{"slug":"breferrari-qmd","source_name":"breferrari/qmd","name":"Breferrari/Qmd","description":"Search the vault using QMD semantic search. Use PROACTIVELY before reading files. Preference order: (1) MCP tools — mcp__qmd__query, mcp__qmd__get, mcp__qmd__multi_get, mcp__qmd__status — if they appear in your tool menu, use them first; (2) CLI `qmd --index <name> ...` as fallback; (3) Grep/Glob only when QMD is not installed. Trigger proactively for past decisions, incidents, people, meetings, architecture, patterns, or any vault content — and after creating/editing notes to check for duplicat","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":63.6,"total_cases":22,"passed_cases":14,"tokens_delta_pct":66.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-10T07:23:17.787086+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":63.6,"without_pass_pct":31.8,"tokens_delta_pct":66.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-10T07:23:17.787086+00:00","run_id":"b03512b8-f9fd-46f6-8240-5ec03edac17f","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":"fe2242b3db75c77d2554788b25739beb8141a83e8ac06747fd85e4e2a3e44f92","raw_url":"https://app.decimal.ai/s/breferrari-qmd/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/breferrari-qmd"}