Explore AI Agent Skills & Claude Prompts
Discover open-source agent skills for Claude Code, Codex, ChatGPT, and any tool that uses SKILL.md.
Enter through keywords, occupations, creators, and GitHub sources to see what kinds of skills are emerging across domains.
Use the same catalog through the API
Connect 381,784 public skills to your own search, analytics, or agent workflow with the REST API.
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sales-zendesk
by sales-skillsZendesk platform help — ticketing, Help Center knowledge base, AI agents, live chat, Talk voice, Sell CRM, omnichannel messaging, Explore analytics, Marketplace apps, REST API. Use when Zendesk tickets not routing correctly, AI agent misclassifying or giving wrong answers, help center articles not surfacing in search, live chat widget not converting, SLA badges not showing or breach timers wrong, Zendesk costs spiraling with add-ons, API rate limits being hit, or integrations not syncing with Salesforce or HubSpot. Do NOT use for help desk platform comparison (use /sales-helpdesk-selection), CCaaS platform selection (use /sales-ccaas-selection), or live chat strategy across tools (use /sales-live-chat).
sales-zerobounce
by sales-skillsZeroBounce platform help — email validation, email finder, AI scoring, activity data, inbox placement testing, blacklist monitoring, DMARC, warmup. Use when your email list has too many bounces, catch-all addresses are hurting deliverability, you need to check if your IP is blacklisted, DMARC reports show unauthorized senders, or the ZeroBounce API isn't returning expected validation results. Do NOT use for general deliverability strategy (use /sales-deliverability), enrichment strategy (use /sales-enrich), or prospect list building strategy (use /sales-prospect-list).
sales-xpoz
by sales-skillsXpoz platform help — social data API and MCP server for AI agents, searching Twitter/X, Instagram, TikTok, Reddit via natural language queries, 1.5B+ indexed posts, OAuth 2.1, TypeScript/Python SDKs, CSV exports. Use when Xpoz MCP server isn't connecting or authenticating, search results are returning irrelevant posts and you need better queries, CSV exports are timing out or returning incomplete data, you want to build a brand monitoring pipeline using the Xpoz SDK, you're hitting the 100K free tier limit and need to understand upgrade options, or you need to compare Xpoz vs Octolens vs Brand24 for developer-first social listening. Do NOT use for social listening strategy across tools (use /sales-social-listening) or choosing between social listening platforms (use /sales-social-listening).
sales-bazzly
by sales-skillsBazzly platform help — AI-powered Reddit lead generation with intent scoring, contextual DM/reply drafting, Chrome extension for sending, and Reply Boost for visibility. Use when Bazzly AI-drafted messages sound generic and need heavy rewriting before posting, false positive leads are wasting your outreach credits, you want to reduce Reddit ban risk when using Bazzly DMs, subreddit limits on your plan are too restrictive for your niche, the Chrome extension isn't detecting leads in subreddits you've configured, you need to optimize credit usage across comments and Reply Boosts, or you're comparing Bazzly vs KeyMentions vs RedShip vs ReplyGuy for Reddit lead generation. Do NOT use for social listening strategy across tools (use /sales-social-listening) or choosing between Reddit monitoring platforms (use /sales-social-listening).
sales-replydaddy
by sales-skillsReplyDaddy platform help — Reddit marketing co-pilot with AI-powered post discovery, multi-factor relevance scoring, response generation, persona-based engagement, BYOK AI model. Use when ReplyDaddy's relevance scoring is surfacing too many irrelevant posts, AI-generated responses sound generic or too promotional, you're unsure whether the LTD or subscription pricing is better value, API token costs are adding up beyond the base price, you want to connect ReplyDaddy leads to your CRM but there's no integration, or you're comparing ReplyDaddy vs Reppit AI vs Subtle AI vs Leadlee for Reddit marketing. Do NOT use for social listening strategy across tools (use /sales-social-listening) or choosing between Reddit monitoring platforms (use /sales-social-listening).
sales-leedlime
by sales-skillsLeedlime platform help — AI-powered Reddit lead generation with intent scoring, lead management dashboard, AI reply suggestions, credit-based pricing (pay per lead, not subscription), Slack/Discord alerts, Chrome extension. Use when Leedlime credits are running out too fast and you need to optimize keyword targeting, AI-generated replies sound generic or aren't matching your brand voice, you want to track lead status from discovery through conversion, Slack/Discord alerts are too noisy or missing high-intent conversations, you can't figure out how to export leads to your CRM since there's no direct integration, competitor alerts aren't surfacing the right mentions, or you're comparing Leedlime vs Leadlee vs Bazzly vs Subreddit Signals for Reddit lead gen on a budget. Do NOT use for social listening strategy across tools (use /sales-social-listening) or Reddit marketing with managed accounts (use /sales-replyagent or /sales-leadmore).
