{"slug":"majiayu000-investigate-before-acting","source_name":"majiayu000/investigate-before-acting","name":"Majiayu000/Investigate Before Acting","description":"Mandatory protocol that prevents AI agents from fabricating information. Forces best practice search before every action — coding, design, content, pricing, naming, architecture, everything. Every decision must have a citation (source name + URL + direct quote). Based on Anthropic official hallucination reduction techniques.","version":1,"lift":{"pass_rate_delta_pts":47.83,"pass_rate_pct":69.6,"total_cases":23,"passed_cases":16,"tokens_delta_pct":83.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-01T22:47:38.854233+00:00"},"skill_score":0.6957,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":47.83,"with_pass_pct":69.6,"without_pass_pct":21.7,"tokens_delta_pct":83.8,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-09-01T22:47:38.854233+00:00","run_id":"e52c7eff-4937-494d-88b9-2dd03292219f","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":"b08c12e2e17a7f99a9daab41578dbc6f0a65853943917c5fa6c7a59a249cf536","raw_url":"https://app.decimal.ai/s/majiayu000-investigate-before-acting/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/majiayu000-investigate-before-acting"}