{"slug":"lloydchang-autonomous-decision-engine","source_name":"lloydchang/autonomous-decision-engine","name":"Lloydchang/Autonomous Decision Engine","description":"Fully autonomous decision engine with trial-and-error learning capabilities. Executes infrastructure operations without human intervention while leveraging reconciliation engines as safety nets. Learns from outcomes to improve future decisions through pattern recognition and adaptive optimization.","version":1,"lift":{"pass_rate_delta_pts":59.09,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":32.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-04T00:57:11.889514+00:00"},"skill_score":0.7727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":59.09,"with_pass_pct":77.3,"without_pass_pct":18.2,"tokens_delta_pct":32.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-04T00:57:11.889514+00:00","run_id":"b8cb4980-fd83-4ce2-a86a-bc3465dc2809","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":"AGPL-3.0","install_count":0,"manifest_hash":"c0897934024df9d14b2507d38e972a89b54c5dd5503fc2877cc0eab18cd94f8e","raw_url":"https://app.decimal.ai/s/lloydchang-autonomous-decision-engine/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/lloydchang-autonomous-decision-engine"}