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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. 86 696 files from 2 113 authors, of which 68 413 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.

68 413
unique skills
out of 86 696 files found on GitHub
18 283
are copies
same content, someone else's repository
1 744
tokens, median
what a typical skill costs you in context
8 409
name collisions
two skills with one name cannot sit side by side

66 121–66 180 of 68 413

page 1103 of 1 141
HTML Spec Planning
by f-labs-io

Create rich HTML documents for project specs, implementation plans, design exploration, RFCs, and brainstorming. Use whenever the user asks for a spec, plan, RFC, design doc, brainstorm, or wants to explore approaches/options/alternatives — even when they don't explicitly say "HTML". Strongly prefer HTML over markdown for any planning artifact longer than a screen, especially when the artifact will be shared with reviewers or fed back to the agent for implementation.

2.5k tokens
HTML Slideshow Deck
by f-labs-io

Generate keyboard-navigable HTML slideshow decks for presentations, tech talks, leadership briefings, onboarding walkthroughs, and any sequential visual narrative. Use whenever the user wants slides, a deck, a presentation, a tech talk, a brown-bag, a briefing, or any sequential walkthrough — especially when they want to share via a link rather than as a PowerPoint or Keynote file. Prefer HTML over .pptx whenever the deck contains live code, embedded interactivity, or will be shared as a URL.

2.8k tokens
HTML Skills Stop
by f-labs-io

>- Tears down server mode for html-skills for THIS Claude Code session — kills the receiver, stops the `Monitor` armed by `html-skills-listen`, and cleans up its temp files. Parallel sessions are unaffected. Invoke when the user is done with interactive html-skills artifacts ("I'm done with html-skills", "stop the listener", "end html-skills session"), OR at session end if the user mentions cleanup. Safe to invoke when nothing is active — it reports inactive and exits.

384 tokens scripts
HTML Skills Listen
by f-labs-io

>- Sets up the per-session local receiver and `Monitor` for interactive html-skills artifacts so user submissions arrive as session notifications instead of as copy-paste round-trips. Other html-skills interactive skills (html-mind-map, html-throwaway-editor, html-brainstorm-grid, html-comparison-matrix, html-interactive-playground, html-design-prototypes, html-testing-checklist) invoke this skill from their pre-flight block, BEFORE writing the HTML artifact. Idempotent — safe to invoke every time. Returns a localhost URL the parent skill injects as `window.__CLAUDE_SUBMIT_URL__` in the artifact. Don't invoke unprompted in unrelated conversations — this only fires when an interactive html-skills artifact is about to be produced.

1.3k tokens scripts
HTML SVG Diagrams
by f-labs-io

Create SVG-based technical diagrams inside HTML — flowcharts, sequence diagrams, state machines, data-flow diagrams, dependency graphs, request/response timelines. Use whenever the user wants to visualize, illustrate, diagram, or sketch a technical concept, system, or process. Strongly prefer SVG over ASCII art, mermaid blocks, or markdown text for anything spatial or relational. Reach for this whenever an explanation involves arrows, boxes, layers, or sequencing — even when the user doesn't say "diagram".

3.6k tokens
HTML Testing Checklist
by f-labs-io

Generate thorough, interactive HTML testing checklists that help developers and testers systematically verify software — a real test plan organized into end-to-end flows, with a prominent progress bar, pass/fail/blocked step states, filter and search navigation, and syntax-highlighted code and command snippets. Always ends with a Submit button (calls `submitToClaude`) so results come back to the agent for failure triage and fixes. Use whenever the user wants to test, QA, verify, or validate a change, feature, release, PR, or bug-fix batch — "help me test this", "test plan", "QA checklist", "verification checklist", "smoke-test list", "regression checklist". Bug lists in issue trackers (Monday, Linear, Jira, GitHub…) are natural input — render the open items as a two-way checklist whose rows keep ticket ids, and offer to write verdicts back to the tracker after Submit. Every embedded snippet passes a redaction step so credential-shaped values never land in the artifact.

5.9k tokens
HTML Throwaway Editor
by f-labs-io

Build single-purpose, throwaway HTML editors for one specific piece of data — drag-and-drop boards, form-based config editors, side-by-side prompt tuners, dataset curators, annotation tools. Always end with a Submit button (calls `submitToClaude`) so the result can be sent back to the agent. Use whenever the user wants to triage, reorder, edit, annotate, curate, prioritize, or pick values where typing prose would be tedious — Linear tickets, feature flags, prompts, datasets, transcripts, anything. Secret values (API keys, tokens, passwords) are never embedded verbatim — they are masked to references; the artifact and submit payload carry key names and masked previews only.

