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code-execution

Execute Python code locally with marketplace API access for 90%+ token savings on bulk operations. Activates when user requests bulk operations (10+ files), complex multi-step workflows, iterative processing, or mentions efficiency/performance.

code-executiontoken-optimizationbulk-processingperformance
prof-ramos
prof-ramos
0

pdf

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

pdf-processingdocument-manipulationform-handlingtext-extraction
prof-ramos
prof-ramos
0

ffuf-web-fuzzing

Expert guidance for ffuf web fuzzing during penetration testing, including authenticated fuzzing with raw requests, auto-calibration, and result analysis

ffufweb-fuzzingpenetration-testingauthenticated-fuzzing
prof-ramos
prof-ramos
0

finishing-a-development-branch

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

branch-managementmerge-strategypull-requestcode-cleanup
prof-ramos
prof-ramos
0

slack-gif-creator

Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y".

animated-gifslack-integrationemojianimation
prof-ramos
prof-ramos
0

flowchart-creator

Create HTML flowcharts and process diagrams with decision trees, color-coded stages, arrows, and swimlanes. Use when users request flowcharts, process diagrams, workflow visualizations, or decision trees.

flowchartprocess-managementdecision-treesworkflow-automation
prof-ramos
prof-ramos
0

chunxiang-rocket

纯想独立开发火箭课程 - AI编程实战指南。包含GEB分形文档系统、Vite+React+TailwindCSS环境初始化、shadcn/ui设计系统、微拟物光影质感设计、Landing Page架构规范、动画提升、Supabase接入全流程提示词。

reacttailwind-cssenvironment-setupui-design
cookabc
cookabc
0

infographic-creation

Create beautiful infographics based on the given text content. Use this when users request creating infographics.

infographicsvisualizationpresentationsvisual-communication
cookabc
cookabc
0

planning-with-files

Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.

file-based-planningtask-planningmarkdownworkflow-design
cookabc
cookabc
0

prose

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creative-writingwriting-feedbackstyle-guidelines
qinolabs
qinolabs
02

skill-creator

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 Claude's capabilities with specialized knowledge, workflows, or tool integrations.

developer-guidanceworkflow-automationtool-integrationskill-customization
Wattysaid
Wattysaid
0

theme-factory

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

themingstyle-guidetemplate-customizationcolor-scheme
Wattysaid
Wattysaid
0

process-architect-bpmn

Create BPMN process maps and analyses from transcripts, event logs, or connector data. Use when asked for process discovery, variants/bottlenecks, or BPMN outputs (Camunda 7/8, Mermaid, PlantUML, or generic BPMN XML).

process-managementbpmnprocess-discoverybottleneck-identification
Wattysaid
Wattysaid
0

xlsx

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

spreadsheetformulasdata-analysisdata-visualization
Wattysaid
Wattysaid
0

web-artifacts-builder

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

reacttailwind-cssshadcn-uihtml-generation
Wattysaid
Wattysaid
0

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

mcp-sdkfastmcppythonnodejs
Wattysaid
Wattysaid
0

pdf

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

pdf-processingtext-extractiontable-extractionform-handling
Wattysaid
Wattysaid
0

slack-gif-creator

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."

animated-gifslack-integrationgif-optimizationanimation
Wattysaid
Wattysaid
0

zai-cli

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command-linedeveloper-toolautomation
Wattysaid
Wattysaid
0

pptx

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks

pptxpresentationslideslayout-management
Wattysaid
Wattysaid
0

webapp-testing

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

playwrightwebapp-testingfrontend-testingui-testing
Wattysaid
Wattysaid
0

brand-guidelines

Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

brand-guidelinestypographycolor-schemestyle-guide
Wattysaid
Wattysaid
0

dev-browser

Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.

browser-automationpersistent-stateform-fillingweb-testing
Wattysaid
Wattysaid
0

canvas-design

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

graphic-designvisual-artstaticpdf
Wattysaid
Wattysaid
0

doc-coauthoring

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

coauthoringworkflowtechnical-writingdocumentation
Wattysaid
Wattysaid
0

process-mining-assistant

Perform an end-to-end process mining analysis via a command-line workflow that progressively ingests, profiles, cleans, mines and reports on event logs using PM4Py. The workflow generates stage-based artefacts (including versioned notebooks) and pauses at decision checkpoints so the user can validate findings and choose how to proceed.

process-miningworkflow-automationdata-preprocessingpm4py
Wattysaid
Wattysaid
0

business-skills

Index of business skills in this folder. Use to select the right skill for a task and understand each skill’s role and trigger.

business-skillsskill-selectiontask-managementrole-clarification
Wattysaid
Wattysaid
0

algorithmic-art

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

p5.jsgenerative-artalgorithmic-artseeded-randomness
Wattysaid
Wattysaid
0

gastown

Multi-agent orchestrator for Claude Code. Use when user mentions gastown, gas town, gt commands, bd commands, convoys, polecats, crew, rigs, slinging work, multi-agent coordination, beads, hooks, molecules, workflows, the witness, the mayor, the refinery, the deacon, dogs, escalation, or wants to run multiple AI agents on projects simultaneously. Handles installation, workspace setup, work tracking, agent lifecycle, crash recovery, and all gt/bd CLI operations.

