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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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--- description: Conduct comprehensive PR review from multiple perspectives (PM, Developer, QA, Security) category: version-control-git argument-hint: <pr_link_or_number> [--interactive] [--guidance "text"] [--regression-gate] [--allow-regression] allowed-tools: Bash(gh *), Read --- # PR Review **PR Link/Number**: $ARGUMENTS > **Instructions**: Execute each task in the order given to conduct a thorough code review. Update GitHub with this review. > **Important**: The future is now—any improvements or "future" recommendations must be addressed **immediately**. --- ## Arguments - `<pr_link_or_number>` - GitHub PR URL or PR number (required) - `--interactive` - Prompt for confirmation before posting review - `--guidance "text"` - Additional review guidance or focus areas - `--regression-gate` - Run regression check before merge approval (default: true) - `--allow-regression` - Allow merge even if regressions detected (requires justification) **Default behavior**: Regression gate is enabled by default. To disable: `--regression-gate=false` --- ## Task 1: Product Manager Review **Objective**: Assess from a product management perspective, focusing on: - **Business Value**: Does this PR clearly advance our core product goals and deliver immediate ROI? - **User Experience**: Is the change intuitive and delightful for users right now? If not, make fixes immediately. - **Strategic Alignment**: Does the PR align with current (and long-term, i.e., now) strategic objectives? **Action**: Provide clear directives on how to ensure maximum user and business impact. All "future" suggestions must be implemented now. --- ## Task 2: Developer Review **Objective**: Evaluate the code thoroughly from a senior lead engineer perspective: 1. **Code Quality & Maintainability**: Is the code structured for readability and easy maintenance? If not, refactor now. 2. **Performance & Scalability**: Will these changes operate efficiently at scale? If not, optimize immediately. 3. **Best Practices & Standards**: Note any deviation from coding standards and correct it now. **Action**: Leave a concise yet complete review comment, ensuring all improvements happen immediately—no deferrals. --- ## Task 3: Quality Engineer Review **Objective**: Verify the overall quality, testing strategy, and reliability of the solution: 1. **Test Coverage**: Are there sufficient tests (unit, integration, E2E)? If not, add them now. 2. **Potential Bugs & Edge Cases**: Have all edge cases been considered? If not, address them immediately. 3. **Regression Risk**: Confirm changes don't undermine existing functionality. If risk is identified, mitigate now with additional checks or tests. **Action**: Provide a detailed QA assessment, insisting any "future" improvements be completed right away. --- ## Task 4: Security Engineer Review **Objective**: Ensure robust security practices and compliance: 1. **Vulnerabilities**: Check for common security flaws (SQL injection, XSS, authentication bypass, etc.). Fix immediately if found. 2. **Sensitive Data**: Confirm no secrets, credentials, or PII are exposed. Remove immediately if found. 3. **Security Best Practices**: Verify adherence to OWASP guidelines and security standards. Address gaps now. **Action**: Provide security assessment with immediate remediation for any findings. No deferring security issues. --- ## Task 5: Regression Detection Gate **Objective**: Detect behavioral regressions introduced by this PR **When**: Runs automatically before merge approval (unless `--regression-gate=false`) **Process**: 1. **Identify base branch** from PR metadata 2. **Determine scope** using changed files 3. **Execute regression check**: ```bash /regression-check \ --baseline <base-branch> \ --scope changed-files \ --format summary ``` 4. **Analyze results**: - **No regressions**: Proceed to merge approval - **Minor regressions**: Flag for review, document in comment - **Critical regressions**: BLOCK MERGE (unless `--allow-regression`) **Output**: Regression analysis posted as PR comment ### Regression Gate Behavior | Regression Severity | Default Action | With `--allow-regression` | |---------------------|----------------|---------------------------| | **None** | Approve merge | Approve merge | | **Minor** (warnings) | Approve with note | Approve with note | | **Major** (behavior change) | Request changes | Approve with