mcpbeat Sign in

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

4 921–4 980 of 61 713

page 83 of 1 029
Scrub Issue
by pytorch
vendor

Fetch, analyze, reproduce, and minimize GitHub issue reproductions. Use only when the user asks to check whether a GitHub issue reproduces, minimize a GitHub issue's repro, analyze a GitHub bug report, or scrub/triage a GitHub issue for reproducibility. Do not use for standalone reproduction requests without a GitHub issue.

5k tokens
Triaging Issues
by pytorch
vendor

Triages GitHub issues by routing to oncall teams, applying labels, and closing questions. Use when processing new PyTorch issues or when asked to triage an issue.

19k tokens scripts
PR Review
by angular
vendor

Guidelines and tools for reviewing pull requests in the Angular repository.

4k tokens scripts
Adev Writing Guide
by angular
vendor

Comprehensive writing guide for Angular documentation (adev). Covers Google Technical Writing standards, Angular-specific markdown extensions, code blocks, and components. You MUST use this skill any time you plan to create, edit, or review documentation files in `adev/` or `adev/src/content`.

2k tokens
Reference Compiler CLI
by angular
vendor

Explains the mental model and architecture of the code under `packages/compiler-cli`. You MUST use this skill any time you plan to work with code in `packages/compiler-cli`

1k tokens
Reference Signal Forms
by angular
vendor

Explains the mental model and architecture of the code under `packages/forms/signals`. You MUST use this skill any time you plan to work with code in `packages/forms/signals`

2k tokens
Reference Core
by angular
vendor

Explains the mental model and architecture of the code under `packages/core`. You MUST use this skill any time you plan to work with code in `packages/core`

1k tokens
Playwright Triage
by microsoft
vendor

Triage a Playwright bug report by reproducing it from the information in the issue. Use when asked to triage, reproduce, or verify a GitHub issue (a new bug report, or an existing report with a new comment).

2k tokens
Playwright Test Results
by microsoft
vendor

Query Playwright CI test results from the aggregated DuckDB database. Answers questions about flaky tests, failure rates, slow tests, and per-run/SHA/PR results without hunting through GitHub artifacts.

2k tokens
Playwright Dev
by microsoft
vendor

Explains how to develop Playwright - add APIs, MCP tools, CLI commands, and vendor dependencies.

24k tokens
Playwright Component Testing
by microsoft
vendor

Set up component testing with Playwright using a story gallery — scaffold stories and a gallery dev page driven by the built-in mount fixture, no dedicated component-testing runtime. Use when asked to test React or Vue components in isolation with Playwright, or to migrate off @playwright/experimental-ct-react / -vue.

8k tokens scripts
Playwright Trace
by microsoft
vendor

Inspect Playwright trace files from the command line — list actions, view requests, console, errors, snapshots and screenshots.

1k tokens
Playwright Devops
by microsoft
vendor

DevOps workflows for Playwright - CI failure analysis, workflow debugging, and release operations.

2k tokens scripts
Babysit
by thedotmack

Watch a pull request or review cycle until it is ready to merge. Use when asked to babysit, monitor, or keep checking PR comments, reviews, and CI until all actionable issues are resolved.

1k tokens
Cloud Sync
by thedotmack

Set up or check claude-mem cloud sync with cmem.ai Pro. Use when the user says "set up cloud sync", "sync my memories", "cmem pro", "cloud backup", "sync status", or wants their memory database backed up or synced to their cmem.ai account.

1k tokens
Design Is
by thedotmack

Audit a design against Dieter Rams' ten "Good design is..." principles, then hand off a /make-plan prompt for one of three outcomes — new design, refine design, or redesign. Use when the user says "audit this design", "design review", "check this UI against Rams", "is this UI good", "critique this design", "design audit", or asks for a critique that should lead to a plan.

5k tokens
Do
by thedotmack

Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.

512 tokens
How It Works
by thedotmack

Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what is this thing doing?".

560 tokens
Knowledge Agent
by thedotmack

Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past work patterns, or compile expertise on specific topics.

