{"slug":"wanshuiyin-meta-optimize","source_name":"wanshuiyin/meta-optimize","name":"Wanshuiyin/Meta Optimize","description":"Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026). Use when user says \"优化技能\", \"meta optimize\", \"improve skills\", \"分析使用记录\", or wants to optimize ARIS's own harness components based on accumulated experience.","version":2,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":150.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T14:20:00.079194+00:00"},"skill_score":0.6818,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":68.2,"without_pass_pct":13.6,"tokens_delta_pct":150.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":16,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-11T14:20:00.079194+00:00","run_id":"3b5ae682-7fad-44ab-99a6-8df328f5736c","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":"MIT","install_count":0,"manifest_hash":"8172287d9be74c63e416f9a49656bc7ae324da7d4430a6606912562e8c74c4c6","raw_url":"https://app.decimal.ai/s/wanshuiyin-meta-optimize/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wanshuiyin-meta-optimize"}