-bridge"
  },
  {
   "id": "skill:awesome-journal-skills/rt-submission-readiness",
   "kind": "skill",
   "name": "rt-submission-readiness",
   "summary": "Venue-parameterized go/no-go scorecard on the actual manuscript — fit, identification, robustness, exhibits, exposition, venue mechanics, data/code, pre-empted objections — returning PASS/FLAG/FAIL per dimension plus desk-reject risk.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Research-Toolkit-Skills/skills/rt-submission-readiness/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/rt-submission-readiness",
   "url": "https://e2er.org/skills/awesome-journal-skills/rt-submission-readiness"
  },
  {
   "id": "skill:awesome-journal-skills/rt-simulated-referee",
   "kind": "skill",
   "name": "rt-simulated-referee",
   "summary": "Pre-submission peer-review rehearsal — a calibrated Associate Editor desk-screen plus 2-3 distinct-lens referees for the target venue, adversarially verified and synthesized into a report, decision band, and prioritized skill-mapped fix list.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Research-Toolkit-Skills/skills/rt-simulated-referee/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/rt-simulated-referee",
   "url": "https://e2er.org/skills/awesome-journal-skills/rt-simulated-referee"
  },
  {
   "id": "skill:awesome-journal-skills/rt-response-to-referees",
   "kind": "skill",
   "name": "rt-response-to-referees",
   "summary": "Turns a referee report into a point-by-point response letter plus revision plan — editor first, every comment answered, each empirical fix backed by a real re-run via the target pack's skill and the execution bridge.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Research-Toolkit-Skills/skills/rt-response-to-referees/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/rt-response-to-referees",
   "url": "https://e2er.org/skills/awesome-journal-skills/rt-response-to-referees"
  },
  {
   "id": "skill:awesome-journal-skills/rt-replication-package",
   "kind": "skill",
   "name": "rt-replication-package",
   "summary": "Assembles and validates the Data-Editor replication package against the target venue's data-and-code policy — master script, pinned environment, README/roadmap, restricted-data plan, script-to-exhibit output map, and a Data-Editor-grade checklist.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Research-Toolkit-Skills/skills/rt-replication-package/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [
     {
      "term": "replication",
      "via": "inferred",
      "rule": "method-replication"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "replication",
      "via": "declared"
     },
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/rt-replication-package",
   "url": "https://e2er.org/skills/awesome-journal-skills/rt-replication-package"
  },
  {
   "id": "skill:awesome-journal-skills/qje-workflow",
   "kind": "skill",
   "name": "qje-workflow",
   "summary": "Router for the QJE pack — sequences manuscript work from topic selection through rebuttal for a Quarterly Journal of Economics submission; routes, does not replace, the specialized qje-* skills.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-workflow/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/awesome-journal-skills/qje-workflow",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-workflow"
  },
  {
   "id": "skill:awesome-journal-skills/qje-topic-selection",
   "kind": "skill",
   "name": "qje-topic-selection",
   "summary": "Scopes and pressure-tests a research question for QJE — fit, the \"big idea\" bar, and breadth of the takeaway for QJE's general-interest readership.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-topic-selection/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/qje-topic-selection",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-topic-selection"
  },
  {
   "id": "skill:awesome-journal-skills/qje-identification",
   "kind": "skill",
   "name": "qje-identification",
   "summary": "Stress-tests the causal identification strategy (RCT, staggered DID, IV, RDD, event study) against the QJE general-interest bar — including the journal-specific credibility ranking and the \"novel dataset answering a first-order question\" exception — before tables are drafted.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-identification/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "research-design",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/qje-identification",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-identification"
  },
  {
   "id": "skill:awesome-journal-skills/qje-theory-model",
   "kind": "skill",
   "name": "qje-theory-model",
   "summary": "Adds the model or conceptual framework that turns a credible empirical coefficient into a lesson with broad implications — the frame QJE expects around a headline result.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-theory-model/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "inferred",
      "rule": "method-theoretical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/qje-theory-model",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-theory-model"
  },
  {
   "id": "skill:awesome-journal-skills/qje-literature-positioning",
   "kind": "skill",
   "name": "qje-literature-positioning",
   "summary": "Stakes the manuscript's contribution against the frontier — what it builds on, what it overturns, and why it belongs in a general-interest journal; positions the contribution rather than writing a full survey.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-literature-positioning/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/qje-literature-positioning",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-literature-positioning"
  },
  {
   "id": "skill:awesome-journal-skills/qje-robustness",
   "kind": "skill",
   "name": "qje-robustness",
   "summary": "Plans and prioritizes the robustness suite and online appendix QJE referees expect, exploiting the journal's no-page-limit norm, without changing the core identification design.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-robustness/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/qje-robustness",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-robustness"
  },
  {
   "id": "skill:awesome-journal-skills/qje-tables-figures",
   "kind": "skill",
   "name": "qje-tables-figures",
   "summary": "Finalizes main exhibits for a figure-forward QJE manuscript — clean tables and self-contained notes that read well in QJE's single-PDF, author-date format.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-tables-figures/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/qje-tables-figures",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-tables-figures"
  },
  {
   "id": "skill:awesome-journal-skills/qje-writing-style",
   "kind": "skill",
   "name": "qje-writing-style",
   "summary": "Polishes prose, abstract, and introduction so the big idea lands fast for a general-interest reader, reflecting QJE's house style of long, ambitious, narrative-driven empirical papers.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-writing-style/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/qje-writing-style",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-writing-style"
  },
  {
   "id": "skill:awesome-journal-skills/qje-referee-strategy",
   "kind": "skill",
   "name": "qje-referee-strategy",
   "summary": "War-games likely referee objections before submitting, to close gaps pre-emptively given QJE's ~2-week desk screen and ~1-4% acceptance rate; anticipates reports rather than writing the post-decision response.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-referee-strategy/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/qje-referee-strategy",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-referee-strategy"
  },
  {
   "id": "skill:awesome-journal-skills/qje-replication-package",
   "kind": "skill",
   "name": "qje-replication-package",
   "summary": "Builds the reproducible data-and-code deposit required for accepted empirical papers under QJE's data-availability policy.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-replication-package/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [
     {
      "term": "replication",
      "via": "inferred",
      "rule": "method-replication"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "replication",
      "via": "declared"
     },
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/qje-replication-package",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-replication-package"
  },
  {
   "id": "skill:awesome-journal-skills/qje-submission",
   "kind": "skill",
   "name": "qje-submission",
   "summary": "Final pre-submission preflight for QJE via Editorial Express — single-PDF format, double-blind anonymization, author-date references, the no-fee policy, and supplementary files.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-submission/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/qje-submission",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-submission"
  },
  {
   "id": "skill:awesome-journal-skills/qje-rebuttal",
   "kind": "skill",
   "name": "qje-rebuttal",
   "summary": "Structures the revision and response letter when a QJE decision letter arrives (R&R or reject-and-resubmit); routes re-analysis to the relevant qje-* skill rather than redoing it.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Quarterly-Journal-of-Economics-Skills/skills/qje-rebuttal/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/qje-rebuttal",
   "url": "https://e2er.org/skills/awesome-journal-skills/qje-rebuttal"
  },
  {
   "id": "skill:awesome-journal-skills/ecta-workflow",
   "kind": "skill",
   "name": "ecta-workflow",
   "summary": "Router for the 12-skill Econometrica depth pack (ecta-*) — topic selection through rebuttal, with the pack's theory-model and identification skills tuned to Econometrica's formal bar.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Econometrica-Skills/skills/ecta-workflow/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/awesome-journal-skills/ecta-workflow",
   "url": "https://e2er.org/skills/awesome-journal-skills/ecta-workflow"
  },
  {
   "id": "skill:awesome-journal-skills/jpe-workflow",
   "kind": "skill",
   "name": "jpe-workflow",
   "summary": "Router for the 12-skill Journal of Political Economy depth pack (jpe-*) — topic selection through rebuttal for a JPE manuscript.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Journal-of-Political-Economy-Skills/skills/jpe-workflow/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/awesome-journal-skills/jpe-workflow",
   "url": "https://e2er.org/skills/awesome-journal-skills/jpe-workflow"
  },
  {
   "id": "skill:awesome-journal-skills/restud-workflow",
   "kind": "skill",
   "name": "restud-workflow",
   "summary": "Router for the 12-skill Review of Economic Studies depth pack (restud-*) — topic selection through rebuttal, weighing design-based and structural identification on REStud's equal terms.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Review-of-Economic-Studies-Skills/skills/restud-workflow/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/awesome-journal-skills/restud-workflow",
   "url": "https://e2er.org/skills/awesome-journal-skills/restud-workflow"
  },
  {
   "id": "skill:awesome-journal-skills/mgsci-workflow",
   "kind": "skill",
   "name": "mgsci-workflow",
   "summary": "Router for the 12-skill Management Science depth pack (mgsci-*) — topic selection through rebuttal, including picking the right INFORMS Department lane (analytical vs empirical).",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/Management-Science-Skills/skills/mgsci-workflow/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/awesome-journal-skills/mgsci-workflow",
   "url": "https://e2er.org/skills/awesome-journal-skills/mgsci-workflow"
  },
  {
   "id": "skill:awesome-journal-skills/misq-workflow",
   "kind": "skill",
   "name": "misq-workflow",
   "summary": "Router for the 12-skill MIS Quarterly depth pack (misq-*) — topic selection through revision, first naming which of the four IS research traditions (behavioral, design science, economics, organizational) the paper lives in.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/MIS-Quarterly-Skills/skills/misq-workflow/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "inferred",
      "rule": "discipline-is"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/awesome-journal-skills/misq-workflow",
   "url": "https://e2er.org/skills/awesome-journal-skills/misq-workflow"
  },
  {
   "id": "skill:awesome-journal-skills/american-economic-review",
   "kind": "skill",
   "name": "american-economic-review",
   "summary": "Venue-fit skill for AER from the English Social-Science Journal bundle — fit, framing, the method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics; exemplar of the one-skill-per-journal breadth-bundle format.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "awesome-journal-skills",
    "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/main/English-SocialScience-Journal-Skills/skills/american-economic-review/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/awesome-journal-skills/american-economic-review",
   "url": "https://e2er.org/skills/awesome-journal-skills/american-economic-review"
  },
  {
   "id": "skill:claudeblattman/announcement-digest",
   "kind": "skill",
   "name": "/announcement-digest",
   "summary": "Triage and digest announcements / newsletters / Slack-equivalent feeds",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/announcement-digest.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/claudeblattman/announcement-digest",
   "url": "https://e2er.org/skills/claudeblattman/announcement-digest"
  },
  {
   "id": "skill:claudeblattman/checkin",
   "kind": "skill",
   "name": "/checkin",
   "summary": "Daily check-in / status update with Claude",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/checkin.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/claudeblattman/checkin",
   "url": "https://e2er.org/skills/claudeblattman/checkin"
  },
  {
   "id": "skill:claudeblattman/council",
   "kind": "skill",
   "name": "/council",
   "summary": "Convene a multi-perspective 'council' on an open question",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/council.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
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      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/claudeblattman/council",
   "url": "https://e2er.org/skills/claudeblattman/council"
  },
  {
   "id": "skill:claudeblattman/deep-research",
   "kind": "skill",
   "name": "/deep-research",
   "summary": "Multi-agent deep research with paste-loop UX and subagent template",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/deep-research.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/claudeblattman/deep-research",
   "url": "https://e2er.org/skills/claudeblattman/deep-research"
  },
  {
   "id": "skill:claudeblattman/done",
   "kind": "skill",
   "name": "/done",
   "summary": "Mark work complete + update tracking",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/done.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
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      "term": "general",
      "via": "default"
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    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/claudeblattman/done",
   "url": "https://e2er.org/skills/claudeblattman/done"
  },
  {
   "id": "skill:claudeblattman/dr-synthesize",
   "kind": "skill",
   "name": "/dr-synthesize",
   "summary": "Synthesize results from a deep-research run",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/dr-synthesize.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
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    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/claudeblattman/dr-synthesize",
   "url": "https://e2er.org/skills/claudeblattman/dr-synthesize"
  },
  {
   "id": "skill:claudeblattman/goals-review",
   "kind": "skill",
   "name": "/goals-review",
   "summary": "Periodic review of personal/research goals",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/goals-review.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
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    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "research-design",
      "via": "declared"
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    ]
   },
   "href": "/skills/claudeblattman/goals-review",
   "url": "https://e2er.org/skills/claudeblattman/goals-review"
  },
  {
   "id": "skill:claudeblattman/morning-brief",
   "kind": "skill",
   "name": "/morning-brief",
   "summary": "Daily morning briefing template",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/morning-brief.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
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      "term": "general",
      "via": "default"
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    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/claudeblattman/morning-brief",
   "url": "https://e2er.org/skills/claudeblattman/morning-brief"
  },
  {
   "id": "skill:claudeblattman/post-meeting",
   "kind": "skill",
   "name": "/post-meeting",
   "summary": "Post-meeting summary + action items",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/post-meeting.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
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      "term": "general",
      "via": "default"
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    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/claudeblattman/post-meeting",
   "url": "https://e2er.org/skills/claudeblattman/post-meeting"
  },
  {
   "id": "skill:claudeblattman/pre-meeting-brief",
   "kind": "skill",
   "name": "/pre-meeting-brief",
   "summary": "Pre-meeting brief generation",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/pre-meeting-brief.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
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      "term": "general",
      "via": "default"
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    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/claudeblattman/pre-meeting-brief",
   "url": "https://e2er.org/skills/claudeblattman/pre-meeting-brief"
  },
  {
   "id": "skill:claudeblattman/prompt-only",
   "kind": "skill",
   "name": "/prompt-only",
   "summary": "Skill that only produces a prompt (no execution)",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/prompt-only.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
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    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/claudeblattman/prompt-only",
   "url": "https://e2er.org/skills/claudeblattman/prompt-only"
  },
  {
   "id": "skill:claudeblattman/prompt-refine",
   "kind": "skill",
   "name": "/prompt-refine",
   "summary": "Iteratively refine a prompt",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/prompt-refine.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
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      "term": "general",
      "via": "default"
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    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/claudeblattman/prompt-refine",
   "url": "https://e2er.org/skills/claudeblattman/prompt-refine"
  },
  {
   "id": "skill:claudeblattman/prompt",
   "kind": "skill",
   "name": "/prompt",
   "summary": "Build a prompt from scratch with formatting-core",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/prompt.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
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   "facets": {
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      "term": "general",
      "via": "default"
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    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/claudeblattman/prompt",
   "url": "https://e2er.org/skills/claudeblattman/prompt"
  },
  {
   "id": "skill:claudeblattman/proposal-revise",
