{"slug":"aris-meta-optimize","source_name":"aris-meta-optimize","name":"Aris 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":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":54.5,"total_cases":22,"passed_cases":12,"tokens_delta_pct":121.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-28T07:01:02.684956+00:00"},"skill_score":0.5455,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":54.5,"without_pass_pct":4.5,"tokens_delta_pct":121.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-28T07:01:02.684956+00:00","run_id":"7a1a1660-87ed-40c1-ae02-cce43abc784a","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"8495c2d829f958a912d0e23ed08a4d99e9ac87412556c8e4c4025ea92e71b988","raw_url":"https://app.decimal.ai/s/aris-meta-optimize/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aris-meta-optimize"}