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keyword-expansion

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”。

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
335
Hot score
99
Updated
March 20, 2026
Overall rating
C4.5
Composite score
4.5
Best-practice grade
B84.8

Install command

npx @skill-hub/cli install willoscar-research-units-pipeline-skills-keyword-expansion

Repository

WILLOSCAR/research-units-pipeline-skills

Skill path: .codex/skills/keyword-expansion

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”。

Open repository

Best for

Primary workflow: Ship Full Stack.

Technical facets: Full Stack.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: WILLOSCAR.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install keyword-expansion into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/WILLOSCAR/research-units-pipeline-skills before adding keyword-expansion to shared team environments
  • Use keyword-expansion for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

keyword-expansion | SkillHub