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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

15 421–15 480 of 61 913

page 258 of 1 032
Add Server Logic
by microsoft
vendor

>- Creates, edits, and manages Power Pages Server Logic files — server-side JavaScript that requirements, fetching documentation, implementing code, configuring site settings, and deploying. Use when the user wants to add server-side code, create API endpoints, or move logic from the browser to the server in their Power Pages site.

36k tokens scripts
Configure Env Variables
by microsoft
vendor

>- Configures environment variables for Power Pages site settings to support ALM across environments. Creates environment variable definitions in Dataverse, guides the user through linking site settings to those variables via the Power Pages Management app, adds the variables to the solution, and generates a deployment-settings.json file with per-stage override values. "make site settings environment-specific", "configure ALM variables", "set up env-specific settings", "add deployment settings", "configure per-environment settings".

9k tokens scripts
Audit Permissions
by microsoft
vendor

>- Audits existing table permissions on a Power Pages site by analyzing them against site code and Dataverse metadata. Generates an HTML audit report with findings grouped by severity (critical, warning, info, pass) and suggests fixes for issues found. Use when the user wants to review, verify, or check table permissions for security issues.

14k tokens scripts
Create Site
by microsoft
vendor

>- Creates a new Power Pages code site (SPA) using React, Angular, Vue, or Astro. Guides through component planning, design, implementation, validation, and deployment. Use when the user wants to create, build, or scaffold a new Power Pages website or portal.

56k tokens scripts
Create Webroles
by microsoft
vendor

>- Creates and configures web roles for a Power Pages code site. Web roles control access and permissions for site users, including authenticated and anonymous roles. Use when the user wants to create, add, set up, or manage web roles for their site.

4k tokens scripts
Deploy Site
by microsoft
vendor

>- Deploys an existing Power Pages code site to a Power Pages environment using PAC CLI. Handles tooling verification, authentication, environment confirmation, building, and uploading. Use when the user wants to deploy, upload, or publish their code site.

5k tokens
Diagnose Deployment
by microsoft
vendor

>- Surfaces PAC CLI upload errors and Dataverse async operation errors, pattern-matches against a known failure catalog, and optionally auto-fixes identified issues. Use when deployment errors", "fix deployment issues", "show upload logs", "why did my deploy fail", or "troubleshoot upload".

3k tokens
Deploy Pipeline
by microsoft
vendor

>- Triggers a Power Platform Pipeline deployment run for a Power Pages solution. Selects a target stage, validates the package, optionally configures deployment settings (environment variables, connection references), then deploys and polls "trigger deployment", "deploy to staging", "deploy to production", "run power platform pipeline", "deploy solution via pipeline", "promote solution", "push to staging", "push to production".

32k tokens scripts
Force Link Environment
by microsoft
vendor

>- Force-links a development or target environment to a Power Platform Pipelines host, overriding any existing association with a previous host. Use when creating a deploymentenvironments record fails with "this environment is already associated with another pipelines host", or when intentionally migrating an environment from one host to another (e.g., Platform Host → Custom Host, or between two Custom Hosts). Calls the documented `ManageEnvironmentStamp` Dataverse action (the API behind the "Force Link" button in the Deployment Pipeline Configuration app). DESTRUCTIVE to the this environment. Reversible by running Force Link from the previous host. "switch pipelines host", "environment already associated with another host", "take over pipelines association", "relink environment to host".

5k tokens scripts
Export Solution
by microsoft
vendor

>- Exports a Dataverse solution containing Power Pages site components as a zip file, "download solution", "export managed", "export unmanaged", "package for deployment", "create solution zip", "export site package", or "build deployment artifact".

8k tokens scripts
Ensure Pipelines Host
by microsoft
vendor

>- Ensures the tenant has a usable Power Platform Pipelines host environment before any pipeline operation runs. Detects host state via the same resolution order as the Power Apps UI (org-db setting → BAP env metadata → default-custom-host setting); if any existing host (Platform or Custom) is found, uses it. If no host is bound to the source env, provisions a new **Platform Host** (recommended, idempotent) or a **Custom Host** via the BAP env-create API with the `D365_ProjectHost` template, or guides the user through PPAC install / `New custom host` (manual fallbacks). Polls lifecycle operations, verifies the host responds to Pipelines API calls, "set up pipelines host", "ensure pipelines host", "no pipelines host", "install pipelines", "create pipelines host", "provision platform host", "provision custom host". Also invoked transparently by

24k tokens scripts
Import Solution
by microsoft
vendor

>- Imports a Dataverse solution zip into a target environment, with optional staged import "install solution", "deploy solution zip", "push solution to environment", "deploy to staging", "deploy to production", or "install site in new environment".