multi-agent-systemscommand-lineworkflow-automationagent-lifecycle
Wattysaid
Wattysaid
0

internal-comms

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

status-reportscompany-newslettersleadership-updatesproject-updates
Wattysaid
Wattysaid
0

linkedin-article-generator

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linkedinarticlecontent-publishingautomation
Wattysaid
Wattysaid
0

docx

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

docxdocument-creationtext-extractiontracked-changes
Wattysaid
Wattysaid
0

frontend-design

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

frontendhtml-cssreactresponsive-design
Wattysaid
Wattysaid
0

webapp-testing

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

playwrightfrontend-testingui-debuggingbrowser-automation
atgfw
atgfw
0

e2e-testing-patterns

Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky tests, or establishing testing standards.

e2e-testingplaywrightcypresstest-automation
atgfw
atgfw
0

frontend-design

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

frontendweb-componentshtml-cssresponsive-design
atgfw
atgfw
0

testing-best-practices

Comprehensive testing methodologies, frameworks, and patterns. Use when writing tests, debugging test failures, improving coverage, or implementing TDD workflows.

test-design-patternstest-failurestest-coveragetdd
MylesMCook
MylesMCook
0

shadcn-ui

shadcn/ui best practices for Next.js applications including component composition, Radix UI patterns, Tailwind integration, Server/Client boundaries, and preventing component duplication. Use when working with shadcn/ui components, reviewing frontend code, or when questions involve shadcn, Radix UI, component libraries, or React patterns.

shadcn-uinextjsradix-uitailwind-css
MylesMCook
MylesMCook
0

owasp-top-10

OWASP Top 10 web application security risks with detection patterns and fixes. Use when reviewing security vulnerabilities, authentication, authorization, or data handling.

OWASPweb-application-securityvulnerability-detectionauthentication
MylesMCook
MylesMCook
0

web-standards

Web standards best practices including semantic HTML, CSS architecture, accessibility, and progressive enhancement. Use when reviewing HTML, CSS, or JavaScript code for standards compliance, or when questions involve divitis, classitis, WCAG, ARIA, specificity, or progressive enhancement.

htmlcssaccessibilityprogressive-enhancement
MylesMCook
MylesMCook
0

deployment-checklist

Production deployment readiness checklist covering environment, security, monitoring, and operational concerns. Use before deploying to production or when setting up new environments.

deployment-readinessproduction-environmentsecuritymonitoring
MylesMCook
MylesMCook
0

ai-slop-detector

Detects and removes AI writing patterns from text. Use when polishing drafts, cleaning AI-generated content, or ensuring writing sounds authentically human. Invoke with "run through slop detector", "clean this up", or "remove AI fingerprints".

ai-detectiontext-cleanupwriting-polishingauthenticity
Eddale
Eddale
0

webfluence

Content web architecture framework. Use when diagnosing offer doc usage, content-to-conversion pathways, or why someone isn't getting sales despite traffic.

content-architectureconversion-pathwaysoffer-doc-analysissales-diagnostics
Eddale
Eddale
0

instagram-carousel

DEPRECATED - Use the instagram-carousel agent instead. Triggers on "create a carousel", "turn this into slides".

instagramcarouselcontent-creationsocial-media
Eddale
Eddale
0

kindle-sender

Send Research Swarm documents to Kindle. Use when "send to Kindle", "send research to Kindle", "send someday-maybe to Kindle", "Kindle my research", "with links expanded".

kindledocument-sendingresearch-automationworkflow-automation
Eddale
Eddale
0

task-clarity-scanner

Scans daily notes using Personal Kanban structure. Clarifies tasks, manages Today's 3 vs Ready, flags stale items, manages Waiting For items, and helps swap between columns. Use when reviewing todos, scanning task lists, or managing your Kanban board.

kanbantask-managementpersonal-productivitytodo-tracking
Eddale
Eddale
0

blackbelt-meeting-summary

Processes BlackBelt coaching call transcripts and generates Basecamp-ready summaries. Can post directly to Basecamp. Use when "process meeting transcripts", "summarize BlackBelt meetings", "check for new transcripts", "post to basecamp".

transcriptionmeeting-notessummarizationintegration
Eddale
Eddale
0

magic-model-review

Evaluates Magic Model (Triangle) frameworks for BlackBelt coaches using Ed Dale's frameworks. Produces Facebook-ready feedback comments.

framework-selectionapproach-evaluationfeedbackcoaching
Eddale
Eddale
0

hook-stack-evaluator

Evaluates and sharpens content hooks using The Hook Stack™ framework. Use when scoring headlines, refining hooks for video/social/newsletter, or when asked to "evaluate this hook", "run through hook stack", or "score my headline".

hook-writingheadline-optimizationcontent-evaluationframework-selection
Eddale
Eddale
0

capture-triage

Processes Drafts Pro captures from the Inbox folder. Classifies by intent, shows preview for approval, routes to Ready as tasks. Use when triaging captures, processing mobile notes, or as part of daily review. Triggers on "triage captures", "process captures", "check my captures".

draftsnote-takingtask-managementintent-tracking
Eddale
Eddale
0

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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.