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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microsoft Skill Add Global VariableAdd a global variable to a Copilot Studio agent. Use when the user needs a variable that persists across topics in the same conversation and can optionally be visible to the AI orchestrator.
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nvidia Bundle Nemoclaw Contributor OnboardPrepare a NemoClaw source checkout for compliant contribution through the repository's one-command setup and readiness doctor. Use when a new contributor asks to set up a development machine, prepare a checkout for a first PR, repair local contributor tooling, verify contributor readiness, launch the pinned coding agent, or decide whether optional runtime onboarding is needed. Trigger keywords - contributor setup, developer onboarding, first PR, dev setup, dev doctor, repair checkout, prepare development machine.
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nvidia Bundle Nemoclaw Maintainer Fix E2e FailuresFixes failures from automatic NemoClaw E2E runs on main through continuous maintainer coordination. Groups failures by root cause, assigns one PR to each cause, reviews peer changes, satisfies GitHub merge requirements, merges eligible PRs when authorized, and monitors new results. Use for continuous main E2E maintenance or coordinated multi-agent E2E maintenance. Do not use for manual E2E dispatch; use nemoclaw-maintainer-e2e instead.
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nvidia Bundle Nemoclaw Maintainer Validate LaunchableValidate the user-facing staging Brev Launchable deployment, NemoClaw image and runtime identity, onboarding, CLI behavior, and inference. Use when a maintainer asks to test the staging Launchable in the Brev web interface, provides a deployed Brev environment URL, hands a Launchable instance to Codex, or needs advisory web validation separate from automated Launchable E2E.
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nexscope-ai-ecommerce-skills Skill Ecommerce Subscription ModelE-Commerce Subscription Model
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josiahsiegel Bundle Plugin MasterComplete guide to Claude Code plugin development, architecture, directory layout, components, and marketplace publishing. PROACTIVELY activate for: (1) creating a plugin from scratch, (2) building or scaffolding a plugin, (3) writing plugin.json, (4) adding commands/agents/skills/hooks/MCP servers, (5) packaging code as a plugin, (6) publishing to a marketplace, (7) validating plugin structure, (8) marketplace.json registration, (9) cross-platform compatibility, (10) version and metadata sync. Provides: plugin schema, layouts, workflows, and publishing steps.
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josiahsiegel Skill Fal Model GuideComplete fal.ai model selection system. PROACTIVELY activate for: (1) Choosing image generation models (FLUX, SDXL), (2) Choosing video models (Kling, Sora, LTX), (3) Choosing audio models (Whisper, ElevenLabs), (4) Model quality vs speed comparison, (5) Cost optimization by model tier, (6) 3D generation models, (7) Model-specific parameters, (8) Development vs production model selection. Provides: Model comparison tables, decision trees, pricing tiers, performance benchmarks. Ensures optimal model selection for quality, speed, and cost.
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josiahsiegel Skill Fal Text To ImageComplete fal.ai text-to-image system. PROACTIVELY activate for: (1) FLUX.1/2 Pro/Dev/Schnell generation, (2) SDXL and Fast SDXL, (3) Image size presets (square_hd, landscape_16_9), (4) Guidance scale and inference steps, (5) LoRA model application, (6) Seed for reproducibility, (7) Batch generation (num_images), (8) Ideogram for text in images, (9) Recraft for design assets. Provides: Model endpoints, parameter reference, prompt engineering, quality vs speed trade-offs. Ensures optimal text-to-image generation.
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buzzbysolcex Skill Helius MCPHelius MCP — Intel Source #19 | L2 Filter
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buzzbysolcex Skill BankrdeployBankrDeploy — Buzz BD Agent Skill
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buzzbysolcex Skill Gmail OutreachGmail Outreach — Buzz BD Agent
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sanctifiedops Skill Solana Account ModelSolana Account Model
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josiahsiegel Bundle Fal Text To VideoComplete fal.ai text-to-video system. PROACTIVELY activate for: (1) Kling 2.0/2.5/2.6 Pro video generation, (2) Sora 2 for creative videos, (3) LTX Video with audio, (4) Runway Gen-3 Turbo for fast iteration, (5) Luma Dream Machine, (6) Video duration and aspect ratio, (7) Motion prompt engineering, (8) Camera movement keywords. Provides: Model endpoints, quality tiers, prompt structure, duration options. Ensures cinematic video generation with proper motion description.
