{"slug":"aifinlab-a-share-reinforcement-trading","source_name":"aifinlab/a-share-reinforcement-trading","name":"Aifinlab/A Share Reinforcement Trading","description":"A股强化学习交易策略。当用户说\"强化学习\"、\"reinforcement learning\"、\"RL交易\"、\"RL策略\"、\"DQN交易\"、\"PPO策略\"、\"智能体交易\"时触发。基于 cn-stock-data 获取数据，设计RL交易环境与策略。支持 formal/brief 两种输出风格。","version":1,"lift":{"pass_rate_delta_pts":4.35,"pass_rate_pct":87,"total_cases":23,"passed_cases":20,"tokens_delta_pct":14.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-28T08:04:57.552244+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.35,"with_pass_pct":87,"without_pass_pct":82.6,"tokens_delta_pct":14.5,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-28T08:04:57.552244+00:00","run_id":"b3c2f4a4-7c5c-4eae-bbc8-aec5fa9254c6","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":"Apache-2.0","install_count":0,"manifest_hash":"78d110c9936590c526315afc23085bfc2270a024f90bf08874bad00b5b1c3d3c","raw_url":"https://app.decimal.ai/s/aifinlab-a-share-reinforcement-trading/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aifinlab-a-share-reinforcement-trading"}