keyword-expansion

Solid

Expand and refine search keywords (synonyms, acronyms, exclusions) and update `queries.md`. **Trigger**: keyword expansion, synonyms, exclusions, queries.md, 关键词扩展, 同义词, 排除词. **Use when**: 检索覆盖不足/噪声过大,或主题别名很多,需要系统化扩展与收敛检索词。 **Skip if**: `queries.md` 已经能稳定检出覆盖面(无需扩大范围导致后续成本爆炸)。 **Network**: none. **Guardrail**: 保持可控的 query 数量;明确 exclusions;避免“无限扩展”。

Data & Documents 498 stars 39 forks Updated today

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Quality Score: 79/100

Stars 20%
90
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
51
Issue Health 10%
50
License 10%
0
Description 5%
100

Skill Content

# 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.

Details

Author
WILLOSCAR
Repository
WILLOSCAR/research-units-pipeline-skills
Created
7 months ago
Last Updated
today
Language
Python
License
None

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