{"slug":"majiayu000-specification-clarification","source_name":"majiayu000/Specification Clarification","name":"Majiayu000/Specification Clarification","description":"Identify and resolve ambiguities in specifications through structured questioning. Use when specification has [NEEDS CLARIFICATION] markers, when user mentions unclear or ambiguous requirements, before creating implementation plans, or when planning reveals specification gaps.","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":63.6,"total_cases":22,"passed_cases":14,"tokens_delta_pct":185.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-19T00:16:13.643762+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":63.6,"without_pass_pct":50,"tokens_delta_pct":185.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-19T00:16:13.643762+00:00","run_id":"af9311a5-7e30-4678-af0a-43bd918847c6","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":"MIT","install_count":0,"manifest_hash":"e835e43b2ebee93c1eecaf769b0e5801c74df747e01a96fa46d450d00466c9fd","raw_url":"https://app.decimal.ai/s/majiayu000-specification-clarification/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/majiayu000-specification-clarification"}