mcpbeat

Agent Introspection Debugging

mturac/everything-openai-codex-zh-cn-agent-introspection-debugging

针对AI代理故障的结构化自调试工作流程,包括捕获、诊断、受限恢复和内省报告。

1k tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
83
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/mturac/everything-openai-codex --skill agent-introspection-debugging

How to use it

Copy the folder

Take mturac/everything-openai-codex-zh-cn-agent-introspection-debugging from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.