Synthesize Brief

Turn context findings into a summary packet and short brief.

understudy-ai 99cdf05 851 B Updated

File contents

synthesize-brief

Overall Goal

Convert the exploration context into a concise verdict, summary packet, and short brief.

Inputs

  • findings.md
  • highlights.json
  • limitations.json
  • context.md

Outputs

  • summary.json
  • brief.md

Staged Workflow

  1. Merge the baseline and exploration findings into a concise summary.
  2. Score usefulness, polish, and first-run clarity.
  3. Write summary.json and brief.md.

Tool Route Options

  • shell for deterministic file generation
  • memory for reusing prior scoring language

Detailed GUI Replay Hints

  • None. This stage should stay artifact-first and deterministic.

Failure Policy

  • If findings are incomplete, produce a conservative summary with explicit uncertainty notes.

understudy-ai/understudy/tree/main/packages/gateway/src/__tests__/fixtures/handwritten-playbook-demo/skills/synthesize-brief commit 99cdf0506d

Frequently asked questions

npx skillmds@latest add understudy-ai/synthesize-brief