   "kind": "skill",
   "name": "/proposal-revise",
   "summary": "Revise an existing grant or research proposal",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/proposal-revise.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
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    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/claudeblattman/proposal-revise",
   "url": "https://e2er.org/skills/claudeblattman/proposal-revise"
  },
  {
   "id": "skill:claudeblattman/proposal-write",
   "kind": "skill",
   "name": "/proposal-write",
   "summary": "Draft a grant or research proposal",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/proposal-write.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
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    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/claudeblattman/proposal-write",
   "url": "https://e2er.org/skills/claudeblattman/proposal-write"
  },
  {
   "id": "skill:claudeblattman/review-plan",
   "kind": "skill",
   "name": "/review-plan",
   "summary": "Review a research plan with structured feedback",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
    "url": "https://github.com/chrisblattman/claudeblattman/blob/main/skills/review-plan.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Chris Blattman (University of Chicago, Harris School of Public Policy)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
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    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/claudeblattman/review-plan",
   "url": "https://e2er.org/skills/claudeblattman/review-plan"
  },
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   "kind": "skill",
   "name": "/schedule-query",
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  },
  {
   "id": "skill:claudeblattman/setup-project-management",
   "kind": "skill",
   "name": "/setup-project-management",
   "summary": "Bootstrap a project-management workspace",
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  {
   "id": "skill:claudeblattman/tax-guide",
   "kind": "skill",
   "name": "/tax-guide",
   "summary": "Personal tax-related Q&A",
   "status": "in-place",
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  {
   "id": "skill:claudeblattman/tips-bookmarks",
   "kind": "skill",
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   "summary": "Save and retrieve tips / bookmarks",
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  {
   "id": "skill:claudeblattman/proposal-critic-agent",
   "kind": "skill",
   "name": "agent:proposal-critic-agent",
   "summary": "Critic agent for grant/research proposals",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "claudeblattman",
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   "maintainers": [
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   "id": "skill:claudeblattman/review-methodology",
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   "id": "skill:claudeblattman/review-writing",
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   "id": "skill:clo-author/analyze",
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   "source": {
    "registry": "rise-skills",
    "collection": "clo-author",
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   },
   "license": "none declared",
   "maintainers": [
    "Hugo Sant'Anna (UAB Economics)"
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   "facets": {
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      "term": "economics",
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   "id": "skill:clo-author/careful",
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   "id": "skill:clo-author/checkpoint",
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   "id": "skill:clo-author/dashboard",
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   "id": "skill:clo-author/discover",
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      "term": "hypothesis-generation",
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   "id": "skill:clo-author/freeze",
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   "source": {
    "registry": "rise-skills",
    "collection": "clo-author",
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   "id": "skill:clo-author/new-project",
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   "id": "skill:clo-author/review",
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   "id": "skill:clo-author/revise",
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   "id": "skill:clo-author/strategize",
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   "id": "skill:clo-author/submit",
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   "id": "skill:clo-author/talk",
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   "id": "skill:clo-author/tools",
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   "id": "skill:clo-author/write",
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   "id": "skill:econ-research-skills/econ-review",
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   "id": "skill:econ-research-skills/econ-slides",
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   },
   "href": "/skills/econ-research-skills/econ-slides",
   "url": "https://e2er.org/skills/econ-research-skills/econ-slides"
  },
  {
   "id": "skill:econ-research-skills/econ-write",
   "kind": "skill",
   "name": "/econ-write",
   "summary": "Writes and rewrites economics paper prose across every section and paper type, applying rules synthesized from 50+ guides (Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Kremer): reader-first triangular structure, one central contribution, concrete findings over vague previews; includes identification-strategy, LaTeX, and review-checklist references.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "econ-research-skills",
    "url": "https://github.com/hanlulong/econ-writing-skill/blob/main/skills/econ-write/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "PolyForm-Noncommercial-1.0.0 (econ-review); MIT (econ-slides, econ-write)",
   "maintainers": [
    "Hanlu Long (hanlulong on GitHub; also maintains awesome-ai-for-economists)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "inferred",
      "rule": "discipline-economics"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/econ-research-skills/econ-write",
   "url": "https://e2er.org/skills/econ-research-skills/econ-write"
  },
  {
   "id": "skill:evoskills/academic-slides",
   "kind": "skill",
   "name": "academic-slides",
   "summary": "Academic slide deck generation",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/academic-slides",
   "url": "https://e2er.org/skills/evoskills/academic-slides"
  },
  {
   "id": "skill:evoskills/evo-memory",
   "kind": "skill",
   "name": "evo-memory",
   "summary": "Persistent memory layer for EvoScientist sessions",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/evoskills/evo-memory",
   "url": "https://e2er.org/skills/evoskills/evo-memory"
  },
  {
   "id": "skill:evoskills/evomath-tao",
   "kind": "skill",
   "name": "evomath-tao",
   "summary": "Mathematical derivation skill in the spirit of Tao-style proof reasoning",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/evomath-tao",
   "url": "https://e2er.org/skills/evoskills/evomath-tao"
  },
  {
   "id": "skill:evoskills/experiment-craft",
   "kind": "skill",
   "name": "experiment-craft",
   "summary": "Experiment design and code crafting",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/experiment-craft",
   "url": "https://e2er.org/skills/evoskills/experiment-craft"
  },
  {
   "id": "skill:evoskills/experiment-iterative-coder",
   "kind": "skill",
   "name": "experiment-iterative-coder",
   "summary": "Iterative coding loop for experimentation",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/experiment-iterative-coder",
   "url": "https://e2er.org/skills/evoskills/experiment-iterative-coder"
  },
  {
   "id": "skill:evoskills/experiment-pipeline",
   "kind": "skill",
   "name": "experiment-pipeline",
   "summary": "End-to-end experiment pipeline orchestration",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/experiment-pipeline",
   "url": "https://e2er.org/skills/evoskills/experiment-pipeline"
  },
  {
   "id": "skill:evoskills/nano-banana",
   "kind": "skill",
   "name": "nano-banana",
   "summary": "AI-generated inline figures (Google Gemini Nano Banana)",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/nano-banana",
   "url": "https://e2er.org/skills/evoskills/nano-banana"
  },
  {
   "id": "skill:evoskills/paper-navigator",
   "kind": "skill",
   "name": "paper-navigator",
   "summary": "Navigate literature with persistent memory",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/paper-navigator",
   "url": "https://e2er.org/skills/evoskills/paper-navigator"
  },
  {
   "id": "skill:evoskills/paper-planning",
   "kind": "skill",
   "name": "paper-planning",
   "summary": "Paper structure + research plan",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "research-design",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/paper-planning",
   "url": "https://e2er.org/skills/evoskills/paper-planning"
  },
  {
   "id": "skill:evoskills/paper-rebuttal",
   "kind": "skill",
   "name": "paper-rebuttal",
   "summary": "Rebuttal pipeline for reviewer comments",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/paper-rebuttal",
   "url": "https://e2er.org/skills/evoskills/paper-rebuttal"
  },
  {
   "id": "skill:evoskills/paper-review",
   "kind": "skill",
   "name": "paper-review",
   "summary": "Multi-perspective peer review",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/paper-review",
   "url": "https://e2er.org/skills/evoskills/paper-review"
  },
  {
   "id": "skill:evoskills/paper-writing",
   "kind": "skill",
   "name": "paper-writing",
   "summary": "Paper drafting pipeline",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/paper-writing",
   "url": "https://e2er.org/skills/evoskills/paper-writing"
  },
  {
   "id": "skill:evoskills/research-ideation",
   "kind": "skill",
   "name": "research-ideation",
   "summary": "Research idea generation",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "mapped",
      "from": "rise-project:evoscientist"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/research-ideation",
   "url": "https://e2er.org/skills/evoskills/research-ideation"
  },
  {
   "id": "skill:evoskills/research-survey",
   "kind": "skill",
   "name": "research-survey",
   "summary": "Survey/literature review generation",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "evoskills",
    "commit": "4c17bae"
   },
   "license": "Apache-2.0",
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
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     {
      "term": "general",
      "via": "mapped",
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    "method": [
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      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
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    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/evoskills/research-survey",
   "url": "https://e2er.org/skills/evoskills/research-survey"
  },
  {
   "id": "skill:hundredx-os/base-design-science-researcher",
   "kind": "skill",
   "name": "design-science-researcher",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "hundredx-os",
    "commit": "4c17bae"
   },
   "license": "private (curator-owned)",
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "research-design",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/hundredx-os/base-design-science-researcher",
   "url": "https://e2er.org/skills/hundredx-os/base-design-science-researcher"
  },
  {
   "id": "skill:hundredx-os/base-economist",
   "kind": "skill",
   "name": "economist",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "hundredx-os",
    "commit": "4c17bae"
   },
   "license": "private (curator-owned)",
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "rise-project:e2er"
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    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "research-design",
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     }
    ]
   },
   "href": "/skills/hundredx-os/base-economist",
   "url": "https://e2er.org/skills/hundredx-os/base-economist"
  },
  {
   "id": "skill:hundredx-os/base-researcher",
   "kind": "skill",
   "name": "researcher",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "hundredx-os",
    "commit": "4c17bae"
   },
   "license": "private (curator-owned)",
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
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      "term": "economics",
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    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "research-design",
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    ]
   },
   "href": "/skills/hundredx-os/base-researcher",
   "url": "https://e2er.org/skills/hundredx-os/base-researcher"
  },
  {
   "id": "skill:hundredx-os/causal-inference-judge-designs",
   "kind": "skill",
   "name": "judge-designs",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "hundredx-os",
    "commit": "4c17bae"
   },
   "license": "private (curator-owned)",
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
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      "term": "economics",
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    ],
    "method": [
     {
      "term": "empirical",
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      "rule": "method-empirical"
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    ],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/hundredx-os/causal-inference-judge-designs",
   "url": "https://e2er.org/skills/hundredx-os/causal-inference-judge-designs"
  },
  {
   "id": "skill:hundredx-os/causal-inference-natural-experiments",
   "kind": "skill",
   "name": "natural-experiments",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "hundredx-os",
    "commit": "4c17bae"
   },
   "license": "private (curator-owned)",
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
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      "term": "economics",
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      "term": "empirical",
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      "rule": "method-empirical"
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    ],
    "design": [
     {
      "term": "natural-experiment",
      "via": "inferred",
      "rule": "design-natural-experiment"
     }
    ],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/hundredx-os/causal-inference-natural-experiments",
   "url": "https://e2er.org/skills/hundredx-os/causal-inference-natural-experiments"
  },
  {
   "id": "skill:hundredx-os/causal-inference-sensitivity",
   "kind": "skill",
   "name": "sensitivity",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "hundredx-os",
    "commit": "4c17bae"
   },
   "license": "private (curator-owned)",
   "maintainers": [
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   ],
   "facets": {
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      "term": "economics",
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     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/hundredx-os/causal-inference-sensitivity",
   "url": "https://e2er.org/skills/hundredx-os/causal-inference-sensitivity"
  },
  {
   "id": "skill:hundredx-os/causal-inference-shift-share",
   "kind": "skill",
   "name": "shift-share",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "hundredx-os",
    "commit": "4c17bae"
   },
   "license": "private (curator-owned)",
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
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      "term": "economics",
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      "from": "rise-project:e2er"
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    ],
    "method": [
     {
      "term": "empirical",
      "via": "inferred",
      "rule": "method-empirical"
     }
    ],
    "design": [
     {
      "term": "shift-share",
      "via": "inferred",
      "rule": "design-shift-share"
     }
    ],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/hundredx-os/causal-inference-shift-share",
   "url": "https://e2er.org/skills/hundredx-os/causal-inference-shift-share"
  },
  {
   "id": "skill:hundredx-os/causal-inference-weak-instruments",
   "kind": "skill",
   "name": "weak-instruments",
   "summary": "",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "hundredx-os",
    "commit": "4c17bae"
   },
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  {
   "id": "skill:research-paper-writing-skills/research-paper-writing",
   "kind": "skill",
   "name": "research-paper-writing",
   "summary": "Draft or rewrite ML/CV/NLP paper sections into reviewer-friendly form via section-specific template guides, paragraph-by-paragraph rewriting with reverse outlining, claim-evidence mapping, and an adversarial five-dimension self-review before submission.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "research-paper-writing-skills",
    "url": "https://github.com/Master-cai/Research-Paper-Writing-Skills/blob/main/research-paper-writing/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Master-cai (GitHub)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "mapped",
      "from": "rise-project:research-paper-writing-skills"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/research-paper-writing-skills/research-paper-writing",
   "url": "https://e2er.org/skills/research-paper-writing-skills/research-paper-writing"
  },
  {
   "id": "skill:theorist-toolbox/math-proof",
   "kind": "skill",
   "name": "/math-proof",
   "summary": "Single-pass discipline for full, gap-free proofs: state what you will show before showing it, sign every term, no \"clearly\", no overgeneralizing from examples.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "theorist-toolbox",
    "url": "https://github.com/morankor/theorist-toolbox/blob/main/skills/math-proof/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Moran Koren (Ben-Gurion University of the Negev, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "inferred",
      "rule": "method-theoretical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/theorist-toolbox/math-proof",
   "url": "https://e2er.org/skills/theorist-toolbox/math-proof"
  },
  {
   "id": "skill:theorist-toolbox/codex-math",
   "kind": "skill",
   "name": "/codex-math",
   "summary": "Drives OpenAI Codex as an adversarial mathematical co-processor — verify, write, and explore modes; every output is a lead, not a verdict.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "theorist-toolbox",
    "url": "https://github.com/morankor/theorist-toolbox/blob/main/skills/codex-math/skill.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Moran Koren (Ben-Gurion University of the Negev, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/theorist-toolbox/codex-math",
   "url": "https://e2er.org/skills/theorist-toolbox/codex-math"
  },
  {
   "id": "skill:theorist-toolbox/co-math-init",
   "kind": "skill",
   "name": "/co-math-init",
   "summary": "Scaffolds a structured proof-building project (paper.tex, goals, decisions log, workstreams) with strict mode: every gap flagged unproven, nothing complete without reviewer sign-off.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "theorist-toolbox",
    "url": "https://github.com/morankor/theorist-toolbox/blob/main/skills/co-math-init/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Moran Koren (Ben-Gurion University of the Negev, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/theorist-toolbox/co-math-init",
   "url": "https://e2er.org/skills/theorist-toolbox/co-math-init"
  },
  {
   "id": "skill:theorist-toolbox/co-math-status",
   "kind": "skill",
   "name": "/co-math-status",
   "summary": "Renders a compact status view of a co-math project — goals, active workstreams, blocked items, pending reviews, recent decisions — as an ASCII diagram.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "theorist-toolbox",
