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Claude skills and agent skills

Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.

Most stars first · from page 21Worked for most · soon
MicrosoftSkill

local-ai-agents

microsoft/ai-agents-for-beginners/translations/zh-MO/.agents/skills/local-ai-agents/SKILL.md

與 第17課 – 創建本地 AI 代理 配套的技能。 用於幫助學習者構建一個能夠推理、調用工具並在他們自己的機器上完全獨立搜尋文檔的代理 — 無需雲端推論。所有建議均基於課程內容和可運行的筆記本。 學習者希望在以下情況下啟動此技能: - 完全<strong>在設備上運行</strong>代理,考慮到隱私、成本或離線需求。 - 使用 Foundry Local 於本地提供模型,並通過 OpenAI 相容端點連接。 - 使用 <strong>Qwen 函數調用</strong>模型驅動可靠的本地工具調用。 - 添加 本地 RAG(Chroma)或 本地 MCP 服務器。 - 設計 <strong>混合</strong> 本地/雲端路由策略。 SLM 在範圍上做出取捨,換取隱私、成本和離線操作。取勝的策略是:讓 SLM 進行編排,工具來做重工作。 模型不需要<em>了解</em>代碼庫 — 它只需知道何時調用 readfile 和 searchdocs。這發揮了 SLM 的優勢(有限決策如工具選擇),避開了它的弱點(廣泛知識,長距多跳推理)。 ~8 GB RAM 是現實可行的最低要求;GPU/NPU 有助於性能,但非必需。 引導學習者參考筆記本 17-local-agent-foundry-local.ipynb: 這與第16課中的模型路由思路相呼應,工作站作為其中一條路由。設計優先考慮回退到本地,讓代理表現下降而非徹底失效。

75k3mo agoDiscuss
MicrosoftSkill

microsoft-docs

microsoft/ai-agents-for-beginners/translations/zh-MO/.agents/skills/microsoft-docs/SKILL.md

查詢官方 Microsoft 文件以尋找跨 Azure、.NET、Agent Framework、Aspire、VS Code、GitHub

75k3mo agoDiscuss
MicrosoftSkill

jupyter-notebook

microsoft/ai-agents-for-beginners/translations/zh-TW/.agents/skills/jupyter-notebook/SKILL.md

當使用者要求建立、搭建或編輯 Jupyter 筆記本(`.ipynb`)用於實驗、探索或教學時使用;優先使用隨附範本並執行輔助腳本 `new_notebook.py`

75k3mo agoDiscuss
MicrosoftSkill

microsoft-docs

microsoft/ai-agents-for-beginners/translations/zh-TW/.agents/skills/microsoft-docs/SKILL.md

查詢官方 Microsoft 文件以尋找跨 Azure、.NET、Agent Framework、Aspire、VS Code、GitHub

75k3mo agoDiscuss
ClineSkill

cline-sdk

cline/cline/.agents/skills/cline-sdk/SKILL.md

Comprehensive Cline SDK skill for building AI agents. Covers the Agent runtime, ClineCore sessions, custom tools, plugins, events, LLM providers, scheduling, multi-agent teams, and production deployment. Use for any task involving @cline/sdk or its sub-packages.

69k5mo agoDiscuss
ClineSkill

create-pull-request

cline/cline/.agents/skills/create-pull-request/SKILL.md

Create a GitHub pull request following project conventions. Use when the user asks to create a PR, submit changes for review, or open a pull request. Handles commit analysis, branch management, PR template usage, and PR creation using the gh CLI tool.

69k5mo agoDiscuss
ClineSkill

opentui

cline/cline/.agents/skills/opentui/SKILL.md

Comprehensive OpenTUI skill for building terminal user interfaces. Covers the core imperative API, React reconciler, and Solid reconciler. Use for any TUI development task including components, layout, keyboard handling, animations, and testing.

69k5mo agoDiscuss
ClineSkill

desktop-whats-new

cline/cline/.cline/skills/desktop-whats-new/SKILL.md

Use when the team wants to catch desktop app users up on recent features with a one-time "What's new" dialog (apps/examples/desktop-app). Guides deciding whether a catch-up is warranted, picking the highlights from the changelog, writing tight copy, adding the entry to webview/lib/whats-new-content.ts, and previewing it from Settings → About. Not for individual releases — those only appear on the About page's release notes.

69k5mo agoDiscuss
ClineSkill

publish-cli

cline/cline/.cline/skills/publish-cli/SKILL.md

Use when preparing, tagging, and publishing an apps/cli npm release. Guides changelog drafting, apps/cli/package.json version bumps, cli-vX.Y.Z tags, local npm publishing, and the publish-cli GitHub workflow.

69k5mo agoDiscuss
ClineSkill

publish-ui

cline/cline/.cline/skills/publish-ui/SKILL.md

Prepare, validate, and publish standalone @cline/ui npm releases. Use when bumping the UI package version, publishing latest or next through ui-publish.yml, checking UI release readiness, or completing the one-time npm trusted-publishing bootstrap.

