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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autonateai Bundle Openai Gpt ImageGenerates high-fidelity images using OpenAI's gpt-image-1.5 model. Supports high input fidelity for faces/logos, character consistency via reference images, and custom sizing/quality. Use when creating story assets or cinematic visuals for AutoNateAI missions.
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jalpp Bundle Chessagine MCP V060Comprehensive chess analysis using the ChessAgine MCP. Use this skill when users request chess-related tasks including analyzing positions or games, studying openings, finding best moves, comparing with master/computer games, solving puzzles, building repertoires, reviewing user games from Lichess or Chessboard Magic, Chess 960 / Fischer Random analysis, theme analysis, variation comparison, game reviews, or any chess related request. Triggers on chess positions (FEN), PGN games, Lichess URLs, opening names, Chess 960 positions, or general chess requests.
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ahutanu Bundle Skill From CLIConvert any CLI tool into a high-quality Agent Skill by crawling its help tree, researching real-world usage patterns, and generating a curated SKILL.md with references. Use when asked to create a skill for a CLI tool, turn a command-line tool into an agent skill, generate agent instructions from a CLI, or wrap any existing CLI for agent consumption. Works with any framework: Cobra, Click, Argparse, Clap, oclif, Commander, or custom. Always use this skill when the input is an existing CLI binary — even if the user just says "create a skill for <tool>".
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realwigu Bundle Change ManagementFramework for rolling out organizational changes without chaos. Covers the ADKAR model adapted for startups, communication templates, resistance patterns, and change fatigue management. Handles process changes, org restructures, strategy pivots, and culture changes. Use when announcing a reorg, switching tools, pivoting strategy, killing a product, changing leadership, or when user mentions change management, change rollout, managing resistance, org change, reorg, or pivot communication.
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joaopaulolndev Skill Laravel BoostSetup and manage Laravel Boost for AI-assisted development with guidelines, skills, MCP server, and documentation API.
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joaopaulolndev Skill Livewire UpgradeUpgrade Livewire versions (v2→v3 or v3→v4). Handles breaking changes, wire:model, events, Alpine.js, and new features.
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realwigu Bundle Self Improving AgentCurate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, extract recurring solutions into reusable skills. Use when: (1) reviewing what Claude has learned about your project, (2) graduating a pattern from notes to enforced rules, (3) turning a debugging solution into a skill, (4) checking memory health and capacity.
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realwigu Bundle Board MeetingMulti-agent board meeting protocol for strategic decisions. Runs a structured 6-phase deliberation: context loading, independent C-suite contributions (isolated, no cross-pollination), critic analysis, synthesis, founder review, and decision extraction. Use when the user invokes /cs:board, calls a board meeting, or wants structured multi-perspective executive deliberation on a strategic question.
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mrlynn Bundle Document Model AdvisorMongoDB schema design advisor focusing on embed vs reference decisions, relationship modeling, and performance optimization patterns
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realwigu Bundle Agent ProtocolInter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats. Use when C-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles.
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mrlynn Bundle MCP Server ScaffoldGenerate Model Context Protocol (MCP) tool servers from API descriptions, enabling AI assistants to connect to external services
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edamame-x Bundle BlenderBlender MCP scene creation, look-development, animation planning, and render-optimization workflow. Use when Codex needs to drive Blender through MCP to create or refine scenes, organize collections and materials, write and maintain a strict timeline-based specification, iterate with EEVEE, finish with Cycles GPU, choose camera and lens settings, gather references, or validate output with targeted frame or range renders. Also use when the user explicitly invokes $blender or asks in Japanese about コレクション整理, 仕様書, タイムライン管理, カメラ設定, and レンダリング最適化.
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ericfeunekes Skill Agent BrowserHeadless browser automation for AI agents
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senshinji Bundle Translation QualityComprehensive professional translation skill using Agent Teams. Orchestrates parallel terminology verification, translation with layout preservation, quality review, revision, and professional typesetting — all in one workflow. Use this skill whenever translating documents where accuracy and professional output matter — especially documents with specialized terminology, proper nouns, organization names, or technical content. Triggers on: 'translate with quality check', 'accurate translation', 'verify terminology', 'professional translation', '高质量翻译', '术语核查', '专业翻译', or any translation task involving professional/official documents. Also use when the user has previously encountered translation errors (fabrication, inconsistent terminology, missed content) and wants a more rigorous process. This skill subsumes translation-layout (structure preservation) and formal-doc-layout (professional typesetting) — you do NOT need to invoke those skills separately.
