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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. 79 354 files from 1 739 authors, of which 61 713 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.

61 713
unique skills
out of 79 354 files found on GitHub
17 641
are copies
same content, someone else's repository
1 738
tokens, median
what a typical skill costs you in context
7 879
name collisions
two skills with one name cannot sit side by side

5 821–5 880 of 61 713

page 98 of 1 029
Infra Scaling
by langfuse
vendor

Tune and review Langfuse autoscaling for web, web-iso, and web-ingestion. Use for Terraform scale settings, RPM targets, scaling bounds, task counts, cost/performance tradeoffs, or Datadog evidence in the infrastructure repo.

4k tokens
Langfuse Previews
by langfuse
vendor

> Use Langfuse's disposable per-PR previews at pr-N.preview.langfuse.com (synthetic data only). Use for preview access, failed deployments, test-data seeding, kubectl debugging, or waking sleeping previews.

3k tokens
Linear Bug Triage
by langfuse
vendor

| Use this skill after a bug or regression candidate has measured evidence to document them within linear.

1k tokens
Langfuse Codebase Navigator
by langfuse
vendor

Navigate Langfuse repositories, code areas, and agent skills. Use to locate code, choose the right repo or skill, search across the Langfuse organization, or orient before implementation, debugging, documentation, support, or operations.

5k tokens
Pnpm Upgrade Package
by langfuse
vendor

>- direct/transitive bumps, release-age checks, temporary overrides, minimumReleaseAgeExclude, lockfile/dedupe verification.

6k tokens scripts
Posthog Instrumentation
by langfuse
vendor

| Product analytics with posthog. Use when adding a meaningful user action or feature in `web/**`, touching PostHog capture code, or answering product-usage questions.

6k tokens
React Component Guidelines
by langfuse
vendor

Guidelines for writing React components. Use this when creating a new react component.

798 tokens
React Component Cleaner
by langfuse
vendor

Use this skill to clean up a React component. Only use this skill when instructed to do so by the user.

2k tokens
Refactor React Effects
by langfuse
vendor

| Refactor avoidable React useEffect usage in Langfuse frontend code. Use when adding, reviewing, or removing effects; initializing forms or local UI state from query data; synchronizing client and server state; moving mutations or async workflows out of components; cleaning every effect from a frontend submodule; or reviewing whether an effect has a valid external-system owner.

3k tokens
Security Review
by langfuse
vendor

Review Langfuse changes for SSRF, tenant isolation, secret handling, unsafe redirects or uploads, and RBAC drift. Use when a design or change accepts URLs or host fields, handles secrets or cross-tenant data, makes outbound requests, adds an integration, follows redirects, or widens permissions.

4k tokens
Sentry Instrumentation
by langfuse
vendor

| Decide whether and how errors report to Sentry. Use when touching capture or error-handling paths in `web/**`, triaging Sentry noise, or changing Sentry settings.

4k tokens
Seed Test Data
by langfuse
vendor

| Seed reproducible local Langfuse data in ClickHouse and Postgres. Use for complex traces, long sessions, v3/v4 events, bulk list data, or frontend rendering and performance tests; never use ad hoc scripts or raw inserts.

2k tokens
Skill Creator
by langfuse
vendor

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations.

16k tokens scripts
Storybook
by langfuse
vendor

Use when writing or reviewing Storybook stories (`.stories.tsx`) for React components.

78 tokens
Turborepo
by langfuse
vendor

| Configure and troubleshoot Turborepo monorepos. Use for turbo.json, task pipelines, dependsOn, caching, filters, affected packages, CI optimization, environment variables, package boundaries, or shared internal packages.

32k tokens
Weekly Production Review
by langfuse
vendor

| Prepare Langfuse weekly production reviews covering failures, fixes, open issues, and tracking gaps. Use for "what broke last week," production bugs, Datadog alerts or error patterns, incident.io activity, or pager load.

4k tokens
Migrate State Management
by SigNoz
vendor

Migrate Redux or React Context to the correct state option (React Query for server state, nuqs for URL/shareable state, Zustand for global client state). Use when refactoring away from Redux/Context, moving state to the right store, or when the user asks to migrate state management.

2k tokens
Codex CLI Runtime
by openai
vendor

Internal helper contract for calling the codex-companion runtime from Claude Code

774 tokens
Codex Result Handling
by openai
vendor

Internal guidance for presenting Codex helper output back to the user

432 tokens
GPT 5 4 Prompting
by openai
vendor

Internal guidance for composing Codex and GPT-5.4 prompts for coding, review, diagnosis, and research tasks inside the Codex Claude Code plugin

3k tokens
Turborepo
by vercel
vendor

| dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment variables, internal packages, monorepo structure/best practices, and boundaries. monorepo, shares code between apps, runs changed/affected packages, debugs cache, or has apps/packages directories.