    "url": "https://github.com/morankor/theorist-toolbox/blob/main/skills/co-math-status/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Moran Koren (Ben-Gurion University of the Negev, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/skills/theorist-toolbox/co-math-status",
   "url": "https://e2er.org/skills/theorist-toolbox/co-math-status"
  },
  {
   "id": "skill:theorist-toolbox/proof-readability",
   "kind": "skill",
   "name": "/proof-readability",
   "summary": "Post-verification exposition pass for already-verified proofs — six layers (architecture, signposting, justification, notation, intuition, grammar) without changing the mathematics.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "theorist-toolbox",
    "url": "https://github.com/morankor/theorist-toolbox/blob/main/skills/proof-readability/SKILL.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Moran Koren (Ben-Gurion University of the Negev, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "inferred",
      "rule": "method-theoretical"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/theorist-toolbox/proof-readability",
   "url": "https://e2er.org/skills/theorist-toolbox/proof-readability"
  },
  {
   "id": "skill:theorist-toolbox/project-coordinator",
   "kind": "skill",
   "name": "agent:project-coordinator",
   "summary": "Front door of a co-math project — reads goals.md, formalises research intent, dispatches and steers workstreams, filters low-level chatter from the user.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "theorist-toolbox",
    "url": "https://github.com/morankor/theorist-toolbox/blob/main/agents/project-coordinator.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Moran Koren (Ben-Gurion University of the Negev, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/theorist-toolbox/project-coordinator",
   "url": "https://e2er.org/skills/theorist-toolbox/project-coordinator"
  },
  {
   "id": "skill:theorist-toolbox/literature-reviewer",
   "kind": "skill",
   "name": "agent:literature-reviewer",
   "summary": "Literature searches and verified, cited workstream reports; confirms prior art and validates supporting citations for claims in paper.tex.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "theorist-toolbox",
    "url": "https://github.com/morankor/theorist-toolbox/blob/main/agents/literature-reviewer.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Moran Koren (Ben-Gurion University of the Negev, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "inferred",
      "rule": "method-literature"
     },
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/theorist-toolbox/literature-reviewer",
   "url": "https://e2er.org/skills/theorist-toolbox/literature-reviewer"
  },
  {
   "id": "skill:theorist-toolbox/prover",
   "kind": "skill",
   "name": "agent:prover",
   "summary": "Drafts proofs into paper.tex with strict discipline — every step justified, cited, or explicitly marked unproven; never hand-waves.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "theorist-toolbox",
    "url": "https://github.com/morankor/theorist-toolbox/blob/main/agents/prover.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Moran Koren (Ben-Gurion University of the Negev, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/theorist-toolbox/prover",
   "url": "https://e2er.org/skills/theorist-toolbox/prover"
  },
  {
   "id": "skill:theorist-toolbox/coder",
   "kind": "skill",
   "name": "agent:coder",
   "summary": "Python for computational exploration and numerical verification, with mandatory tests and golden values; cannot complete until tests pass and a reviewer accepts.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "theorist-toolbox",
    "url": "https://github.com/morankor/theorist-toolbox/blob/main/agents/coder.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Moran Koren (Ben-Gurion University of the Negev, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/theorist-toolbox/coder",
   "url": "https://e2er.org/skills/theorist-toolbox/coder"
  },
  {
   "id": "skill:theorist-toolbox/lean-prover",
   "kind": "skill",
   "name": "agent:lean-prover",
   "summary": "Formalises a lemma in Lean 4 and verifies it with lake build — a green build is the strongest \"proven\" the system supports; the reviewer re-runs the build rather than re-checking the mathematics.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "theorist-toolbox",
    "url": "https://github.com/morankor/theorist-toolbox/blob/main/agents/lean-prover.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Moran Koren (Ben-Gurion University of the Negev, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/theorist-toolbox/lean-prover",
   "url": "https://e2er.org/skills/theorist-toolbox/lean-prover"
  },
  {
   "id": "skill:theorist-toolbox/paper-reviewer",
   "kind": "skill",
   "name": "agent:paper-reviewer",
   "summary": "Adversarial gate — a workstream cannot be marked complete until this agent writes an explicit approval file; cross-checks references, unproven blocks, and code-vs-claim consistency.",
   "status": "in-place",
   "source": {
    "registry": "rise-skills",
    "collection": "theorist-toolbox",
    "url": "https://github.com/morankor/theorist-toolbox/blob/main/agents/paper-reviewer.md",
    "commit": "4c17bae"
   },
   "license": "MIT",
   "maintainers": [
    "Moran Koren (Ben-Gurion University of the Negev, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "default"
     }
    ],
    "method": [
     {
      "term": "review",
      "via": "inferred",
      "rule": "method-review"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/theorist-toolbox/paper-reviewer",
   "url": "https://e2er.org/skills/theorist-toolbox/paper-reviewer"
  },
  {
   "id": "skill:illustrative/first-order-coding",
   "kind": "skill",
   "name": "First-order coding in informants' terms",
   "summary": "How to code transcripts without imposing theoretical labels too early, and how to keep each concept tied to its passage.",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "organization-science",
      "via": "declared"
     },
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "qualitative",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/illustrative/first-order-coding",
   "contributors": [
    {
     "person": "person:ines-varga",
     "roles": [
      "methodology",
      "writing-original-draft"
     ]
    }
   ],
   "url": "https://e2er.org/skills/illustrative/first-order-coding"
  },
  {
   "id": "skill:illustrative/gioia-data-structure",
   "kind": "skill",
   "name": "Building a Gioia data structure",
   "summary": "From first-order concepts to second-order themes and aggregate dimensions, and how to draw the data structure figure.",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "organization-science",
      "via": "declared"
     },
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "qualitative",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/illustrative/gioia-data-structure",
   "contributors": [
    {
     "person": "person:ines-varga",
     "roles": [
      "methodology",
      "writing-original-draft"
     ]
    }
   ],
   "url": "https://e2er.org/skills/illustrative/gioia-data-structure"
  },
  {
   "id": "skill:illustrative/thought-trials",
   "kind": "skill",
   "name": "Running thought trials",
   "summary": "How to generate many heterogeneous conjectures about one problem before judging any of them.",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "organization-science",
      "via": "declared"
     },
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/illustrative/thought-trials",
   "contributors": [
    {
     "person": "person:jun-sato",
     "roles": [
      "methodology",
      "writing-original-draft"
     ]
    }
   ],
   "url": "https://e2er.org/skills/illustrative/thought-trials"
  },
  {
   "id": "skill:illustrative/selection-criteria",
   "kind": "skill",
   "name": "Declaring selection criteria for conjectures",
   "summary": "How to write selection criteria before generating conjectures, and how to record why each conjecture was kept or dropped.",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "organization-science",
      "via": "declared"
     },
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/skills/illustrative/selection-criteria",
   "contributors": [
    {
     "person": "person:jun-sato",
     "roles": [
      "methodology",
      "writing-original-draft"
     ]
    }
   ],
   "url": "https://e2er.org/skills/illustrative/selection-criteria"
  },
  {
   "id": "pipeline:aarri-bench",
   "kind": "pipeline",
   "name": "AARRI-Bench",
   "summary": "\"Act As a Real Research Intern\" (arXiv:2606.07462) — 82 containerized scenarios in standardized Harbor task format, each with an assertion-based verifier, probing whether LLM agents show the professionalism of human researchers in *granular* research situations (citation integrity, ablation-completeness audits, dead-end recognition, contradictory-advisor merging) rather than end-to-end execution. Inaugural stage of a planned three-stage AARR series (AARRI intern -> AARRA agent -> AARRS scientist); sits in the RISE evaluation-infrastructure layer alongside AstaBench, MLGym, and AIRS-Bench.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/AARR-bench/AARRI-bench",
    "commit": "4c17bae"
   },
   "maintainers": [
    "AARR-bench team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/aarri-bench",
   "url": "https://e2er.org/pipelines/aarri-bench"
  },
  {
   "id": "pipeline:academic-research-skills",
   "kind": "pipeline",
   "name": "Academic Research Skills (ARS)",
   "summary": "A comprehensive Claude Code plugin suite (v3.9.0 at scoring date) for the academic research pipeline: literature → write → review → revise → finalize. Three sub-suites — Deep Research (13 agents), Academic Paper (12 agents), Academic Paper Reviewer (7 agents) — with Style Calibration, anti-leakage protocols, Semantic Scholar API verification, VLM figure verification, and explicit human-in- the-loop gates throughout.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/Imbad0202/academic-research-skills",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Edward Cheng-I Wu"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/academic-research-skills",
   "url": "https://e2er.org/pipelines/academic-research-skills"
  },
  {
   "id": "pipeline:agent-laboratory",
   "kind": "pipeline",
   "name": "Agent Laboratory",
   "summary": "An end-to-end autonomous research workflow (arXiv:2501.04227) that guides a research idea through three phases — literature review, experimentation, and report writing — with specialized LLM-driven agents and external tools (arXiv, Hugging Face, Python, LaTeX). The companion **AgentRxiv** framework lets agents share and build on each other's outputs cumulatively.",
   "status": "in-place",
   "sourceStatus": "dormant",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/SamuelSchmidgall/AgentLaboratory",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Samuel Schmidgall",
    "community"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/agent-laboratory",
   "url": "https://e2er.org/pipelines/agent-laboratory"
  },
  {
   "id": "pipeline:ai-co-mathematician",
   "kind": "pipeline",
   "name": "AI Co-Mathematician (Google DeepMind)",
   "summary": "A closed, agentic multi-agent workbench (arXiv:2605.06651) built on Gemini 3.1 for open-ended *mathematics* research. A hierarchy of specialized agents runs under a top-level project coordinator across asynchronous, parallel workstreams — ideation, literature search, computational exploration, theorem proving, theory building — managing uncertainty, tracking failed hypotheses, and producing LaTeX write-ups with margin annotations and provenance notes. Explicitly modelled on agentic coding environments (e.g. Claude Code), it spans the full pipeline from research intent to a written mathematical result rather than optimizing a single stage.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://arxiv.org/abs/2605.06651",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Google DeepMind"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "formal-modeling",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/ai-co-mathematician",
   "url": "https://e2er.org/pipelines/ai-co-mathematician"
  },
  {
   "id": "pipeline:airs-bench",
   "kind": "pipeline",
   "name": "AIRS-Bench (Meta FAIR)",
   "summary": "A benchmark (arXiv:2602.06855) quantifying the end-to-end AI research abilities of LLM agents: 20 tasks sourced from 17 state-of-the-art ML papers across language modeling, code generation, mathematics, biochemical modeling, and time-series forecasting. Each task is a <problem, dataset, metric> triplet with a published SOTA anchor that agents must match or exceed — spanning idea, experiment, and refinement work — with no baseline code provided. Sits in the RISE evaluation-infrastructure layer alongside AstaBench, MLGym, and Aviary.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/facebookresearch/airs-bench",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Meta AI / FAIR"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/airs-bench",
   "url": "https://e2er.org/pipelines/airs-bench"
  },
  {
   "id": "pipeline:alphaevolve",
   "kind": "pipeline",
   "name": "AlphaEvolve (Google DeepMind)",
   "summary": "A Gemini-powered evolutionary coding agent that combines LLM generative capabilities with automated evaluators in an iterative propose-test-refine loop. Targets the *algorithmic and scientific discovery* arc of the RISE pipeline: given a well-defined evaluator, AlphaEvolve searches the space of programs that improve the metric the evaluator scores. Demonstrated on data-center scheduling, hardware-circuit design, kernel optimization, and — most relevant to RISE — open mathematical problems.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Google DeepMind"
   ],
   "facets": {
    "discipline": [
     {
      "term": "mathematics",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/alphaevolve",
   "url": "https://e2er.org/pipelines/alphaevolve"
  },
  {
   "id": "pipeline:ape",
   "kind": "pipeline",
   "name": "Project APE",
   "summary": "An autonomous system that generates empirical economic policy research papers end-to-end from publicly available data, then scores them via a TrueSkill tournament in which AI-generated papers compete head-to-head against peer-reviewed human benchmarks from AER and AEJ:Policy (judged by Gemini 3.1 Flash Lite). The motivating problem: \"Most policies — probably millions of them globally — are never rigorously evaluated.\"",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://ape.socialcatalystlab.org/",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Social Catalyst Lab"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-acquisition",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     },
     {
      "term": "replication",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/ape",
   "url": "https://e2er.org/pipelines/ape"
  },
  {
   "id": "pipeline:arbor",
   "kind": "pipeline",
   "name": "Arbor",
   "summary": "A generalist autonomous research agent (arXiv:2606.11926) from the WebThinker group at Renmin University: given a goal, a benchmark directory, and a metric, a Coordinator grows a persistent hypothesis tree (\"Idea Tree\") while Executors implement each idea in isolated git worktrees, run real experiments on a dev split, and merge only gains that survive a held-out test split. Sits in the experiment-driven optimization corner of the landscape alongside CORAL and AlphaEvolve rather than the paper-writing corner.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/RUC-NLPIR/Arbor",
    "commit": "4c17bae"
   },
   "maintainers": [
    "RUC-NLPIR (Gaoling School of Artificial Intelligence, Renmin University of China)",
    "Microsoft Research"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/arbor",
   "url": "https://e2er.org/pipelines/arbor"
  },
  {
   "id": "pipeline:aris",
   "kind": "pipeline",
   "name": "ARIS (Auto-Research-In-Sleep)",
   "summary": "An open-source research harness for autonomous ML research (arXiv:2605.03042) built around *cross-model adversarial collaboration*: an executor model drives forward progress while a reviewer from a different model family critiques intermediate artifacts and requests revisions. Ships as 74+ Markdown-only `SKILL.md` files plus an optional standalone CLI (ARIS-Code), with the explicit design stance that the harness is a *methodology*, not a platform, portable across Claude Code, Codex CLI, Cursor, Trae, Antigravity, Copilot CLI, OpenClaw, Windsurf, and custom agents.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Ruofeng Yang",
    "Yongcan Li",
    "Shuai Li"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     },
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/aris",
   "url": "https://e2er.org/pipelines/aris"
  },
  {
   "id": "pipeline:asta-autodiscovery",
   "kind": "pipeline",
   "name": "Asta AutoDiscovery",
   "summary": "Ai2's autonomous data-driven discovery agent (formerly AutoDS; relaunched inside AstaLabs on 2026-02-12): pointed at a structured dataset, it generates natural-language hypotheses, proposes experiment plans, writes and executes Python analyses — up to 500 experiments in a session — and ranks the resulting findings by Bayesian surprise, the shift from the LLM's prior to posterior belief in each hypothesis. Sits at the hypothesis-generation → data-analysis → code-generation slice of the pipeline; no literature layer and no paper drafting.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://allenai.org/blog/autodiscovery",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Allen Institute for AI (Ai2)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/asta-autodiscovery",
   "url": "https://e2er.org/pipelines/asta-autodiscovery"
  },
  {
   "id": "pipeline:asta-bench",
   "kind": "pipeline",
   "name": "AstaBench (AI2)",
   "summary": "An evaluation framework from AI2 for measuring scientific-research abilities of AI agents. 2,400+ examples across 11 benchmarks covering literature search, code execution, data analysis, and end-to-end discovery. Built on the InspectAI framework. Sits in the *RISE evaluation infrastructure* layer alongside Aviary and MLGym.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/allenai/asta-bench",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Allen Institute for AI"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/asta-bench",
   "url": "https://e2er.org/pipelines/asta-bench"
  },
  {
   "id": "pipeline:auto-empirical-research-skills",
   "kind": "pipeline",
   "name": "Auto-Empirical Research Skills (AERS)",
   "summary": "A Claude-plugin-structured mega-catalog of agent skills for empirical social-science research: 74 collections / 1,094 vendored skills — 7 first-party Stanford REAP × CoPaper.AI collections (including the StatsPAI causal engine and the Paper-WorkFlow meta-orchestrator) plus 67 curated, security-audited community collections — spanning topic refinement, literature review, data acquisition, identification strategy, estimation (Python/Stata/R), robustness audit, publication tables, writing, review simulation, AI-trace removal, and journal submission. The headline \"23,000+ skills\" refers to an accompanying awesome-list map of 119 ecosystem repos; the vendored, cataloged content is 1,094 skills.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Bryce Wang (Stanford REAP / CoPaper.AI)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "data-acquisition",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "replication",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     },
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/auto-empirical-research-skills",
   "url": "https://e2er.org/pipelines/auto-empirical-research-skills"
  },
  {
   "id": "pipeline:autoresearchclaw",
   "kind": "pipeline",
   "name": "AutoResearchClaw",
