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Agent Skills

Agent-Skills.md is a agent skills marketplace, to find the right agent skills for you.

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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-guidanceskill-designworkflow-automationtool-integration
prof-ramos
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python-performance-optimization

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

pythonprofilingmemory-profilingperformance-optimization
prof-ramos
prof-ramos
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architecture-diagram-creator

Create comprehensive HTML architecture diagrams showing data flows, business objectives, features, technical architecture, and deployment. Use when users request system architecture, project documentation, high-level overviews, or technical specifications.

architecture-diagramhtml-generationdata-flowtechnical-specifications
prof-ramos
prof-ramos
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async-python-patterns

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

asyncioconcurrent-programmingasync-awaitpython
prof-ramos
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aws-cdk-development

AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastructure programmatically. Covers CDK app structure, construct patterns, stack composition, and deployment workflows.

awsaws-cdkcloudformationinfrastructure-as-code
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changelog-generator

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

gitcommit-historyrelease-notesautomation
prof-ramos
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aws-agentic-ai

AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore component. Covers MCP target deployment, credential management, schema optimization, runtime configuration, memory management, and identity services.

AWSagent-frameworkcredential-managementruntime-configuration
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postgres

Execute read-only SQL queries against multiple PostgreSQL databases. Use when: (1) querying PostgreSQL databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.

postgresqlsql-queryread-onlydatabase-introspection
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python-testing-patterns

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

pytestfixturesmockingtest-driven-development
prof-ramos
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file-operations

Analyze files and get detailed metadata including size, line counts, modification times, and content statistics. Use when users request file information, statistics, or analysis without modifying files.

metadatafile-analysisfile-statisticsread-only
prof-ramos
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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
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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-guidelinesdesign-standardstypographycolor-scheme
prof-ramos
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0

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
prof-ramos
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0

aws-cost-operations

This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment.

awscost-optimizationbilling-analysiscost-estimation
prof-ramos
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brainstorming

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

problem-framingideationuser-intentrequirements-gathering
prof-ramos
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competitive-ads-extractor

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

competitive-analysisad-extractionsocial-media-adscampaign-optimization
prof-ramos
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article-extractor

Extract clean article content from URLs (blog posts, articles, tutorials) and save as readable text. Use when user wants to download, extract, or save an article/blog post from a URL without ads, navigation, or clutter.

articlescontent-extractiontext-extractionweb-scraping
prof-ramos
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0

ship-learn-next

Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.

framework-selectionlearning-frameworkimplementation-plancontent-transformation
prof-ramos
prof-ramos
0

prompt-engineering

Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt templates.

prompt-generationllm-integrationtoken-optimizationplugin-hooks
prof-ramos
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skill-share

A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.

claudeslack-integrationrubeteam-collaboration
prof-ramos
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0

project-bootstrapper

Sets up new projects or improves existing projects with development best practices, tooling, documentation, and workflow automation. Use when user wants to start a new project, improve project structure, add development tooling, or establish professional workflows.

project-structuredeveloper-guidancetoolingworkflow-automation
prof-ramos
prof-ramos
0

raffle-winner-picker

Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.

random-selectiongoogle-sheetsspreadsheetgiveaway
prof-ramos
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review-implementing

Process and implement code review feedback systematically. Use when user provides reviewer comments, PR feedback, code review notes, or asks to implement suggestions from reviews.

code-reviewpull-requestfeedback-implementationdeveloper-guidance
prof-ramos
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infographic-creation

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

infographicsvisualizationpresentationsvisual-communication
cookabc
cookabc
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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

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
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prose

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creative-writingwriting-feedbackstyle-guidelines
qinolabs
qinolabs
02

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
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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
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linkedin-article-generator

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linkedinarticlecontent-publishingautomation
Wattysaid
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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

zai-cli

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command-linedeveloper-toolautomation
Wattysaid
Wattysaid
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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

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

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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.