agentleFS
hifiberryhifiberry/hifiberry-os/.github/skills/code-review/SKILL.md

code-review

Skill1.2k starsChanged 3 months agoNo licenceView on GitHub

Repo-specific guidance for reviewing pull requests on hifiberry-os. Use this whenever reviewing a pull request or diff in this repository.

  • Deletes or force-pushes

We split this skill into the rules it gives an agent

3 rules. 0 are common, 0 are distinctive, and 3 are very specific to this project.

  • 0

    Common

    Most of the 184 edited versions we read keep these.

  • 0

    Distinctive

    This author's own choices. Worth a look.

  • 3

    Very specific

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

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“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.

Trending

Quiet since September.thin dataabout the whole repository

Dec 2025: 0 mentionsJan 2026: 0 mentionsFeb 2026: 0 mentionsMar 2026: 0 mentionsApr 2026: 0 mentionsMay 2026: 0 mentionsJun 2026: 0 mentionsJul 2026: 0 mentionsAug 2026: 0 mentionsSep 2026: 1 mentionOct 2026: 0 mentionsNov 2026: 0 mentions
Dec 2025Jun 2026Nov 2026
Mentions a month of the hifiberry/hifiberry-os repository that our weekly crawl found: only 12 in all, so this is a hint, not a trend. There is no adoption data for this file yet.

Who's talking about hifiberry/hifiberry-os

The biggest 5 of 12 mentions linking to the repository that our crawl found. Each line is their own headline.

See all 12

Talked about on GitHub and Hacker News (12 times).

On GitHub · 11

6 more on GitHub

On Hacker News · 1

  • 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.

    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.
    • 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

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
What did you use it for? e.g. Reviewing pull requests in a Rails app

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.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.