Structured Logging
New用 JSON 字段记 request_id 与 error.code，避免 Agent 拼不可检索的散文日志。
Structured Logging is an Agent skill for DevOps. 用 JSON 字段记 request_id 与 error.code，避免 Agent 拼不可检索的散文日志。 Tags: 结构化日志 · JSON · 可观测.
What is Structured Logging
Structured Logging packages a DevOps workflow for agents. 用 JSON 字段记 request_id 与 error.code，避免 Agent 拼不可检索的散文日志。
Install Structured Logging in Cursor / Claude / Codex
Claude Code Install with the command on this page, or place the skill in ~/.claude/skills or project .claude/skills so Claude can detect Structured Logging.
Cursor After the install command writes the skill directory, invoke Structured Logging by name in the Cursor agent.
Codex Install into the Codex skills directory and call it by name. If only a generic command is listed, run it locally and confirm Codex can see the skill.
This page has no install command. Check the project home for how to install Structured Logging.
Please visit the Project Home to see installation and usage instructions.
How to Use
Claude Code: Place the skill in ~/.claude/skills (personal) or the project .claude/skills directory, and Claude will auto-detect it.
Cursor / Windsurf: After installing via npx skillsadd, the skill directory is placed in the configured path.
Codex CLI: After installation it loads automatically from the skills directory and is invoked by name.
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FAQ
What is Structured Logging for?
Structured Logging is a DevOps skill. 用 JSON 字段记 request_id 与 error.code，避免 Agent 拼不可检索的散文日志。
Can Claude, Cursor, and Codex all use Structured Logging?
Yes if the client supports Agent Skills and has loaded the skill directory. Check the project home for compatibility notes.
What similar skills exist?
Related items come from the same DevOps group so you can pick a closer workflow.