5.7k tokens
HTML Timeline Roadmap
by f-labs-io

Create HTML timelines and roadmaps with status pills, dependency arrows, and milestone markers — for quarterly planning, project retrospectives, release histories, incident timelines, sprint visualizations. Use whenever the user wants to visualize a sequence of events over time, a plan, a roadmap, a release schedule, or look back at how a project unfolded. Reach for this whenever the explanation has a clear time axis, even if the user doesn't say "timeline".

2.9k tokens
Hyperframes Scene Builder
by saranambiar

Create and revise HyperFrames HTML video compositions with CSS, GSAP timelines, composition IDs, reusable components, render commands, and proof-frame validation. Use when an agent needs to build a scene, edit a composition, render HyperFrames output, or debug HyperFrames-specific scene behavior.

1.5k tokens
Scene Continuity And Transitions
by saranambiar

Preserve visual continuity across video scenes with previous-final-frame starts, camera swipes, carryover frames, transition QA, and boundary proofing. Use when a scene must begin from the exact last frame of a previous scene, when adding camera-move transitions, when replacing scene endings, or when debugging stale starting frames.

1.1k tokens
Captions And Music Bed
by saranambiar

Generate, style, preview, and burn captions, and build music/percussion beds with ducking, loop/tail selection, fade-outs, and final silence. Use when captions are requested, captions are out of sync, subtitle style needs approval, background music competes with voiceover, or music must start/end at exact moments.

994 tokens
Product Demo Integration
by saranambiar

Integrate raw product demo recordings into agent-created videos, including crop decisions, zoom preservation, camera swipe transitions, UI readability checks, and timing around narration. Use when a user provides screen recordings, product walkthrough clips, SaaS demos, app footage, browser recordings, or asks to transition into/out of product demo footage.

1.1k tokens
Audio Sync Assembly
by saranambiar

Build and revise FFmpeg-based video assemblies from scene renders and narration, including audio probing, scene retiming, pauses, trim/concat, setpts, atempo, phrase-to-visual cue alignment, and final timeline manifests. Use when narration length, visual beats, product moments, or scene boundaries must sync precisely.

1.1k tokens
End To End Video Playbook
by saranambiar

End-to-end video production workflow for coding agents using HyperFrames, FFmpeg, captions, audio sync, music beds, and render QA. Use when a user asks for a complete video, multi-scene edit, launch video, product/demo video, UGC-style edit, enterprise explainer, or final assembled MP4 from prompt/script/assets.

1.4k tokens
Render QA And Surgical Changes
by saranambiar

Verify final video renders and make tiny safe edits without breaking approved sync, including proof frames, contact sheets, media probing, stale theme scans, exact timestamp checks, carryover-frame refreshes, and re-render-only-affected-scenes workflows. Use when a user asks for final QA, HD/render verification, a small text/audio/color change, or regression checks after approved timing.

1.1k tokens
Motion Design Systems
by saranambiar

Reusable visual and motion design systems for agent-created videos, including premium motion language, glassmorphism, chart/data storytelling, CTA layouts, logo rows, table frames, color tokens, and brand consistency. Use when a video scene needs polished visual direction, Apple/VisionOS-style motion, enterprise design, theme cleanup, reusable components, or reference-image final-frame matching.

1.3k tokens
Video Intake And Storyboard
by saranambiar

Convert rough video prompts, scripts, reference images, and edit notes into decision-complete scene specs and storyboards for agent-led video production. Use when a user describes a scene, gives timestamped narration, asks to preserve previous scenes, references a concept image, or requests a multi-scene video plan.

1.4k tokens
Cross Sell Target Identifier
by microsoft
vendor

Analyzes successful product customers to identify patterns, then finds similar accounts that are good cross-sell candidates with fit scores and reasoning. Use when user asks "who should I pitch this product to", "find cross-sell opportunities", "which customers should buy Product X", "identify upsell targets", "product expansion candidates", or "who else would buy this".

