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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elon-operations
by Arry8Operations Director sub-agent for ProActive Investments. Manages all rehab projects, property management, VA coordination, contractor scopes of work (SOWs), inspections, and quality control. Use for tracking active rehab projects, drafting SOWs, coordinating contractors, managing rental properties, supervising VAs, and keeping all active projects on schedule and budget.
elon-sales-marketing
by Arry8Sales & Marketing Director sub-agent for ProActive Investments. Handles all lead generation, marketing campaigns, seller and buyer outreach, calling scripts, email autoresponders, FreedomSoft (F$) CRM lead management via Zapier, and Telegram lead notifications. Use for drafting outreach scripts, managing the lead pipeline, building marketing campaigns, and handling motivated seller or investor buyer communications.
real-estate-assistant
by Arry8AI assistant toolkit for real estate agents. Manages leads from ~/openclaw-work/realestate/leads.json, drafts property listing descriptions, sets follow-up reminders, and generates weekly pipeline summaries. Use whenever an agent needs to log a new lead, draft a listing, check follow-ups due today, or get a pipeline report.
task-pua
by Arry8Task persistence enhancer with 13 corporate flavors. Prevents AI from giving up easily using PUA-style pressure escalation.
prose
by Arry8OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
openhue
by Arry8Control Philips Hue lights and scenes via the OpenHue CLI. Use when turning lights on/off, adjusting brightness/color, activating scenes, or managing Hue rooms and groups. Trigger phrases: 'turn on the lights', 'dim', 'set color', 'activate scene', 'turn off Hue'. NOT for: non-Hue smart home devices (Lutron, Ikea, Z-Wave, etc.) — use a general home automation MCP or skill instead.
solomon
by Arry8Intelligent router and controller for Quinn Skierski's ProActive Investments empire. Routes every incoming message: BUSINESS topics → Elon (COO agent), PERSONAL / 5Fs topics → Allison (5Fs guardian), BOTH → splits and delegates to both. Use for message triage, delegation decisions, and coordination between the Elon and Allison agents.
allison
by Arry8Quinn's personal 5Fs life guardian and coach for ProActive Investments. Handles all PERSONAL topics: Faith (spiritual health), Family (relationships, family meetings), Finance (personal budget and legacy), Fitness (physical, mental, emotional wellness), and Fulfillment (purpose, passion, legacy). Use for daily 5Fs ratings, life coaching, personal reflection, habit building, and any non-business life support.
elon
by Arry8Quinn Skierski's Business COO for ProActive Investments. Handles ALL business operations: EOS strategy and execution, sales/marketing and lead generation, rehab operations, financial analysis, real estate deal cycle (acquisitions to disposition), and VA/team management. Use for any ProActive Investments business question, deal analysis, weekly EOS summary, lead routing from FreedomSoft/Zapier, or Google Workspace (Gmail/Drive/Calendar) business tasks.
obsidian
by Arry8Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli. Use when creating, searching, opening, or managing notes in Obsidian. Trigger phrases: 'add to Obsidian', 'create a note', 'search my vault', 'open note', 'daily note'. NOT for: Apple Notes (use apple-notes skill), Bear (use bear-notes skill), or general file management.
paddleocr-doc-parsing
by Arry8Use this skill to extract structured Markdown/JSON from PDFs and document images—tables with cell-level precision, formulas as LaTeX, figures, seals, charts, headers/footers, multi-column layout and correct reading order. Trigger terms: 文档解析, 版面分析, 版面还原, 表格提取, 公式识别, 多栏排版, 扫描件结构化, 发票, 财报, 复杂 PDF, PDF转Markdown, 图表, 阅读顺序; reading order, formula, LaTeX, layout parsing, structure extraction, PP-StructureV3, PaddleOCR-VL.
portfolio-intel
by Arry8Portfolio intelligence copilot. Use for any portfolio, investment, holdings, or wealth question. Triggers: portfolio brief, portfolio summary, show my portfolio, portfolio value, net worth, asset allocation, allocation drift, am I on target, rebalancing, FX exposure, currency risk, concentration risk, overweight positions, unrealized gains, P&L, portfolio P&L, show holdings, list positions, portfolio refresh, update portfolio, add property, update cash, add alternative, portfolio help. Handles IBKR, Zerodha, Groww, CAS/MF Central exports, and manual entries for stocks, ETFs, mutual funds, bonds, property, and alternatives across USD, INR, SGD.
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.