   "summary": "An autonomous research pipeline taking a chat-level idea to a full paper via ACP-compatible agent back-ends (Claude Code, Codex CLI, Copilot CLI, Gemini CLI, Kimi CLI). Ships v0.4.0+ with a Human-in-the-Loop Co-Pilot system offering 6 intervention modes (`full-auto` / `gate-only` / `checkpoint` / `step-by-step` / `co-pilot` / `custom`), 19 pre-loaded skills, anti-fabrication VerifiedRegistry, and CLI commands for attaching to / approving / redirecting in-flight pipelines.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/aiming-lab/AutoResearchClaw",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Aiming Lab"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/autoresearchclaw",
   "url": "https://e2er.org/pipelines/autoresearchclaw"
  },
  {
   "id": "pipeline:autosurvey",
   "kind": "pipeline",
   "name": "AutoSurvey",
   "summary": "A NeurIPS 2024 framework (arXiv:2406.10252) for automatically generating comprehensive literature surveys from a topic and a paper database. Demonstrated on survey lengths of 8k–64k tokens with reported citation-quality and content-quality scores. Sits squarely in the literature-synthesis stage of the RISE diagram.",
   "status": "in-place",
   "sourceStatus": "dormant",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/AutoSurveys/AutoSurvey",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Yidong Wang",
    "Westlake University + Peking University + Nanjing University + HIT Shenzhen + Squirrel AI"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "mapped",
      "from": "rise-focus:literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/autosurvey",
   "url": "https://e2er.org/pipelines/autosurvey"
  },
  {
   "id": "pipeline:aviary",
   "kind": "pipeline",
   "name": "Aviary (FutureHouse)",
   "summary": "A gymnasium for defining custom language-agent environments (arXiv:2412.21154), with pre-built environments for math, general knowledge, biological sequences, scientific literature search, and protein stability. Aviary is **evaluation infrastructure** for RISE systems, not a RISE pipeline itself — but it is directly relevant because it defines tasks against which RISE pipelines can be measured.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/Future-House/aviary",
    "commit": "4c17bae"
   },
   "maintainers": [
    "FutureHouse"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/aviary",
   "url": "https://e2er.org/pipelines/aviary"
  },
  {
   "id": "pipeline:claude-science",
   "kind": "pipeline",
   "name": "Claude Science",
   "summary": "Anthropic's AI workbench for researchers (\"Claude Code for science\"), announced 2026-06-30: a desktop app (macOS/Linux) in which a generalist coordinating agent with 60+ curated skills and connectors spawns specialist agents to run literature analysis, database queries, multistep data analyses, figure iteration, and manuscript drafting, with compute spanning the local machine, HPC clusters via SSH, and Modal GPUs. Covers a broad slice of the RISE pipeline from literature work through manuscript refinement, in the same big-lab workbench layer as Prism and Google Co-Scientist.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://claude.com/product/claude-science",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Anthropic"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-acquisition",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/claude-science",
   "url": "https://e2er.org/pipelines/claude-science"
  },
  {
   "id": "pipeline:clo-author",
   "kind": "pipeline",
   "name": "Clo-Author",
   "summary": "A Claude Code scaffold for empirical economics research, spanning literature review through journal submission. Eighteen agents organized as worker-critic pairs (e.g., Strategist + strategist- critic, Coder + coder-critic) with thirteen named pipeline commands from `/discover` and `/strategize` through `/write`, `/review`, `/revise`, `/talk`, and `/submit`. Targets the full inputs → knowledge production → outputs arc of the RISE diagram with a domain-specific focus on applied economics.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/hugosantanna/clo-author",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Hugo Sant'Anna (University of Alabama at Birmingham, Economics)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-acquisition",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "formal-modeling",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     },
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/clo-author",
   "url": "https://e2er.org/pipelines/clo-author"
  },
  {
   "id": "pipeline:coarse-ink",
   "kind": "pipeline",
   "name": "Coarse (coarse.ink)",
   "summary": "A web-based AI peer-review service: users upload academic papers (up to 50 MB) and receive AI-generated referee reports with 20+ detailed comments. Operates in two modes — web-based using user-supplied OpenRouter API keys, or local processing via Claude Code / Codex / Gemini CLI subscriptions. Sits squarely in the referee-simulation stage of the RISE pipeline.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://coarse.ink/",
    "commit": "4c17bae"
   },
   "maintainers": [
    "coarse.ink team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/coarse-ink",
   "url": "https://e2er.org/pipelines/coarse-ink"
  },
  {
   "id": "pipeline:coral",
   "kind": "pipeline",
   "name": "CORAL",
   "summary": "Infrastructure (arXiv:2604.01658) for *multi-agent autonomous self-evolution* — organizations of AI agents that run experiments, share knowledge through persistent stores, and continuously improve solutions against a user-supplied grading script. Sits in the *autoresearch infrastructure* layer alongside Aviary and MLGym, but emphasizes evolution and self-improvement rather than benchmarking.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/Human-Agent-Society/CORAL",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Human-Agent-Society"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/coral",
   "url": "https://e2er.org/pipelines/coral"
  },
  {
   "id": "pipeline:data-to-paper",
   "kind": "pipeline",
   "name": "data-to-paper",
   "summary": "An end-to-end framework that takes annotated data and produces *backward-traceable* scientific manuscripts: every numeric value in the output can be click-traced to the specific code line that generated it. Navigates interacting LLM and rule-based agents through data exploration, literature search, hypothesis raising, code-debugging, interpretation, and step-by-step paper writing. Released alongside an NEJM AI peer-reviewed paper (Ifargan et al., 2024 — DOI:10.1056/AIoa2400555).",
   "status": "in-place",
   "sourceStatus": "dormant",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/Technion-Kishony-lab/data-to-paper",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Roy Kishony Lab (Technion)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/data-to-paper",
   "url": "https://e2er.org/pipelines/data-to-paper"
  },
  {
   "id": "pipeline:deepresearcher",
   "kind": "pipeline",
   "name": "DeepResearcher (GAIR-NLP)",
   "summary": "An end-to-end RL-trained deep-research agent (arXiv:2504.03160) that learns to plan, retrieve, cross-validate, and self-reflect via reinforcement learning in real-world web environments rather than in simulated retrieval. Ships a 7B HuggingFace checkpoint (DeepResearcher-7b) trained via this pipeline.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/GAIR-NLP/DeepResearcher",
    "commit": "4c17bae"
   },
   "maintainers": [
    "GAIR-NLP, Shanghai Jiao Tong University"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "mapped",
      "from": "rise-focus:literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/deepresearcher",
   "url": "https://e2er.org/pipelines/deepresearcher"
  },
  {
   "id": "pipeline:econcs-bench",
   "kind": "pipeline",
   "name": "EconCS Bench",
   "summary": "A benchmark suite of open research challenges in Economics and Computation (EconCS), associated with the AI-Driven Research in EconCS workshop at EC 2026. 24 open problems — mechanism design, fair division (EFX, MMS, PMMS), prophet inequalities, information design, complexity of equilibria — each a markdown PROBLEM.md with YAML metadata, contributor attribution, known results, and an optional difficulty rating (Approachable / Challenging / Hard). Sits in the RISE evaluation-infrastructure layer alongside AstaBench, Aviary, and MLGym, but targets formal *theory* research rather than empirical, coding, or literature tasks.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/aieconcs/econcs-bench",
    "commit": "4c17bae"
   },
   "maintainers": [
    "AI-driven Research in EconCS workshop organizers (EC 2026)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "formal-modeling",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/econcs-bench",
   "url": "https://e2er.org/pipelines/econcs-bench"
  },
  {
   "id": "pipeline:evoscientist",
   "kind": "pipeline",
   "name": "EvoScientist",
   "summary": "A self-evolving AI scientist system (arXiv:2603.08127) built on the DeepAgents framework. Six sub-agents (plan, research, code, debug, analyze, write) co-evolve with persistent memory, adaptive per-turn tool selection, dynamic system-prompt rewriting, and installable skill / knowledge packs (EvoSkills). Positioned around \"vibe research\" — a human-on-the-loop paradigm where the AI acts as a co-evolving research buddy that internalizes scholarly taste.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/EvoScientist/EvoScientist",
    "commit": "4c17bae"
   },
   "maintainers": [
    "EvoScientist team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/evoscientist",
   "url": "https://e2er.org/pipelines/evoscientist"
  },
  {
   "id": "pipeline:google-co-scientist",
   "kind": "pipeline",
   "name": "AI Co-Scientist (Google DeepMind)",
   "summary": "Google's closed multi-agent research partner (announced Feb 2025, published in Nature 2026-05-19) that generates, debates, and evolves novel research hypotheses. Built on Gemini, it orchestrates six specialized agents — Generation, Reflection, Ranking, Proximity, Evolution, Meta-review — under a Supervisor, using Elo-based tournaments and simulated scientific debate to surface and refine ideas. It sits in the upstream *ideation* layer: it proposes hypotheses and experiments but does not run experiments, analyze data, or draft papers.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://deepmind.google/blog/co-scientist-a-multi-agent-ai-partner-to-accelerate-research/",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Google DeepMind",
    "Google Research"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/google-co-scientist",
   "url": "https://e2er.org/pipelines/google-co-scientist"
  },
  {
   "id": "pipeline:gpt-researcher",
   "kind": "pipeline",
   "name": "GPT Researcher",
   "summary": "An autonomous \"deep research\" agent that produces long-form, cited reports on any topic from web and local sources. Uses a planner + parallel execution-agent architecture inspired by Plan-and-Solve and RAG; outputs reports of 2,000+ words with smart image scraping and inline image generation.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/assafelovic/gpt-researcher",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Assaf Elovic",
    "community"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "mapped",
      "from": "rise-focus:literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/gpt-researcher",
   "url": "https://e2er.org/pipelines/gpt-researcher"
  },
  {
   "id": "pipeline:kosmos",
   "kind": "pipeline",
   "name": "Kosmos (jimmc414 implementation)",
   "summary": "An open-source implementation of the Kosmos AI scientist architecture (Lu et al., arXiv:2511.02824), adapted to run via Claude Code or the Anthropic / OpenAI APIs. Runs autonomous research cycles: hypothesis generation, experiment design, code execution in sandboxed Docker, validation against an 8-dimension quality framework, and knowledge-graph construction.",
   "status": "prototype",
   "sourceStatus": "research-prototype",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/jimmc414/Kosmos",
    "commit": "4c17bae"
   },
   "maintainers": [
    "jimmc414"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/kosmos",
   "url": "https://e2er.org/pipelines/kosmos"
  },
  {
   "id": "pipeline:lifescibench",
   "kind": "pipeline",
   "name": "LifeSciBench",
   "summary": "OpenAI's expert-authored benchmark (announced 2026-06-17) for measuring how well AI models support real-world life-science research. 750 free-response tasks span seven workflows — evidence handling, analysis, design/optimization, scientific reasoning, validation/operations, translation, and scientific communication — across seven biological domains, each pairing a scientific prompt, supporting artifacts, and an expert-written grading rubric. Sits in the RISE evaluation-infrastructure layer alongside AstaBench and EconCS Bench, but targets biomedical research capability.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://openai.com/index/introducing-life-sci-bench/",
    "commit": "4c17bae"
   },
   "maintainers": [
    "OpenAI"
   ],
   "facets": {
    "discipline": [
     {
      "term": "biomedical",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/lifescibench",
   "url": "https://e2er.org/pipelines/lifescibench"
  },
  {
   "id": "pipeline:marg",
   "kind": "pipeline",
   "name": "MARG (Multi-Agent Review Generation)",
   "summary": "A research artifact (arXiv:2401.04259) and reusable demo for generating peer reviews of scientific papers using multiple specialized agents. Ships with a web interface and reproduction scripts for the published user study comparing MARG-S to single-LLM baselines (SARG-B, LiZCa). Sits at the referee-simulation stage of the RISE pipeline.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/allenai/marg-reviewer",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Allen Institute for AI"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/marg",
   "url": "https://e2er.org/pipelines/marg"
  },
  {
   "id": "pipeline:mlgym",
   "kind": "pipeline",
   "name": "MLGym (Meta)",
   "summary": "A gym-style framework and benchmark (MLGym-Bench, arXiv:2502.14499) for advancing AI research agents on 13 diverse ML research tasks (CV, NLP, RL, game theory). Like [`aviary`](aviary.md), MLGym is **evaluation infrastructure** for RISE-style systems rather than a RISE pipeline itself.",
   "status": "in-place",
   "sourceStatus": "dormant",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/facebookresearch/MLGym",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Meta AI / FAIR"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/mlgym",
   "url": "https://e2er.org/pipelines/mlgym"
  },
  {
   "id": "pipeline:naturebench",
   "kind": "pipeline",
   "name": "NatureBench",
   "summary": "A cross-discipline benchmark (arXiv:2606.24530) of 90 tasks distilled from peer-reviewed Nature-family papers across six scientific domains, asking whether AI coding agents can match — or surpass — the published state of the art. Each task is a containerized package (task brief, the paper's dataset, a held-out test set with hidden ground truth, an automated evaluator) built by NatureGym, an automated Claude-Code-skills pipeline that converts a published paper into an executable Docker task. Sits in the RISE evaluation-infrastructure layer alongside AstaBench, MLGym, and EconCS Bench, but targets empirical scientific ML with executable, SOTA-anchored scoring.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/FrontisAI/NatureBench",
    "commit": "4c17bae"
   },
   "maintainers": [
    "FrontisAI"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/naturebench",
   "url": "https://e2er.org/pipelines/naturebench"
  },
  {
   "id": "pipeline:open-coscientist",
   "kind": "pipeline",
   "name": "Open CoScientist Agents",
   "summary": "An open-source implementation of Google DeepMind's *AI co-scientist* (arXiv:2502.18864), built on LangGraph and GPT Researcher. Realizes the co-scientist's multi-agent design — literature review, generation, reflection, evolution, meta-review, supervisor, and a tournament-style hypothesis competition with ELO ranking.",
   "status": "in-place",
   "sourceStatus": "archived",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/conradry/open-coscientist-agents",
    "commit": "4c17bae"
   },
   "maintainers": [
    "conradry"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/open-coscientist",
   "url": "https://e2er.org/pipelines/open-coscientist"
  },
  {
   "id": "pipeline:open-scholar",
   "kind": "pipeline",
   "name": "OpenScholar (AI2)",
   "summary": "A retrieval-augmented LM designed to answer scientific queries by searching the literature and generating responses grounded in sources. Releases include training code, an 8B fine-tuned Llama checkpoint, an offline retrieval index, and the ScholarQABench evaluation suite. Sits in the literature block of the RISE diagram with strong evaluation tooling.",
   "status": "in-place",
   "sourceStatus": "dormant",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/AkariAsai/OpenScholar",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Akari Asai",
    "Allen Institute for AI"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "mapped",
      "from": "rise-focus:literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/open-scholar",
   "url": "https://e2er.org/pipelines/open-scholar"
  },
  {
   "id": "pipeline:openscience",
   "kind": "pipeline",
   "name": "OpenScience",
   "summary": "An open-source (Apache-2.0), model-agnostic AI workbench for scientific research, launched 2026-07-03 as an explicit open alternative to Claude Science: a Bun/TypeScript monorepo whose CLI starts a local server hosting a browser workspace, an agent runtime (default `research` agent plus `biology`/`physics`/`ml` specialists with critique and literature-review sub-agents), 292 bundled markdown skills, and ~30 scientific-database connectors (UniProt, PDB, ChEMBL, PubChem, arXiv, OpenAlex, Semantic Scholar). Sits in the big-lab workbench layer alongside Claude Science, Prism, and Google Co-Scientist, but self-hosted and bring-your-own-key.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/synthetic-sciences/openscience",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Synthetic Sciences (Ishaan Gangwani, Aayam Bansal)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "data-acquisition",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/openscience",
   "url": "https://e2er.org/pipelines/openscience"
  },
  {
   "id": "pipeline:paper-qa",
   "kind": "pipeline",
   "name": "PaperQA2 (FutureHouse)",
   "summary": "A high-accuracy retrieval-augmented generation package focused on scientific PDFs (and Office docs, source code). PaperQA2 combines agentic document retrieval with metadata enrichment (incl. retraction checks) to answer questions over scientific corpora with citations. Sits in the knowledge-layer block of the RISE diagram as a building block, not a full pipeline.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/Future-House/paper-qa",
    "commit": "4c17bae"
   },
   "maintainers": [
    "FutureHouse"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "mapped",
      "from": "rise-focus:literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/paper-qa",
   "url": "https://e2er.org/pipelines/paper-qa"
  },
  {
   "id": "pipeline:paper2code",
   "kind": "pipeline",
   "name": "PaperCoder (Paper2Code)",
   "summary": "An ICLR 2026 multi-agent system (arXiv:2504.17192) that transforms a machine-learning paper into a working code repository via a three-stage pipeline (planning, analysis, code generation) with specialized agents per stage. Sits at the replication / code- generation block of the RISE pipeline, distinct from referee- simulation or drafting tools.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/going-doer/Paper2Code",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang (KAIST)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "replication",
      "via": "mapped",
      "from": "rise-focus:replication"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "replication",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/paper2code",
   "url": "https://e2er.org/pipelines/paper2code"
