Processing
Data transformation and parsing
repo-scan-2-jira
by ReGYChang
Scan a repo scope for actionable work items (bugs, TODO/FIXME, doc inconsistencies, performance/maintainability risks) and emit Jira-ready issues in a strict JSON schema. Use when asked to scan a specific module/path/page/route and produce evidence-backed Jira tickets.
test-generator
by fusionet24
Activates when generating unit tests, integration tests, or test cases for code
Backend Architect
by anorbert-cmyk
Backend Architect and Staff Engineer designing secure, scalable, modular systems with strong data modeling and observability.
ilspy-decompile
by carsten-j
Understand implementation details of .NET code by decompiling assemblies. Use when the user wants to see how a .NET API works internally, inspect NuGet package source, view framework implementation, or understand compiled .NET binaries.
universal-backend-testing
by wideGenesis
Comprehensive backend testing framework combining TDD, pytest patterns, test pyramid strategy, CI/CD integration, and workflow testing. Covers unit, integration, E2E testing with quality gates and observability.
metabot-chat
by metaid-developers
Manage group chat messages, send messages, and join groups on the MetaID network. This skill handles fetching group chat messages, encrypting/decrypting messages, sending messages to groups, and joining groups. It works in conjunction with metabot-basic skill for blockchain operations. Use when users want to: (1) Fetch group chat messages from a specified group, (2) Send messages to a group chat, (3) Join a group chat, (4) Have MetaBot Agents participate in group discussions based on topics, (5) 开启群聊/监听群聊/让 XX Agent 监听群聊信息 - Cursor/AI 必须直接帮用户执行启动脚本（一键即启动），除非用户明确要求手动启动，否则禁止仅输出命令让用户自行执行, (6) 对监听群聊内容进行具体 XX 场景的回复 - Cursor/AI 必须自动执行对应场景脚本. Requires Node.js >= 18.x.x, TypeScript, and metabot-basic skill as a dependency. Dependencies: crypto-js, meta-contract.
debrief
by codihaus
Customer requirements discovery, market research, and BRD creation. Use when: (1) Starting new project or feature, (2) Customer provides requirements or requests, (3) Processing customer questionnaire answers (--answers flag), (4) Generating BRD from research (--generate-brd flag)
weather
by chandima
Get current weather and forecasts (no API key required).
data-modeling
by Ippollo
Use when designing database schemas, adding tables/collections, choosing SQL vs NoSQL, writing migration scripts, or optimizing query performance via indexing. Covers normalization, relationship patterns, ORM best practices, and zero-downtime migrations.
shape-up-analysis
by tachun
Analyze a Shape Up pitch document alongside a codebase to identify risks, rabbit holes, and unknowns. Produces comprehensive kickoff analysis with bet confidence rating. Use when asked to "analyze this pitch", "review Shape Up pitch", "kickoff analysis", "identify risks in this pitch", "what are the rabbit holes", "assess this bet", "prepare project kickoff", "evaluate this pitch", or when starting a new Shape Up cycle and need to understand scope vs codebase reality.
Markout — Coding Agent Integration Guide
by richlander
Use [MarkoutIgnoreInTable] on properties that aren't tabular (metrics, breakdowns, callouts, trees) to prevent them from being treated as table columns.
json-api-mock-generator
by ehtbanton
Generate realistic JSON API mock response files with proper data types, nested structures, and configurable record counts. Triggers on "create mock API response", "generate JSON mock data", "fake API data for", "mock endpoint response".
pubmed-cli
by drpedapati
"Search PubMed, fetch article metadata, traverse citation graphs, and look up MeSH terms from the command line. Use when: (1) Searching PubMed with Boolean/MeSH queries, (2) Fetching article details by PMID (abstract, authors, DOI, MeSH terms), (3) Finding papers that cite a given article (cited-by), (4) Finding papers cited by a given article (references), (5) Finding related articles with relevance scores, (6) Looking up MeSH vocabulary (tree numbers, scope notes), (7) Exporting citations in RIS format for Zotero/EndNote, (8) Building reproducible literature review workflows, (9) Verifying document references against PubMed for accuracy and detecting fabricated citations."