4.2k tokens
Duplicate Detective
by microsoft
vendor

Identifies potential duplicate Accounts, Contacts, or Leads in Dataverse using intelligent fuzzy matching that catches nicknames, abbreviations, phone format variations, and address similarities. Use when user says "find duplicates", "check for duplicate accounts", "are there any duplicate contacts", "duplicate detection", "clean up duplicates", "merge duplicates", or "data quality check".

3.5k tokens
Draft Outreach
by microsoft
vendor

Generates personalized outreach messages by pulling context from Dataverse records. Creates tailored emails for new prospects, re-engagement, follow-ups, or cross-sell. Use when user says "draft an email to [contact]", "write outreach for", "help me reach out to", "compose email", "re-engage this contact", "follow-up email", "prospecting email", or "outreach message for".

3.8k tokens
Daily Briefing
by microsoft
vendor

Delivers a prioritized morning summary covering today's meetings, overdue tasks, pipeline alerts, and recommended actions from Dataverse. Use when user says "what's on my plate today", "daily briefing", "morning summary", "what do I need to focus on today", "start my day", "daily digest", "today's priorities", or "what's happening today".

4k tokens
Competitive Intelligence
by microsoft
vendor

Analyzes opportunity data and activity notes to generate competitive intelligence including win/loss rates by competitor, patterns, and rep-ready battlecard talking points. Use when user asks "how are we doing against [competitor]", "competitive analysis", "competitor win rate", "battlecard for [competitor]", "competitive landscape", "why are we losing to [competitor]", or "competitor intelligence".

4.7k tokens
Account Briefing Generator
by microsoft
vendor

Generates meeting briefings by aggregating account info, contacts, opportunities, cases, and activity history into structured prep documents with talking points and discovery questions. Use when user says "prep me for my call", "brief me on this account", "meeting prep", "I have a meeting with [company]", "account briefing", "customer briefing", or "prepare for customer meeting".

7.6k tokens
Create An Asset
by microsoft
vendor

Generates customized sales assets including one-pagers, proposals, executive summaries, ROI summaries, and mutual action plans from Dataverse context. Use when user says "create a one-pager", "draft a proposal", "generate executive summary", "build ROI summary", "create mutual action plan", "sales asset for [account]", "proposal outline", or "customer-facing document".

3.9k tokens
Account Risk Early Warning
by microsoft
vendor

Identifies accounts showing warning signs of churn by analyzing activity trends, support cases, and engagement signals. Scores risk and prioritizes intervention targets. Use when user asks "which accounts are at risk", "churn risk analysis", "find accounts that might leave", "customer health check", "at-risk customers", "retention warning signs", or "account health score".

4.9k tokens
Handoff Brief Generator
by microsoft
vendor

Creates comprehensive handoff documentation for sales reps going on vacation or transitioning deals. Generates structured briefs with deal status, activities, next steps, contacts, and risks. Use when user says "I'm going on vacation", "create handoff brief", "coverage brief for my deals", "vacation handoff", "out of office brief", "transition my deals", or "backup documentation".

5.5k tokens
Expense Entry
by microsoft
vendor

Processes expense receipts and creates expense report entries following company policies with approval thresholds and validation rules. Use when user says "log this expense", "process this receipt", "create expense entry", "submit expense", "add to expense report", uploads a receipt image, or provides purchase documentation to expense.

4.2k tokens
Next Best Action Engine
by microsoft
vendor

Analyzes an opportunity's current state and engagement history, compares against won deals, and recommends the most effective next action with reasoning. Use when user asks "what should I do next on this deal", "next steps for this opportunity", "how do I move this deal forward", "what's the best action for this opp", "deal coaching", or "opportunity next action".

4.7k tokens
Lead Qualification Playbook
by microsoft
vendor

Guides sales reps through structured lead qualification using BANT+ methodology. Evaluates leads, suggests discovery questions, scores quality, and recommends next steps. Use when user says "qualify this lead", "help me qualify", "BANT analysis", "score this lead", "should I convert this lead", "lead qualification questions", or "assess lead quality".

4.7k tokens
Log Call Transcripts
by microsoft
vendor

Analyzes sales call transcripts to extract key information and automatically logs the call as a Phone Call activity in Dataverse. Use when user says "log this call", "process this transcript", "save this call to CRM", "create a phone call record from this transcript", uploads a call recording transcript, or pastes meeting/call notes to be logged.