sales-prems
by sales-skillsPrems AI platform help — multi-platform social listening and lead generation across 15 platforms (Reddit, X, LinkedIn, HN, Quora, Facebook, Indie Hackers, Dev.to, Stack Overflow, YouTube, Product Hunt, Bluesky, Medium, GitHub, Substack) with AI intent scoring (0-100) and personalized reply drafts. Use when Prems AI intent scores feel inaccurate and you're getting too many false positives, AI reply drafts sound generic and need rewriting before posting, you hit the 100 leads/mo cap and need to optimize keyword selection, you want to push Prems leads to your CRM but there's no API, you need to set up multi-platform monitoring for a product launch, auto-pilot scans aren't surfacing the right conversations, or you're comparing Prems vs CatchIntent vs Syften vs Octolens for multi-platform social listening. Do NOT use for social listening strategy across tools (use /sales-social-listening) or choosing between social listening platforms (use /sales-social-listening).
sales-microlaunch
by sales-skillsMicroLaunch platform help — product launch and discovery platform for startups and indie makers. Covers month-long launch cycles (leaderboard ranking over 30 days vs Product Hunt's 1-day window), community scoring (separate idea and product scores), Pro Launch (skip queue, 2x boosts, featured spots, Product of the Day), deals marketplace (lifetime deals, discounts), DR59+ do-follow SEO backlinks, auto distribution (4+ SEO-optimized pages), verified product reviews, and landing page audits. Use when you want more visibility for your product on MicroLaunch, your listing isn't getting votes, need traffic from a launch directory, or unsure whether Pro Launch is worth it. Do NOT use for general launch strategy across multiple directories (use /sales-launch-directory), email marketing (use /sales-email-marketing), or audience growth (use /sales-audience-growth).
sales-boomi
by sales-skillsBoomi platform help — enterprise iPaaS, 1000+ connectors, API Management, Data Hub MDM, Flow low-code builder, Event Streams, B2B/EDI, AgentStudio AI agents, MCP support. Use when Boomi integration keeps failing or data isn't syncing, connector won't authenticate to SAP or Salesforce, per-connection pricing is spiraling and you need to optimize, debugging a Boomi process is painful with vague error messages, evaluating Boomi vs MuleSoft vs Workato, or setting up API management and governance. Do NOT use for simple Zapier/Make automations (use /sales-integration) or MuleSoft-specific questions (use /sales-mulesoft).
sales-outreach-io
by sales-skillsOutreach platform help — sales engagement sequences, Kaia conversation intelligence, deal management, forecasting, and coaching. Use when sequences not getting replies in Outreach, Kaia not recording or transcribing correctly, deals stuck in pipeline and need Outreach deal insights, reps not following cadence steps, Outreach API integration or webhook setup, Outreach CRM sync issues with Salesforce or HubSpot, forecasting inaccurate in Outreach, or coaching reps using Kaia call recordings. Do NOT use for general cold email writing (use /sales-outreach) or Salesloft-specific questions (use /sales-salesloft).
sales-simular
by sales-skillsSimular (Sai) platform help — autonomous AI desktop agent that controls apps, browsers, and workflows via GUI like a human, running 24/7 on a secure cloud virtual desktop. Use when you need an AI agent to automate repetitive desktop tasks across multiple apps, Sai keeps failing or getting confused mid-workflow, Simulang scripts aren't executing correctly, the agent can't handle CAPTCHAs or complex UI elements, you want to compare Simular vs Lindy vs Zapier vs n8n for workflow automation, credits are running out too fast on the Starter plan, the agent won't connect to your app or website, or you need help writing custom Simulang actions. Do NOT use for building no-code AI agent workflows with integrations (use /sales-lindy), AI calendar auto-scheduling (use /sales-motion), or choosing an AI meeting note-taker (use /sales-note-taker).
sales-ecomswap
by sales-skillsEcomswap platform help — boutique sell-side M&A brokerage for profitable Shopify, Amazon FBA, DTC, SaaS, newsletter, and content-site founders, with curated private listings, a 50K+ verified buyer network, free confidential valuation, and end-to-end LOI-to-close support. Use when selling a profitable ecommerce or Shopify business above the $200K net-profit floor, deciding between a self-serve marketplace (Acquire.com, Flippa) and a full-service broker, preparing for a broker-led confidential valuation, understanding the SDE-based profit-multiple methodology Ecomswap uses, figuring out how the curated buyer-sourcing process works, or comparing Ecomswap against Empire Flippers, FE International, Quiet Light, and Motion Invest. Do NOT use for cross-marketplace selection strategy (use /sales-side-project-valuation).
