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Claude Skills

The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.

Every Agent Skill we could find on GitHub, deduplicated by content. 79 566 files from 1 758 authors, of which 61 913 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.

61 913
unique skills
out of 79 566 files found on GitHub
17 653
are copies
same content, someone else's repository
1 739
tokens, median
what a typical skill costs you in context
7 886
name collisions
two skills with one name cannot sit side by side

15 301–15 360 of 61 913

page 256 of 1 032
Coverage Uplift
by microsoft
vendor

Raise test coverage for the microsoft/microsoft-ui-reactor repo with non-vacuous tests, picking the right tier (headless unit / selftest / E2E). Activate when a contributor asks to "improve test coverage", "add tests for X", "raise coverage", "cover the uncovered lines", "write selftests / e2e for this", "close coverage gaps", or "add unit tests". Baselines with tools/coverage, classifies each gap by tier, writes narrowly-scoped tests whose assertions fail if the target code is deleted, mutation-checks the key oracles, and runs the pr-review multi-model cross-check on the final commit. Applies changes (adds tests); does NOT change product code to chase coverage.

2k tokens
Reactor Commanding
by microsoft
vendor

Reactor commanding — actions that appear in multiple surfaces (menu + toolbar), need keyboard shortcuts, or need `CanExecute`. `Command`, `StandardCommand`, `UseCommand`, `CommandHost`. Use when wiring shared actions or shortcuts.

2k tokens
Reactor Charts
by microsoft
vendor

Reactor charts and data visualization — choosing a chart type (line, bar, area, donut, `TreeChart`, `ForceGraph`), the chart DSL, `LabelView` / `XTickLabelView` / `YTickLabelView` for icon-plus-text and rich labels, and the visualization-best-practices rules. Use when adding charts or designing visualizations.

4k tokens
Reactor Navigation
by microsoft
vendor

Reactor navigation — `UseNavigation` hook, `NavigationHost` renderer, `NavigationView` sidebar, `TabView` tabs, route params, stack operations, page lifecycle, deep linking, transitions, caching. Use when building multi-page apps or wiring sidebar/tab navigation.

3k tokens
Reactor Dsl
by microsoft
vendor

Pointer to the full Reactor API signatures index (`references/reactor.api.txt`). The 90% of DSL content — hooks, components, common factories, modifiers, theme tokens, gotchas, React-to-Reactor mapping — already lives in `reactor-getting-started`. Load this skill only when you need to verify a less-common signature against the alphabetized full index.

74k tokens
Reactor Design
by microsoft
vendor

Windows 11 design rules for Reactor — theme tokens, High Contrast, typography (`Heading`/`SubHeading`/`Caption`), 4px grid, acrylic surfaces, accessibility, animation, and a code-review checklist. Use when authoring, reviewing, or fixing visual styling.

12k tokens
Reactor Devtools
by microsoft
vendor

Driving a running Reactor app via `mur devtools` — screenshot, inspect visual tree, click/type/scroll, read hook state. Use when diagnosing visible bugs (layout, contrast) or verifying a UI change landed.

6k tokens
Reactor Input
by microsoft
vendor

Reactor input — gestures (`OnPan`, `OnPinch`, `OnRotate`), pointer events, drag-and-drop (`OnDragStarting`), focus management (`UseElementFocus`, `UseFocus`, `UseFocusTrap`). Use when implementing direct manipulation or custom focus behavior.

3k tokens
Reactor Forms
by microsoft
vendor

Reactor forms and validation — `UseValidationContext`, built-in validators (`Validate.Required`, `Validate.Email`, `Validate.MinLength`, etc.), `FormField` helper, masked input via `MaskEngine`, `InputFormatter`. Use when building data-entry screens, validation flows, or controlled-input forms.

3k tokens
Reactor Docking
by microsoft
vendor

Reactor docking windows — `DockManager`, `DockSplit`/`DockTabGroup`/`Document`/`ToolWindow`, drag-to-float/redock, roles (`DocumentArea`/`ToolWindowStrip`), persistence. Use when building IDE-/Office-shaped layouts with dockable, tear-out tool windows and document wells. READ THIS BEFORE wiring `DockManager` — the content-vs-shape ownership model is the #1 thing people get wrong.

