qiaomu-goal-meta-skill

qiaomu-goal-meta-skill is a skill for Claude Code and Codex that takes a vague request like 'build me an app' and turns it into a structured goal spec: clear success criteria, constraints, safety boundaries, and conditions where the agent should stop and ask. The point is to make an AI agent plan properly before it starts changing things. MIT, free, one command to install.

There is nothing to run and no setup beyond adding the skill to your agent. It is narrowly scoped: it generates tight, bounded task specifications, with conservative defaults and pause-on-risk conditions baked in. It is also a young, single-commit project, and the documentation is primarily in Chinese with an English mirror, so set expectations accordingly.

This is for people using a goal-style agent who keep getting burned by under-specified prompts and want guardrails between 'I have an idea' and 'the agent is editing files.' Solo or team, it is free. If you already write detailed, bounded task specs by hand, or you do not use a compatible agent, you will not get much from it.

The catch is scope and maturity. It does one specific thing, generate disciplined goal specs, and it only helps inside a compatible agent. Treat it as a useful habit-former for agentic work, not a finished framework.