code-review
Skill0 starsChanged 26 days agoMITView on GitHub
Provides a structured framework for conducting thorough code reviews covering correctness, security, architecture alignment, performance, and technical debt.
194 other projects use a version of this.
Adopted by
Most recently taken up by
- doggy8088/spec-kittheir own version, first seen Nov 9, 2026
- strelov1/freehiretheir own version, first seen Nov 9, 2026
- storybookjs/storybooktheir own version, first seen Nov 8, 2026
- codewithmukesh/dotnet-claude-kittheir own version, first seen Nov 8, 2026
- supabase/supabasetheir own version, first seen Nov 8, 2026
- The-Vibe-Company/quivrtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use close-spec, design-with-images and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
dzhngSkillclose-spec
When a spec under specs/<feature>/ is done shipping (a write-spec build, or any planned task that produced a spec), archive it to specs/done/ and rewrite it from a build-plan into a durable rationale — the why, the principles, the invariants — pointing back to the real code for the how. Use when implementation has landed and the plan no longer matches what shipped, or the user says a feature/spec is finished. Pairs with [write-spec](../write-spec/SKILL.md) (the plan this closes) and [review](../review/SKILL.md) (run before closing).
Also in 5 projects that use this
dzhngSkilldesign-with-images
Explore UI and visual design with image generation, then iterate the real implementation against the user-selected concept. Use when brainstorming visual directions, offering mockup variants, or implementing an approved generated design; do not stop at the mockups or the first code approximation.
Also in 5 projects that use this
PydanticSkilladd-new-model
Add support for a newly-released language or image generation model in pydantic-ai (e.g. openai:gpt-5.6, anthropic:claude-sonnet-5, openai:gpt-image-2). Use when a provider ships a new model id and you need to wire literals, profile flags, adapters, and tests to recognize it. Handles SDK-lag, gateway list conventions, capability probing, and direct image-model geometry.
Also in 9 projects that use this
transitive-bullshitSkillcompare-screenshots
Compare screenshots against the intended design, distinguishing approved references from historical baselines. Use for iterative implementation matching, before/after visual review, objective image telemetry, or checking a lone capture for flat, empty, or badly framed content.
Also in 5 projects that use this
Microsoft AzureSkillazsdk-common-apiview-feedback-resolution
Analyze and resolve APIView review feedback on Azure SDK PRs. **UTILITY SKILL**. USE FOR: APIView comments, API review feedback, SDK API surface changes. DO NOT USE FOR: general code review, non-APIView feedback. INVOKES: azure-sdk-mcp:azsdk_apiview_get_comments, azure-sdk-mcp:azsdk_customized_code_update, azure-sdk-mcp:azsdk_typespec_delegate_apiview_feedback, azure-sdk-mcp:azsdk_run_typespec_validation, azure-sdk-mcp:azsdk_package_generate_code.
Also in 6 projects that use this
Microsoft AzureSkillazsdk-common-generate-sdk-locally
Generate and finalize Azure SDKs locally from TypeSpec, including build, checks, tests, changelog, metadata, and version updates by default. WHEN: "generate SDK locally", "build SDK", "run SDK tests", "run CI checks", "validate package", "run checks", "update changelog", "fix SDK build errors", "resolve SDK generation errors", "customize TypeSpec", "rename SDK client", "rename SDK model", "hide operation from SDK", "fix analyzer errors", "resolve customization drift", "create subclient", "update metadata", "update version". INVOKES: azsdk_verify_setup, azsdk_package_generate_code, azsdk_package_build_code, azsdk_package_run_check, azsdk_package_run_tests, azsdk_customized_code_update, azsdk_package_update_changelog_content, azsdk_package_update_metadata, azsdk_package_update_version.
Also in 6 projects that use this
- +4 more from dzhng
- +2 more from Azure
Other versions194 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 194
- mattpocock/skills★ 309ksame name
- TheAlgorithms/Python★ 226ksame name
- microsoft/vscode★ 195ksame name
- github/spec-kit★ 149ksame name
- ggml-org/llama.cpp★ 134ksame name
- supabase/supabase★ 115ksame name
- storybookjs/storybook★ 91ksame name
- shareAI-lab/analysis_claude_code★ 80ksame name
- shareAI-lab/learn-claude-code★ 80ksame name
- vectorize-io/hindsight★ 60ksame name
184 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository219 other files it gives its agents.