10k tokens scripts
Integrate Webapi
by microsoft
vendor

>- Integrates Power Pages Web API into a site's frontend code with proper permissions and setup, and deployment for Dataverse CRUD operations. Use when the user wants to add Web API calls, connect to Dataverse, or add data fetching to their frontend.

11k tokens scripts
Integrate Backend
by microsoft
vendor

>- Analyzes the user's business problem and recommends the right backend integration approach — Web API, AI Web API (generative summaries / grounded search), Server Logic, Cloud Flows, or a combination — for a Power Pages site, then routes to the appropriate specialized skill. Use when the user wants to add backend integration, connect to data, add AI summaries, or needs help deciding which backend approach to use.

23k tokens
Manage Headers
by microsoft
vendor

>- Inspects and configures the security headers a Power Pages site sends to browsers — Content Security Policy, frame and clickjacking protection, cross-origin sharing, cookie behavior, and related site settings. Identifies gaps and walks the user through fixes. Use when the user wants to review headers, fix CSP errors, allow embedding in another site, control cross-origin access, harden cookie settings, or asks "are my browser settings safe?", "fix my CSP", "set up CORS" — even if they only mention a specific header name without saying "security headers".

7k tokens scripts
Manage Firewall
by microsoft
vendor

>- Inspects and configures the web application firewall (WAF) in front of a Power Pages production site. Lists the current state, recommends enabling protection when it is off, and walks the user through adding, updating, or removing custom rules — IP blocks, country blocks, path blocks, and rate limits. Use when the user wants to turn on WAF, block traffic by IP or country, rate-limit login or signup pages, protect pages from brute-force attempts, restrict access to specific paths, review the current firewall configuration, or asks "is my site protected against bots / common web attacks?" — even if they say "add rate limit" or "protect login page" without mentioning "firewall" or "WAF".

15k tokens scripts
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 power-pages plugin to the GitHub repository.

2k tokens
Plan Alm
by microsoft
vendor

>- Creates an ALM (Application Lifecycle Management) plan for deploying a Power Pages site across environments. Gathers your promotion strategy, target environments, and approval requirements upfront, then generates a visual HTML plan document for your review and approval. **plan-alm does not deploy anything itself** — it is a planner. After you approve the plan, run the individual ALM skills (setup-solution, setup-pipeline, deploy-pipeline, or export-solution/import-solution); each detects the approved plan and executes the right step in order, keeping the plan updated as it runs. "plan my deployments", "help me deploy to multiple environments", "set up promotion strategy", "create cicd plan", "plan site promotion", "help me go to production", "set up pipeline for my site".

56k tokens scripts
Scan Code
by microsoft
vendor

>- Scans a Power Pages site project for security issues in source code and dependencies. Runs static analysis and dependency scanning, then surfaces findings by category (code patterns, vulnerable packages, secrets, license issues). Use when the user wants to review code for security problems, check for vulnerable packages, find hard-coded secrets, run a code scan, or asks "is my code safe?", "check my dependencies", "find security issues in my source" — even if they say "audit my code" without mentioning specific tools.

9k tokens scripts
Scan Site
by microsoft
vendor

>- Runs a security scan on a deployed Power Pages site, fetches the latest scan report, and produces a plain-language summary. Scans the live site's public surface for vulnerabilities and surfaces issues by severity. Use when the user wants to scan, check, test, audit, or assess a published site, find vulnerabilities on production, view the latest scan report, see previous scan results, run a security audit, or asks "how safe is my live site?", "is my site vulnerable?", "audit my production site" — even if they say "find issues" or "check for problems" without mentioning "scan" or "security".

11k tokens scripts
Security Review
by microsoft
vendor

>- Runs a guided, end-to-end security review of a Power Pages site and consolidates every finding into one HTML report covering source code and dependencies, the live site, browser headers, firewall, authentication, and role-based permissions. Use when the user wants a full security review, a release-readiness check before publishing, a code-and-config check during development, live site monitoring, or asks open-ended questions like "review my site security", "is my site safe to ship", "do a security check", "monitor my site" — even if they do not name the individual checks.

5k tokens
Setup Pipeline
by microsoft
vendor

>- Sets up a Power Platform Pipeline for automated Power Pages deployments. Power Platform Pipelines is Microsoft's native CI/CD tool built into the Power Platform — no external infrastructure required. "set up power platform pipelines", "create power pipelines", "automate deployments", "set up automated deployment", "create deployment pipeline", "use power pipelines". (shows coming-soon guidance for those platforms).