  },
  {
   "id": "pipeline:prism",
   "kind": "pipeline",
   "name": "Prism",
   "summary": "OpenAI's free AI-native LaTeX workspace for scientific writing and collaboration, launched late January 2026 on Crixet, a cloud LaTeX platform OpenAI acquired. GPT-5.2 (upgraded to GPT-5.3 with Codex CLI in March 2026) operates inside the document with access to the paper's structure, equations, citations, and figures, covering drafting, revision, real-time collaboration, arXiv-backed referencing, and publication prep. Sits in the writing layer of the RISE pipeline — the manuscript-workspace counterpart to workbench products like Claude Science.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://openai.com/prism/",
    "commit": "4c17bae"
   },
   "maintainers": [
    "OpenAI"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "dissemination",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/prism",
   "url": "https://e2er.org/pipelines/prism"
  },
  {
   "id": "pipeline:recast-causal-ai",
   "kind": "pipeline",
   "name": "RECAST (Replication and Extension with Causal AI Statistical Toolkit)",
   "summary": "An end-to-end autonomous pipeline for the *replication + extension + peer-review* arc of the RISE concept diagram. Given a published econometrics paper and its replication data, RECAST reproduces the original results, extends them using Double/Debiased Machine Learning (7 ML methods, 20+ sample splits) and Causal Forests, runs the extended findings through a structured three-referee AI review, and emits a final synthesis report.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/qgallea/recast-showcase",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Quentin Gallea (thecausalmindset.com)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "mapped",
      "from": "econometrics"
     }
    ],
    "method": [
     {
      "term": "replication",
      "via": "mapped",
      "from": "rise-focus:replication"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "replication",
      "via": "declared"
     },
     {
      "term": "data-acquisition",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "mapped",
      "from": "peer-review"
     },
     {
      "term": "paper-drafting",
      "via": "mapped",
      "from": "drafting"
     }
    ]
   },
   "href": "/pipelines/recast-causal-ai",
   "url": "https://e2er.org/pipelines/recast-causal-ai"
  },
  {
   "id": "pipeline:refine-ink",
   "kind": "pipeline",
   "name": "Refine (refine.ink)",
   "summary": "A commercial AI peer-review service that produces reviewer-grade feedback on academic papers within ~20–40 minutes by running multi-hour parallel compute jobs (~2+ hours per review). Targets four error classes: accuracy (statistical / methodological), mathematical reasoning (proof gaps, edge cases), internal consistency (text↔tables↔citations), and general rigor. Sits in the referee-simulation stage of the RISE pipeline.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://www.refine.ink/",
    "commit": "4c17bae"
   },
   "maintainers": [
    "refine.ink team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/refine-ink",
   "url": "https://e2er.org/pipelines/refine-ink"
  },
  {
   "id": "pipeline:reprorepo",
   "kind": "pipeline",
   "name": "ReproRepo",
   "summary": "A framework (arXiv:2606.18237) for building issue-grounded reproducibility-audit benchmarks from paper-repository pairs: it collects conference paper metadata and repo links, curates reproducibility-related GitHub issues via LLM review, pins fixed paper/repository snapshots, runs blind static-audit agents, and scores whether agent findings match hidden human-reported reproduction blockers. Evaluated at scale on 1,149 ML papers. Sits in the RISE evaluation-infrastructure layer and speaks directly to the replication-infrastructure interest.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/LithiumDA/ReproRepo",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Shanda Li and collaborators (Carnegie Mellon University)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "replication",
      "via": "mapped",
      "from": "rise-focus:replication"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "replication",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/reprorepo",
   "url": "https://e2er.org/pipelines/reprorepo"
  },
  {
   "id": "pipeline:research-paper-writing-skills",
   "kind": "pipeline",
   "name": "Research Paper Writing Skills",
   "summary": "A single portable skill package (`research-paper-writing/`) for ML/CV/NLP paper writing: a SKILL.md core workflow plus eight section-specific reference guides (abstract, introduction, related work, method, experiments, conclusion, paper review, paragraph flow) and an example bank, curated and adapted from Prof. Peng Sida's (Zhejiang University) widely used open research-writing notes. Installs by directory copy into Codex, Claude Code, or Gemini CLI. Sits in the skills/knowledge-asset layer alongside Academic Research Skills, but is content-first: distilled human writing pedagogy packaged as agent-consumable markdown rather than an engineered agent pipeline.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/Master-cai/Research-Paper-Writing-Skills",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Xudong Cai (Renmin University of China)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/research-paper-writing-skills",
   "url": "https://e2er.org/pipelines/research-paper-writing-skills"
  },
  {
   "id": "pipeline:research-town",
   "kind": "pipeline",
   "name": "ResearchTown",
   "summary": "An ICML 2025 multi-agent platform for *community-level* automatic research simulation. ResearchTown models a research community as agents (Researchers), environments (collaboration rooms), and engines (state-machine controllers that route agents between tasks like idea discussion, rebuttal writing, paper writing, and reviewing). Sits in the ideation + lit-synthesis + drafting + review block.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/ulab-uiuc/research-town",
    "commit": "4c17bae"
   },
   "maintainers": [
    "ULab, UIUC"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/research-town",
   "url": "https://e2er.org/pipelines/research-town"
  },
  {
   "id": "pipeline:researchagent",
   "kind": "pipeline",
   "name": "ResearchAgent (NAACL 2025)",
   "summary": "The NAACL 2025 reference implementation (arXiv:2404.07738) of *iterative research idea generation over scientific literature*. Starting from a core paper, the system retrieves related work and entities, proposes a research problem, and refines it via parallel multi-criteria reviews from LLM reviewer agents.",
   "status": "in-place",
   "sourceStatus": "dormant",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/JinheonBaek/ResearchAgent",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/researchagent",
   "url": "https://e2er.org/pipelines/researchagent"
  },
  {
   "id": "pipeline:reviewer",
   "kind": "pipeline",
   "name": "Reviewer (Ingar30)",
   "summary": "A reproducible multi-agent reviewer for academic economics papers. Takes a PDF as input, runs a fixed set of mandatory reviewers plus dynamically-selected optional reviewers, validates their JSON output against schemas, deduplicates findings, and assembles a final editor report. Sits firmly in the referee-simulation stage of the RISE pipeline.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/Ingar30/reviewer",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Ingar30"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/reviewer",
   "url": "https://e2er.org/pipelines/reviewer"
  },
  {
   "id": "pipeline:robin",
   "kind": "pipeline",
   "name": "Robin (FutureHouse)",
   "summary": "A multi-agent system for automating scientific discovery (arXiv:2505.13400), with explicit support for hypothesis generation, experiment design, and data analysis. The hypothesis and experiment modules are usable standalone; the full data-analysis path requires FutureHouse's commercial Edison platform.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/Future-House/robin",
    "commit": "4c17bae"
   },
   "maintainers": [
    "FutureHouse"
   ],
   "facets": {
    "discipline": [
     {
      "term": "biomedical",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-acquisition",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/robin",
   "url": "https://e2er.org/pipelines/robin"
  },
  {
   "id": "pipeline:sakana-ai-scientist-v1",
   "kind": "pipeline",
   "name": "Sakana AI Scientist (v1)",
   "summary": "The original AI Scientist release (arXiv:2408.06292): an end-to-end agentic pipeline that ideates, runs experiments, and writes a paper with self-review on a fixed set of CS templates (NanoGPT, 2D Diffusion, Grokking). Foundational reference for the AI-scientist line and direct predecessor to v2.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/SakanaAI/AI-Scientist",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Sakana AI"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/sakana-ai-scientist-v1",
   "url": "https://e2er.org/pipelines/sakana-ai-scientist-v1"
  },
  {
   "id": "pipeline:sakana-ai-scientist",
   "kind": "pipeline",
   "name": "Sakana AI Scientist v2",
   "summary": "An autonomous \"AI scientist\" pipeline that ideates, runs experiments (primarily ML), drafts a paper, and self-reviews. Targets the full RISE arc end-to-end with minimal human oversight per task.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/SakanaAI/AI-Scientist-v2",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Sakana AI"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/sakana-ai-scientist",
   "url": "https://e2er.org/pipelines/sakana-ai-scientist"
  },
  {
   "id": "pipeline:scholar-loop",
   "kind": "pipeline",
   "name": "Scholar Loop",
   "summary": "A single-maintainer \"autonomous AI scientist\" that runs the full PhD loop on a single-GPU budget: literature scouting (arXiv + OpenAlex, citation-ranked), grounded hypothesis generation, debate-gated real PyTorch experiments in a smoke -> verify -> full funnel, reflection into a time-decaying skill library, and a number-grounded write-up with self-review — all under a self-stopping budget governor. Sits with the AI-scientist family (Sakana, Agent Laboratory) but leads with deterministic anti-reward-hacking guards rather than scale.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/renee-jia/scholar-loop",
    "commit": "4c17bae"
   },
   "maintainers": [
    "renee-jia"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/scholar-loop",
   "url": "https://e2er.org/pipelines/scholar-loop"
  },
  {
   "id": "pipeline:social-science-replicability",
   "kind": "pipeline",
   "name": "Social Science Replicability Infrastructure",
   "summary": "Infrastructure aimed at the replication stage of the RISE pipeline: given a published paper, attempt to reproduce its empirical results in an automated or semi-automated fashion. Sits squarely in the replication block of the RISE diagram.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/benjamin-kohler/social_science_replicability",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Benjamin Köhler"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "replication",
      "via": "mapped",
      "from": "rise-focus:replication"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "replication",
      "via": "declared"
     },
     {
      "term": "data-acquisition",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/social-science-replicability",
   "url": "https://e2er.org/pipelines/social-science-replicability"
  },
  {
   "id": "pipeline:statspai",
   "kind": "pipeline",
   "name": "StatsPAI",
   "summary": "An \"agent-native\" Python library for causal inference and applied econometrics — a Stata/R-replacement workbench (regress, ivreg, feols, Callaway-Sant'Anna DiD, rdrobust, synthetic control, matching, DML, meta-learners, causal forests, structural estimation; 1,145 registered functions across 87 submodules) whose structured result objects, machine-readable schemas, and MCP server are designed for LLM agents to call. Sits in the infrastructure-for-pipelines layer of RISE, like ToolUniverse, not a research pipeline itself.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/brycewang-stanford/StatsPAI",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Biaoyue (Bryce) Wang (Stanford REAP)",
    "Scott Rozelle (Stanford REAP)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-analysis",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/statspai",
   "url": "https://e2er.org/pipelines/statspai"
  },
  {
   "id": "pipeline:storm",
   "kind": "pipeline",
   "name": "STORM / Co-STORM",
   "summary": "An LLM-powered knowledge-curation system that writes Wikipedia-style long-form articles from web search. STORM uses perspective-guided question asking and simulated conversations between a writer and a topic expert; Co-STORM (EMNLP 2024) adds a collaborative discourse protocol with human-in-the-loop and a dynamic mind map.",
   "status": "in-place",
   "sourceStatus": "dormant",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/stanford-oval/storm",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Stanford OVAL"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "mapped",
      "from": "rise-focus:literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/storm",
   "url": "https://e2er.org/pipelines/storm"
  },
  {
   "id": "pipeline:surveyx",
   "kind": "pipeline",
   "name": "SurveyX",
   "summary": "An academic survey-automation system (arXiv:2502.14776) that generates domain-specific surveys from a paper title plus retrieval keywords. Open-source repository ships only the offline processing path; full-version capabilities (real-time online search, multimodal parsing) are gated behind the hosted surveyx.cn service.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/IAAR-Shanghai/SurveyX",
    "commit": "4c17bae"
   },
   "maintainers": [
    "IAAR Shanghai"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "mapped",
      "from": "rise-focus:literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/surveyx",
   "url": "https://e2er.org/pipelines/surveyx"
  },
  {
   "id": "pipeline:tongyi-deepresearch",
   "kind": "pipeline",
   "name": "Tongyi DeepResearch",
   "summary": "An agentic large language model purpose-built for long-horizon deep-information-seeking tasks (arXiv:2510.24701), shipped both as open weights (30.5B total / 3.3B active) and as inference code with ReAct and 'Heavy' (IterResearch) modes. Sits in the literature/ synthesis block of the RISE diagram, with state-of-the-art reported results on agentic-search benchmarks (BrowseComp, FRAMES, Humanity's Last Exam).",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/Alibaba-NLP/DeepResearch",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Tongyi Lab, Alibaba"
   ],
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "literature-review",
      "via": "mapped",
      "from": "rise-focus:literature"
     }
    ],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "literature-synthesis",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/tongyi-deepresearch",
   "url": "https://e2er.org/pipelines/tongyi-deepresearch"
  },
  {
   "id": "pipeline:tooluniverse",
   "kind": "pipeline",
   "name": "ToolUniverse",
   "summary": "A curated tool registry and MCP server (arXiv:2509.23426) that packages biomedical, chemical, and general scientific APIs into a uniform agent-callable surface. Distributed as an MCP server, a Python SDK, and an agent-skills bundle; sits in the *infrastructure for RISE pipelines* layer, not as a pipeline itself.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/mims-harvard/ToolUniverse",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Mims Lab, Harvard Medical School (Zitnik Lab)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "biomedical",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "data-acquisition",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/tooluniverse",
   "url": "https://e2er.org/pipelines/tooluniverse"
  },
  {
   "id": "pipeline:zeropaper",
   "kind": "pipeline",
   "name": "zeropaper (Auto AI Research Template)",
   "summary": "An autonomous research-paper pipeline that uses Claude Code, Codex, or Gemini CLI as the subagent dispatcher. From a chosen variant (finance theory, macro theory, finance + empirical with CRSP / Compustat / FRED, finance + theory_llm, or seed / manual / faithful / light modes) it runs problem discovery → idea generation → theory development → math verification → paper writing → referee simulation, producing watermarked PDF drafts under a restrictive academic-use license.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/alejandroll10/zeropaper",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Alejandro Aldea (Institute for Automated Research)"
   ],
   "facets": {
    "discipline": [
     {
      "term": "finance",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "rq-formulation",
      "via": "declared"
     },
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "literature-discovery",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "formal-modeling",
      "via": "declared"
     },
     {
      "term": "data-acquisition",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/zeropaper",
   "url": "https://e2er.org/pipelines/zeropaper"
  },
  {
   "id": "pipeline:zochi",
   "kind": "pipeline",
   "name": "Zochi (Intology)",
   "summary": "An end-to-end \"artificial scientist\" system from Intology, claimed to span hypothesis generation through to peer-reviewed publication. Differentiates itself from earlier AI-scientist releases by publishing the *outputs* — accepted ACL 2025 and ICLR 2025 workshop papers (CS-ReFT, Tempest/Siege) with reported state-of-the-art results — rather than only the pipeline.",
   "status": "in-place",
   "sourceStatus": "active",
   "source": {
    "registry": "rise-projects",
    "collection": "projects/landscape",
    "url": "https://github.com/IntologyAI/Zochi",
    "commit": "4c17bae"
   },
   "maintainers": [
    "Andy Zhou and Intology team"
   ],
   "facets": {
    "discipline": [
     {
      "term": "computer-science",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "hypothesis-generation",
      "via": "declared"
     },
     {
      "term": "research-design",
      "via": "declared"
     },
     {
      "term": "data-analysis",
      "via": "declared"
     },
     {
      "term": "code-generation",
      "via": "declared"
     },
     {
      "term": "paper-drafting",
      "via": "declared"
     },
     {
      "term": "revision-editing",
      "via": "declared"
     },
     {
      "term": "referee-simulation",
      "via": "declared"
     }
    ]
   },
   "href": "/pipelines/zochi",
   "url": "https://e2er.org/pipelines/zochi"
  },
  {
   "id": "connector:anthropic",
   "kind": "connector",
   "name": "Anthropic API",
   "summary": "Runs the specialists on Anthropic's Claude models through the API.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/llm/anthropic.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/connectors/anthropic",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/connectors/anthropic"
  },
  {
   "id": "connector:openrouter",
   "kind": "connector",
   "name": "OpenRouter",
   "summary": "Runs the specialists on models from many providers through OpenRouter.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/llm/openrouter.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/connectors/openrouter",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/connectors/openrouter"
  },
  {
   "id": "connector:claude-code",
   "kind": "connector",
   "name": "Claude Code",
   "summary": "Runs the specialists through a local Claude Code installation and its subscription.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/llm/claude_code.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/connectors/claude-code",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/connectors/claude-code"
  },
  {
   "id": "connector:codex",
   "kind": "connector",
   "name": "Codex",
