{"slug":"muratcankoylan-self-improvement-loops","source_name":"muratcankoylan/self-improvement-loops","name":"Muratcankoylan/Self Improvement Loops","description":"This skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops, meta-harnesses, self-improving harnesses that mine their own failures and propose bounded edits, evolutionary or population-based search over agent scaffolds, acceptance gates for self-modifying systems, and agentic context evolution where the mechanism that produces context is versioned and evolved. Route governance of a single autonomous loop (","version":1,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":131.1,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-02T23:18:08.071953+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":100,"without_pass_pct":59.1,"tokens_delta_pct":131.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-02T23:18:08.071953+00:00","run_id":"412b0219-4980-42b0-b240-8d184a3cf754","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":"5d750494d6089bff57660c76d07e802d453ea97b78242d1ba158a7d15711d502","raw_url":"https://app.decimal.ai/s/muratcankoylan-self-improvement-loops/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/muratcankoylan-self-improvement-loops"}