Browse Agent Skills by Occupation
23 major groups · 867 SOC occupations
Browse by Category
Explore agent skills organized by their primary use case
Explore the agent skills ecosystem by occupation and creator
SkillMD is not just a keyword search box. It is an open map that organizes public skills by occupation, creator, and repository, helping you see which workflows, judgment criteria, and domain habits people are writing for AI agents.
Then follow creators and GitHub repositories back to the source: compare the skills a team maintains, whether the repo is active, and how the README frames the work before you open, install, or reuse anything.
Use it three ways: learn an unfamiliar field by occupation, study how creators organize skills, then use source context to decide what is worth opening or reusing.
01 Map a field
Browse 23 occupation groups and 867 SOC roles to learn what skills exist in adjacent domains and how they break down real work.
02 Follow creators
Use creator and repository pages to inspect maintained skill collections, recent updates, and source context before trusting a result.
03 Search with sources
Search 1.7M+ collected skills, then use occupation tags, creators, and GitHub source context to decide what is worth opening.
Start with the occupation map, then follow creators and repositories back to real code. SkillMD helps explain why a skill is worth opening, not only what it is named.
Standardizing Agent Capabilities with SKILL.md and Model Context Protocol (MCP)
In the rapidly evolving landscape of artificial intelligence, LLM agents (Large Language Model agents) have transitioned from simple text predictors to autonomous problem solvers. To orchestrate complex, multi-step agentic workflows, developers require a standardized format to specify agent capabilities, prompt instructions, system rules, and database bindings. This is where SKILL.md and the Model Context Protocol (MCP) have emerged as standard developer paradigms. SkillMD serves as the central directory for indexing, exploring, and sharing these critical agent configurations.
Our open-source registry currently tracks over 1.7 million collected SKILL.md configurations and system prompts. By compiling agent configurations from active developers on GitHub, we bridge the gap between prompt engineering research and production execution. Whether you are building agents with Anthropic's Claude Code, OpenAI's GPT-4, Google's Gemini, or local models using Ollama and LlamaIndex, standardized skill definitions ensure your agents behave predictably across different runtime environments.
What is the Model Context Protocol (MCP)?
The Model Context Protocol (MCP) is an open-source standard designed to connect LLMs to data sources, developer tools, and external environments. MCP establishes a bidirectional communication channel between client applications (like Cursor, Claude Desktop, or custom agent systems) and servers hosting data or capabilities. Standardizing instructions via SKILL.md enables LLMs to query databases, read local files, execute terminal commands, and integrate third-party APIs. SkillMD allows you to find ready-to-run MCP servers and prompt instructions for various occupations and technical tasks.
The Structure of a Professional SKILL.md File
A valid SKILL.md configuration is designed to be easily read by humans and parsed by LLMs. It contains precise system instructions, trigger conditions, required parameters, and execution examples. Below is the typical architectural blueprint of a professional agent skill:
- Metadata & Core Scope: Declares the name of the skill, author details, target models, and a description of the capability.
- Triggers & Intent Detection: Details semantic triggers that help the agent decide when to invoke this skill.
- System Prompts: Explicit system-level instructions that direct the agent's behavior, personality, safety guardrails, and formatting preferences.
- Capabilities & Tools: Lists the files, databases, or APIs the agent must access to complete the tasks.
- Few-Shot Examples: Demonstrates real inputs and outputs, helping the model generalize behavior through in-context learning.
Optimizing Agent Workflows for Modern LLMs
Writing effective agent skills requires deep knowledge of prompt engineering. With the release of advanced reasoning models like Claude 3.5 Sonnet, ChatGPT o1, and DeepSeek-V3, prompt templates must focus on structured thinking. Developers are encouraged to use XML tags (e.g., <thought>, <context>, and <rules>) to isolate execution boundaries. Standardized prompts prevent agents from suffering from context drift, ensuring that long-running tasks remain aligned with the initial system parameters.
Exploring by SOC Occupations and Creator Profiles
What makes SkillMD unique is its taxonomy. Instead of simple text search, we parse and organize files according to the Standard Occupational Classification (SOC) system. This means you can discover skills written for Computer and Mathematical roles, Business and Financial operations, Legal, Design, and and Educational Instruction fields. By tracking creator profiles, developers can study how different teams organize their custom instructions, compare version updates, and fork public configs for specialized enterprise use cases.
SkillMD operates as a high-performance index running on a fast Go backend and a highly responsive Astro SSR frontend. All search queries execute in milliseconds, featuring smart debouncing to prevent multiple API requests while keeping user data secure. Join our community of developers to standardize your AI agent instructions and optimize your LLM prompting workflows today.
Frequently Asked Questions
A practical guide to agent skills: what they are, how to inspect them, and how SkillMD helps you explore the ecosystem.