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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tomevault-io Bundle Openspec Daem0n BridgeBridges OpenSpec (spec-driven development) with Daem0n-MCP memory - auto-imports specs, informs proposals with past outcomes, converts archived changes to learnings Use when this capability is needed.
- tomevault-io Bundle Aalmada Bookstore Copilot Custom Agent
Agent Customization Skill
- tomevault-io Bundle Rapid Flow Designer
Design rapid directional lighting scenes that read as lightning-bullet motion with controlled intensity. Use when creating high-velocity LED looks with scroll/scan carriers and safe duration/pacing constraints. Use when this capability is needed.
- tomevault-io Bundle Percolator
Percolator perpetual futures protocol development (Feb 2026). Educational research project for predictable risk management using profit-as-junior-claims model. Covers core risk engine (Rust), Solana programs, CLI tools, matcher development, testing, and formal verification. Alternative to traditional ADL with global coverage ratio and self-healing mechanics. Use when this capability is needed.
- tomevault-io Bundle Agentopology
Design, validate, scaffold, and visualize multi-agent topologies using the .at language Use when this capability is needed.
- tomevault-io Bundle Drawio Skill
Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/DL model figures (Transformer/CNN/LSTM), mind maps, or any visualization. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Best suited when the diagram needs custom styling, rich shape vocabulary, swimlanes, or exportable images (PNG/SVG/PDF/JPG). Generates .drawio XML and exports locally via the native draw.io desktop CLI.
- tomevault-io Bundle Using Agent Relay
Use when coordinating multiple AI agents in real-time - provides inter-agent messaging via MCP tools
- tomevault-io Bundle Aidb Architecture
Comprehensive architectural reference for AIDB core and MCP integration. Use when this capability is needed.
- tomevault-io Bundle Amiable Dev LLM Council Council Review
Council Code Review Skill
- tomevault-io Bundle Amiable Dev LLM Council Council Verify
Council Verification Skill
- tomevault-io Bundle Ml Serving
Model serving deploys ML models for predictions. This guide covers REST Use when this capability is needed.
- tomevault-io Bundle Gms MCP
GameMaker MCP workflow skills and command reference Use when this capability is needed.
- tomevault-io Bundle Andisab Swe Marketplace MCP Server Dev
MCP Server Creation
- tomevault-io Bundle Exploring Github
Explore and understand GitHub repositories using the gh CLI. Use when asked to browse repos, read files, search code, analyze issues/PRs/commits/releases, or understand codebases on GitHub. Replaces MCP-based GitHub tools with zero dependencies beyond gh. Use when this capability is needed.
- tomevault-io Bundle Intent Interview
Transform vague ideas into implementation-ready specifications through structured interviewing. Use when user describes a new feature/product idea, has a problem to solve, needs to document requirements, or says things like "帮我梳理需求", "interview me about this", "细化这个想法", "spec out this project". Produces two artifacts - intent.md (technical spec for code agents) and overview.md (human-friendly summary for team). Use when this capability is needed.
- tomevault-io Bundle Interview Writer
AI 采访式内容创作系统。不是人写，也不是 AI 自动写，而是 AI 分析后采访人再按人的风格写。通过问答不断沉淀用户画像（观点、写作风格、思考逻辑），持续迭代演进。支持博客、社交媒体、观点文章等场景。 Use when this capability is needed.
- tomevault-io Bundle Plugin Authoring
Use when creating, modifying, or debugging Claude Code plugins. Triggers on .claude-plugin/, plugin.json, marketplace.json, commands/, agents/, skills/, hooks/ directories. Provides schemas, templates, validation workflows, and troubleshooting.
- tomevault-io Bundle Pr Best Practices
Enforces safe and consistent PR/fix workflows with automatic detection of repo-specific tooling. Use when creating PRs, fixing CI failures, preparing commits for review, or ensuring code quality before pushing. Use when this capability is needed.
- tomevault-io Bundle Laravel Database Optimization
Laravel database optimization patterns. Use when writing Eloquent queries, creating migrations, configuring caching, debugging slow queries, or optimizing database performance. Triggers on tasks involving N+1 queries, indexing, Redis caching, pagination, or database transactions. Use when this capability is needed.
- tomevault-io Bundle Copilot Instructions
Use quando precisar criar ou atualizar instruções do Copilot CLI — copilot-instructions.md, SKILL.md, .agent.md ou arquivos de instrução por caminho. Use when this capability is needed.
- tomevault-io Bundle Atomicbot AI Atomic Agent Atomic Agent
eval-ping
- tomevault-io Bundle Web Test
Execute tests from persistent test cases. Reads ./tests/ directory, runs cleanup, wallet setup (if Web3), executes tests, and generates report. Use when this capability is needed.
- tomevault-io Bundle Setup Wallet
This skill should be used when the user asks to "set up a wallet for Clawbook", "fund my agent wallet", "get BSV for posting", "configure wallet for on-chain social", or needs to prepare a BSV wallet for posting on Clawbook Network. Use when this capability is needed.
- tomevault-io Bundle Bananayong Agent Sandbox Codex Discuss
Codex Discuss
- tomevault-io Bundle Builder UX
Builder user experience systems for Three.js building games. Use when implementing prefab/blueprint save/load, undo/redo command patterns, ghost preview placement, multi-select, or copy/paste building mechanics. Covers the UX layer that makes building feel responsive and intuitive. Use when this capability is needed.
- tomevault-io Bundle Marvinrez UX Wise Agent UX Wise Agent
UX Wise AI — Agent
- tomevault-io Bundle Masaomi Kairoschain 2026 Kairos Chain
KairosChain - Self-Amendment MCP Server Framework
- tomevault-io Bundle Operating In Agent Sandbox
Read this when you are an AI coding agent running inside an Agent Sandbox container. Explains the network proxy, allowlist policy, filesystem/git constraints, how to discover your own limits from the read-only .agent-sandbox directory, and what to do when a request fails with "Blocked by proxy policy" (HTTP 403) or a direct connection is refused. Use it before fighting a network/permission error or concluding a tool is broken. Use when this capability is needed.
- tomevault-io Bundle Agent Mail
Multi-agent coordination with Agent Mail MCP. Use when registering agents, reserving files, sending messages, coordinating with other agents, or when the user mentions "agent mail", "coordination", "file reservation", or "multi-agent". Use when this capability is needed.
- tomevault-io Bundle Melsaeed276 Flutter Agent Skills Dart
Skill: Dart for Flutter
- tomevault-io Bundle Melsaeed276 Flutter Agent Skills Data
Data Skills
- tomevault-io Bundle Alignment Review
Review code changes for bugs and alignment with OpenEnv principles and RFCs. Use when reviewing PRs, checking code before commit, or when asked to review changes. Implements two-tier review model. Use when this capability is needed.
- tomevault-io Bundle Microsoft Agent Academy Agent Academy
Agent Academy Mission Builder
- tomevault-io Bundle Deep Learning Python
Guidelines for deep learning development with PyTorch, Transformers, Diffusers, and Gradio for LLM and diffusion model work. Use when this capability is needed.
- tomevault-io Bundle Check App Stats
このアプリの利用統計を確認（Cognitoユーザー数、AgentCore呼び出し回数、Bedrockコスト、Tavily API残量） Use when this capability is needed.
- tomevault-io Bundle Chatgpt App Sdk
WHEN building ChatGPT apps using the OpenAI Apps SDK and MCP; create conversational, composable experiences with proper UX, UI, state management, and server patterns. Use when this capability is needed.
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 openspec-daem0n-bridge, aalmada--bookstore--copilot-custom-agent, rapid-flow-designer. 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.