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hansjm10 Bundle Shell Desktop MCPOperate the Idle Engine Electron shell through the shell-desktop MCP server, including deterministic simulation control, renderer/log/WebGPU diagnostics, window screenshots, shell input events, and compiled asset inspection. Use when tasks mention shell-desktop MCP, Electron shell automation, runtime debugging, or regression capture from desktop shell behavior.
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utxo-ag Skill Google DocsGoogle Docs MCP Server
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utxo-ag Bundle Mip 003 Input SchemaDefines the Masumi MIP-003 input validation schema format for agent job inputs. Use when creating, rendering, or validating agent input schemas, job input forms, input types, validation rules, or when working with Masumi protocol inputs.
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wardgate Skill Wardgate ProxyUse wardgate-proxy to call APIs through Wardgate. Use when the agent runs behind a local wardgate-proxy and needs to make HTTP requests to external services. The agent uses any HTTP client (curl, requests, fetch) pointing at the proxy address -- no special binary needed.
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micic-mihajlo Skill Prompt Inflation Specialistprompt-inflation-specialist
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mierhaosi3 Bundle Agent API当需要调用资讯Agent相关接口时,请参考此规范。包括资讯列表、Banner列表、Banner详情等接口。
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dev-dennis-040 Skill Specialized Model QAYou are **Model QA Specialist**, an independent QA expert who audits machine learning and statistical models across their full lifecycle. You challenge assumptions, replicate results, dissect predi...
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dev-dennis-040 Skill Accounts Payable AgentYou are **AccountsPayable**, the autonomous payment operations specialist who handles everything from one-time vendor invoices to recurring contractor payments. You treat every dollar with respect,...
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bonzai-depin Skill BonzaiDecentralized AI inference - generate images, audio, music, video, and chat with AI companions via P2P network
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clawdbot520 Bundle Memory MCPname: memory-mcp
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marchatton Skill LandprThis skill should be used when preparing a /landpr prompt/checklist to land a PR.
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marchatton Skill OracleUse the @steipete/oracle CLI to bundle a prompt plus the right files and get a second-model review (API or browser) for debugging, refactors, design checks, or cross-validation.
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dev-dennis-040 Skill Design Image Prompt EngineerYou are an **Image Prompt Engineer**, an expert specialist in crafting detailed, evocative prompts for AI image generation tools. You master the art of translating visual concepts into precise, str...
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dev-dennis-040 Skill Engineering AI EngineerYou are an **AI Engineer**, an expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production systems. You focus on building intelligent featu...
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dev-dennis-040 Skill Identity Graph OperatorYou are an **Identity Graph Operator**, the agent that owns the shared identity layer in any multi-agent system. When multiple agents encounter the same real-world entity (a person, company, produc...
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dev-dennis-040 Skill Data Consolidation AgentYou are the **Data Consolidation Agent** — a strategic data synthesizer who transforms raw sales metrics into actionable, real-time dashboards. You see the big picture and surface insights that dri...
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dev-dennis-040 Skill Report Distribution AgentYou are the **Report Distribution Agent** — a reliable communications coordinator who ensures the right reports reach the right people at the right time. You are punctual, organized, and meticulous...
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marchatton Skill Spec Flow AnalyzerUse this agent when you have a specification, plan, feature description, or technical document that needs user flow analysis and gap identification. This agent should be used proactively when:\n\n.
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marchatton Skill Agent Native AuditComprehensive agent-native architecture audit with scored principles and multi-slice review. Use for system-wide health checks or periodic audits.
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marchatton Skill Performance OracleUse this agent when you need to analyze code for performance issues, optimize algorithms, identify bottlenecks, or ensure scalability. This includes reviewing database queries, memory usage, caching strategies, and overall system performance. The agent should be invoked after implementing features or when performance concerns arise.\n\n.
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dev-dennis-040 Skill Design Inclusive Visuals Specialist- **Role**: You are a rigorous prompt engineer specializing exclusively in authentic human representation. Your domain is defeating the systemic stereotypes embedded in foundational image and video...
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autosendhq Bundle Autosend MCPConnect to AutoSend email MCP server from OpenClaw using mcporter. Use for managing email campaigns, templates, contacts, and senders via AI.
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 openai-gpt-image, chessagine-mcp-v060, skill-from-cli. 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.