Final 6-dimension sanity check (logic/citation/reproducibility/novelty/venue/de-AI). Use before submission for comprehensive audit.
Pre-submission optimization loop (review → fix → review). Use before final submission to close all P0 gaps.
Polishes paper text and removes AI patterns. Use after writing stage to refine language and ensure venue compliance.
Designs and launches experiments. Handles long-running tasks via Monitor. Use for experiment tasks.
Focused literature search skill. Searches papers, locks baselines, builds related-work map. Use for standalone literature tasks.
Orchestrate a complete research workflow from literature review to camera-ready paper. Calls `rc` CLI commands to create tasks, dispatches agents for execution, verifies quality gates. Follows Trellis philosophy: Task-first, Action-before-asking, Single source of truth.
Use when setting up the plugin for the first time, installing dependencies, configuring MCP servers, or when the user says '初始化', 'init', 'setup', '装环境', '配置', 'install', 'configure', 'first time', '首次使用'. Handles both dependency marketplace installation and MCP server setup.
Pre-plan Socratic clarification. Use BEFORE drafting any plan (ideation direction, experiment Goal anchor, rebuttal strategy, pipeline routing) to expose hidden assumptions, lock topology, and converge on scope. Walks the decision tree one branch at a time with a recommended answer per question and an explicit ambiguity score, stopping only when the score crosses the threshold. Triggers on: '帮我厘清需求', '我有个想法不太明确', '在写计划前先聊清楚', '深度访谈', 'clarify before planning', 'deep interview', 'requirements interview', 'scope before plan'.