{"slug":"orchestra-research-ara-research-manager","source_name":"orchestra-research/ara-research-manager","name":"Orchestra Research/Ara Research Manager","description":"Records research provenance as a post-task epilogue, scanning conversation history at the end of a coding or research session to extract decisions, experiments, dead ends, claims, heuristics, and pivots, and writing them into the ara/ directory with user-vs-AI provenance tags. Use as a session epilogue — never during execution — to maintain a faithful, auditable trace of how a research project actually evolved.","version":1,"lift":{"pass_rate_delta_pts":20,"pass_rate_pct":52,"total_cases":25,"passed_cases":13,"tokens_delta_pct":231.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T13:31:57.981577+00:00"},"skill_score":0.52,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":20,"with_pass_pct":52,"without_pass_pct":32,"tokens_delta_pct":231.3,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":16,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-12T13:31:57.981577+00:00","run_id":"fb63b57c-8e34-4036-9686-68bd5130e0e3","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":"0cc4d90c70a9331890cc76dcc8af2a0374814558ba91d6b478093a23eaf21832","raw_url":"https://app.decimal.ai/s/orchestra-research-ara-research-manager/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/orchestra-research-ara-research-manager"}