research-workflow

@tenureai

PRIMARY ORCHESTRATOR — trigger this skill FIRST for any non-trivial AI R&D task. Coordinates run-governor, memory-manager, deep-research, research-plan, project-context, experiment-execution, human-checkpoint, and paper-writing. TRIGGER FIRST when: any non-trivial research task begins (analysis, debugging, reproduction, planning, evaluation, training), or context compaction detected (Compact/压缩/Summary). Other skills should be invoked FROM WITHIN this workflow. DO NOT TRIGGER when: trivial single-command tasks ("show file", "fix typo"), or pure conversational queries.