   "summary": "Runs the specialists through a local Codex installation.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/llm/codex.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
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    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/connectors/codex",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/connectors/codex"
  },
  {
   "id": "connector:gemini",
   "kind": "connector",
   "name": "Gemini",
   "summary": "Runs the specialists through a local Gemini installation.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/llm/gemini.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": []
   },
   "href": "/connectors/gemini",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/connectors/gemini"
  },
  {
   "id": "connector:pdf-folder",
   "kind": "connector",
   "name": "PDF folder",
   "summary": "Uses a folder of your own papers as the study's library.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/literature/local_pdf_meta.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     }
    ]
   },
   "href": "/connectors/pdf-folder",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/connectors/pdf-folder"
  },
  {
   "id": "connector:zotero-local",
   "kind": "connector",
   "name": "Zotero library (local)",
   "summary": "Uses your local Zotero library, detected by its zotero.sqlite, as the study's library.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/literature/local_zotero.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     }
    ]
   },
   "href": "/connectors/zotero-local",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/connectors/zotero-local"
  },
  {
   "id": "connector:zotero-web",
   "kind": "connector",
   "name": "Zotero Web API",
   "summary": "Reads a user or group library from zotero.org.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/literature/zotero.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
     }
    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
     }
    ]
   },
   "href": "/connectors/zotero-web",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/connectors/zotero-web"
  },
  {
   "id": "connector:openalex",
   "kind": "connector",
   "name": "OpenAlex",
   "summary": "Finds literature and confirms that cited works exist.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/literature/openalex.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
     {
      "term": "general",
      "via": "declared"
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    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
      "via": "declared"
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    ]
   },
   "href": "/connectors/openalex",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
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    }
   ],
   "url": "https://e2er.org/connectors/openalex"
  },
  {
   "id": "connector:crossref",
   "kind": "connector",
   "name": "Crossref",
   "summary": "Confirms references against Crossref's DOI records.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/literature/crossref.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
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    ],
    "method": [],
    "design": [],
    "stage": [
     {
      "term": "literature-discovery",
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    ]
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   "href": "/connectors/crossref",
   "contributors": [
    {
     "person": "person:e2er-contributors",
     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/connectors/crossref"
  },
  {
   "id": "connector:semantic-scholar",
   "kind": "connector",
   "name": "Semantic Scholar",
   "summary": "Finds literature and confirms references; a key raises the rate limit.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/literature/semantic_scholar.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
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    "design": [],
    "stage": [
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   },
   "href": "/connectors/semantic-scholar",
   "contributors": [
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      "methodology"
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    }
   ],
   "url": "https://e2er.org/connectors/semantic-scholar"
  },
  {
   "id": "connector:arxiv",
   "kind": "connector",
   "name": "arXiv",
   "summary": "Finds preprints on arXiv.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/literature/arxiv.py",
    "commit": "3b91f0e"
   },
   "license": "MIT",
   "facets": {
    "discipline": [
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      "term": "general",
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    ],
    "method": [],
    "design": [],
    "stage": [
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    ]
   },
   "href": "/connectors/arxiv",
   "contributors": [
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     "roles": [
      "software",
      "methodology"
     ]
    }
   ],
   "url": "https://e2er.org/connectors/arxiv"
  },
  {
   "id": "connector:unpaywall",
   "kind": "connector",
   "name": "Unpaywall",
   "summary": "Finds legal open-access copies of papers.",
   "status": "in-place",
   "source": {
    "registry": "e2er",
    "collection": "src/modules/literature/unpaywall.py",
    "commit": "3b91f0e"
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   "license": "MIT",
   "facets": {
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    ],
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    "design": [],
    "stage": [
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    ]
   },
   "href": "/connectors/unpaywall",
   "contributors": [
    {
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     "roles": [
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     ]
    }
   ],
   "url": "https://e2er.org/connectors/unpaywall"
  },
  {
   "id": "connector:data-folder",
   "kind": "connector",
   "name": "Your data folder",
   "summary": "Brings your own CSV, Parquet, Excel and other data files into a run.",
   "status": "in-place",
   "source": {
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    "Nemeth, Stephen"
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   "id": "dataset:dataverse/10-7910-dvn-awwrim",
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   "name": "Replication Data for \"Prompt-imposed structure: a methodological evaluation of  LLM-generated survey data for theory-based modeling\"",
   "summary": "There are three files in total: (1) the original dataset, which includes both human-generated and AI-generated data across five rounds; (2) the prompt file, detailing the instructions used to generate AI data; and (3) the analysis protocol for conducting PLS-SEM using SmartPLS. Prepared for journal ",
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   "maintainers": [
    "Zhangwei Zheng"
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   "id": "dataset:zenodo/4619197",
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   "maintainers": [
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   "maintainers": [
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  {
   "id": "dataset:zenodo/8301037",
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   "name": "Replication data for impact evaluation of two large-scale forestry incentive programs in Guatemala",
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   "status": "in-place",
   "source": {
    "registry": "zenodo",
    "url": "https://doi.org/10.6078/D1CH98"
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   "license": "cc-zero",
   "maintainers": [
    "Patrick, Evan",
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    "Potts, Matthew"
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   "maintainers": [
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   "id": "dataset:dataverse/10-7910-dvn-24714",
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   "source": {
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   "maintainers": [
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   "status": "in-place",
   "source": {
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   "maintainers": [
    "Pang, Xun",
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   "id": "dataset:zenodo/10651755",
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   "name": "Replication package for: \"Demand for Commitment in Credit and Saving Contracts: A Field Experiment\"",
   "summary": "This is the replication package for the paper \"Demand for Commitment in Credit and Saving Contracts: A Field Experiment\" (Economic Journal). It follows the replication style of the Economic Journal.",
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   "source": {
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   "maintainers": [
    "Afzal, Uzma",
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    "Said, Farah"
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   "id": "dataset:zenodo/10059860",
   "kind": "dataset",
   "name": "Replication package for: \"Partisan effects of information campaigns in competitive authoritarian elections: Evidence from Bangladesh\"",
   "summary": "Ahmed, F., Hodler, R. and Islam, A. (2023). \"Partisan effects of information campaigns in competitive authoritarian elections: Evidence from Bangladesh\", The Economic Journal (forthcoming)",
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   "source": {
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   "license": "cc-by-4.0",
   "maintainers": [
    "Ahmed, Firoz",
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   "href": "/datasets/zenodo/10059860",
   "url": "https://e2er.org/datasets/zenodo/10059860"
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   "id": "dataset:zenodo/17014730",
   "kind": "dataset",
   "name": "Replication package: Dataset and stata-do-file for analysis in \"Disclosing Group Members' Identities Reduces Cooperation  in an Artefactual Public Goods Field Experiment\"",
   "summary": "This dataset was used for the analysis in \"Does the Disclosure of Group Members&rsquo; Identities Affect Cooperation? Evidence from an Artefactual Public Good Field Experiment\". The data was collected in Namibia in 2017 as part of the SASSCAL research project by Nils Christian Hoenow as a member of ",
   "status": "in-place",
   "source": {
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   "maintainers": [
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   "id": "dataset:zenodo/10402160",
   "kind": "dataset",
   "name": "Replication package: Dataset and stata-do-file for analysis in \"Intragroup communication in social dilemmas: An artefactual public good field experiment in small-scale communities\"",
   "summary": "This dataset was used for the analysis in \"Intragroup communication in social dilemmas: An artefactual public good field experiment in small-scale communities\". The data was collected in Namibia in 2017 as part of the SASSCAL research project by Nils Christian Hoenow and Adrian Pourviseh as members ",
   "status": "in-place",
   "source": {
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   "maintainers": [
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   "id": "dataset:zenodo/14801052",
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   "name": "The Role of Mindset in Education  replication package",
   "summary": "This package contains the dataset and code necessary to replicate the analyses in the paper Elise Huillery, Adrien Bouguen, Axelle Charpentier, Yann Algan, Coralie Chevallier (2024), The Role of Mindset in Education : A Large-Scale Field Experiment in Disadvantaged Schools, published in the Economic",
   "status": "in-place",
   "source": {
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   "license": "cc-by-4.0",
   "maintainers": [
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   "id": "dataset:dataverse/10-7910-dvn-ctl5rp",
   "kind": "dataset",
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   "source": {
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   "maintainers": [
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   "id": "dataset:dataverse/10-7910-dvn-leofta",
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   "name": "Replication Data for: Motivating Job Seekers. A Field Experiment",
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   "maintainers": [
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   "id": "dataset:zenodo/17718728",
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   "summary": "Materials/ │ ├── FC_NoFFUNDS.csv ├── FC_model.csv ├── FC_data.csv ├── Rf_daily.csv ├── TB3MS.csv │ ├── 01_data_cleaning_template.R └── 02_analysis_from_FC_NoFFUNDS.R This repository contains the supplementary processed dataset and replication code for the manuscript: &ldquo;Asymmetric Impact of Fed ",
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   "source": {
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   "maintainers": [
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    "Shu, Min"
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   "name": "Replication data and code for \"Mandatory provident fund returns under domestic debt restructuring: evidence from Sri Lanka\"",
   "summary": "This repository contains the replication data and code for the manuscript \"Mandatory provident fund returns under domestic debt restructuring: evidence from Sri Lanka\" (Humanities and Social Sciences Communications). It includes seven CSV datasets (the 63 eligible Treasury bonds exchanged under the ",
   "status": "in-place",
   "source": {
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   "maintainers": [
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   "href": "/datasets/zenodo/22640176",
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   "summary": "This archive is the complete replication package for the manuscript \"Central Signal Premium and Purity-Amplified Reactions to Emerging Industry Initiatives: Evidence from China's Low-Altitude Economy\", under double-anonymized peer review at a peer-reviewed economics journal. Author identity and affi",
   "status": "in-place",
   "source": {
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   "id": "dataset:zenodo/15844127",
   "kind": "dataset",
   "name": "Cryptocurrency Market Shocks: How Major News Events Reshape Risk-Return Dynamics in Bitcoin and Ethereum",
   "summary": "This dataset accompanies the study \"Cryptocurrency Market Shocks: How Major News Events Reshape Risk-Return Dynamics in Bitcoin and Ethereum.\" The analysis investigates the impact of 42 major news events &mdash; including banking failures, regulatory interventions, and cybersecurity breaches &mdash;",
   "status": "in-place",
   "source": {
    "registry": "zenodo",
    "url": "https://doi.org/10.5281/zenodo.15844127"
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   "license": "cc-by-4.0",
   "maintainers": [
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   "facets": {
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   "href": "/datasets/zenodo/15844127",
   "url": "https://e2er.org/datasets/zenodo/15844127"
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   "kind": "dataset",
   "name": "Korea Stock Market Daily Dataset: Settled Closes, DART Filings with Receipt Time, and Quarterly Earnings (KOSPI/KOSDAQ/KONEX)",
   "summary": "This deposit is a frozen snapshot (quote basis date 2026-09-02) of the daily market data published for listed companies on the Korean stock exchanges (KOSPI, KOSDAQ, KONEX). Contents Settled closing prices (T+1) for 2,791 listed stocks, with market capitalization and trading value. DART regulatory f",
   "status": "in-place",
   "source": {
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   "maintainers": [
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   "url": "https://e2er.org/datasets/zenodo/22502447"
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   "kind": "dataset",
   "name": "Mandate-Backed ESG Reporting and Limited Price Discovery: Evidence from Sustainability Report Releases on the Abu Dhabi Securities Exchange",
   "summary": "Abstract This study examines whether ESG report releases generate market reactions on the Abu Dhabi Securities Exchange (ADX). Using an event-study design, the analysis begins with an ESG report universe covering approximately 101 ADX-listed firms, representing nearly the full actively traded ADX eq",
   "status": "in-place",
   "source": {
    "registry": "zenodo",
    "url": "https://doi.org/10.5281/zenodo.20371869"
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   "license": "cc-by-4.0",
   "maintainers": [
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   "facets": {
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   "url": "https://e2er.org/datasets/zenodo/20371869"
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   "name": "Replication Data for Corporate payout policy: Are financial firms different?",
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   "summary": "This article explores the role of digital transformation in enhancing the effectiveness of strategic management systems in commercial banks. The rapid development of digital technologies has significantly reshaped banking operations, decision-making processes, and competitive strategies. The study a",
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   "summary": "The following are data replication file materials (Codebook in PDF Format, Stata database, Stata program code, Stata statistical output) for the George A. Krause and Roger Qiyuan Jin's Governance article entitled \"Organizational Design and its Consequences for Administrative Reform: Historical Lesso",
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   "url": "https://e2er.org/datasets/dataverse/10-7910-dvn-s5rvd8"
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   "summary": "While it is often claimed that the pace of digital transformation is such that its own, often glacial changes do not allow the state to catch up, we argue that technological companies, with the help of some state actors, have been slowing the state down. To capture this phenomenon, we introduce the ",
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    "Serafin, Marcin"
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     {
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    ]
   },
   "href": "/datasets/dataverse/10-7910-dvn-6qfvq6",
   "url": "https://e2er.org/datasets/dataverse/10-7910-dvn-6qfvq6"
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   "id": "dataset:dataverse/10-7910-dvn-fiss8s",
   "kind": "dataset",
   "name": "Replication Data to \"Uncovering gender stereotypes in controversial science discourse: Evidence from computational text and visual analyses across digital platforms\"",
   "summary": "The purpose is to share the dataset & scripts to replicate the figures and tables in our forthcoming publication. You can use the Read Me Replication Instruction Document to get started.",
   "status": "in-place",
   "source": {
    "registry": "dataverse",
    "collection": "Harvard Dataverse",
    "url": "https://doi.org/10.7910/DVN/FISS8S"
   },
   "maintainers": [
    "Chen, Kaiping",
    "Duan, Zening",
    "Kim, Sang Jung"
   ],
   "facets": {
    "discipline": [
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      "term": "social-sciences",
      "via": "mapped",
      "from": "dataverse-subject:Social Sciences"
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     {
      "term": "information-systems",
      "via": "inferred",
      "rule": "ds-information-systems"
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   "href": "/datasets/dataverse/10-7910-dvn-fiss8s",
   "url": "https://e2er.org/datasets/dataverse/10-7910-dvn-fiss8s"
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   "id": "dataset:zenodo/6337094",
   "kind": "dataset",
   "name": "Fostering safe food handling among consumers: Data from an online survey experiment with 1,973 consumers from Norway and the UK",