documented risk | | **Critical** (test failures) | BLOCK merge | Approve with justification required | ### Example: Regression Detected (Blocking) ```markdown ## 🚨 Regression Gate: BLOCKED **Baseline**: main (commit abc123) **Changed Files**: 5 files **Tests Affected**: 12 tests ### Critical Regressions 1. **test/unit/auth/login.test.ts::validateCredentials** - Status: PASS FAIL - Error: "Expected 200, received 401" - Impact: Breaks user authentication - **Action**: FIX REQUIRED BEFORE MERGE 2. **test/integration/api/payments.test.ts::processPayment** - Status: PASS FAIL - Error: "Transaction timeout" - Impact: Payment processing broken - **Action**: FIX REQUIRED BEFORE MERGE ### Verdict **MERGE BLOCKED** - Critical regressions must be resolved. To override (not recommended): Use `--allow-regression` and provide justification in PR description. See full report: [regression-2026-01-25T15-30-00Z.md] ``` ### Example: Regression Detected (Warning) ```markdown ## ⚠️ Regression Gate: WARNING **Baseline**: main (commit abc123) **Changed Files**: 3 files **Tests Affected**: 8 tests ### Behavior Changes Detected 1. **test/integration/api/users.test.ts::createUser** - Performance: 150ms 450ms (+200%) - Severity: MAJOR - **Action**: INVESTIGATE before merge ### Verdict ⚠️ **MERGE WITH CAUTION** - Behavior changes detected but not blocking. Recommendation: Review performance regression and document if intentional. See full report: [regression-2026-01-25T15-30-00Z.md] ``` ### Example: No Regressions ```markdown ## ✅ Regression Gate: PASSED **Baseline**: main (commit abc123) **Changed Files**: 2 files **Tests Affected**: 5 tests **Result**: All tests passing, no behavioral changes detected ### Verdict **REGRESSION CHECK PASSED** - Safe to merge from regression perspective. ``` **Integration with Regression Analyst**: For deep regression analysis or complex regressions, escalate to @agentic/code/frameworks/sdlc-complete/agents/regression-analyst.md for: - Root cause analysis - Regression pattern identification - Fix recommendations - Historical regression correlation --- ## Task 6: Review Summary **Objective**: Synthesize all review feedback into actionable summary **Required Sections**: 1. **Overall Verdict**: Approve / Request Changes / Comment 2. **Critical Issues**: Must be fixed before merge 3. **Major Issues**: Should be fixed before merge 4. **Minor Issues**: Can be addressed in follow-up 5. **Regression Status**: Results from regression gate 6. **Merge Recommendation**: Clear approve/block decision with rationale ### Example Summary ```markdown ## PR Review Summary **Verdict**: REQUEST CHANGES ### Critical Issues (MUST FIX) 1. **Regression**: Authentication tests failing (see regression report) 2. **Security**: API key exposed in config file (line 42) ### Major Issues (SHOULD FIX) 1. ⚠️ **Performance**: Database query in loop (lines 156-178) 2. ⚠️ **Test Coverage**: New function missing unit tests ### Minor Issues (NICE TO HAVE) 1. 💡 **Code Style**: Inconsistent variable naming 2. 💡 **Documentation**: JSDoc comments missing ### Regression Status **2 CRITICAL REGRESSIONS DETECTED** - See detailed report above ### Merge Recommendation 🚫 **BLOCK MERGE** **Rationale**: - Critical regressions break authentication flow - Security vulnerability exposes API credentials - Must be resolved before merge **Next Steps**: 1. Fix authentication regression 2. Remove exposed API key 3. Re-run regression check 4. Address major issues or create follow-up tickets ``` --- ## Post-Review Actions After completing review: 1. **Post review comment** to PR with summary 2. **Add labels** based on severity: - `regression-risk` if regressions detected - `security-issue` if vulnerabilities found - `needs-tests` if coverage insufficient - `performance-concern` if performance issues found 3. **Set PR status**: - Approve (if all checks pass) - Request Changes (if critical/major issues) - Comment (if minor issues only) 4. **Save review artifacts**: - Regression report (if gate enabled) - Review summary - Issue tracking links --- ## References - @agentic/code/frameworks/sdlc-complete/commands/regression-check.md - Regression detection command - @agentic/code/frameworks/sdlc-complete/agents/regression-analyst.md - Deep regression analysis agent - @agentic/code/frameworks/sdlc-complete/schemas/testing/regression.yaml - Regression detection schema - @.claude/rules/executable-feedback.md - Executable feedback loop implementation - @.claude/rules/test-first-development.md - Test-first principles