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Turn a vague ask into a precise goal for your AI agent
Week 2026-W25 ·
A skill that rewrites a fuzzy request into a ready-to-run Codex goal — with outcome, verification, limits and a stop condition built in. It passed 600 stars fast.
qiaomu-goal-meta-skill tackles the most common reason AI agents fail: not the model, but a vague instruction. You hand it a loose request and it returns a copy-ready task spec that states the desired outcome, how to verify it's done, what's off-limits, and when to stop instead of looping forever. It fills in conservative defaults rather than handing you an empty form, flags risky cases like touching credentials or production data, and lints out unexecutable phrases like 'keep trying'. It crossed 600 stars within days.
Why a vibe-coder should care
If your AI agent keeps drifting, burning tokens and 'finishing' the wrong thing, the fix is usually a sharper brief — this writes that brief for you.