   "summary": "Data and replication codes for the article &quot;Fostering safe food handling among consumers: Causal evidence on game- and video-based online interventions&quot;. 1,973 participants from the UK and Norway, aged 18- 89 years, were assigned to (i) a control condition, or (ii) exposed to a brief infor",
   "status": "in-place",
   "source": {
    "registry": "zenodo",
    "url": "https://doi.org/10.5281/zenodo.6337094"
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   "license": "cc-by-4.0",
   "maintainers": [
    "Koch, Alexander K.",
    "Mønster, Dan",
    "Nafziger, Julia",
    "Veflen, Nina"
   ],
   "facets": {
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   "href": "/datasets/zenodo/6337094",
   "url": "https://e2er.org/datasets/zenodo/6337094"
  },
  {
   "id": "dataset:zenodo/6327480",
   "kind": "dataset",
   "name": "Repeated information of benefits reduces COVID-19 vaccination hesitancy: Experimental evidence from Germany",
   "summary": "This replication package contains the raw data and code to replicate the findings reported in the paper. The data and code are licensed under a Creative Commons Attribution 4.0 International Public License. See LICENSE.txt for details. Software requirements All analysis were done in Stata version 16",
   "status": "in-place",
   "source": {
    "registry": "zenodo",
    "url": "https://doi.org/10.5281/zenodo.6327480"
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   "license": "cc-by-4.0",
   "maintainers": [
    "Burger, Max",
    "Mayer, Matthias",
    "Steimanis, Ivo"
   ],
   "facets": {
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   "href": "/datasets/zenodo/6327480",
   "url": "https://e2er.org/datasets/zenodo/6327480"
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   "id": "dataset:zenodo/4908209",
   "kind": "dataset",
   "name": "Survey-Experiment data for \"Facts, alternative facts, and fact checking in times of post-truth politics\" and the replication code",
   "summary": "How effective is fact-checking in countervailing &ldquo;alternative facts,&rdquo; i.e., misleading statements by politicians? In a randomized online experiment during the 2017 French presidential election campaign, we subjected subgroups of 2480 French voters to alternative facts by the extreme-righ",
   "status": "in-place",
   "source": {
    "registry": "zenodo",
    "url": "https://doi.org/10.5281/zenodo.4908209"
   },
   "license": "cc-by-4.0",
   "maintainers": [
    "OscarBarrera",
    "Sergei Guriev",
    "Emeric Henry",
    "Ekaterina Zhuravskaya"
   ],
   "facets": {
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   "href": "/datasets/zenodo/4908209",
   "url": "https://e2er.org/datasets/zenodo/4908209"
  },
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   "id": "dataset:zenodo/18097486",
   "kind": "dataset",
   "name": "Replication material for paper \"Bakaki, Bernauer (2016): Measuring and explaining the willingness to pay for forest conservation: evidence from a survey experiment in Brazil. Environmental Research Letters. DOI: 10.1088/1748-9326/11/11/114001\"",
   "summary": "Replication material for paper \"Bakaki, Bernauer (2016): Measuring and explaining the willingness to pay for forest conservation: evidence from a survey experiment in Brazil. Environmental Research Letters. DOI: 10.1088/1748-9326/11/11/114001\"",
   "status": "in-place",
   "source": {
    "registry": "zenodo",
    "url": "https://doi.org/10.5281/zenodo.18097486"
   },
   "license": "cc-by-4.0",
   "maintainers": [
    "Bakaki, Zorzeta",
    "Bernauer, Thomas"
   ],
   "facets": {
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      "rule": "ds-social-sciences"
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   "href": "/datasets/zenodo/18097486",
   "url": "https://e2er.org/datasets/zenodo/18097486"
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   "id": "dataset:zenodo/7785867",
   "kind": "dataset",
   "name": "Replication package of: 'When information conflicts with obligations: the role of motivated cognition' ECONOMIC JOURNAL",
   "summary": "Final_Ramadan_Survey.dta is the dataset from the survey experiment described in the paper. Final_Ramadan_Admin.dta is the dataset that includes exam takers&rsquo; score in the College Entrance Exam.",
   "status": "in-place",
   "source": {
    "registry": "zenodo",
    "url": "https://doi.org/10.5281/zenodo.7785867"
   },
   "license": "cc-by-4.0",
   "maintainers": [
    "Wang, Shaoda",
    "Wang, Ao",
    "Ye, Xiaoyang"
   ],
   "facets": {
    "discipline": [
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      "term": "economics",
      "via": "inferred",
      "rule": "ds-economics"
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     {
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   "href": "/datasets/zenodo/7785867",
   "url": "https://e2er.org/datasets/zenodo/7785867"
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   "id": "dataset:dataverse/10-7910-dvn-29709",
   "kind": "dataset",
   "name": "Replication data for: Megumi Naoi & Ikuo Kume (2015), \"Workers or Consumers?  A Survey Experiment on the Duality of Citizens' Interests in the Politics of Trade,\" forthcoming in Comparative Political Studies.",
   "summary": "Replication Data for Naoi, Megumi and Ikuo Kume (2015), \"Workers or Consumers? A Survey Experiment on the Duality of Citizens' Interests in the Politics of Trade\", forthcoming, Comparative Political Studies.",
   "status": "in-place",
   "source": {
    "registry": "dataverse",
    "collection": "Replication Data for \"Workers or Consumers? A Survey Experiment on Citizens' Duality of Interests in the Politics of Trade\" Dataverse",
    "url": "https://doi.org/10.7910/DVN/29709"
   },
   "maintainers": [
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   ],
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      "term": "economics",
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   "href": "/datasets/dataverse/10-7910-dvn-29709",
   "url": "https://e2er.org/datasets/dataverse/10-7910-dvn-29709"
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   "id": "dataset:dataverse/10-7910-dvn-gd9ucw",
   "kind": "dataset",
   "name": "Replication Data for Harell and Lieberman How Information About Race-based Health Disparities Affects Policy Preferences: Evidence from a Survey Experiment About the COVID-19 Pandemic in the United States",
   "summary": "Replication data for journal article appearing in Social Science & Medicine: In this article, we report on the results of an experimental study to estimate the effects of delivering information about racial disparities in COVID-19-related death rates. On the one hand, we find that such information l",
   "status": "in-place",
   "source": {
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    "collection": "Replication data for Harell and Lieberman How Information About Race-based Health Disparities Affects Policy Preferences: Evidence from a Survey Experiment About the COVID-19 Pandemic in the United States",
    "url": "https://doi.org/10.7910/DVN/GD9UCW"
   },
   "maintainers": [
    "Lieberman, Evan",
    "Harell, Allison"
   ],
   "facets": {
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      "from": "dataverse-subject:Social Sciences"
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   "href": "/datasets/dataverse/10-7910-dvn-gd9ucw",
   "url": "https://e2er.org/datasets/dataverse/10-7910-dvn-gd9ucw"
  },
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   "id": "dataset:dataverse/10-7910-dvn-bveair",
   "kind": "dataset",
   "name": "Replication Data for: Triggering without Deceiving - An Attempt at Designing a Non-Deceptive Male Identity Threat Treatment",
   "summary": "The rise of right-wing populism has been linked to threats to male identity from cultural and economic change. We report a survey experiment (N = 468 adult US men) deploying a novel, non-deceptive treatment designed to induce male identity threat. We find no evidence that our treatment affected the ",
   "status": "in-place",
   "source": {
    "registry": "dataverse",
    "collection": "Selina Hofstetter Replication Data",
    "url": "https://doi.org/10.7910/DVN/BVEAIR"
   },
   "maintainers": [
    "Hofstetter, Selina",
    "Anna Wilke",
    "Tinghua Yu"
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   "facets": {
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      "from": "dataverse-subject:Social Sciences"
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   "href": "/datasets/dataverse/10-7910-dvn-bveair",
   "url": "https://e2er.org/datasets/dataverse/10-7910-dvn-bveair"
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   "id": "run:bhanneke/spot-bitcoin-etf-comovement",
   "kind": "run",
   "name": "No Cash Flows, New Owners: Spot Bitcoin ETFs and the Origins of Co-movement",
   "summary": "Did the January 2024 approval of US spot Bitcoin ETFs change the co-movement between Bitcoin returns and US equity returns?",
   "status": "in-place",
   "source": {
    "registry": "registry",
    "collection": "examples/showcase",
    "url": "https://github.com/bhanneke/E2ER-project",
    "commit": "6e1ecda"
   },
   "maintainers": [
    "Björn Hanneke"
   ],
   "facets": {
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     "skill:e2er/data/yfinance",
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    "derivedFrom": []
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   "href": "/bhanneke/spot-bitcoin-etf-comovement",
   "contributors": [
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   "id": "run:amara-mensah/credit-scoring-women-borrowers",
   "kind": "run",
   "name": "Digital credit scores and lending to women-led businesses",
   "summary": "Did digital credit scoring change how much credit women-led businesses receive?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "Amara Mensah"
   ],
   "facets": {
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   "href": "/amara-mensah/credit-scoring-women-borrowers",
   "contributors": [
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   "url": "https://e2er.org/amara-mensah/credit-scoring-women-borrowers"
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   "id": "run:amara-mensah/mobile-money-savings",
   "kind": "run",
   "name": "Mobile money and household savings in rural districts",
   "summary": "Did the arrival of mobile money agents raise household savings in rural districts?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
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   "maintainers": [
    "Amara Mensah"
   ],
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    "derivedFrom": [
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   "href": "/amara-mensah/mobile-money-savings",
   "contributors": [
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   "url": "https://e2er.org/amara-mensah/mobile-money-savings"
  },
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   "id": "run:david-osei/exchange-outages-spreads",
   "kind": "run",
   "name": "Exchange outages and crypto bid-ask spreads",
   "summary": "How do outages at one exchange change bid-ask spreads at the others?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "David Osei"
   ],
   "facets": {
    "discipline": [
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      "term": "finance",
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    "stage": []
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   "relations": {
    "uses": [
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     "skill:e2er/econometrics/event-study",
     "skill:e2er/data/blockchain"
    ],
    "derivedFrom": [
     "run:kenji-watanabe/disclosure-timing-returns"
    ]
   },
   "href": "/david-osei/exchange-outages-spreads",
   "contributors": [
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     "person": "person:david-osei",
     "roles": [
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   ],
   "url": "https://e2er.org/david-osei/exchange-outages-spreads"
  },
  {
   "id": "run:david-osei/stablecoin-remittances",
   "kind": "run",
   "name": "Stablecoins and the cost of remittances",
   "summary": "Did stablecoin corridors lower the cost of sending remittances?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "David Osei"
   ],
   "facets": {
    "discipline": [
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     "skill:e2er/data/crypto-defi",
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    ],
    "derivedFrom": [
     "run:lena-okafor/earnings-announcements-retail-apps"
    ]
   },
   "href": "/david-osei/stablecoin-remittances",
   "contributors": [
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     "person": "person:david-osei",
     "roles": [
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      "investigation"
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   ],
   "url": "https://e2er.org/david-osei/stablecoin-remittances"
  },
  {
   "id": "run:elif-kaya/algorithmic-control-couriers",
   "kind": "run",
   "name": "How couriers experience algorithmic control",
   "summary": "How do couriers make sense of, and work around, the algorithm that assigns their orders?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "Elif Kaya"
   ],
   "facets": {
    "discipline": [
     {
      "term": "organization-science",
      "via": "declared"
     },
     {
      "term": "information-systems",
      "via": "declared"
     },
     {
      "term": "social-sciences",
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     }
    ],
    "method": [
     {
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    ],
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   },
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   },
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    {
     "person": "person:elif-kaya",
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      "conceptualization",
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   ],
   "url": "https://e2er.org/elif-kaya/algorithmic-control-couriers"
  },
  {
   "id": "run:elif-kaya/moderators-invisible-work",
   "kind": "run",
   "name": "The invisible work of volunteer moderators",
   "summary": "What work do volunteer moderators do that platform owners do not see?",
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   "source": {
    "registry": "illustrative"
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   "maintainers": [
    "Elif Kaya"
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     {
      "term": "organization-science",
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     {
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   },
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   "contributors": [
    {
     "person": "person:elif-kaya",
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      "conceptualization",
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   ],
   "url": "https://e2er.org/elif-kaya/moderators-invisible-work"
  },
  {
   "id": "run:hannah-weber/routine-change-theory",
   "kind": "run",
   "name": "A theory of how routines absorb new tools",
   "summary": "How do organizational routines change when a new AI tool is introduced into them?",
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   "source": {
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   "maintainers": [
    "Hannah Weber"
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    "derivedFrom": [
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   "contributors": [
    {
     "person": "person:hannah-weber",
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      "conceptualization",
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   ],
   "url": "https://e2er.org/hannah-weber/routine-change-theory"
  },
  {
   "id": "run:hannah-weber/theory-building-with-ai",
   "kind": "run",
   "name": "Building organization theory with AI specialists",
   "summary": "What changes when researchers build organization theory together with AI specialists?",
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   "source": {
    "registry": "illustrative"
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   "maintainers": [
    "Hannah Weber"
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   "facets": {
    "discipline": [
     {
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     {
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    ],
    "method": [
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    ],
    "design": [],
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   "relations": {
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    "derivedFrom": [
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   "contributors": [
    {
     "person": "person:hannah-weber",
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      "conceptualization",
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   ],
   "url": "https://e2er.org/hannah-weber/theory-building-with-ai"
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  {
   "id": "run:ines-varga/distributed-team-coordination-theory",
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   "name": "Theory building for coordination in distributed teams",
   "summary": "What mechanisms let distributed teams coordinate without shared working hours?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
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   "maintainers": [
    "Ines Varga"
   ],
   "facets": {
    "discipline": [
     {
      "term": "organization-science",
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     {
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    "method": [
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    ],
    "design": [],
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   "relations": {
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    "derivedFrom": [
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   },
   "href": "/ines-varga/distributed-team-coordination-theory",
   "contributors": [
    {
     "person": "person:ines-varga",
     "roles": [
      "conceptualization",
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   ],
   "url": "https://e2er.org/ines-varga/distributed-team-coordination-theory"
  },
  {
   "id": "run:ines-varga/hybrid-work-interviews",
   "kind": "run",
   "name": "Example: how employees describe hybrid work in 240 interviews",
   "summary": "Which themes recur when employees describe hybrid work arrangements?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
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   "maintainers": [
    "Ines Varga"
   ],
   "facets": {
    "discipline": [
     {
      "term": "organization-science",
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     {
      "term": "social-sciences",
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    ],
    "method": [
     {
      "term": "qualitative",
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    ],
    "design": [],
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   },
   "relations": {
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    "derivedFrom": []
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    {
     "person": "person:ines-varga",
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      "conceptualization",
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   ],
   "url": "https://e2er.org/ines-varga/hybrid-work-interviews"
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  {
   "id": "run:ines-varga/remote-team-availability",
   "kind": "run",
   "name": "How remote teams negotiate availability",
   "summary": "How do members of remote teams signal and negotiate when they are available?",
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   "source": {
    "registry": "illustrative"
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   "maintainers": [
    "Ines Varga"
   ],
   "facets": {
    "discipline": [
     {
      "term": "organization-science",
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     {
      "term": "information-systems",
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    ],
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    "derivedFrom": []
