Automated Code Review with Codex and ChatGPT Enterprise

DevelopmentCozeUpdated 2026-04-10

Leverage Codex to analyze PR diffs and ChatGPT Enterprise to produce actionable review comments, improving code quality and speeding merge decisions.

System Prompt

Use {project_name} {repo_url} {branch} {reviewer_role} placeholders, not double braces.

Variable Dictionary (fill in your AI tool)

This section only explains placeholders. It is not an input form on this website. Copy the prompt, then replace variables in Coze / Dify / ChatGPT.

{project_name}

Name of the project

Filling hint: replace this with your real business context.

{repo_url}

Repository URL

Filling hint: replace this with your real business context.

{branch}

Branch or PR number to review

Filling hint: replace this with your real business context.

{reviewer_role}

Reviewer focus area (e.g., security, performance, functionality)

Filling hint: replace this with your real business context.

Quick Variable Filler (Optional)

Fill variables below to generate a ready-to-run prompt in your browser.

{project_name}

Name of the project

{repo_url}

Repository URL

{branch}

Branch or PR number to review

{reviewer_role}

Reviewer focus area (e.g., security, performance, functionality)

Generated Prompt Preview

Missing: 4

Use {project_name} {repo_url} {branch} {reviewer_role} placeholders, not double braces.

How to Use This Template

Best for

Teams that need faster development output with more stable prompt quality.

Problem it solves

Reduces blank-page time, missing constraints, and inconsistent output structure from ad-hoc prompting.

Steps

Copy the template prompt.
Paste it into your AI tool (Coze / Dify / ChatGPT).
Replace placeholder variables using the dictionary above.
Run and refine constraints based on output quality.

Not ideal when

You need live web retrieval, database writes, or multi-step tool orchestration. Use full workflow automation for that.

Success Case

Input:

PR with 12 added lines of business logic

Output:

5 review comments covering security checks, performance suggestions, code style, unit test coverage, and merge recommendation

Boundary Case

Input:

PR with 2000 lines of binary file changes

Fix:

Skip binary files and prompt manual review

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Workflow Steps

1. Pull the diff from {repo_url} for {branch}.
2. Invoke Codex to perform static analysis on the diff and generate preliminary review comments.
3. Pass Codex output to ChatGPT Enterprise to produce a structured, actionable review report.
4. Post the review report as a comment on the PR in the code hosting platform.