2k tokens
Reactor Getting Started
by microsoft
vendor

Reactor essentials in one place — React-to-Reactor mental model, minimal app shape, hooks, the most-used factories, the critical gotchas, and project setup. This is the only skill you need loaded for typical Reactor work; load topical skills (`reactor-async`, `reactor-design`, etc.) only when the task explicitly calls for them.

6k tokens
Reactor Windowing
by microsoft
vendor

Reactor top-level windowing cookbook: WindowSpec, OpenWindow, draggable windows, borderless/tool windows, placement persistence, taskbar visibility, z-order, aspect ratio, SizeToContent, displays, taskbar integration, and picker HWND wiring.

2k tokens
Reactor Recipes
by microsoft
vendor

Paste-ready single-file Reactor recipes indexed by intent — list with add/delete/toggle, sidebar navigation between pages, form with validation + submit gating, async fetch with loading/error/data states, themed Win11 card surface. Use a recipe instead of synthesizing from prose: copy, adjust, ship.

10k tokens
Reactor Wrapping
by microsoft
vendor

Turn ANY WinUI control — a vendor/third-party control, your own custom Control, or a Windows Community Toolkit one — into a first-class declarative Reactor element with the [GenerateReactorWrapper] source generator, zero hand-written wrapper code. Covers auto-inference (props, content, two-way pairs, panel/items children, events), the [Wrap*] annotation cheat-sheet, imperative-lifecycle controls, diagnostics, and when to fall back to a hand-written ControlDescriptor.

3k tokens
Web Design
by xiaopu-ai

Web 视觉设计 SKILL。输入 PRD / 参考 URL / 截图 / 关键词(任意组合),先产出一份标准化 DESIGN.md 设计规范,用户确认后据此生成 UI/UX、视觉、动效、响应式全部达标的 web 代码。专攻 web 端:Landing Page、Portfolio、产品页、博客、个人站、SaaS 介绍页等。当用户说"帮我做个网站""设计一个页面""参考 XX 做一个""把这个截图/PRD 做成网页""做一个 landing page""出一份 design 规范"时触发。不用于后端、数据库、纯逻辑 bug 修复。

621k tokens scripts zh
01 K12 Sciences
by 24kchengYe
5k tokens
02 AI Ml Learning
by 24kchengYe
6k tokens
00 Learning How To Learn
by 24kchengYe
3k tokens
01 K12 Humanities
by 24kchengYe
4k tokens
00 Tutor Persona
by 24kchengYe
2k tokens
01 K12 Mathematics
by 24kchengYe
2k tokens
01 K12 Exam Systems
by 24kchengYe
5k tokens
01 K12 Languages
by 24kchengYe
4k tokens
02 Arts Design Tutor
by 24kchengYe
3k tokens
02 Humanities Social Tutor
by 24kchengYe
3k tokens
02 University Guide
by 24kchengYe
3k tokens
02 Medical Health Tutor
by 24kchengYe
3k tokens
02 Business Economics Tutor
by 24kchengYe
3k tokens
02 Music Arts
by 24kchengYe
962 tokens
02 Stem Tutor
by 24kchengYe
4k tokens
03 Academic Writing
by 24kchengYe
5k tokens
03 Data Analysis Stats
by 24kchengYe
3k tokens
03 Research Methodology
by 24kchengYe
4k tokens
04 Career Navigator
by 24kchengYe
4k tokens
03 Literature Review
by 24kchengYe
6k tokens
04 Civil Service
by 24kchengYe
4k tokens
04 Consulting Career
by 24kchengYe
4k tokens
04 Finance Career
by 24kchengYe
4k tokens
04 Interview Prep
by 24kchengYe
4k tokens
04 Tech Career
by 24kchengYe
4k tokens
05 Communication Skills
by 24kchengYe
4k tokens
05 Cross Cultural
by 24kchengYe
4k tokens
05 Emotional Intelligence
by 24kchengYe
5k tokens
06 Creativity Innovation
by 24kchengYe
4k tokens
05 Social Intelligence
by 24kchengYe
3k tokens
05 Negotiation Persuasion
by 24kchengYe
6k tokens
06 Critical Thinking
by 24kchengYe
5k tokens
06 Financial Literacy
by 24kchengYe
5k tokens
06 Health Wellness
by 24kchengYe
4k tokens
00 Tutor Persona
by 24kchengYe
7k tokens
02 Music Arts
by 24kchengYe
1k tokens
04 Fullstack Webapp
by 24kchengYe
6k tokens
Add Dataverse
by microsoft
vendor