cendoj-scraper
by cjescudero
Buscar resoluciones judiciales en CENDOJ mediante automatizacion con Playwright e interceptacion de red (sin extraer resultados del DOM). Usar cuando se necesite consultar sentencias por texto libre, tribunal, identificador ROJ o identificador ECLI, y devolver resultados estructurados en JSON desde scripts/scraper.py.
handoff-skill
by maxoreric
Agent 间任务交接的 Skill。当需要把任务交给另一个 Agent 时触发。触发词：交接、handoff、交给、让 xxx 来处理。
testing-unit-integration
by agdev
Expert guidance for writing clean, simple, and effective unit, integration, component, microservice, and API tests. Use this skill when reviewing existing tests for violations, writing new tests, or refactoring tests. NOT for end-to-end tests that span multiple processes - use testing-e2e skill instead. Covers AAA pattern, data factories, mocking strategies, DOM testing, database testing, and assertion best practices.
sixtyfour
by Mtjones2501
"People and company intelligence via the Sixtyfour AI API. AI research agents that read the live web — not static databases — to return structured, confidence-scored profiles. Use when you need to: (1) enrich a lead with full profile data (name, title, email, phone, LinkedIn, tech stack, funding, pain points — up to 50 custom fields), (2) research a company (team size, tech stack, funding rounds, hiring signals, key people), (3) find someone's professional or personal email address, (4) find phone numbers, (5) score/qualify leads against custom criteria with reasoning, (6) search for people or companies via natural language query, or (7) run batch enrichment workflows via API. NOT for: general web browsing, tasks unrelated to people/company data, or non-enrichment research."
idml
by sungkhum
"Comprehensive Adobe InDesign IDML creation, editing, and analysis. Use when working with .idml files to unpack, inspect, modify stories or spreads, preserve layout structure, validate packages, or generate IDML from InDesign exports."
stock-trading
by ZHXU98
This skill should be used when the user asks about stock/ETF analysis, investment strategy, technical analysis, fundamental analysis, risk management, market sentiment, portfolio review, trading decisions, NGA dragon method (龙头战法), or ETF trading. Triggers on keywords like "选股", "炒股", "ETF", "基金", "指数基金", "定投", "行业ETF", "宽基", "沪深300", "中证500", "创业板", "纳指", "黄金ETF", "溢价", "折价", "轮动", "帮我看看股票", "分析持仓", "行业龙头", "我的自选股", "技术分析", "基本面", "K线", "MACD", "RSI", "估值", "仓位", "止损", "A股", "美股", "港股", "龙头战法", "涨停", "连板", "首板", "情绪周期", "冰点", "高潮", "板块联动", "扫股", "推荐股票", "stock analysis", "stock picking", "ETF scan", "index fund", "portfolio".
lead-enrichment
by aspenas
Enrich contact and lead records with LinkedIn profiles, email addresses, company data, and education info. Use when asked to "enrich contacts", "fill in missing data", "find emails for leads", "complete lead profiles", "look up company info", or any bulk data completion task for CRM records.
stock-dividend
by AIsa-team
'Analyze read-only dividend metrics for stocks via AIsa API. Provides yield, payout ratio, growth CAGR, safety score, income rating, and Dividend Aristocrat/King status without placing trades, making purchases, or managing brokerage accounts. Use when: the user needs market data, stock analysis, dividend research, or read-only financial data workflows.'
aholiab-seo
by christopheraaronhogg
Provides expert SEO analysis, technical SEO audit, and search optimization assessment. Use this skill when the user needs SEO review, meta tag audit, structured data evaluation, or search visibility assessment. Triggers include requests for SEO audit, search optimization review, or when asked to evaluate a site's search engine readiness. Produces detailed consultant-style reports with findings and prioritized recommendations — does NOT write implementation code.
fastapi
by ederheisler
"Build Python APIs with FastAPI, Pydantic v2, and SQLAlchemy 2.0 async. Covers project structure, JWT auth, validation, and database integration with uv package manager. Prevents 7 documented errors. Use when: creating Python APIs, implementing JWT auth, or troubleshooting 422 validation, CORS, async blocking, form data, background tasks, or OpenAPI schema errors."
travel-search-ru
by MissiaL
Search flights via Aviasales, tours via Travelata + Level.Travel, and excursions via Sputnik8 with real prices and booking links. Use when the user asks about travel, flights, airfare, hotels, tours, excursions, vacations, or trip planning.