{"slug":"jdrhyne-self-improving-agent","source_name":"jdrhyne/self-improving-agent","name":"Jdrhyne/Self Improving Agent","description":"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":50,"total_cases":22,"passed_cases":11,"tokens_delta_pct":26.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T15:09:09.333304+00:00"},"skill_score":0.5,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":50,"without_pass_pct":36.4,"tokens_delta_pct":26.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":13,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-24T15:09:09.333304+00:00","run_id":"2072aabb-681a-43b0-a349-a48c0bc172d4","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":"17b18bf1854b0fc7739b6486172b5110e40de53d3addfa33d6d9bada4c10580a","raw_url":"https://app.decimal.ai/s/jdrhyne-self-improving-agent/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jdrhyne-self-improving-agent"}