- .agents/AGENTS.mdAGENTS.md
- AGENTS.mdAGENTS.md
- .claude/CLAUDE.mdCLAUDE.md
- CLAUDE.mdCLAUDE.md
- .cursor/rules/behavioral-discipline.mdcCursor rule
- .cursor/rules/context-budget.mdcCursor rule
- .cursor/rules/orchestration.mdcCursor rule
- .cursor/rules/yagni-stdlib.mdcCursor rule
- androidSkill
- android-ui-designSkill
- api-versioningSkill
- astroSkill
- auth-token-inspectorSkill
- backlogSkill
- cc-api-contractSkill
- cc-db-migrationSkill
- cc-featureSkill
- cc-fixSkill
- cc-pagespeedSkill
- cc-refactorSkill
- cc-reviewSkill
- cc-spec-mutationSkill
- cc-tdd-cycleSkill
- cc-test-planSkill
- commitSkill
- conductor-setupSkill
- councilSkill
- database-migrationsSkill
- django-ormSkill
- django-testingSkill
- django-uvSkill
- drizzle-schema-architectSkill
- evaluationSkill
- fastapi-pydantic-strictSkill
- find-skillsSkill
- jpa-nplusone-detectorSkill
- jpa-postgresSkill
- laravel-specialistSkill
- livewire-alpine-bridgeSkill
- multi-agent-orchestrationSkill
- nextjs-typescriptSkill
- openspecSkill
- pagespeed-insightsSkill
- pagespeed-perfSkill
- php-proSkill
- python-django-stackSkill
- python-fastapi-stackSkill
- pythonSkill
- rust-asyncSkill
- rust-engineeringSkill
- rust-sqlxSkill
- security-ai-llmSkill
- security-blue-teamSkill
- security-cloudSkill
- security-cryptoSkill
- security-exploit-devSkill
- security-grcSkill
- security-incident-responseSkill
- security-log-analysisSkill
- security-malware-analysisSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 9 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 184 edited versions we read keep these.
9
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 40
Every finding must reference exactly one axis.
- Distinctive: line 128
Do conditional branches cover all cases (exhaustive when/switch)?
- Distinctive: line 162
Personal style preferences: If the code follows the project's established conventions, do not flag it because you would have written it …
- Distinctive: line 166
Do not block a PR over naming unless the name is genuinely misleading.
- Distinctive: line 168
Tests for trivial code: Do not demand tests for getters, setters, or data class construction.
- Distinctive: line 171
Refactors not in scope: If you notice an improvement opportunity outside the task boundary, log it as a SUGGESTION.
- Very specific: line 175
Framework defaults: Do not second-guess framework conventions (Spring dependency injection, Next.js file-based routing).
- Distinctive: line 180
When a finding requires a code change, provide the exact replacement:
- Distinctive: line 198
When multiple findings exist, address them in this order:
- Distinctive: line 203
Test coverage — gaps mean regressions will be invisible
“Common” is measured: kept by at least 6 in 10 of the 184 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Code Review
Review Axes
Every finding must reference exactly one axis. This prevents vague feedback and makes it actionable.
