brain_agent

Default orchestrator for WorldQuant BRAIN alpha mining in this repository. Use for end-to-end workflows and for pipeline management: generate ideas and expressions, build alpha lists, run or resume batch simulations, inspect tasks, retry failures, write reports, check gates, use settings presets, learn from forum, summarize memory/research quality, or import artifacts. Prefer this skill over the legacy atomic skills unless the user explicitly asks to debug or run one legacy step directly.

Full pipeline orchestrator for BRAIN alpha mining. Covers the complete workflow: run, resume, retry, worker, report, gate, tasks, status, doctor, parse-artifact, settings, forum, memory, research, prompt-compare. Use when user asks to run the alpha pipeline, check status, resume, manage tasks, generate reports, check gates, learn from forum, or manage alpha memory. Triggers on: "跑流水线", "run pipeline", "brain_agent run", "resume", "gate", "alpha memory", "forum learn", "research quality".