32k tokens
Add Atomic Chat Tool
by nanocoai

Add Atomic Chat MCP server so the container agent can call local models served by the Atomic Chat desktop app via its OpenAI-compatible API.

6k tokens scripts
Add Clidash
by nanocoai

Add clidash — a zero-dependency, read-only web dashboard that derives its tabs and tables at runtime from any CLI that lists resources as JSON. Ships pre-wired for NanoClaw's ncl CLI (agent groups, sessions, channels, users, roles), plus message-activity charts, a log tail, and a read-only file viewer for group skills/CLAUDE.md/profiles.

47k tokens scripts
Add Codex
by nanocoai

Use Codex (OpenAI's codex app-server) as a full agent provider — planning, tool orchestration, MCP tools, server-side history, session resume — alongside or instead of Claude. ChatGPT subscription or OpenAI API key, vault-only via OneCLI. Per-group via `ncl groups config update --provider codex`. Distinct from using OpenAI as an MCP tool (where Claude remains the planner).

3k tokens
Add Dashboard
by nanocoai

Add a monitoring dashboard to NanoClaw. Installs @nanoco/nanoclaw-dashboard and a pusher that sends periodic JSON snapshots.

8k tokens scripts
Add Deltachat
by nanocoai

Add DeltaChat channel integration via @deltachat/stdio-rpc-server. Native adapter — no Chat SDK bridge. Email-based messaging with end-to-end encryption.

3k tokens
Add Discord
by nanocoai

Add Discord bot channel integration via Chat SDK.

3k tokens
Add Emacs
by nanocoai

Add Emacs as a channel. Opens an interactive chat buffer and org-mode integration so you can talk to NanoClaw from within Emacs (Doom, Spacemacs, or vanilla). Local HTTP bridge — no bot token or external service needed.

3k tokens
Add Gcal Tool
by nanocoai

Add Google Calendar as an MCP tool (list calendars, list/search/create events, free/busy queries) using OneCLI-managed OAuth. Multi-calendar and multi-account supported. Mirrors /add-gmail-tool's stub pattern — no raw credentials ever reach the container; OneCLI injects real tokens at request time.

3k tokens scripts
Add Gchat
by nanocoai

Add Google Chat channel integration via Chat SDK.

2k tokens
Add Github
by nanocoai

Add GitHub channel integration via Chat SDK. PR and issue comment threads as conversations.

2k tokens
Add Gmail Tool
by nanocoai

Add Gmail as an MCP tool (read, search, send, label, draft) using OneCLI-managed OAuth. The agent gets Gmail tools in every enabled group; OneCLI injects real tokens at request time so no raw credentials are ever in the container or on disk in usable form.

5k tokens scripts
Add Imessage
by nanocoai

Add iMessage to NanoClaw — one channel, two backends. Local (this Mac's chat.db via the Chat SDK bridge; macOS + Full Disk Access) or Hosted iMessage (via photon.codes — native spectrum-ts with a device-login wizard; any OS, no Mac relay). Triggers on "add imessage", "connect imessage", "add photon", "imessage via photon", "native imessage".

7k tokens
Add Karpathy LLM Wiki
by nanocoai

Add a persistent wiki knowledge base to a NanoClaw group. Based on Karpathy's LLM Wiki pattern. Triggers on "add wiki", "wiki", "knowledge base", "llm wiki", "karpathy wiki".

3k tokens
Add Linear
by nanocoai

Add Linear channel integration via Chat SDK. Issue comment threads as conversations.

3k tokens
Add Macos Statusbar
by nanocoai

Add a macOS menu bar status indicator for NanoClaw. Shows a bolt icon with a green/red dot indicating whether NanoClaw is running, with Start, Stop, and Restart controls. macOS only.

2k tokens
Add Matrix
by nanocoai

Add Matrix channel integration via Chat SDK. Works with any Matrix homeserver.

3k tokens
Add Mnemon
by nanocoai

Add persistent graph-based memory via mnemon. Agents recall past context before responding and remember insights after each turn.

3k tokens scripts
Add Ollama Provider
by nanocoai

Route a NanoClaw agent group to a local Ollama model instead of the Anthropic API. Ollama speaks the Anthropic API natively (v1/messages), so no provider code changes are needed — just env var overrides and a model setting. Use when the user wants to run their agent locally, cut API costs, or experiment with open-weight models. See docs/ollama.md for background.