12k tokens scripts
Setup Datamodel
by microsoft
vendor

>- Creates Dataverse tables, columns, and relationships for a Power Pages site based on a data model proposal. Use when the user wants to set up the data model, create database tables, or build the Dataverse schema for their site.

8k tokens scripts
Setup Solution
by microsoft
vendor

>- Creates a Dataverse publisher and solution, then adds Power Pages site components to "set up solution", "add to solution", "package site into solution", "create publisher", "solutionize my site", or "set up ALM for my site".

19k tokens scripts
Setup Auth
by microsoft
vendor

> Use when the user asks to "set up authentication", "add login", "add logout", "add sign in", "enable auth", "add role-based access", "add authorization", "protect routes", "configure identity provider", "configure Entra ID", "configure Entra External ID", "configure OpenID Connect", "add OIDC", "set up SAML", "set up WS-Federation", "set up local login", "add Facebook login", "add Google sign in", "add Microsoft Account", or otherwise wants to set up authentication (login/logout) and role-based authorization for their Power Pages code site using any supported identity provider. Also sets up the IdP app registration for OIDC providers (Okta, Auth0, Entra External ID, and other OIDC) -- reads the provider's docs first, then either guides the user through the provider's console or, when the provider supports it, configures it for the user -- and wires the client ID, authority, and claims mapping into Power Pages.

112k tokens scripts
Telemetry
by microsoft
vendor

> Use this skill when the user wants to enable, disable, turn on or off, opt out of, opt in to, or check the status of power-pages telemetry / anonymous usage telemetry", "stop collecting usage data", "enable telemetry", "telemetry status".

593 tokens
Test Site
by microsoft
vendor

>- Tests a deployed, activated Power Pages site at runtime using browser-based navigation, page crawling, and API request verification via Playwright. Use when the user wants to test, verify, or smoke-test their deployed site.

11k tokens
Release Dbt MCP
by dbt-labs

Release a new version of dbt-mcp to PyPi

324 tokens
Pull Request
by Automattic

>- Open a GitHub pull request for the Sensei plugin the way this repo requires. Use this whenever the user wants to create, open, draft, or "put up" a PR, or says things like "open a PR", "create a pull request", "make a PR for this branch", or "PR this". It fills the repo's PULL_REQUEST_TEMPLATE.md from the actual diff against trunk, sets the changelog details so CI generates the entry, assigns the required milestone, and stops for approval before pushing. Prefer this skill over a bare `gh pr create` so the PR doesn't fail `pr-validation.yml` on a missing milestone or changelog, and so the body matches the template reviewers expect.

2k tokens
Bilibili Transcribe
by chubbyguan

> 哔哩哔哩视频 → 下载 → 转录 → 存为 Markdown 的完整工作流。 支持 BV 号和完整链接,无需登录。

3k tokens scripts zh
Content Enrich
by chubbyguan

> 内容加工:给任意采集产物(转录稿 / 文章 / 笔记)自动补「摘要 + 要点 + 标签 + 价值判断」, 写进 frontmatter 并在正文顶部插入摘要块。是「加工层」通用能力,惠及仓库所有采集 skill。

