PR Review Expert

SkillDatabases & data

This skill lets your AI review pull requests and code changes for problems. Once added, it can check a diff for security holes, breaking changes, and missing tests, then give you a prioritized report of what to fix first.

Available today. Use it from your connected AI after setup.

Add the skill, then ask your AI to review a pull request or a set of code changes. It will return a prioritized report of what it found.

Then ask your AI: use the PR Review Expert skill

What your AI can do with it

  • Review pull requests for security holes
  • Detect breaking changes in code diffs
  • Spot missing tests in proposed changes
  • Assess the code quality of a diff
  • Produce a prioritized report of issues found

What this skill tells your AI

The instructions your AI receives, as published by borghei/claude-skills in engineering/pr-review-expert/SKILL.md and read by ahel’s review.

Structured, systematic code review for GitHub PRs and GitLab MRs. Goes beyond style nits to perform blast-radius analysis, security vulnerability scanning, breaking-change detection, test-coverage delta calculation, and performance impact assessment. Produces reviewer-ready reports with prioritized findings categorized as must-fix, should-fix, and suggestions.

Keywords: PR review, code review, pull request, merge request, blast radius, security scan, breaking changes, test coverage, review checklist, code quality

Core Capabilities

  • Blast radius analysis — trace which files, services, and downstream consumers a diff could break; quantify severity CRITICAL/HIGH/MEDIUM/LOW.
  • Security scanning — detect SQL injection, XSS vectors, hardcoded secrets, auth bypass, insecure crypto, path traversal, and prototype pollution in the diff.
  • Breaking-change detection — flag API removals/renames, response-schema and required-field changes, DB column removals, env-var changes, and TS interface edits.
  • Test coverage analysis — new-code vs new-test ratio, missing tests for new public functions, deleted tests without deleted code, coverage delta.
  • Performance assessment — N+1 query patterns, bundle-size regressions, unbounded queries, missing indexes.
  • Reviewer-ready output — prioritized must-fix / should-fix / suggestion report, a 35-item checklist, and consistent comment labels.

When to Use

  • Before merging any PR that touches shared libraries, APIs, or database schemas.
  • When a PR is large (>200 lines changed) and needs structured review.
  • For PRs in security-sensitive code paths (auth, payments, PII handling).
  • After an incident, to proactively review similar code changes.
  • For onboarding new contributors whose PRs need thorough feedback.

Tools

ToolPurposeCommand
blast_radius_calculator.pyCalculate PR blast radius from import chains / dependency trees of changed filesgit diff --name-only main...HEAD | python scripts/blast_radius_calculator.py --root src
diff_analyzer.pyAnalyze a diff for risk indicators (large files, sensitive paths, config/breaking/security patterns)gh pr diff $PR | python scripts/diff_analyzer.py --json
review_checklist_generator.pyGenerate a tailored review checklist from changed file types/patternsgit diff --name-only main...HEAD | python scripts/review_checklist_generator.py

References

Load the reference that matches the task — keep this file lean and pull detail on demand:

  • references/review-workflow-commands.md — the 6-step review workflow with the exact gh/grep command catalog for context gathering, blast radius, security scan, breaking-change detection, coverage delta, and performance impact (plus the blast-radius severity table and coverage rules). Read when actually performing a review.
  • references/writeup-format-and-checklist.md — the review report template with worked examples, the complete 35-item review checklist, and the comment-label taxonomy. Read when writing up findings.
  • references/best-practices-and-troubleshooting.md — common reviewer pitfalls, best-practice habits, the troubleshooting table, and the success-criteria bar. Read before and after a review for quality control.

Scope & Limitations

This skill covers:

  • Structured review of GitHub PRs and GitLab MRs using a 35+ item checklist
  • Blast radius analysis for monorepo and multi-service architectures
  • Static security scanning of diffs for common vulnerability patterns (SQLi, XSS, secrets, auth bypass)
  • Breaking change detection for APIs, database schemas, TypeScript interfaces, and environment variables

This skill does NOT cover:

  • Automated code fixes or refactoring — use engineering/saas-scaffolder or engineering/migration-architect for code generation
  • Runtime security analysis, SAST/DAST tool orchestration, or CVE database lookups — use engineering/dependency-auditor for dependency-level vulnerability scanning
  • CI/CD pipeline configuration or build failure triage — use engineering/ci-cd-pipeline-builder for pipeline design
  • Performance benchmarking or load testing — use engineering/performance-profiler for profiling and optimization guidance

Integration Points

SkillIntegrationData Flow
engineering/dependency-auditorRun dependency audit before reviewing PRs that add or upgrade packagesAudit report feeds into the Security section of the review report
engineering/ci-cd-pipeline-builderEmbed review checklist gates into CI pipelines as automated PR checksChecklist items become pass/fail signals in the pipeline
engineering/performance-profilerEscalate N+1 and unbounded query findings for detailed profilingFlagged code paths from review become profiling targets
engineering/migration-architectValidate database migration safety for PRs that include schema changesMigration risk assessment supplements the Breaking Changes section
engineering/release-managerFeed breaking change detection results into release notes and changelogsDetected breaking changes auto-populate release documentation
engineering/api-design-reviewerCross-reference API endpoint changes with API design standardsAPI review findings merge into the Blast Radius and Breaking Changes sections

Signals

GitHub stars
752
Forks
137
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
pr-review-expert
Source
github.com/borghei/claude-skills