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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israeli-export-shipping-kit
by skills-ilGenerate the full export document set for Israeli exporters: commercial invoice (HE+EN), packing list, bill of lading / AWB / CMR, proforma, and origin documents (EUR.1, invoice origin declaration, US-Israel Origin Invoice Declaration, CIFTA Form B239). Use when user asks about exporting from Israel, Incoterms (FOB, CIF, DDP, EXW), EUR.1 certificate, approved exporter status, US-Israel FTA certificate of origin, commercial invoice template, or packing list. Do NOT use for import calculations (use israeli-customs-duty-calculator) or domestic VAT bookkeeping (use il-invoice-organizer).
israeli-corporate-tax-strategy
by skills-ilStrategic tax analysis for Israeli company owners (baalei shlita) comparing salary, dividends, shareholder loans, and management fees as profit extraction methods. Use when user asks about paying personal tax from company funds, dividend vs salary comparison, shareholder loan tax implications, Section 3(tet) deemed interest, corporate profit extraction strategy, halokat dividendim, mashichat rvaachim, or baal shlita tax planning. Calculates total tax burden across methods, identifies optimal strategy based on assessment amount and company structure, and verifies compliance with Israeli Tax Authority rules. Prevents costly extraction mistakes by analyzing withholding, Bituach Leumi, surtax, and corporate tax interactions. Do NOT use for VAT reporting (use israeli-vat-reporting), payroll processing (use israeli-payroll-calculator), annual tax return filing (use israeli-tax-returns), or crypto tax (use israeli-crypto-tax-reporter).
israeli-tax-withholding
by skills-ilIsraeli tax withholding (nikui mas bemakor) rates, certificates, and calculations. Use when user asks about withholding tax, "nikui mas", withholding certificates, "ishur nikui", tax coordination (tium mas), or needs to calculate withholding amounts. Covers payments to suppliers, freelancers, landlords, and cross-border payments. Do NOT use for employee payroll tax (see israeli-payroll-calculator) or VAT reporting.
israeli-smart-saver
by skills-ilSave money in Israel through smart shopping, cashback optimization, subscription auditing, and deal hunting. Covers Zap.co.il price comparison, BuyMe gift card strategies, Cashback.co.il and Cashdo rebate programs, credit card perks maximization (Visa Cal, Max, Isracard), loyalty program stacking, seasonal sale timing, and recurring expense optimization. Use when user asks about "lachsoch kesef", saving money in Israel, Israeli coupons, cashback, "hashvaat mechirim", subscription audit, "kamah ani meshalem", credit card benefits, "hotza'ot", reducing expenses, or smart shopping tips. Helps Israelis reduce monthly spending by identifying unnecessary subscriptions, switching to cheaper alternatives, and maximizing cashback on everyday purchases. Do NOT use for investment advice (use israeli-pension-advisor), mortgage comparison (use israeli-mortgage-comparator), or grocery price comparison (use israeli-grocery-price-intelligence).
israeli-coupon-code-finder
by skills-ilHunt for currently-valid discount and coupon codes for an Israeli online-store checkout, verify each candidate, and return one ranked summary instead of asking five chatbots the same question. Runs a fixed Israeli source map (coupon aggregators, cashback platforms, credit-card benefit hubs, gift-card stacking, store-direct levers, seasonal sale windows) plus a Hebrew search playbook, then checks every candidate for expiry, minimum cart, new-customer-only, and stacking rules. Use when a user is about to buy on an Israeli store and asks to find coupon codes, a discount code, kod kupon, kupon hanacha, or 'is this coupon site legit'. Never invents codes: it only reports codes found via live web search, each with source and date. Do NOT use for ongoing savings strategy or cashback-account setup (israeli-smart-saver), cross-store price comparison (israeli-product-price-comparator), or grocery prices (israeli-grocery-price-intelligence).
il-invoice-organizer
by skills-ilParse and organize Hebrew invoices for Israeli bookkeeping: VAT 1/6 extraction, Tax Authority expense categories, Osek Murshe/Patur recognition, and accountant-ready export. Use when user asks about organizing invoices, cheshbonit, expense categorization, sivug hotza'ot, VAT extraction from totals, Osek Murshe vs Osek Patur rules, or preparing documents for their accountant (ro'eh cheshbon). Supports Hebrew OCR text parsing and automatic categorization per Tax Authority standards. Do NOT use for invoice generation (use israeli-e-invoice instead) or for VAT report filing (use israeli-vat-reporting instead).
