codex-dialogue-quality-audit-reuse
CommunityAudit Codex dialogue quality end-to-end.
Authorliuyu520
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Use this skill when diagnosing AI conversation quality issues in the Codex (OpenAI Responses API) adapter, auditing translation fidelity across request/response/message translators, or planning a systematic quality improvement pass.
Core Features & Use Cases
- Five-layer audit of translation quality includes parameter handling, semantic alignment, path coverage for streaming and non-streaming paths, error visibility, and default-value leakage.
- Reuses codex protocol adapter checklists and entry points to guide diagnosis and fixes, with references to requestTranslator.ts, messageTranslator.ts, responseTranslator.ts, and streaming.ts.
- Supports a structured, repeatable audit workflow for Codex integrations, with documented anti-patterns to prevent regression.
Quick Start
Audit Codex dialogue translation fidelity in a multi-turn Codex session and implement fixes guided by the five-layer checklist.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: codex-dialogue-quality-audit-reuse Download link: https://github.com/liuyu520/cc_source/archive/main.zip#codex-dialogue-quality-audit-reuse Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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