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     "person": "person:ines-varga",
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   "url": "https://e2er.org/ines-varga/remote-team-availability"
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  {
   "id": "run:jun-sato/algorithmic-management-review",
   "kind": "run",
   "name": "Example: a systematic review of algorithmic management studies",
   "summary": "What does the empirical literature find about algorithmic management and worker autonomy?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
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   "maintainers": [
    "Jun Sato"
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   "facets": {
    "discipline": [
     {
      "term": "organization-science",
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     {
      "term": "information-systems",
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    "method": [
     {
      "term": "literature-review",
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    ],
    "design": [],
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   "relations": {
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    "derivedFrom": []
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    {
     "person": "person:jun-sato",
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      "conceptualization",
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  {
   "id": "run:jun-sato/gig-worker-voice",
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   "name": "Algorithmic management and gig workers' voice",
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   "source": {
    "registry": "illustrative"
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   "maintainers": [
    "Jun Sato"
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   "facets": {
    "discipline": [
     {
      "term": "organization-science",
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     {
      "term": "social-sciences",
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    ],
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    ],
    "design": [],
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    "derivedFrom": []
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     "person": "person:jun-sato",
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   "url": "https://e2er.org/jun-sato/gig-worker-voice"
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   "id": "run:jun-sato/open-source-maintainer-exit",
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   "maintainers": [
    "Jun Sato"
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   "facets": {
    "discipline": [
     {
      "term": "organization-science",
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     {
      "term": "social-sciences",
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   "href": "/jun-sato/open-source-maintainer-exit",
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   "id": "run:kenji-watanabe/attention-shocks-small-caps",
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    "registry": "illustrative"
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   "maintainers": [
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    "discipline": [
     {
      "term": "finance",
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      "term": "event-study",
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   "id": "run:kenji-watanabe/disclosure-timing-returns",
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    "registry": "illustrative"
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   "maintainers": [
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     {
      "term": "finance",
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    ],
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     {
      "term": "event-study",
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    {
     "person": "person:kenji-watanabe",
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   "url": "https://e2er.org/kenji-watanabe/disclosure-timing-returns"
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  {
   "id": "run:lena-okafor/earnings-announcements-retail-apps",
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   "summary": "Do retail trading apps change how prices react to earnings announcements?",
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    "registry": "illustrative"
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   "maintainers": [
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     {
      "term": "finance",
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     {
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    ],
    "design": [
     {
      "term": "event-study",
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    ],
    "stage": []
   },
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     "person": "person:lena-okafor",
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   "url": "https://e2er.org/lena-okafor/earnings-announcements-retail-apps"
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  {
   "id": "run:lena-okafor/platform-fee-developer-exit",
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   "name": "Platform fee changes and app developer exit",
   "summary": "Do platform fee increases push app developers to leave the platform?",
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    "registry": "illustrative"
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   "maintainers": [
    "Lena Okafor"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
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    ],
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     {
      "term": "empirical",
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    ],
    "design": [
     {
      "term": "regression-discontinuity",
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    ],
    "stage": []
   },
   "relations": {
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    "derivedFrom": [
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   },
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     "person": "person:lena-okafor",
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   "id": "run:noor-haddad/hospital-data-sharing-mandates",
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   "summary": "Did data-sharing mandates speed up hospital IT adoption?",
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    "registry": "illustrative"
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   "maintainers": [
    "Noor Haddad"
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   "facets": {
    "discipline": [
     {
      "term": "information-systems",
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     {
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    "design": [
     {
      "term": "difference-in-differences",
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   },
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     "person": "person:noor-haddad",
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  {
   "id": "run:noor-haddad/rating-cutoffs-seller-entry",
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   "name": "Rating cut-offs and seller entry on a food-delivery platform",
   "summary": "Does crossing a rating cut-off change whether new sellers enter a food-delivery platform?",
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    "registry": "illustrative"
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   "maintainers": [
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     {
      "term": "information-systems",
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    ],
    "design": [
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      "term": "regression-discontinuity",
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   "relations": {
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     "person": "person:noor-haddad",
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   "id": "run:noor-haddad/validator-concentration-theory",
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   "maintainers": [
    "Noor Haddad"
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   "facets": {
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     {
      "term": "information-systems",
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      "term": "theoretical",
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    ],
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   "relations": {
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   },
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     "person": "person:noor-haddad",
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   ],
   "url": "https://e2er.org/noor-haddad/validator-concentration-theory"
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  {
   "id": "run:priya-raman/pay-transparency-gaps",
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   "summary": "Did pay transparency laws narrow the gender pay gap among new hires?",
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   "maintainers": [
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   "facets": {
    "discipline": [
     {
      "term": "economics",
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    ],
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     {
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    ],
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     {
      "term": "difference-in-differences",
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    ],
    "stage": []
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   "relations": {
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     "skill:e2er/econometrics/panel-data"
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    "derivedFrom": [
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   },
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   "contributors": [
    {
     "person": "person:priya-raman",
     "roles": [
      "conceptualization",
      "investigation"
     ]
    }
   ],
   "url": "https://e2er.org/priya-raman/pay-transparency-gaps"
  },
  {
   "id": "run:priya-raman/remote-work-promotions",
   "kind": "run",
   "name": "Remote work and promotion chances",
   "summary": "Are employees who switched to remote work promoted less often than comparable colleagues?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "Priya Raman"
   ],
   "facets": {
    "discipline": [
     {
      "term": "organization-science",
      "via": "declared"
     },
     {
      "term": "economics",
      "via": "declared"
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    ],
    "method": [
     {
      "term": "empirical",
      "via": "declared"
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    ],
    "design": [
     {
      "term": "panel-fixed-effects",
      "via": "declared"
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    ],
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   },
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     "run:priya-raman/pay-transparency-gaps"
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   },
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   "contributors": [
    {
     "person": "person:priya-raman",
     "roles": [
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    }
   ],
   "url": "https://e2er.org/priya-raman/remote-work-promotions"
  },
  {
   "id": "run:rafael-moreno/mayor-turnover-audits",
   "kind": "run",
   "name": "Close elections, mayor turnover and audit findings",
   "summary": "Do municipalities where the incumbent narrowly loses show different audit findings afterwards?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "Rafael Moreno"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "declared"
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    ],
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     {
      "term": "empirical",
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    ],
    "design": [
     {
      "term": "regression-discontinuity",
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    ],
    "stage": []
   },
   "relations": {
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    "derivedFrom": [
     "run:rafael-moreno/procurement-transparency-bids"
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   },
   "href": "/rafael-moreno/mayor-turnover-audits",
   "contributors": [
    {
     "person": "person:rafael-moreno",
     "roles": [
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   ],
   "url": "https://e2er.org/rafael-moreno/mayor-turnover-audits"
  },
  {
   "id": "run:rafael-moreno/procurement-transparency-bids",
   "kind": "run",
   "name": "Procurement transparency and the number of bidders",
   "summary": "Did publishing procurement contracts online increase the number of bidders in local tenders?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "Rafael Moreno"
   ],
   "facets": {
    "discipline": [
     {
      "term": "social-sciences",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "declared"
     }
    ],
    "design": [
     {
      "term": "difference-in-differences",
      "via": "declared"
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    ],
    "stage": []
   },
   "relations": {
    "uses": [
     "template:did-staggered-panel",
     "skill:e2er/econometrics/did"
    ],
    "derivedFrom": [
     "run:noor-haddad/hospital-data-sharing-mandates"
    ]
   },
   "href": "/rafael-moreno/procurement-transparency-bids",
   "contributors": [
    {
     "person": "person:rafael-moreno",
     "roles": [
      "conceptualization",
      "investigation"
     ]
    }
   ],
   "url": "https://e2er.org/rafael-moreno/procurement-transparency-bids"
  },
  {
   "id": "run:sofia-lindqvist/fee-cuts-small-developers",
   "kind": "run",
   "name": "Fee cuts for small developers and product launches",
   "summary": "Did lower platform fees for small developers lead to more product launches?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "Sofia Lindqvist"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "declared"
     }
    ],
    "design": [
     {
      "term": "regression-discontinuity",
      "via": "declared"
     }
    ],
    "stage": []
   },
   "relations": {
    "uses": [
     "template:rd-platform-policy",
     "skill:e2er/econometrics/rdd",
     "skill:e2er/data/visualization"
    ],
    "derivedFrom": [
     "run:lena-okafor/platform-fee-developer-exit",
     "run:sofia-lindqvist/ranking-rules-complementors"
    ]
   },
   "href": "/sofia-lindqvist/fee-cuts-small-developers",
   "contributors": [
    {
     "person": "person:sofia-lindqvist",
     "roles": [
      "conceptualization",
      "investigation"
     ]
    }
   ],
   "url": "https://e2er.org/sofia-lindqvist/fee-cuts-small-developers"
  },
  {
   "id": "run:sofia-lindqvist/platform-governance-theory",
   "kind": "run",
   "name": "A theory of self-regulating platform ecosystems",
   "summary": "Under which conditions do platform ecosystems regulate themselves without the owner stepping in?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "Sofia Lindqvist"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "theoretical",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": []
   },
   "relations": {
    "uses": [
     "template:theory-building",
     "agent:e2et/persona/platform_economics",
     "agent:e2et/persona/network_economics"
    ],
    "derivedFrom": [
     "run:noor-haddad/validator-concentration-theory"
    ]
   },
   "href": "/sofia-lindqvist/platform-governance-theory",
   "contributors": [
    {
     "person": "person:sofia-lindqvist",
     "roles": [
      "conceptualization",
      "investigation"
     ]
    }
   ],
   "url": "https://e2er.org/sofia-lindqvist/platform-governance-theory"
  },
  {
   "id": "run:sofia-lindqvist/ranking-rules-complementors",
   "kind": "run",
   "name": "Ranking rule changes and complementor investment",
   "summary": "When an app store changes its ranking rule, do complementors invest more in quality?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "Sofia Lindqvist"
   ],
   "facets": {
    "discipline": [
     {
      "term": "information-systems",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "declared"
     }
    ],
    "design": [
     {
      "term": "regression-discontinuity",
      "via": "declared"
     }
    ],
    "stage": []
   },
   "relations": {
    "uses": [
     "template:rd-platform-policy",
     "skill:e2er/econometrics/rdd"
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    "derivedFrom": [
     "run:noor-haddad/rating-cutoffs-seller-entry"
    ]
   },
   "href": "/sofia-lindqvist/ranking-rules-complementors",
   "contributors": [
    {
     "person": "person:sofia-lindqvist",
     "roles": [
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   ],
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  },
  {
   "id": "run:tomas-reyes/ai-disclosure-experiment",
   "kind": "run",
   "name": "Example: pre-registered experiment on disclosure of AI assistance",
   "summary": "Does disclosing AI assistance change how reviewers rate a manuscript?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "Tomás Reyes"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "experimental",
      "via": "declared"
     }
    ],
    "design": [],
    "stage": []
   },
   "relations": {
    "uses": [
     "template:survey-experiment-design"
    ],
    "derivedFrom": []
   },
   "href": "/tomas-reyes/ai-disclosure-experiment",
   "contributors": [
    {
     "person": "person:tomas-reyes",
     "roles": [
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     ]
    }
   ],
   "url": "https://e2er.org/tomas-reyes/ai-disclosure-experiment"
  },
  {
   "id": "run:tomas-reyes/minimum-wage-automation",
   "kind": "run",
   "name": "Minimum wages and the adoption of self-service kiosks",
   "summary": "Did minimum wage increases speed up the adoption of self-service kiosks in restaurants?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "Tomás Reyes"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "declared"
     }
    ],
    "method": [
     {
      "term": "empirical",
      "via": "declared"
     }
    ],
    "design": [
     {
      "term": "difference-in-differences",
      "via": "declared"
     }
    ],
    "stage": []
   },
   "relations": {
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     "skill:e2er/econometrics/did"
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    "derivedFrom": [
     "run:tomas-reyes/minimum-wage-border-employment",
     "run:priya-raman/pay-transparency-gaps"
    ]
   },
   "href": "/tomas-reyes/minimum-wage-automation",
   "contributors": [
    {
     "person": "person:tomas-reyes",
     "roles": [
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     ]
    }
   ],
   "url": "https://e2er.org/tomas-reyes/minimum-wage-automation"
  },
  {
   "id": "run:tomas-reyes/minimum-wage-border-employment",
   "kind": "run",
   "name": "Minimum wage increases and teen employment along state borders",
   "summary": "How did minimum wage increases affect teen employment in counties along state borders?",
   "status": "illustration",
   "source": {
    "registry": "illustrative"
   },
   "maintainers": [
    "Tomás Reyes"
   ],
   "facets": {
    "discipline": [
     {
      "term": "economics",
      "via": "declared"
     }
    ],
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      "term": "empirical",
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     }
    ],
    "design": [
     {
      "term": "difference-in-differences",
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    ],
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   },
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    ],
    "derivedFrom": []
   },
   "href": "/tomas-reyes/minimum-wage-border-employment",
   "contributors": [
    {
     "person": "person:tomas-reyes",
     "roles": [
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     ]
    }
   ],
   "url": "https://e2er.org/tomas-reyes/minimum-wage-border-employment"
  }
 ]
}