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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humaisali Skill X Twitter ScraperUse Xquik for X data workflows: tweet search, user lookup, follower export, media downloads, monitors, webhooks, REST API, MCP, SDK setup, and approval-gated account actions.
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diegosouzapw Bundle Chrome Devtools 4Chrome DevTools Agent workflow skill. Use this skill when the user needs Browser debugging, performance profiling, and automation via Chrome DevTools MCP. Use when user says "debug this page", "take a screenshot", "check network requests", "profile performance", "inspect console errors", or "analyze page load". Do NOT use for full E2E test suites (use playwright-skill) or non-browser debugging and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Fal Platform V2 2Fal Platform workflow skill. Use this skill when the user needs Platform APIs for model management, pricing, and usage tracking and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle RAG Engineer V3 2RAG Engineer workflow skill. Use this skill when the user needs Expert in building Retrieval-Augmented Generation systems. Masters and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Agent Memory Systems 3Agent Memory Systems workflow skill. Use this skill when the user needs "Memory is the cornerstone of intelligent agents. Without it, every and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle AI Agent Development 3AI Agent Development Workflow workflow skill. Use this skill when the user needs AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Amplitude Automation 3Amplitude Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Bitbucket Automation 3Bitbucket Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Context Fundamentals 4Context Engineering Fundamentals workflow skill. Use this skill when the user needs Context is the complete state available to a language model at inference time. It includes everything the model can attend to when generating responses: system instructions, tool definitions, retrieved documents, message history, and tool outputs and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Embedding Strategies 3Embedding Strategies workflow skill. Use this skill when the user needs Guide to selecting and optimizing embedding models for vector search applications and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Freshdesk Automation 3Freshdesk Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Instagram Automation 2Instagram Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle N8n MCP Tools Expert 2n8n MCP Tools Expert workflow skill. Use this skill when the user needs Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle One Drive Automation 2OneDrive Automation via Rube MCP workflow skill. Use this skill when the user needs Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Agent Evaluation 4Agent Evaluation workflow skill. Use this skill when the user needs Testing and benchmarking LLM agents including behavioral testing, and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Antigravity Workflows 3Antigravity Workflows workflow skill. Use this skill when the user needs Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Confluence Automation 3Confluence Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Convertkit Automation 3ConvertKit (Kit) Automation via Rube MCP workflow skill. Use this skill when the user needs Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Security Threat Model 3Threat Model Source Code Repo workflow skill. Use this skill when the user needs Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Use when the user asks to threat model a codebase or path, enumerate threats or abuse paths, or perform AppSec threat modeling. Do NOT use for general architecture summaries, code review, security best practices (use security-best-practices), or non-security design work and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Box Automation V2 2Box Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Box operations including file upload/download, content search, folder management, collaboration, metadata queries, and sign requests through Composio's Box toolkit and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Agent Memory MCP 3Agent Memory Skill workflow skill. Use this skill when the user needs A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Asana Automation 3Asana Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Canva Automation 3Canva Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Close Automation 3Close CRM Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Gmail Automation 2Gmail workflow skill. Use this skill when the user needs Lightweight Gmail integration with standalone OAuth authentication. No MCP server required and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle LLM App Patterns 2🤖 LLM Application Patterns workflow skill. Use this skill when the user needs Production-ready patterns for building LLM applications, inspired by Dify and industry best practices and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Slack Automation 2Slack Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Tdd Orchestrator 2tdd-orchestrator workflow skill. Use this skill when the user needs Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Wrike Automation 2Wrike Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Tactical Ddd 2Tactical DDD \u2014 Rich Domain Modeling workflow skill. Use this skill when the user needs Detects anemic domain models, validates and refactors them into rich domain models, and enforces tactical DDD patterns (Entities, Value Objects, Aggregates, Domain Services, Domain Events). Use when the user asks to validate, review, or check domain models or DDD code; detect anemia; refactor domain objects; improve encapsulation; or mentions terms like "anemic model", "rich domain", "aggregate", "value object", "domain event", "ubiquitous language", "is this good DDD", "does this follow DDD", or "check my domain". Do NOT use for module or service boundary design, architectural decomposition, strategic DDD context mapping, or code outside the domain layer (DTOs, controllers, infrastructure adapters) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Gitlab Automation 2GitLab Automation via Rube MCP workflow skill. Use this skill when the user needs Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Linear Automation 2Linear Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Monday Automation 2Monday.com Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Notion Automation 2Notion Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Reddit Automation 2Reddit Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw Bundle Sentry Automation 2Sentry Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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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 x-twitter-scraper, chrome-devtools, fal-platform-v2. 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.