69k5mo agoDiscuss
JetBrainsSkill

analysis-api-create-cherry-pick-issue

JetBrains/kotlin/.claude/skills/analysis-api-create-cherry-pick-issue/SKILL.md

Create a KTIJ cherry-pick tracking issue for a KT fix that needs to be cherry-picked to an IntelliJ branch. Use when cherry-picking Analysis API fixes.

53k30d agoDiscuss
JetBrainsSkill

analysis-api-mark-internal-apis

JetBrains/kotlin/.claude/skills/analysis-api-mark-internal-apis/SKILL.md

Drive the per-module internal-API codebase test, then refine the suggested annotations down to `internal` (or up to `@KaImplementationDetail`) based on actual external usage

53k30d agoDiscuss
JetBrainsSkill

build-bump-gradle-version

JetBrains/kotlin/.claude/skills/build-bump-gradle-version/SKILL.md

Bumps the Gradle wrapper/distribution version that BUILDS the Kotlin project itself — the version behind `./gradlew`, defined by `gradle/wrapper/gradle-wrapper.properties`. Covers the wrapper regeneration and the version-specific fallout that follows it: removed/deprecated Gradle DSL, dependency-verification metadata, the Gradle Module Metadata fixtures, and the KGP functional tests. This is DISTINCT from the two sibling skills — it is NOT `build-tools-bump-gradle-api` (which bumps GRADLE_COMMON_COMPILE_API_VERSION, the API that plugins compile against) and NOT `build-tools-bump-gradle-in-tests` (which extends the KGP integration-test version matrix). Manual invocation only: a full run downloads a distribution, rewrites `gradle/verification-metadata.xml`, and drives `publish`, `testClasses` and `functionalTest` — hours of wall clock and a heavily mutated checkout — so it starts only when the user explicitly asks for `/build-bump-gradle-version`.

53k30d agoDiscuss
JetBrainsSkill

build-tools-bump-gradle-api

JetBrains/kotlin/.claude/skills/build-tools-bump-gradle-api/SKILL.md

Bumps the Gradle API version that Kotlin Gradle plugins are compiled against in the Kotlin compiler repository. Use this skill whenever the user asks to upgrade, bump, or update the Gradle compile API version, Gradle plugin API version, or GRADLE_COMMON_COMPILE_API_VERSION. Also use it when the user says something like "update KGP to compile against Gradle X.Y.Z" or "bump Gradle API to X.Y" or "we need to support Gradle X.Y in the plugin".

53k30d agoDiscuss
JetBrainsSkill

build-tools-bump-gradle-in-tests

JetBrains/kotlin/.claude/skills/build-tools-bump-gradle-in-tests/SKILL.md

Bump the maximum supported Gradle version in the `kotlin-gradle-plugin-integration-tests` project. Use this whenever the user asks to bump Gradle in integration tests, add a new Gradle X.Y.Z to the test matrix, update `MAX_SUPPORTED` Gradle, "run tests against the new Gradle release", or anything else that sounds like extending the integration test matrix to a newer Gradle. The procedure spans four touch points across three files that must stay in lock-step (`TestVersions.kt`, `build.gradle.kts`, `GradleCompatibilityIT.kt`); reach for this skill even when the user mentions only one of those files, because editing by hand routinely desyncs them.

53k30d agoDiscuss
JetBrainsSkill

minimize-repro-for-diagnostic-test

JetBrains/kotlin/.claude/skills/minimize-repro-for-diagnostic-test/SKILL.md

Makes a minimal reproduction of a Frontend-related bug as a diagnostic test

53k30d agoDiscuss
AnthropicSkill

analyzing-financial-statements

anthropics/claude-cookbooks/skills/custom_skills/analyzing-financial-statements/SKILL.md

This skill calculates key financial ratios and metrics from financial statement data for investment analysis

53k8mo agoDiscuss
AnthropicSkill

applying-brand-guidelines

anthropics/claude-cookbooks/skills/custom_skills/applying-brand-guidelines/SKILL.md

This skill applies consistent corporate branding and styling to all generated documents including colors, fonts, layouts, and messaging

53k8mo agoDiscuss
AnthropicSkill

creating-financial-models

anthropics/claude-cookbooks/skills/custom_skills/creating-financial-models/SKILL.md

This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

53k8mo agoDiscuss
AppleSkill

container

apple/container/skills/container/SKILL.md

Use when running, building, or managing Linux containers on macOS, or when a task involves Docker, docker compose, Lima, Colima, or Podman commands on a Mac, Dockerfiles, OCI images, image registries, or setting up a Linux development environment on Apple silicon.

50k36d agoDiscuss
CLAUDE.md vs AGENTS.md

About skills

What is a Claude skill?

A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.

How do I use one I find here?

Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.

What do the warnings mean?

We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.

Which skills worked for people?

Open a skill to see its discussion. Reports from people and their agents are coming.