By use case

Top Code Quality & Review Skills

Structured reviews, refactoring, simplification passes, and TDD-driven workflows.

19 skills indexed · ranked by composite score · updated July 28, 2026

Top 6 Code Review skills

  1. 1.superpowers

    Structured multi-step development. Brainstorm → spec → plan → build → review → merge — TDD baked in.

  2. 2.prisma-orm

    Prisma migrations and queries by the book. Index-aware, migration-safe, type-correct.

  3. 3.sentry-error-handling

    Sentry the right way. Source maps, releases, breadcrumbs, performance, structured tags.

  4. 4.semgrep

    Semgrep's own scanning skill: run the industry-standard SAST engine across 30+ languages, and author custom rules for your codebase's patterns.

  5. 5.code-security

    A vendor-maintained rule corpus for secure code review — one reference file per vulnerability class, from SQL injection to Terraform misconfiguration.

  6. 6.debug

    Disciplined debugging loop. Reproduce, isolate, diagnose, fix.

About Code Quality & Review

The best agent skills for code quality and review in 2026 are Claude Code's built-in `code-review` and `simplify` Skills — `code-review` runs the structured security-and-correctness pass a senior engineer makes on a PR, while `simplify` catches reuse and altitude problems that accumulate in working code. Code quality and review Skills turn an AI agent from a code writer into a disciplined code reviewer. They encode the structured pass — security, correctness, performance, simplification — that senior engineers run on a PR, and apply it consistently every time. The Anthropic-authored code-review and simplify Skills are the canonical examples; both ship inside Claude Code and replicate the rubric the Claude Code team uses internally.

The workflows are familiar. Reviewing an uncommitted diff before opening a PR. Catching N+1 queries and missing edge cases in a feature branch. Running a simplification pass on a refactor that grew too clever. Producing PR comments inline, or applying the fixes directly to the working tree. Test-driven workflows: drafting tests first, watching them fail, then implementing. Skills here also cover the meta-level — choosing between Claude Opus and Claude Sonnet for review, running multi-agent ultrareviews, and writing the review-bot persona for a specific repo's house style.

Engineering managers, staff engineers, and any team paying for code review at scale use these. We rank by composite score; provenance (Anthropic, well-known engineering orgs) and install count dominate, with documentation depth and cross-agent compatibility as tiebreakers. Skills that integrate with `gh pr` and post comments score higher for production use than read-only reviewers.

Ranked by score

Best Code Review Skills

Skills that do code review well — ranked transparently.

Community

Structured multi-step development. Brainstorm → spec → plan → build → review → merge — TDD baked in.

TDDMulti-agentPlans
Code
Medium5 min
Verified

Prisma migrations and queries by the book. Index-aware, migration-safe, type-correct.

PrismaTypeScriptMigrations
Code
Medium3 min

Sentry the right way. Source maps, releases, breadcrumbs, performance, structured tags.

SentryErrorsObservability
Code
Low3 min
Verified

Semgrep's own scanning skill: run the industry-standard SAST engine across 30+ languages, and author custom rules for your codebase's patterns.

SASTSemgrepStatic analysis
Code
Medium3 min
Verified

A vendor-maintained rule corpus for secure code review — one reference file per vulnerability class, from SQL injection to Terraform misconfiguration.

Secure codingOWASPCode review
Code
Low1 min
Official

Disciplined debugging loop. Reproduce, isolate, diagnose, fix.

DebugDiagnosisTroubleshooting
All surfaces
Low1 min
Official

Honest tech-debt audit with a prioritized cleanup backlog.

Tech DebtRefactorAudit
All surfaces
Low1 min
Official

Review for reuse, quality, efficiency. Catches over-abstraction and dead code before merge.

ReviewRefactorDRY
Code
Low0 min

100+ accessibility and UX rules from Vercel, applied as a structural audit on your UI code.

A11yUXAudit
Code
Low2 min

57 React/Next.js performance rules, applied as a structural review on your code.

ReactNext.jsPerformance
Code
Low2 min
Verified

Security audits run by a real security firm. CodeQL + Semgrep + audit workflows.

CodeQLSemgrepAudit
Code
Medium3 min

Next.js App Router by the book. Server components, streaming, parallel routes.

Next.jsReactApp Router
Code
Medium2 min

OWASP-published review, SCA, secrets and threat-modelling skills — the most citable provenance available for security review vocabulary.

OWASPThreat modelingASVS
Code
Low3 min
Official

Pre-merge security sweep on the current branch's diff.

SecurityReviewOWASP
Code
Low1 min
Official

The canonical Anthropic code review. Effort levels from quick to ultra.

Code ReviewBuilt-inQuality
Code
Low1 min
Official

PR review with inline GitHub comments via gh.

PRReviewGitHub
Code
Low1 min

Boolean prop hell → compound components. Cleaner React component APIs by construction.

ReactPatternsAPI design
Code
Low2 min
Community

TDD with red/green/refactor as a concrete TypeScript walkthrough.

TDDTypeScript
Code
Low2 min

Structured PR reviews with severity-tagged findings — bugs, security, perf, style.

ReviewSecurityPR
Code
Low0 min

FAQ

Frequently asked

What is the difference between /code-review and /simplify?

code-review hunts for correctness bugs and security issues. simplify focuses on reuse, deduplication, and altitude cleanups — quality without bug-hunting. Use code-review before merge; use simplify after the change works.

Do code-review Skills replace senior engineers?

No. They catch the mechanical issues — injection patterns, missing null checks, race conditions, N+1 queries — so human reviewers can focus on architecture, naming, and intent. Best teams run both.

Can these Skills post inline PR comments?

The official Claude Code code-review Skill supports --comment to post findings as inline GitHub PR comments via `gh`, and --fix to apply them to the working tree.

Which model is best for code review?

Opus 4.7+ is the default for high-effort reviews. Sonnet 4.6 is the cost-efficient choice for routine reviews. The ultra mode runs a multi-agent review in the cloud.

Are review Skills cross-agent?

The Anthropic Skills are deepest on Claude Code. Cursor and Codex have community-published equivalents; Gemini CLI compatibility varies. Filter by agent on the listing page to see verified support.

Go deeper

Guides and comparisons for Code Review

Ranked recommendations with the reasoning, per-agent compatibility cuts, and head-to-head verdicts.

Other categories

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