3.1k tokens
Forecast
by microsoft
vendor

Generates a weighted sales forecast from Dataverse opportunity data. Calculates committed, best-case, and pipeline views by rep and team; compares to quota; flags risks and upside. Use when user asks "what's my forecast", "quarterly forecast", "pipeline forecast", "where's my number", "forecast report", "am I going to hit quota", "sales projection", or "revenue forecast".

3.8k tokens
Win Loss Pattern Analyzer
by microsoft
vendor

Analyzes closed opportunities to identify patterns between won and lost deals. Compares sales cycles, activities, stakeholder engagement, and deal characteristics for actionable playbook insights. Use when user asks "why are we losing deals", "win loss analysis", "what makes deals win", "analyze lost opportunities", "sales pattern analysis", "compare won vs lost deals", or "improve win rate".

6.4k tokens
Pipeline Health Analyzer
by microsoft
vendor

Reviews opportunities in the sales pipeline to identify stuck deals, missing next steps, weak qualification, and unbalanced stages. Use when user asks "how is my pipeline looking", "analyze pipeline health", "which deals are stuck", "pipeline review", "find at-risk deals", "identify stalled opportunities", or "audit my open deals".

4k tokens
Create Issue
by googleapis
vendor

Helps create a GitHub issue that strictly follows the conventions in CONTRIBUTING.md. Use this skill when asked to create, draft, or open a GitHub issue or bug report.

814 tokens
Review Pr
by googleapis
vendor

Helps review your own pull request or local changes before opening a PR. Analyzes diffs against project conventions and checks out branches locally to ensure you can apply changes. Requires the `gh` and `git` CLI tools.

986 tokens
Commit Message
by googleapis
vendor

Use this skill when asked to write or draft a commit message. It ensures commit messages follow the conventions in CONTRIBUTING.md.

949 tokens
Investigate Autophysicist Run
by huggingface
vendor

Investigates an Autophysicist workspace run. Use to understand what went wrong and could be improved in the single-agent iterative research process.

4.8k tokens
Crawl4ai
by brettdavies

Use when scraping JavaScript-heavy pages or SPAs, crawling multiple URLs concurrently, extracting structured data with reusable CSS/JSON schemas, or building automated web data pipelines. Wraps the Crawl4AI library (`crwl` CLI and Python SDK) with schema-generation patterns for LLM-free extraction. Triggers on crawl4ai, crwl, scrape JS-heavy site, scrape SPA, headless browser scrape, schema-based extraction, batch crawl, sitemap crawl, web data pipeline. SKIP when a static HTML page can be read with `defuddle` / `fetch-web` — those are faster cold-start and don't need a browser.

4.2k tokens scripts
Market Daily Review
by quantskills

Generate A-share end-of-day market review reports with Pandadata data, covering trade-date checks, index performance and valuation, market breadth, limit-up/down sentiment, industries/concepts, 龙虎榜, block trades, margin financing, northbound holdings, risk notes, and optional scheduled after-close automation. Use when the user asks for 今日复盘, 收盘总结, 每日市场报告, A股复盘, 龙虎榜复盘, 北向资金动向, or to set up an automated daily market review.

1.4k tokens scripts
Knoxhub Blog
by rediumvex

| Transform any research material into SEO+GEO-optimized blog posts for Knox Hub. Takes any input (URL, article text, notes, video transcript, competitor post, topic idea) and rewrites it as natural human-sounding content, then fills in table of contents, sticky sidebar, and full article content in Markdown. Output is ready to copy-paste into your blog/CMS post editor. Use when asked to "write a post", "rewrite this", "сделай пост", "напиши статью", "перепиши это для блога", "create blog post", or any content creation task.

3k tokens
Playwright Test Diagnosis
by heal-dev

Analyze playwright test results

803 tokens
Recursive Decomposition
by massimodeluisa

Based on the Recursive Language Models (RLM) research by Zhang, Kraska, and Khattab (2025), this skill provides strategies for handling tasks that exceed comfortable context limits through programmatic decomposition and recursive self-invocation. Triggers on phrases like "analyze all files", "process this large document", "aggregate information from", "search across the codebase", or tasks involving 10+ files or 50k+ tokens.

1.9k tokens
Design
by frhscopex

A comprehensive design operating system synthesized from 10 canonical design books. Covers research, typography, color theory, composition, branding, logo design, storytelling, web design, creative process, and professional practice.