Adds Dataverse tables to a Power Apps code app with generated TypeScript models and services. Can also create new Dataverse tables. Use when connecting to Dataverse, adding tables, creating schema, or querying Dataverse data.

11k tokens
Add Connector
by microsoft
vendor

Adds any Power Platform connector to a Power Apps code app. Generic fallback for connectors not covered by a specific skill.

1k tokens
Add Azuredevops
by microsoft
vendor

Adds Azure DevOps connector to a Power Apps code app. Use when querying work items, creating bugs, managing pipelines, or making ADO API calls.

937 tokens
Configure Canvas MCP
by microsoft
vendor

Configure the Canvas Authoring MCP server for the current coauthoring session. USE WHEN "configure MCP", "set up MCP server", "MCP not working", "connect Canvas Apps MCP", "canvas-authoring not available", "MCP not configured", "set up canvas apps".

2k tokens
Canvas App
by microsoft
vendor

Creates or edits a Power Apps Canvas App through the Canvas Authoring MCP coauthoring session. Handles new app generation from requirements, simple inline edits, and complex multi-screen changes with parallel screen builders. Triggers on requests to create, build, generate, modify, update, change, or edit a Canvas App or .pa.yaml files.

4k tokens
Report Issue
by microsoft
vendor

> Use this skill when the user wants to "report a bug", "file an issue", "report an issue", "submit a bug report", or report any problem with the canvas-apps plugin to the GitHub repository.

2k tokens
Add Datasource
by microsoft
vendor

Adds a data source or connector to a Power Apps code app. Asks what the user wants to accomplish and routes to the appropriate specialized skill.

812 tokens
Add Data Source
by microsoft
vendor

Guide the user to add a data source, connection, or API connector to a Canvas App via Power Apps Studio, then verify and continue. USE WHEN the user asks to add a data source, add a connection, add an API, add a connector, connect to SharePoint / Dataverse / SQL / Excel / OneDrive / Teams / Office 365, or any similar request to make new data available to the app. DO NOT USE WHEN the user is asking to list or describe existing data sources — call list_data_sources or list_apis directly instead.

1k tokens

Claude Skills — questions

Answers built from the skills we actually parsed.

What is a Claude Skill?
A folder with a SKILL.md file: instructions that teach an agent to do one thing well, optionally with scripts and reference files alongside. The format is open and called Agent Skills — Claude Code, Codex and other agents read the same files. It is not a program you run; it is knowledge the agent loads when the task calls for it.
How is a skill different from an MCP server?
A server gives the agent new abilities — it connects to something and exposes tools. A skill gives the agent knowledge: how to use what it already has. They combine, and often literally: 11 350 of the skills here declare which MCP servers they need to work.
Why are there fewer skills here than in other catalogues?
Because we deduplicate by content. Of 79 566 files found on GitHub, 61 913 are unique — the rest is the same skill copied into someone else's repository, word for word. Catalogues that count files rather than skills show every copy as a separate entry.
What does the token count mean?
A skill is loaded into the model's context when it is used, so its size is a running cost on every request that touches it. We measure the whole folder, not just SKILL.md: one official skill is 377 tokens, another drags 83 files of fonts behind it.
How do I install a skill?
Copy the skill folder into ~/.claude/skills for personal use, or into .claude/skills inside a project. The agent picks it up by the name in the SKILL.md header — which is worth checking: 7 886 skills here share a name with another skill, and two of them cannot sit side by side.