{"slug":"kdlbs-harness-improvement","source_name":"kdlbs/harness-improvement","name":"Kdlbs/Harness Improvement","description":"Improve Kandev's AI harness from session learnings or explicit requests. Use when the user asks to record learnings, update or create skills, agents, subagents, commands, AGENTS.md/CLAUDE.md guidance, or adapt harness files across Claude, Codex, Cursor, or OpenCode.","version":2,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":50,"total_cases":22,"passed_cases":11,"tokens_delta_pct":19,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-19T06:49:38.440787+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":50,"without_pass_pct":45.5,"tokens_delta_pct":19,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":16,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-19T06:49:38.440787+00:00","run_id":"bdbc82b2-38d7-4c37-ac8c-74942a111a05","version_number":2,"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":"afbbe16190787877c1d235df2324e2d29346ab07415f384fc08891ee434c441a","raw_url":"https://app.decimal.ai/s/kdlbs-harness-improvement/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/kdlbs-harness-improvement"}