14k tokens scripts
Design
by frhscopex

A comprehensive design operating system synthesized from 10 canonical design books. Covers research, typography, color theory, composition, branding, logo design, storytelling, web design, creative process, and professional practice.

13k tokens
Ebpf Skill
by h0x0er

Practical guidance for choosing, writing, loading, and debugging eBPF programs. Prioritizes correct toolchain and hook selection, map choice, kernel-version fit, verifier triage, and concise production-ready examples using libbpf, ebpf-go, and bpftrace.

2.7k tokens
Wordpress Plugin Dev
by Zulut30

Helps agents develop, review, test, secure, optimize, design, integrate, package, and release modern WordPress plugins. Use for WordPress plugin architecture, Gutenberg block work, block.json, REST API, WP admin screens, shortcode implementation, Settings API, WP-CLI workflows, PHPUnit tests, wp-env environments, Plugin Check, WordPress.org release preparation, security audit, performance optimization, plugin UI/UX design, Classic Editor compatibility, SEO/cache/theme/page-builder integrations, and compatibility audits.

4.5k tokens scripts
Qiaomu Model CLI
by joeseesun

| Call local Grok CLI, Kimi Code CLI, and Claude Code CLI with the strongest current default models and native tools. Use this qiaomu skill workflow when the user wants to run Grok 4.5 for X/web search, image/video generation, research, or multi-tool agent work; run Kimi K3 (1M) for frontend UI/CSS/React/Vue work; run Claude Fable 5, Opus 4.8, or Sonnet 5 for coding/review/refactors; run independent multi-model comparisons concurrently with native stream progress, artifact verification, private logs, cancellation, and failed-job retry; choose between the three CLIs; or wrap non-interactive CLI invocations. Trigger on phrases like "用 grok cli", "用 kimi cli", "grok 搜 X", "kimi 写前端", "qiaomu-model-cli", "调用 grok4.5", "调用 k3 1m", "用 claude code", "用 fable 5", "opus 4.8 改代码", "分别调用三个模型", "多模型横评". Not for generic cloud API registry management (use qiaomu-llm) or OpenCLI site adapters.

3.1k tokens scripts
Dev Agent
by KevinKE93

用精简流程帮你从想法进入 spec、design、build,并按需执行 QA 与发布门禁。

636 tokens
Deprecation And Migration
by KevinKE93

Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when deciding whether to maintain or sunset existing code.

2.2k tokens
Browser Testing With Devtools
by KevinKE93

Tests in real browsers. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data via Chrome DevTools MCP.

3.1k tokens
Debugging And Error Recovery
by KevinKE93

Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.

2.7k tokens
Code Simplification
by KevinKE93

Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity.

3.4k tokens
Design Flow
by KevinKE93

Use when a spec needs customer-facing UX, visual direction, screen acceptance, design references, formal assets, Figma handoff, or design gates before build.

2.1k tokens
Git Workflow And Versioning
by KevinKE93

Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize work across multiple parallel streams.

2.7k tokens
Documentation And Adrs
by KevinKE93

Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.

2.2k tokens
Incremental Implementation
by KevinKE93

Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big to land in one step.

3.1k tokens
Frontend UI Engineering
by KevinKE93

Use when building, modifying, or reviewing user-facing UI, responsive states, accessibility, visual fidelity, functional QA, monkey testing, or product-grade frontend polish.

2.4k tokens
Idea Refine
by KevinKE93

Refines ideas iteratively. Refine ideas through structured divergent and convergent thinking. Use "idea-refine" or "ideate" to trigger.

2.2k tokens scripts
Performance Optimization
by KevinKE93

Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals or load times need improvement. Use when profiling reveals bottlenecks that need fixing.

2.9k tokens
Security And Hardening
by KevinKE93

Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services.

2.8k 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: 13 362 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 86 696 files found on GitHub, 68 413 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 in stages. Its name and description stay in the model's context all the time; the body of SKILL.md is read when the skill is used; other files in the folder, such as references, scripts and fonts, are opened only when the skill asks for them. The number we show is SKILL.md, the part every use pays for. A big folder is not a big cost: one official skill ships 83 font files, and none of them ever enters the context.
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: 8 409 skills here share a name with another skill, and two of them cannot sit side by side.