{"slug":"autonomous-agents","source_name":"autonomous-agents","name":"Autonomous Agents","description":"Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability.","version":2,"lift":{"pass_rate_delta_pts":4.35,"pass_rate_pct":8.7,"total_cases":23,"passed_cases":2,"tokens_delta_pct":231.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-28T16:17:00.026620+00:00"},"skill_score":0.087,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.35,"with_pass_pct":8.7,"without_pass_pct":4.3,"tokens_delta_pct":231.8,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-28T16:17:00.026620+00:00","run_id":"4b0e90c6-8828-45c2-8ed3-6f882e8901b9","version_number":1,"is_latest_version":false,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"f760b16afbfc30b24ee7ba8653e72333ed456f5196ac95228b2ec0e82a990f6a","raw_url":"https://app.decimal.ai/s/autonomous-agents/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/autonomous-agents"}