code-review

We split this skill into the rules it gives an agent

9 rules. 0 are common, 9 are distinctive, and 0 are 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.

• 0

  Very specific

  Tied to their project's names, files or tools. Probably skip.

• Common
• Distinctive
• Very specific

1. Distinctive:

   Before merging any pull request

   line 15
2. Distinctive:

   When reviewing AI-generated code

   line 16
3. Distinctive:

   When auditing existing code for quality

   line 17
4. Distinctive:

   Read the PR description fully — understand the intent before reading code.

   line 23
5. Distinctive:

   Check: Does the implementation match the stated intent?

   line 24
6. Distinctive:

   Do tests cover the happy path AND key failure paths?

   line 34
7. Distinctive:

   Every comment must be one of:

   line 53
8. Distinctive:

   Blocker: Must be fixed before merge

   line 54
9. Distinctive:

   Never leave vague comments like *"this doesn't look right"* without explaining why.

   line 58

“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.

• Other versions194 projects use a version of this.

  Word for word · 0

  None found.

  Edited · 0

  None found.

  Wrote their own version · 194

  1. mattpocock/skills★ 309ksame name
  2. TheAlgorithms/Python★ 226ksame name
  3. microsoft/vscode★ 194ksame name
  4. github/spec-kit★ 145ksame name
  5. ggml-org/llama.cpp★ 133ksame name
  6. shareAI-lab/learn-claude-code★ 80ksame name
  7. shareAI-lab/analysis_claude_code★ 78ksame name
  8. vectorize-io/hindsight★ 57ksame name
  9. dbeaver/dbeaver★ 52ksame name
  10. roboflow/supervision★ 51ksame 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.

• Used alongsideProjects with it also use add-new-model, azsdk-common-sdk-breaking-change and 9 more.

  Other files people use alongside this one.

  How we pick theseFiles 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.

  • PydanticSkill

    add-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

  • Microsoft AzureSkill

    azsdk-common-sdk-breaking-change

    Detect and mitigate SDK Breaking changes for an SDK package which is generated from TypeSpec. WHEN: "Detect SDK breaking changes for a service", "Detect SDK breaking changes for an SDK package", "Detect and mitigate SDK breaking changes for a service", "Detect and mitigate SDK breaking changes for an SDK package". INVOKES: skill: azsdk-common-generate-sdk-locally; MCP tools: azure-sdk-mcp:azsdk_customized_code_update, azure-sdk-mcp:azsdk_package_detect_breaking_change.

    Also in 4 projects that use this

  • ww-w-aiSkill

    bkend-auth

    bkend.ai authentication guide. Signup, login, JWT tokens, sessions, role-based access control, and password management with bkend.ai BaaS. Triggers: bkend auth, bkend login, bkend signup, JWT, session, RBAC, password, bkend 인증, 로그인, 회원가입, bkend認証, ログイン, 新規登録, bkend认证, 登录, 注册, autenticacion bkend, authentification bkend, bkend-Auth Do NOT use for: data operations (use $bkend-data), file storage (use $bkend-storage).

    Also in 4 projects that use this

  • ww-w-aiSkill

    bkend-cookbook

    bkend.ai cookbook with step-by-step tutorials and example projects. Build a todo app, blog, e-commerce store, and more with bkend.ai BaaS. Triggers: bkend cookbook, bkend tutorial, bkend example, todo app, blog app, bkend 쿡북, bkend 튜토리얼, 예제 프로젝트, bkendクックブック, チュートリアル, bkend教程, 示例项目, tutorial bkend, tutoriel bkend, bkend-Tutorial, ricettario Do NOT use for: initial setup (use $bkend-quickstart), specific features (use $bkend-data/auth/storage).

    Also in 4 projects that use this

  • dzhngSkill

    close-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 4 projects that use this

  • dzhngSkill

    design-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 4 projects that use this

  • +5 more from ww-w-ai
• In this repository34 other files it gives its agents.

  • AGENTS.mdAGENTS.md
  • CLAUDE.mdCLAUDE.md
  • agent-qa-run-reviewSkill
  • ai-output-validationSkill
  • api-designSkill
  • ci-cd-pipelinesSkill
  • citruscoastaiSkill
  • code-explanationSkill
  • context-loadingSkill
  • debugging-methodologySkill
  • documentationSkill
  • error-handlingSkill
  • frontend-engineeringSkill
  • git-workflowSkill
  • goal-driven-executionSkill
  • hallucination-preventionSkill
  • idea-to-specSkill
  • incremental-codingSkill
  • integration-testingSkill
  • meeting-notes-to-tasksSkill
  • multi-agent-orchestrationSkill
  • observabilitySkill
  • performance-optimizationSkill
  • production-deploymentSkill
  • prompt-injection-defenseSkill
  • rag-and-memorySkill
  • refactoringSkill
  • research-and-summarizeSkill
  • security-hardeningSkill
  • simplicity-firstSkill
  • surgical-changesSkill
  • task-decompositionSkill
  • test-driven-developmentSkill
  • think-before-codingSkill