AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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mayurrathi Skill Pagerduty AutomationAutomate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.
- mayurrathi Skill Langchain Architecture
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...
- mayurrathi Skill Telegram Automation
Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.
- mayurrathi Skill Confluence Automation
Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
- mayurrathi Skill Convertkit Automation
Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.
- mayurrathi Skill Dotnet Backend Patterns
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...
- mayurrathi Skill Freshservice Automation
Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.
- mayurrathi Skill Google Drive Automation
Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...
- mayurrathi Skill Googlesheets Automation
Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
- mayurrathi Skill Salesforce Automation
Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.
- mayurrathi Skill Microsoft Teams Automation
Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.
- mayurrathi Skill Startup Financial Modeling
This skill should be used when the user asks to \\\"create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estimate runway", "model cash flow", or requests 3-5 year financial planning for a startup.
- mayurrathi Skill LLM Application Dev AI Assistant
You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur
- mayurrathi Skill Agent Orchestration Improve Agent
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
- mayurrathi Skill Vector Database Engineer
Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar
- mayurrathi Skill Activecampaign Automation
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
- mayurrathi Skill Autonomous Agent Patterns
Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...
- mayurrathi Skill Error Debugging Multi Agent Review
Use when working with error debugging multi agent review
- mayurrathi Skill Context Window Management
Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...
- mayurrathi Skill Multi Agent Brainstorming
Use this skill when a design or idea requires higher confidence, risk reduction, or formal review. This skill orchestrates a structured, sequential multi-agent design review where each agent has a strict, non-overlapping role. It prevents blind spots, false confidence, and premature convergence.
- mayurrathi Skill Outlook Calendar Automation
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
- mayurrathi Skill Prompt Engineering Patterns
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio...
- mayurrathi Skill Voice AI Engine Development
Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support
- mayurrathi Skill LLM Application Dev Langchain Agent
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
- mayurrathi Skill LLM Application Dev Prompt Optimize
You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati
- mayurrathi Skill Hybrid Search Implementation
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
- mayurrathi Skill Agent Orchestration Multi Agent Optimize
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
- mayurrathi Skill Google Calendar Automation
Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...
- mayurrathi Skill Startup Business Analyst Financial Projections
Create detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios
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dozerojeong Skill Systematic Debugging버그, 테스트 실패, 또는 예상치 못한 동작을 만났을 때, 수정 제안 전에 반드시 사용하세요.
- dozerojeong Bundle API Design Principles
직관적이고 확장 가능하며 유지보수가 용이한 REST 및 GraphQL API 설계 원칙. 새로운 API 설계, API 사양 검토 또는 팀 내 설계 표준 확립이 필요할 때 사용하세요.
- dozerojeong Skill Backend Security Coder
입력 검증, 인증 및 API 보안을 전문으로 하는 안전한 백엔드 코딩 구현 및 리뷰 전문가. 백엔드 보안 구현이나 보안 코드 리뷰 시 선제적으로 사용하세요.
- dozerojeong Skill Python Testing Patterns
pytest, fixtures, mocking, 테스트 주도 개발(TDD)을 활용하여 포괄적인 테스트 전략을 구현합니다. Python 테스트 작성, 테스트 스위트 설정 또는 테스트 모범 사례 구현 시 사용합니다.
- dozerojeong Skill Antigravity Orchestrator
여러 스킬들을 효율적으로 조합하고 상황에 맞게 에이전트(Antigravity)에게 적용하기 위한 메타 오케스트레이션 스킬입니다.
- dozerojeong Skill Python Backend Architect
견고하고 확장 가능한 파이썬 백엔드 시스템 설계 및 구현을 위한 전문가 스킬입니다. 시스템 아키텍처, 비동기 처리, 데이터 엔지니어링, 클라우드 연동을 포괄합니다.
- dozerojeong Skill Kafka Streaming Architect
Apache Kafka를 활용한 이벤트 기반 아키텍처 설계, 구현 및 운영을 전문으로 하는 아키텍트입니다.
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include Pagerduty Automation, Langchain Architecture, Telegram Automation. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.