| Axis | What to check |
| Correctness | Does the logic handle all cases in the acceptance criteria? |
| Security | Injection vectors, secret exposure, auth bypasses, insecure defaults |
| Architecture | Does the code follow existing patterns and module boundaries? |
| Performance | N+1 queries, unnecessary allocations, blocking I/O in hot paths |
| Error handling | Are failure cases handled explicitly and safely? |
| Test coverage | Do tests verify the acceptance criteria, not just happy paths? |
| Scope | Are there changes outside the stated task boundary? |
| Technical debt | Does the implementation introduce debt without acknowledging it? |
Finding Categories
CRITICAL — must be resolved before merge
- Logic failures that violate acceptance criteria
- Security vulnerabilities (injection, auth bypass, secret exposure)
- Data loss or corruption risk
- Breaking changes to public API or shared contracts
- Missing error handling that causes silent failures
WARNING — should be resolved before merge
- Missing edge case coverage in tests
- Scope creep (changes outside the task boundary)
- Pattern inconsistency that will confuse future maintainers
- Performance issue that will degrade under load
- Missing input validation at system boundaries
SUGGESTION — optional improvement
- Naming clarity improvements
- Extracting a reusable abstraction
- Test readability
- Documentation gaps on non-obvious behavior
Review Report Format
## Review Report
**Task**: [objective from task card]
**Verdict**: [approved | approved with warnings | blocked]
---
### CRITICAL
- [ ] [C1] `path/to/file:line` — [description]
Axis: [axis] | Evidence: `[quoted code]` | Required action: [what must change]
_(none)_ if no critical findings
### WARNING
- [ ] [W1] `path/to/file:line` — [description]
Axis: [axis] | Recommended action: [what should change]
_(none)_ if no warning findings
### SUGGESTION
- [ ] [S1] — [description] | Rationale: [brief reason]
_(none)_ if no suggestions
### Summary
- Critical: [count] | Warning: [count] | Suggestion: [count]
- **Verdict justification**: [one sentence]Verdict rules:
blocked— any CRITICAL finding presentapproved with warnings— no CRITICAL, at least one WARNINGapproved— no CRITICAL, no WARNING
What to Check — by Axis
Correctness
- Does every acceptance criterion have a corresponding code path?
- Are null/empty/zero values handled explicitly?
- Are boundary conditions checked (off-by-one, empty collections, max values)?
- Do conditional branches cover all cases (exhaustive when/switch)?
Security
Injection: SQL, command, LDAP, XML — is input sanitized or parameterized?
Auth: is the endpoint protected? are role checks correct?
Secrets: no hardcoded credentials, tokens, or keys in source
Headers: are security headers set (CSP, HSTS, X-Frame-Options)?
CORS: is the origin whitelist explicit, not wildcard?
Dependencies: are new dependencies from trusted sources?Performance
N+1 queries: does a loop call the database per iteration?
Eager loading: are JOINs or includes used where needed?
Pagination: are all list endpoints paginated?
Caching: is expensive computation cached at an appropriate layer?
Index: do new query filters have corresponding DB indexes?Error Handling
Are exceptions caught at the right layer (not swallowed silently)?
Is the error response format consistent with the rest of the API?
Is the original exception logged before translating to a user-facing error?
Are transient failures retried with backoff, or propagated immediately?What NOT to Flag
Personal style preferences. If the code follows the project's established conventions, do not flag it because you would have written it differently.
Trivial naming. Variable names are a SUGGESTION at most, never a WARNING. Do not block a PR over naming unless the name is genuinely misleading.
Tests for trivial code. Do not demand tests for getters, setters, or data class construction. Test behavior, not boilerplate.
Refactors not in scope. If you notice an improvement opportunity outside the task boundary, log it as a SUGGESTION. Do not block the PR for work that was not requested.
Framework defaults. Do not second-guess framework conventions (Spring dependency injection, Next.js file-based routing). Trust the framework.
Exact Diff Recommendations
When a finding requires a code change, provide the exact replacement:
# Current code (path/to/file:42)
val user = userRepository.findById(id)
return user.name // NPE if not found
# Recommended fix
val user = userRepository.findById(id)
?: throw NotFoundException("User $id not found")
return user.nameVague instructions ("handle the null case") force the author to guess your intent. Exact diffs remove ambiguity and speed up the review cycle.
Prioritization Order
When multiple findings exist, address them in this order:
- Security — security issues can silently compromise users or data
- Correctness — broken behavior defeats the purpose of the change
- Error handling — silent failures are hard to debug in production
- Test coverage — gaps mean regressions will be invisible
- Performance — degrade gradually; fix before it causes incidents
- Architecture — inconsistency compounds over time
- Technical debt — acknowledge and track; do not always block for it
- Suggestions — apply at author's discretion
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