{"slug":"willoscar-keyword-expansion","source_name":"willoscar/keyword-expansion","name":"Willoscar/Keyword Expansion","description":"Expand and refine search keywords (synonyms, acronyms, exclusions) and update `queries.md`.\n**Trigger**: keyword expansion, synonyms, exclusions, queries.md, 关键词扩展, 同义词, 排除词.\n**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。\n**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）。\n**Network**: none.\n**Guardrail**: 保持可控的 query 数量；明确 exclusions；避免“无限扩展”。","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":8.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T08:06:30.082703+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":95.5,"without_pass_pct":90.9,"tokens_delta_pct":8.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-20T08:06:30.082703+00:00","run_id":"09dcc132-72e9-459e-8f61-bbe90b15aa44","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":null,"install_count":0,"manifest_hash":"6583d82b29dfc1e13c99fe1afebb3e55a06c6999c59917dc3ec393a9baabe8ab","raw_url":"https://app.decimal.ai/s/willoscar-keyword-expansion/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-keyword-expansion"}