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josiahsiegel Skill Fal Image To VideoComplete fal.ai image-to-video system. PROACTIVELY activate for: (1) Kling 2.5/2.6 Pro image animation, (2) MiniMax Hailuo with prompt optimizer, (3) LTX image-to-video, (4) Runway Gen-3 Turbo, (5) Luma Dream Machine with loop, (6) Stable Video Diffusion, (7) Motion description prompts, (8) Portrait/product animation workflows. Provides: Model endpoints, motion keywords, animation techniques, workflow examples. Ensures natural image animation with proper motion description.
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proffesor-for-testing Skill Qe Holistic Testing PactApply the Holistic Testing Model evolved with PACTS (Proactive, Autonomous, Collaborative, Targeted, Structured) principles. Use when designing comprehensive test strategies for Classical, AI-assisted, Agent based, or Agentic Systems building quality into the team, or implementing whole-team quality practices.
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bighardperson Bundle MCP SkillAuto-generated frontmatter
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boomsystel-code Bundle RAG Searchrag-search
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boomsystel-code Bundle AI Music PromptsAI music prompt templates and best practices for generating music with AI tools like Suno, Udio, Mureka, and others. Use when user needs to create music prompts, song ideas, or wants guidance on writing effective prompts for AI music generation. Includes bilingual prompt templates for various genres, mood descriptors, instrumentation guidance, and lyric writing tips. Also provides techniques for crafting specific musical outcomes and examples of well-structured prompts in Chinese and English.
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boomsystel-code Bundle Ml Model BuilderBuild ML models for construction predictions. Train and evaluate custom models for cost, duration, and risk prediction.
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boomsystel-code Bundle Multi Agent TeamMulti-Agent Team 多智能体协作系统(25位专家版)
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brite-nites Skill R8 OverrideDocuments the Linear MCP tool namespace convention. Use when explaining tool naming.
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huytieu Skill Loop Engineering 3Shared loop-engineering reference for COG skills - the agent loop, deterministic verifiers, termination conditions, in-loop context management, and named patterns. Invoke when designing or debugging a skill that iterates (search-verify-retry, scan-until-dry, fetch-retry-gate).
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wix Bundle Wix AuthAuthenticate with Wix to obtain an access token for calling Wix APIs. Use when an agent needs a valid Wix access token and has none, or when the stored token is expired.
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aisa-group Bundle Agent DevelopmentThis skill should be used when the user asks to 'create an agent', 'add an agent', 'write a subagent', 'agent frontmatter', 'when to use description', 'agent examples', 'agent tools', 'agent colors', 'autonomous agent', or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.
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aisa-group Skill RAG ImplementationBuild Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.
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aisa-group Bundle Prompt Engineering PatternsMaster advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.
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modu-ai Bundle Moai Formats Data 2Data format specialist covering TOON encoding, JSON/YAML optimization, serialization patterns, and data validation for modern applications. Use when optimizing data for LLM transmission, implementing high-performance serialization, validating data schemas, or converting between data formats.
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modu-ai Bundle Moai Library Mermaid 2Enterprise Mermaid diagramming skill for Claude Code using MCP Playwright. Use when creating architecture diagrams, flowcharts, sequence diagrams, or visual documentation.
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modu-ai Skill Moai Workflow ThinkingSequential Thinking MCP and UltraThink mode for deep analysis, complex problem decomposition, and structured reasoning workflows. Use when performing multi-step analysis, architecture decisions, technology selection trade-offs, breaking change assessment, or when --ultrathink flag is specified. Do NOT use for simple decisions or straightforward implementation tasks.
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modu-ai Bundle Moai Foundation ContextManages context window optimization, session state persistence, and token budget allocation for multi-agent workflows. Use when dealing with token budget management, context window limits, session handoff, state persistence across agents, or /clear strategies. Do NOT use for agent orchestration patterns (use moai-foundation-core instead).
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simplefarmer69 Skill Ac Inference Ollama 608AI inference skill: translate via ollama for natural language understanding and generation
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simplefarmer69 Skill Ac Airdrop Reservoir Base 260Autonomous NFT agent: detect wash trades on reservoir on base with budget caps and rarity filters
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simplefarmer69 Skill Ac Fair Launch Pump Fun Solana 213Fair launch agent: set up liquidity for pump.fun with anti-snipe and distribution controls
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zocomputer Bundle McporterWork with MCP servers directly
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zocomputer Bundle MCP BuilderGuide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
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sequenzia Skill Code SynthesizerSynthesizes exploration findings into unified analysis with deep investigation capabilities (shell commands, git history, dependency analysis) and completeness evaluation (converted from agent)
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 add-global-variable, nemoclaw-contributor-onboard, nemoclaw-maintainer-fix-e2e-failures. 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.