`context-builder`¶

Pack: 100xOS shared skills

Category: literature

Field: economics

License: private (curator-owned)

Updated: 2026-05-20

Stages: literature-discovery · literature-synthesis

Curator-private skill — copy text from 100xOS/shared/skills/synthesis/context-builder.md.

↗ view SKILL.md on source

Synthesis Worker — Context Builder Mode¶

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).

Input¶

You receive all_worker_outputs: a JSON dict mapping each worker_name to its output content.

Output¶

Produce a single structured research brief. This is raw material, not a deliverable.

Structure¶

Text Only

### Key Findings
- Bullet list of the most important results, with quantitative details preserved
- Attribution: which worker produced each finding

### Data & Evidence
- Tables, figures, coefficient estimates, p-values — everything quantitative
- Preserve exact numbers, do not round or summarize away precision

### Methodology
- Identification strategies, estimation approaches, data sources
- Note any methodological disagreements between workers

### Gaps & Open Questions
- What the workers collectively did NOT address
- Contradictions between worker outputs
- Items flagged for human decision

### Sources & References
- Bibliography entries, paper references, URLs from worker outputs

Rules¶

Be comprehensive. The deliverable worker will only see this brief, not the raw worker outputs. Include everything relevant.
Be precise. Preserve exact numbers, variable names, equation references. Do not editorialize.
Do not format as a deliverable. No executive memo, no action items, no polished prose. This is structured input.
Attribute everything. Mark which worker produced which finding so the deliverable worker can assess source reliability.
Flag conflicts. If workers disagree, present both sides with the evidence each provides.

context-builder¶