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.
Querying local SQLite index...
psy-psychiatry-visit-prep
by khalilbenazPrépare un rendez-vous chez le psychiatre avec symptômes, chronologie, traitements et questions prioritaires. Se déclenche aussi avec "rendez-vous psychiatre", "je vois mon psy(chiatre)", "consultation psychiatrique", "préparer mon rdv psy", ou toute mention de visite chez un psychiatre.
supplement-checker
by khalilbenazAnalyse de façon prudente l'usage d'un supplément, ses objectifs, ses effets gênants possibles et les questions à poser à un professionnel. À utiliser pour vitamines, plantes, probiotiques, oméga-3, moringa, magnésium et autres compléments. Se déclenche aussi avec "je prends du…", "complément alimentaire", "vitamine", "supplément", "plante médicinale", "est-ce que X est bon pour…".
writing-content-repurposer
by khalilbenazTransforme un contenu existant en plusieurs formats adaptés à différentes plateformes. À utiliser quand l'utilisateur veut recycler un article, une vidéo ou un podcast en posts sociaux, threads, newsletters, etc. Se déclenche aussi avec "transformer en post", "recycler mon contenu", "adapter pour LinkedIn", "thread Twitter", "résumé pour Instagram".
content-repurposer
by khalilbenazTransforme un contenu existant en plusieurs formats adaptés à différentes plateformes. À utiliser quand l'utilisateur veut recycler un article, une vidéo ou un podcast en posts sociaux, threads, newsletters, etc. Se déclenche aussi avec "transformer en post", "recycler mon contenu", "adapter pour LinkedIn", "thread Twitter", "résumé pour Instagram".
productivity-weekly-planner
by khalilbenazOrganise une semaine avec priorités, blocs de temps et objectifs. À utiliser quand l'utilisateur veut planifier sa semaine ou organiser ses tâches. Se déclenche aussi avec "planifier ma semaine", "organiser ma semaine", "to-do list", "planning hebdomadaire", "quoi faire cette semaine".
post-surgery-tracker
by khalilbenazSuit la récupération après une opération chirurgicale avec suivi des symptômes, douleurs, cicatrisation et rendez-vous. À utiliser quand l'utilisateur mentionne une opération récente ou une convalescence. Se déclenche aussi avec "après mon opération", "post-opératoire", "convalescence", "ma cicatrice", "j'ai été opéré", ou toute mention de récupération chirurgicale.
psy-grief-support
by khalilbenazAccompagne le deuil ou une perte significative avec écoute structurée et orientation vers du soutien. À utiliser quand l'utilisateur mentionne la perte d'un proche, une rupture, un deuil ou un sentiment de perte profonde. Se déclenche aussi avec "j'ai perdu quelqu'un", "décès", "deuil", "il/elle est mort(e)", "je n'arrive pas à faire mon deuil", "la perte de", ou toute mention de deuil ou de perte significative.
parenting-parent-self-care
by khalilbenazAide les parents épuisés à identifier leurs besoins et trouver du temps pour eux. Se déclenche aussi avec "je suis épuisé en tant que parent", "charge mentale", "je n'ai plus de temps pour moi", "parent fatigué", ou toute expression d'épuisement parental.
public-speaking-coach
by khalilbenazCoaching pour prise de parole en public avec préparation, gestion du stress et impact. Se déclenche avec "prise de parole", "public speaking", "conférence", "parler en public", "trac", "stress présentation".
communication-public-speaking-coach
by khalilbenazCoaching pour prise de parole en public avec préparation, gestion du stress et impact. Se déclenche avec "prise de parole", "public speaking", "conférence", "parler en public", "trac", "stress présentation".
pain-journal
by khalilbenazJournal de douleur chronique ou récurrente pour suivre localisation, intensité, déclencheurs et évolution. À utiliser quand l'utilisateur décrit des douleurs répétées, chroniques ou difficiles à expliquer. Se déclenche aussi avec "j'ai mal depuis longtemps", "douleur chronique", "la douleur revient", "mal de dos", "migraine", "douleurs articulaires", ou toute description de douleur persistante ou récurrente.
nginx-configurator
by khalilbenazConfiguration Nginx — reverse proxy, SSL/TLS, load balancing, caching et security headers. Se déclenche avec "Nginx", "nginx.conf", "reverse proxy", "SSL Nginx", "load balancer Nginx".
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.