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.
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Connect 381,784 public skills to your own search, analytics, or agent workflow with the REST API.
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sap-tr
by BoxLogoDevThis skill handles SAP Treasury and Cash Management including liquidity forecasting, cash position reporting, bank statement processing, payment runs, house bank configuration, and treasury instruments. Use when user mentions TR, treasury, FF7A, FF7B, liquidity, cash position, FLQDB, FLQITEM, bank statement, MT940, FEBP, F110, house bank, FI12, payment method, DME, FLQC10, BCM, bank account management, One Exposure, cash forecast, planning level, check management, FCHI, bank communication.
sap-gts
by BoxLogoDevThis skill handles SAP GTS (Global Trade Services) tasks including export/import compliance, Sanctioned Party List screening, license management, customs declaration, HS code classification, Letter of Credit, preference determination, and Korea Customs Service (UNI-PASS) integration. Use when user mentions GTS, global trade, export, import, customs, HS code, commodity code, sanctioned party, SPL, denied party list, license, embargo, preference, customs declaration, UNI-PASS, 관세청, 수출입, 수출신고, 수입신고, HS코드, 통관, 원산지, FTA, Letter of Credit, L/C, sanctioned, trade compliance, ICM, embargo check.
sap-mm
by BoxLogoDevThis skill handles SAP MM (Materials Management) including purchase requisitions, purchase orders, goods receipts, invoice verification, inventory management, GR/IR clearing, material master, vendor evaluation, and period-end closing. Use when user mentions MM, purchasing, procurement, MIGO, MIRO, ME21N, ME23N, MB52, MR11, GR/IR, material master, inventory, stock, MRP, info record, outline agreement, MMPV, account determination, OBYC, movement type, physical inventory, batch management, valuation class.
sap-ewm
by BoxLogoDevThis skill handles SAP EWM (Extended Warehouse Management — S/4HANA modern replacement) including Warehouse Process Types, Warehouse Order (/SCWM/MON), Inbound/Outbound Processing, Wave Management (/SCWM/WAVE), Packing (/SCWM/PACK), RF Framework (/SCWM/RFUI), Physical Inventory (/SCWM/PI), Resource Management, Yard Management, Labor Management, and EWM-TM Integration. Covers Embedded EWM (S/4HANA on-premise/RISE) and Decentralized EWM. Use when user mentions EWM, 확장창고관리, extended warehouse, warehouse order, 창고오더, wave, 파도, packing, 패킹, RF, 핸드헬드, putaway strategy, 적치전략, yard management, 야드관리, embedded EWM, decentralized EWM, /SCWM, 웹 기반 작업자, 리소스 관리, 라벨 프린팅.
sap-wm
by BoxLogoDevThis skill handles SAP WM (Warehouse Management — ECC legacy module) including Warehouse Structure (LS01N/LS02N), Storage Type/Section/Bin (LS01/LS03N), Transfer Order (LT01/LT03/LT0E), Transfer Requirement (LB01/LB10), Picking/Putaway Strategies, WM-MM/SD Integration, Physical Inventory (LI01N/LI02N), and Decentralized WM (MWMII). Also covers ECC WM → S/4HANA migration (WM deprecated in S/4HANA; use EWM instead). Use when user mentions WM, 창고관리, warehouse, storage bin, 저장위치, transfer order, 이관오더, putaway, 입고적치, picking, 피킹, storage type, 저장유형, quant, decentralized WM, LS01N, LS03N, LT01, LB01, LI01N, MWMII.
sap-fi
by BoxLogoDevThis skill handles all SAP FI (Financial Accounting) tasks including document posting errors, account determination, period and year-end closing, vendor and customer master data, reconciliation accounts, tax configuration, withholding tax, special G/L transactions (down payments, guarantees), GR/IR management, foreign currency valuation, and asset accounting. Use this skill whenever the user mentions FI, GL, AP, AR, AA, FB01, F-02, FB60, MIRO, F110, period close, year-end, tax code, special G/L, down payment, GR/IR, asset, depreciation, AFAB, clearing, or posting error.
sap-ariba
by BoxLogoDevThis skill handles all SAP Ariba tasks including Sourcing (RFx, e-Auction), Contracts, Procurement (catalog, requisition, PR-to-PO), Supplier Lifecycle & Performance (SLP), Spend Analysis, Network (supplier collaboration), Buying & Invoicing, Guided Buying, integration with S/4HANA (CIG / Ariba Network Adapter), supplier onboarding, sourcing event creation, contract authoring, catalog management, Ariba Network IDs (ANID). Use whenever the user mentions Ariba, sourcing, RFx, e-auction, supplier lifecycle, Ariba Network, spend analysis, contract authoring, guided buying, ANID, or any Ariba module.
sap-sd
by BoxLogoDevThis skill handles SAP SD (Sales and Distribution) including sales order processing, delivery, billing, pricing, credit management, revenue recognition, and returns. Use when user mentions SD, sales order, VA01, VA02, VL01N, VF01, VF04, billing, delivery, pricing, condition type, credit check, FD32, revenue recognition, rebate, intercompany sales, consignment, returns, RMA, VKOA, output, NACE, account determination, copy control, partner function, schedule line, incompletion.
sap-ibp
by BoxLogoDevThis skill handles all SAP IBP (Integrated Business Planning) tasks including Demand Sensing, S&OP, Supply Planning, Inventory Planning, Response & Supply, Control Tower, Excel UI integration, planning algorithms, time series forecasting, master data integration with S/4HANA, BTP environment provisioning, ATP (Available-to-Promise) checks, multi-level planning, snapshots, version management, key figures, planning levels, planning operators, and SAP IBP Excel UI. Use this skill whenever the user mentions IBP, demand planning, supply planning, S&OP, sales and operations planning, demand sensing, inventory optimization, statistical forecasting, planning area, planning level, key figure, time-series, IBP Excel, BTP planning, response planning, ATP, or any IBP module question.
sap-pp
by BoxLogoDevThis skill handles SAP PP (Production Planning) including MRP, production orders, process orders, shop floor control, capacity planning, BOM management, routing, and PP-PI for process industries. Use when user mentions PP, MRP, MD01, MD04, production order, CO01, CO11N, MFBF, BOM, routing, work center, capacity, planned order, operation, confirmation, goods issue, backflush, MRP Live, MPS, demand management, scheduling, process order, PP-PI, KANBAN.
sap-co
by BoxLogoDevThis skill handles all SAP CO (Controlling) topics: cost center accounting, profit center accounting, internal orders, product costing, profitability analysis (CO-PA), assessment and distribution cycles, actual vs plan postings, settlement, and CO period-end closing. Use when user mentions CO, cost center, profit center, internal order, KSU5, KSV5, KO88, CK11N, CO-PA, COPA, assessment, distribution, settlement, variance, controlling area, allocation cycle, activity type, KSB1, KSB5, cost element, plan vs actual, product cost collector.
sap-abap
by BoxLogoDevThis skill handles all SAP ABAP development tasks: writing and debugging reports, function modules, classes, BAdIs, enhancement spots, user exits, ALV, SmartForms, Adobe Forms, CDS views, RAP (RESTful ABAP Programming Model), OData services, ABAP Unit testing, performance analysis, short dump resolution, and Clean Core migration planning. Use when user mentions ABAP, SE38, SE24, SE11, SE19, BAdI, enhancement, user exit, CDS, RAP, OData, short dump, ST22, SM21, performance, ALV, SmartForm, Adobe Form, function module, class, method, clean core, S/4HANA extension, ATC, ABAP Unit.
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.