菜单
Guide implementation of production-ready Python RAG components by enforcing correct abstractions, error handling, observability, and safety at coding time.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
Reviews code changes for bugs, style issues, and best practices. Use when reviewing PRs or checking code quality.
Review an existing Python RAG codebase against an explicit RAG architecture document and produce a production-readiness backlog with priorities, rationale, and execution guidance.
| name | code-implementation-guardrail |
| description | Guide implementation of production-ready Python RAG components by enforcing correct abstractions, error handling, observability, and safety at coding time. |
Ensure that new or modified code in a Python RAG system is implemented in a production-ready way from the start, not retrofitted later.
This skill is used during active development, not post-hoc review.
Use this skill when the user is:
For the component under implementation, explicitly address:
Produce a concise implementation checklist and code-level guidance tailored to the specific component. When needed, update one or more of the EXISTING documents :
The user can implement the code once, correctly, without needing a later hardening pass.