622 tokens
Learn Codebase
by thedotmack

Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the codebase", "read the codebase", "prime", or "get up to speed".

225 tokens
Make Plan
by thedotmack

Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with do.

791 tokens
Mem Search
by thedotmack

Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.

1k tokens
Oh My Issues
by thedotmack

Cluster a GitHub issue backlog by root cause into a small set of plan-master issues, redirect children with a standardized comment, and bundle architectural-fix PRs that close clusters atomically. Use when an issue tracker has accumulated dozens of reports that share underlying defects, when asked to triage / consolidate / cluster / dedupe issues, when asked to build a plan series or roadmap from open issues, or when routing a new incoming bug into an existing plan.

3k tokens
Pathfinder
by thedotmack

Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "find the ideal path," unify duplicated systems, or audit architecture before a refactor. Emits a proposed unified flowchart plus per-system /make-plan prompts.

2k tokens
Smart Explore
by thedotmack

Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functions, or explore a codebase efficiently.

2k tokens
Standup
by thedotmack

Facilitate a read-only standup across git worktrees, branches, or PRs to compare changes and produce one consolidation plan.

8k tokens
Timeline Report
by thedotmack

Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline report, project history analysis, development journey, or full project report.

3k tokens
Version Bump
by thedotmack

Automated semantic versioning and release workflow for Claude Code plugins. Handles version increments across package.json, marketplace.json, plugin.json manifests, build verification, git tagging, GitHub releases, and changelog generation. NPM publishing (so `npx [email protected]` resolves) is handed off to the human maintainer, who raised npm security.

1k tokens scripts
Weekly Digests
by thedotmack

Generate a serial week-by-week narrative digest of a project's full claude-mem timeline. Splits the timeline into per-ISO-week files, then runs one consecutive subagent per week — each receiving the prior week's carry-forward block — to produce one chapter per ISO week of data. Use when asked for "weekly digests", "week-by-week story", "serial timeline", or "narrative chapters" of a project's history.

4k tokens
What The
by thedotmack

What the? Use when the user wants a plain-English breakdown of something technical — the who, what, where, why, and when.

62 tokens
Wowerpoint
by thedotmack

Turn one document into a kawaii NotebookLM slide-deck PDF. Use for "wowerpoint this", "make a deck about <file>", "turn this report into slides", or any request to render a single document as shareable narrative slides.

2k tokens
Mode Creator
by thedotmack

Interactively create, install, activate, and verify custom claude-mem modes, including domain-specific observation types, concept tags, optional Telegram alerts, bot setup, worker restart, and startup-context verification. Use this whenever someone asks to customize what claude-mem remembers, create or change a mode, track domain-specific notes, add observation types or tags, or send Telegram notifications for particular memories—even if they do not use the word "mode.

10k tokens scripts
Performance Investigation
by sveltejs
vendor

Investigate performance regressions and find opportunities for optimization

578 tokens
Od Contribute
by nexu-io

One-click contribution flow for Open Design (nexu-io/open-design) — even for non-coders. Pick one of four cards (ship a Skill or Design System you made with OD; translate docs; fix a typo / write a blog; report a bug), the agent validates and opens a PR (or issue) for you. Trigger words contribute to open design, ship my OD skill, ship my OD design system, translate OD docs, report an OD bug, od-contribute.

19k tokens scripts
Build Test
by nexu-io

Run the project's build / typecheck / lint / test commands and emit the build.passing + tests.passing signals devloop convergence reads.

852 tokens
Code Import
by nexu-io

Read an existing repository's structure into the project cwd as a normalised snapshot the agent can analyse without re-walking the tree on every turn.

819 tokens
Critique Theater
by nexu-io

Five-role Design Jury review that streams scored rounds, persists a replayable transcript, and ships through the daemon's Critique Theater protocol.

919 tokens
Design Extract
by nexu-io

Extract design tokens (color / typography / spacing) from imported source code, screenshots, or Figma exports into the canonical token bag token-map consumes.