2k tokens scripts zh
Douyin Transcribe
by chubbyguan

> 抖音视频 → 下载 → 转录 → 存为 Markdown 的完整工作流。 支持短链接和完整链接,无需 cookie/登录。

3k tokens scripts zh
Industry Intelligence Radar
by chubbyguan

行业情报雷达:多源扫描(X/即刻/V2EX/HN) → 关键词过滤 → 趋势检测 → 每日情报简报。触发词:行业情报、竞品监控、热点扫描、情报雷达

4k tokens scripts zh
Knowledge Base Management
by chubbyguan

Obsidian 知识库全生命周期管理:三层架构、素材入库(ABC分级)、健康检查、GBrain/GraphRAG/LLM Wiki 三件套集成、目录整理

8k tokens scripts zh
Learning Notes Automation
by chubbyguan

学习笔记自动化:视频/播客转录 → 知识点提取 → 闪卡生成 → 知识图谱更新。触发词:学习笔记、闪卡、Anki、知识提取、视频学习

3k tokens scripts zh
Podcast Transcribe
by chubbyguan

> 播客/小宇宙 → 下载 → 转录 → 存为 Markdown 的完整工作流。 支持 RSS 批量下载、单集链接转录。

4k tokens scripts zh
Tiktok Transcribe
by chubbyguan

> TikTok 视频 → 下载 → 转录 → 存为 Markdown。 支持 TikTok 链接,无需登录。

2k tokens scripts zh
Wechat Article Ingest
by chubbyguan

> 微信公众号文章 → Markdown 提取 + A层观点提取 + B层问题链生成。 支持直接链接抓取和 PDF 提取两种方式。

4k tokens scripts zh
Weibo Transcribe
by chubbyguan

> 微博视频 → 下载 → 转录 → 存为 Markdown。 支持微博视频链接,无需登录。

2k tokens scripts zh
X Ingest
by chubbyguan

> X(Twitter) 推文采集 → 统一 frontmatter Markdown。自动区分图文与视频: 图文下载图片本地嵌入,视频提取直链转成文字稿。无需登录(走官方嵌入端点)。

5k tokens scripts zh
Xiaohongshu Ingest
by chubbyguan

> 小红书笔记采集 → 统一 frontmatter Markdown → 爆款拆解 + 衍生选题。 支持笔记链接和 xhslink 短链;爆款拆解按「人群×场景×痛点×情绪×钩子」生成可复用选题。

7k tokens scripts zh
Youtube Transcribe
by chubbyguan

> YouTube 视频 → 下载 → 转录 → 翻译 → 存为 Markdown。 支持中英文,英文内容自动翻译成中文,输出中英对照。

4k tokens scripts zh
Zhihu Transcribe
by chubbyguan

> 知乎视频 → 下载 → 转录 → 存为 Markdown。 支持知乎视频链接,无需登录。

2k tokens scripts zh
Nw Abr Critique Dimensions
by nWave-ai

Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation

1k tokens
Nw Architectural Styles Tradeoffs
by nWave-ai

Architectural style selection decision matrices, trade-off analysis, structural enforcement rules, and combination patterns. Load when choosing or evaluating architecture styles.

3k tokens
Nw At Completeness Check
by nWave-ai

Canonical AT completeness gate — research-anchored 7-category taxonomy (C1-C7) + 15-item mechanical checklist. Paradigm-neutral. Drives acceptance-designer reviewer verdict deterministically.

5k tokens
Nw Architecture Patterns
by nWave-ai

Comprehensive architecture patterns, methodologies, quality frameworks, and evaluation methods for solution architects. Load when designing system architecture or selecting patterns.

2k tokens
Nw Agent Creation Workflow
by nWave-ai

Detailed 5-phase workflow for creating agents - from requirements analysis through validation and iterative refinement

2k tokens
Nw Agent Testing
by nWave-ai

5-layer testing approach for agent validation including adversarial testing, security validation, and prompt injection resistance

881 tokens
Nw Ab Critique Dimensions
by nWave-ai

Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation

1k tokens
Nw Ad Critique Dimensions
by nWave-ai

Review dimensions for acceptance test quality - happy path bias, GWT compliance, business language purity, coverage completeness, walking skeleton user-centricity, priority validation, observable behavior assertions, traceability coverage, and walking skeleton boundary proof

2k tokens
Nw Bdd Methodology
by nWave-ai

BDD patterns for acceptance test design - Given-When-Then structure, scenario writing rules, pytest-bdd implementation, anti-patterns, and living documentation

2k tokens
Nw Authoritative Sources
by nWave-ai

Domain-specific authoritative source databases, search strategies by topic category, and source freshness rules

1k tokens
Nw Brainstorming
by nWave-ai

Structured divergent thinking techniques — HMW framing, SCAMPER, Crazy 8s mechanics, and option diversity guarantees. Enforces strict separation of generation and evaluation phases.

1k tokens
Nw Buddy Command Catalog
by nWave-ai

All /nw-* commands — what they do, when to use them, which agent they invoke. For the buddy agent to help users pick the right command.

1k tokens
Nw Bdd Requirements
by nWave-ai

BDD requirements discovery methodology - Example Mapping, Three Amigos, conversational patterns, Given-When-Then translation, and collaborative specification

3k tokens
Nw Buddy Project Reading
by nWave-ai

How the nWave buddy agent reads a project to answer questions — detection, order of inspection, and citation discipline.

2k tokens
Nw Buddy Ssot Knowledge
by nWave-ai

Single Source of Truth detection — where truth lives in an nWave repo and how to avoid contradicting it.

1k tokens
Nw Buddy Wave Knowledge
by nWave-ai

Wave methodology knowledge for the buddy agent — what each wave does, its inputs and outputs, and how to route questions.

2k tokens
Nw Bugfix
by nWave-ai

Bug fix workflow: root cause analysis → user review → regression test + fix via TDD

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.