{"slug":"avizmarlon-business-guardrails","source_name":"avizmarlon/business-guardrails","name":"Avizmarlon/Business Guardrails","description":"Validate before building — enforce product/market fit analysis, competitive positioning, and scope discipline before implementation. Use when starting a new product, MVP definition, feature scope discussion, competitive analysis, or any business-facing decision that precedes development.","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":18.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T03:58:59.532623+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":72.7,"without_pass_pct":50,"tokens_delta_pct":18.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-03T03:58:59.532623+00:00","run_id":"db2749e2-a67e-4fbc-9e6e-367b6f5f8e2f","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":"7716add7e2d782adb1f4559e82ff7aee6f3fb19c9abdc2e29fbd300fc77324f7","raw_url":"https://app.decimal.ai/s/avizmarlon-business-guardrails/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/avizmarlon-business-guardrails"}