776 tokens
Diff Review
by nexu-io

Render the patch-edit run's accumulated changes as a reviewable diff, surface it through a GenUI choice surface, and persist the user's accept / reject decision into the artifact manifest.

740 tokens
Direction Picker
by nexu-io

Optional 3-5 direction picker for users who explicitly ask to compare visual directions.

549 tokens
Discovery Question Form
by nexu-io

Structured clarification form for unresolved material requirements.

1k tokens
Figma Extract
by nexu-io

Pull a Figma file's node tree, design tokens, and embedded assets into the project cwd as a structured snapshot.

845 tokens
Handoff
by nexu-io

Push the run's accepted artifact to a downstream collaboration surface (cli, other code agents, cloud, desktop) and stamp the artifact manifest with the export target.

781 tokens
Patch Edit
by nexu-io

Apply one rewrite-plan step at a time as small reviewable file edits, never rewriting whole files when a localised change suffices.

694 tokens
Rewrite Plan
by nexu-io

Author a long-running multi-file rewrite plan that subsequent patch-edit + diff-review + build-test stages will execute, with explicit ownership boundaries and patch-safety guarantees.

735 tokens
Todo Write
by nexu-io

TodoWrite-driven plan that the agent commits to before generation.

411 tokens
Token Map
by nexu-io

Map an extracted Figma / source-code token bag onto the active OD design system, producing a deterministic mapping the generate stage can consume.

3k tokens
Od Code Migration
by nexu-io

Default reference pipeline for the code-migration taskKind — code-import → design-extract → token-map → rewrite-plan → patch-edit ↔ build-test devloop → diff-review → handoff.

4k tokens
Od Default
by nexu-io

Hidden fallback scenario for free-form Home prompts. Infer the task type and ask only when routing is materially ambiguous.

3k tokens
Od Figma Migration
by nexu-io

Default reference pipeline for the figma-migration taskKind — figma-extract → token-map → generate → critique.

3k tokens
Od Media Generation
by nexu-io

Default reference pipeline for image, video, and audio projects — routes through media-image / media-video / media-audio atoms based on the project kind, wraps the output in a live artifact, and devloops on critique-theater until the score converges.

3k tokens
Od New Generation
by nexu-io

Default reference pipeline for the new-generation taskKind — discovery → plan → generate → critique with a critique-theater devloop.

3k tokens
Od Plugin Authoring
by nexu-io

Guided scenario for creating an Open Design plugin folder that can be installed into My plugins.

2k tokens
Od Share To Community
by nexu-io

Package the user's just-finished work as an Open Design plugin without asking for fields the project files already answer, then surface the existing Add-to-My-plugins / Open-Design-PR buttons.

2k tokens
Od Tune Collab
by nexu-io

Default reference pipeline for the tune-collab taskKind — pick a direction, patch-edit the existing artifact, critique, hand off.

3k tokens
Od Web Effect Extractor
by nexu-io

Extract visual effects, animation systems, Canvas/WebGL/Shader behavior, and interaction details from a reference website, then rebuild them as an editable Open Design web artifact.

2k tokens
High End Visual Design
by nexu-io

Teaches the AI to design like a high-end agency. Defines the exact fonts, spacing, shadows, card structures, and animations that make a website feel expensive. Blocks all the common defaults that make AI designs look cheap or generic.

6k tokens
Clone Audit Mrlv3nl4
by nexu-io

Audit cloned or reimplemented websites for fidelity gaps, tracking scripts, source-brand and language residue, placeholders, and risky external dependencies. Use before handoff or deployment, or when asked to review a website clone for cleanup and readiness.

2k tokens
Deep Think Maximum Cognitive Effort Protocol Mq8kvw92
by nexu-io

Use this plugin when the user wants a maximum-effort reasoning workflow for a complex, high-stakes, or ambiguous task.

2k tokens
Claude Anthropic Design System
by nexu-io

Use this Claude / Anthropic style design system for warm, restrained, editorial AI workbench interfaces.

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: 11 329 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.