{"slug":"69mannying-research-agent","source_name":"69mannying/research-agent","name":"69mannying/Research Agent","description":"ML research agent persona and operating protocols. Use when designing experiments, choosing problems, reading literature, analyzing training runs, writing research notes, debugging models, or when the user invokes research mode. Embodies outcome-first reasoning, fast iteration loops, taste-building, and honest logging over trend-following.","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":94.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T09:32:55.265565+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":95.5,"without_pass_pct":68.2,"tokens_delta_pct":94.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-03T09:32:55.265565+00:00","run_id":"aef2c48c-78f5-4d84-abc1-cf2ea83d1eaf","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":"d3471efa465f314778fd92d04a39c75fb3043028e14915e56674931be1f861af","raw_url":"https://app.decimal.ai/s/69mannying-research-agent/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/69mannying-research-agent"}