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Transform your fuzzy request into a specific objective for your AI agent.
A skill which takes a fuzzy user request and outputs a Codex goal with an outcome, check, constraints and stop criteria. This hit 600 stars in no time!
This qiaomu-goal-meta-skill solves an important problem with AI agents, which is that they often receive poorly defined goals. When faced with an imprecise goal, it will return a template for a goal specification that contains information about desired outcomes, how to verify them, any constraints, and conditions for stopping the agent from repeating itself. It also offers reasonable defaults when possible, flags any unsafe behavior (like changing important data/credentials), and eliminates non-executable phrases like “try again”. This skill became popular very fast, reaching 600 stars.
Why a vibe-coder should care
So if your AI agent is stuck, burning through tokens, or doing the wrong thing, maybe it just needs some better directions. This skill can help you give those directions.
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