israeli-customs-duty-calculator
by skills-ilClassify products into Israeli 8-digit HS codes and calculate full landed cost for imports to Israel: customs duty, VAT 18%, and purchase tax (mas kniya). Use when user asks about Israel import tax, personal import threshold, customs duty on an online order from Amazon/AliExpress, FTA preferences from US/EU/UK/Canada, Shaar Olami tariff lookup, or the cost of bringing goods into Israel. Do NOT use for domestic VAT bookkeeping (use israeli-vat-reporting) or for export documentation (use israeli-export-shipping-kit).
israeli-employee-tax-refund
by skills-ilWalk salaried Israeli employees through the voluntary tax-refund process with Reshut HaMisim. Reads Form 106, detects refund triggers (job change, unemployment, maternity leave, reserve duty, Section 46 donations, yishuv mezakeh, missed credit points, disability, alimony, early keren hishtalmut withdrawal), estimates the refund using 2026 brackets and credit-point values, generates a per-trigger document checklist, and fills Form 135 or routes the user to the online refund portal. Knows the 6-year window (Section 160 ITO). Use when a salaried employee asks about Israeli tax refund, החזר מס לשכירים, טופס 135, miluim refund, or refunds for previous tax years. Do NOT use for self-employed Form 1301 filers (use israeli-tax-returns), payroll math (use israeli-payroll-calculator), stock options (use israeli-stock-options-tax), crypto (use israeli-crypto-tax-reporter), or VAT (use israeli-vat-reporting).
israeli-freelancer-ops
by skills-ilManage daily operations for Israeli freelancers (osek murshe, osek patur) - invoice aging with collection reminders, utility bill collection via browser automation, tax deadline alerts (VAT, Bituach Leumi, mkdamot, annual report), osek patur threshold monitoring, and organized accountant packages (havila). Use when a freelancer needs help tracking invoices, preparing documents for their accountant, monitoring their osek patur revenue ceiling, or staying on top of Israeli tax filing deadlines. Prevents missed VAT filings (which trigger automatic penalties), forgotten invoice follow-ups, and disorganized handoffs to accountants. Do NOT use for VAT return preparation (use israeli-vat-reporting), e-invoice generation (use israeli-e-invoice), or payroll/employee management.
israeli-price-quote-generator
by skills-ilGenerate compliant Hebrew price quotes (hatzaat mechir / הצעת מחיר) for Israeli freelancers and small businesses. Use when user asks to create a price quote, quote a client, build a pre-sale proposal with VAT, send a hatzaat mechir, or draft a הצעת מחיר. Covers 18% VAT math (or VAT-exempt for oseik patur), validity period (תוקף ההצעה), payment terms aligned with Chok Moser Tashlumim leSapakim 5777-2017 (the Late Payment Law: shotef+30, max shotef+45 for SMB suppliers), oseik murshe vs oseik patur header rules, escalation and cancellation clauses, Bit/PayBox/bank transfer payment details, and bilingual HE/EN layout. Outputs ready-to-send Hebrew markdown or printable HTML. Do NOT use for government tender proposals (use israeli-tender-proposal-builder), for generating actual tax invoices after the quote is accepted (use green-invoice), or for chasing unpaid invoices (use israeli-client-payment-chaser).
israeli-stock-options-tax
by skills-ilCalculate tax on stock options and RSUs for Israeli tech employees under Section 102. Use when user asks about option exercise tax, RSU taxation, startup exit proceeds, Section 102 tracks, trustee holding period, capital gains vs income track comparison, or 'how much tax on my options'. Walks through a detailed tax breakdown with net proceeds. Do NOT use for crypto tax (use israeli-crypto-tax-reporter), ESOP plan setup (use israeli-startup-toolkit), controlling shareholder profit extraction (use israeli-corporate-tax-strategy), annual tax returns (use israeli-tax-returns), or payroll (use israeli-payroll-calculator).
israeli-tax-returns
by skills-ilPrepare and file Israeli tax returns with Reshut HaMisim. Covers Form 1301 (individual), Form 1214 (corporate), Form 126 (employer salary), Form 856 (supplier payments), Form 6111 (financial statements), mikdamot (advance payments), Mas Shevach (real estate capital gains), and securities capital gains (Forms 1322/1325). Use when user asks about "doch shnati", "tax return Israel", "Form 1301", "Form 1214", "mas hachnasa", "mikdamot", "mas shevach declaration", "capital gains report", "nekudot zikui", "mas yesafim", or "דוח שנתי". Guides income classification, deductions, tax credits, surtax, deadlines, and SHAAM submission. Do NOT use for VAT reporting (use israeli-vat-reporting), withholding tax (use israeli-tax-withholding), crypto tax (use israeli-crypto-tax-reporter), payroll (use israeli-payroll-calculator), invoicing (use israeli-e-invoice), or Section 102 employee stock options (use israeli-stock-options-tax). This skill covers securities capital gains via Forms 1322/1325, not Section 102 equity grants.
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.