Agent-Skills.md

Agent Skills: Skill: keyword-expansion

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UncategorizedID: willoscar/research-units-pipeline-skills/keyword-expansion
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Install this agent skill to your local

pnpm dlx add-skill https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/HEAD/.codex/skills/keyword-expansion

Skill Files

Browse the full folder contents for keyword-expansion.

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.codex/skills/keyword-expansion/SKILL.md

Skill Metadata

Name
keyword-expansion
Description
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Skill: keyword-expansion

Goal

  • Improve recall/precision of queries.md without drifting scope.

Inputs

  • queries.md
  • Optional: DECISIONS.md scope notes

Outputs

  • Updated queries.md

Procedure (MUST FOLLOW)

  1. Extract the current topic scope and exclusions.
  2. Propose keyword expansions (synonyms, related terms, acronyms) and add explicit exclusions for common false positives.
  3. Update queries.md with a clear “why” note for each change.

Acceptance criteria (MUST CHECK)

  • [ ] queries.md contains updated keywords and excludes.
  • [ ] Changes do not contradict DECISIONS.md scope constraints.

Troubleshooting

Issue: keyword expansion causes scope drift

Fix:

  • Re-read DECISIONS.md scope notes and add explicit exclusions in queries.md for common false positives.

Issue: query count explodes and becomes unmanageable

Fix:

  • Keep a small set of high-signal queries; merge synonyms into the same query where possible instead of adding many near-duplicates.