code-review
Skill0 starsChanged 6 days agoMITView on GitHub
Review code changes for bugs, security holes and regressions before they merge. Use when the user says "review my changes", "review this PR", "check this diff", "is this safe to merge", or names a branch, commit or files to look over.
194 other projects use a version of this.
Adopted by
Most recently taken up by
- mdiri-ai/SoduWorktheir own version, first seen Nov 15, 2026
- microsoft/vscodetheir own version, first seen Nov 12, 2026
- 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
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★ 150ksame 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 repository24 other files it gives its agents.
- api-docsSkill
- changelogSkill
- ci-failure-fixSkill
- commit-messageSkill
- competitor-analysisSkill
- data-analystSkill
- debug-detectiveSkill
- dependency-upgradeSkill
- dockerizeSkill
- email-replierSkill
- eval-promptSkill
- incident-postmortemSkill
- meeting-notesSkill
- migration-safetySkill
- pr-descriptionSkill
- product-specSkill
- readme-writerSkill
- refactor-safelySkill
- research-briefSkill
- security-checkSkill
- seo-articleSkill
- sql-helperSkill
- support-replySkill
- write-testsSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 184 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 15
If the diff is over ~1500 lines, say so and review the riskiest files first (auth, payments, data writes, migrations, concurrency), listing …
- Distinctive: line 19
Read the commit messages or PR text.
- Distinctive: line 43
Nit: only if it costs the reader nothing.
“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
The goal is a short list of real problems, each one verified against the code. A review with two true findings beats one with ten guesses.
1. Get the exact change
- Working tree:
git statusfirst, thengit diff HEAD(staged + unstaged). Untracked files do not show in a diff: read them. - Branch: find the base, do not assume
main. Usegit symbolic-ref refs/remotes/origin/HEADor ask. Diff withgit diff <base>...HEAD(three dots = since the merge base). - PR number:
gh pr diff <n>ifghis available; otherwise ask for the branch. - If the diff is over ~1500 lines, say so and review the riskiest files first (auth, payments, data writes, migrations, concurrency), listing what you skipped.
2. Understand intent
Read the commit messages or PR text. A bug is a gap between what the change is meant to do and what it does. If the intent is unclear, state your assumption.
3. Read beyond the hunk
For every changed function, open the full function and the code it calls. For every changed signature, return type, default value, config key or DB column, search for all usages (git grep -n <name>) and check each caller still works. Most real bugs live in code the diff did not touch.
4. Look for these, in this order
- Wrong behavior: inverted conditions, wrong variable, missing
await, early return skipping cleanup, error swallowed, partial writes without a transaction. - Security: untrusted input reaching SQL, shell, HTML, file paths, redirects or deserialization; missing authorization on a new route (auth is not the same as ownership); secrets or tokens in code or logs.
- Data and compatibility: migrations that lock or drop data, removed fields still read by clients, changed API response shape, cache keys that now collide.
- Missing tests for the changed behavior.
Skip what a linter, formatter or type checker already catches, unless the project has none.
5. Verify before reporting
For each candidate finding, confirm it by reading the code path that triggers it. If you can run the tests or a quick script to prove it, do. If you still are not sure, either drop it or list it under "Questions", never as a bug.
Output
Group by severity:
- Blocker: will break production, lose data or open a security hole.
- Should fix: real bug in a less common path, or a missing test for risky logic.
- Nit: only if it costs the reader nothing; max 3.
Each finding:
path/to/file.ts:42 - <what is wrong, one sentence>
Scenario: with <input/state>, <what happens> instead of <expected>.
Fix: <smallest change, a code snippet if under 5 lines>End with "Questions" (things you could not verify) and a one-line verdict: merge, merge after fixes, or rework.
Do not
- Edit files during a review unless the user asks for fixes.
- Pad the list. If you find nothing, say "No bugs found" and what you checked.
- Restate what the diff does line by line.
- Report a problem in unchanged code as part of this change; mention it separately if it is serious.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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