2k tokens
Add Ollama Tool
by nanocoai

Add Ollama MCP server so the container agent can call local models and optionally manage the Ollama model library.

8k tokens scripts
Add Opencode
by nanocoai

Use OpenCode as an agent provider. OpenRouter, OpenAI, Google, DeepSeek, etc. via OpenCode config — not the Anthropic Agent SDK. Per group via `ncl groups config update --provider opencode`; host passes OPENCODE_* and XDG mount when spawning containers.

5k tokens scripts
Add Resend
by nanocoai

Add Resend (email) channel integration via Chat SDK.

2k tokens
Add Rtk
by nanocoai

Install rtk token-compression proxy into agent containers. Routes Bash tool calls through rtk for 60–90% token savings on dev commands (git, cargo, pytest, docker, kubectl, etc.).

1k tokens
Add Signal
by nanocoai

Add Signal channel integration via signal-cli device-link. Native adapter — no Chat SDK bridge.

4k tokens
Add Slack
by nanocoai

Add Slack channel integration via Chat SDK.

3k tokens
Add Teams
by nanocoai

Add Microsoft Teams channel integration via Chat SDK.

9k tokens
Add Telegram
by nanocoai

Add Telegram channel integration via Chat SDK.

3k tokens
Add Vercel
by nanocoai

Add Vercel deployment capability to NanoClaw agents. Installs the Vercel CLI in agent containers and sets up OneCLI credential injection for api.vercel.com. Use when the user wants agents to deploy web applications to Vercel.

4k tokens scripts
Vercel CLI
by nanocoai

Deploy apps to Vercel. Use when asked to deploy, ship, or publish a web application, or manage Vercel projects, domains, and environment variables.

1k tokens
Add Webex
by nanocoai

Add Webex channel integration via Chat SDK.

2k tokens
Add Wechat
by nanocoai

Add WeChat (personal) channel integration via Tencent's official iLink Bot API. Uses long-polling and QR scan — no webhook, no ToS risk, no paid token.

4k tokens scripts
Add Whatsapp Cloud
by nanocoai

Add WhatsApp Business Cloud API channel via Chat SDK. Official Meta API.

2k tokens
Add Whatsapp
by nanocoai

Add WhatsApp channel via native Baileys adapter. Direct connection — no Chat SDK bridge. Uses QR code or pairing code for authentication.

9k tokens scripts
Customize
by nanocoai

Add new capabilities or modify NanoClaw behavior. Use when user wants to add channels (Telegram, Slack, email input), change triggers, add integrations, modify the router, or make any other customizations. This is an interactive skill that asks questions to understand what the user wants.

2k tokens
Debug
by nanocoai

Debug container agent issues. Use when things aren't working, container fails, authentication problems, or to understand how the container system works. Covers logs, session DBs, mounts, and common issues.

4k tokens
Get Qodo Rules
by nanocoai

Loads org- and repo-level coding rules from Qodo before code tasks begin, ensuring all generation and modification follows team standards. Use before any code generation or modification task when rules are not already loaded. Invoke when user asks to write, edit, refactor, or review code, or when starting implementation planning.

2k tokens
Init First Agent
by nanocoai

Walk the operator through creating the first NanoClaw agent for a DM channel — resolve the operator's channel identity, wire the DM messaging group to a new agent, and trigger a welcome DM via the normal delivery path. Use after channel credentials are configured and the service is running.

2k tokens
Init Onecli
by nanocoai

Install and initialize OneCLI Agent Vault. Migrates existing .env credentials to the vault. Use after /update-nanoclaw brings in OneCLI as a breaking change, or for first-time OneCLI setup.

3k tokens
Learn
by nanocoai

Distill a reusable skill from anything — a directory, a URL, pasted notes, or what you just did together — or refine an existing skill with new learnings. Use when the user says '/learn', 'learn this', 'turn this into a skill', 'capture this workflow', 'make a skill from <source>', or 'improve/update the <name> skill'. Produces or updates a .claude/skills/<name>/SKILL.md authored to NanoClaw's skill guidelines. (This CREATES or REFINES a skill from a source; it does not install existing skills from a registry.)

2k tokens
Manage Channels
by nanocoai

Wire channels to agent groups, manage isolation levels, add new channel groups. Use after adding a channel, during setup, or standalone to reconfigure.

3k 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: 11 329 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 79 354 files found on GitHub, 61 713 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: 7 879 skills here share a name with another skill, and two of them cannot sit side by side.