GPT-4o
⚙️ Technical
Intermediate
Code Review Agent Pipeline
Design an automated code review agent that checks for security, performance, quality, and testing issues before human review.
The Prompt
# Code Review Agent Pipeline You are a senior software engineer. Design an automated code review agent for [LANGUAGE_OR_STACK] projects. ## Project Context - Language / stack: [LANGUAGE_OR_STACK] - Team size: [TEAM_SIZE] - Biggest code quality pain points: [PAIN_POINTS] - Existing tools already in use: [EXISTING_TOOLS] ## Review Checklist Build the agent review checklist by category: **Security** - [3-5 security checks specific to this stack] **Performance** - [3-5 performance checks] **Code Quality** - [3-5 style and maintainability checks] **Testing** - [3-5 test coverage and quality checks] **Documentation** - [2-3 documentation requirements] ## Agent Workflow Step-by-step process when triggered by a new pull request: 1. Diff analysis 2. Rule evaluation 3. Comment generation 4. Severity scoring 5. Pass / request-changes decision ## Comment Format Each agent comment includes: - Location (file, line) - Issue category - Severity: CRITICAL / MAJOR / MINOR / SUGGESTION - Explanation (max 2 sentences) - Suggested fix (code block where relevant) ## Escalation Rules Define which findings block a PR from merging vs. which are advisory only.
📝 Fill in the blanks
Replace these placeholders with your own content:
[LANGUAGE_OR_STACK]
[TEAM_SIZE]
[PAIN_POINTS]
[EXISTING_TOOLS]
[3-5 security checks specific to this stack]
[3-5 performance checks]
[3-5 style and maintainability checks]
[3-5 test coverage and quality checks]
[2-3 documentation requirements]
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