Codex Skills
How to convert expert judgment into a Codex skill
A reusable Codex skill should encode more than steps. It should encode cues, triggers, refusal logic, and escalation rules.
What a Codex skill needs
To turn expert judgment into a Codex skill, define the trigger phrases, the high-value task family, the main decision cues, the default sequence, and the boundaries where the skill must stop and hand off to a human.
What most skills miss
Many prompt files describe tone or format but omit the core judgment layer. They tell the model how to speak, not how to decide. That is why they often sound polished but fail under variation.
What this repo contributes
This repository treats Codex skills as packaging for tacit knowledge. The job is not to write clever prose. The job is to make invisible expertise explicit enough that it can be reused, tested, and improved.
Chinese summary
把专家判断做成 Codex skill，核心工作是“判断打包”。文案优化解决不了这个问题。如果一个 skill 没写清楚什么时候触发、靠什么线索判断、什么时候必须升级给人，它大概率还谈不上真正可复用。