skills/modelscope.cn/auto-research

auto-research

Installation
SKILL.md

Auto Research

Turns an ambiguous research or engineering task into a confirmed plan, maintains durable state in ./auto_research, advances work through explicit checkpoints, and validates progress against agreed success criteria.


Core Rules

  • Treat /autoresearch <TaskDescription> as the workflow trigger, not as a shell command.
  • Do not rely only on conversation memory for critical facts.
  • Persist goals, plans, findings, decisions, validation status, blockers, and handoff notes under ./auto_research.
  • Reread persistent state before every major step.
  • Ask the user to confirm unclear goals, scope changes, architectural decisions, destructive actions, and git commits.
  • Continue iterating until the Definition of Done is satisfied, the task is blocked, or the user stops the workflow.
  • Use git commits only at meaningful checkpoints and only after explicit user authorization unless the session contract pre-approves checkpoint commits.

State Files

Installs
2
First Seen
Mar 22, 2026
auto-research from modelscope.cn