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 Wyattowalsh Agents OrchestratorOrchestration: Subagents, Agent Teams & Parallel Execution
- tomevault-io Bundle Tauri MCP Testing
E2E testing expert for Tauri applications using Tauri MCP server. Use when testing running Tauri apps - session management, webview interaction, IPC verification, screenshot capture, and debugging. ALWAYS use tauri_* tools, NEVER Chrome DevTools MCP for Tauri apps. Use when this capability is needed.
- tomevault-io Bundle Sdd Tasks
Generate TDD task breakdown for SDD workflow. Use when breaking down design into implementable tasks with test-first approach. Invoked via /sdd-tasks <feature-name>. Use when this capability is needed.
- tomevault-io Bundle LLM Backend
LLMバックエンド設定やマルチLLMモードの設定時に使用。Claude/Gemini/Copilot/OpenCodeの切り替えやワーカー個別設定時に参照。 Use when this capability is needed.
- tomevault-io Bundle Implementation
Execute implementation tasks with different approaches (single, dual-agent, plan-based). Use when this capability is needed.
- tomevault-io Bundle Zelk Oss Ocean Flow Train Model
What this skill does
- tomevault-io Bundle Ulmemory CLI
Use when working with Ultramemory hybrid memory system, storing/retrieving information, managing multi-agent memory operations, web research with Tavily, or scheduling automated tasks
- tomevault-io Bundle N8n CLI From MCP
Convert an MCP server or Claude Code skill into an n8n workflow. Moves agent capabilities into n8n to run on a schedule or webhook without an agent. Use when productizing an MCP-driven prototype. Use when this capability is needed.
- tomevault-io Bundle Aannoo Hcom Hcom Agent Messaging
hcom — multi-agent communication for AI coding tools
- tomevault-io Bundle Worktree Agent
Coordinate multiple AI agents working in parallel using git worktree. Use when setting up parallel development across multiple worktrees or coordinating agent work. Use when this capability is needed.
- tomevault-io Bundle MCP Inspector
MCP Protocol Inspection and Debugging with Inspector CLI Use when this capability is needed.
- tomevault-io Bundle Karpathy Mode
This skill should be used to enforce a disciplined coding workflow that avoids common LLM mistakes. It applies when writing code, implementing features, or when the user says /karpathy, /k-mode, or asks for "careful", "disciplined", or "minimal" implementation. Enforces assumption surfacing, simplicity-first coding, surgical changes, and test-driven execution. Use when this capability is needed.
- tomevault-io Bundle Dtinit
Initialize AI project context for any codebase. Detect the real stack, generate or update CLAUDE.md, AGENT.md, Copilot instructions, bootstrap canonical .ai/skills, and for Claude Code projects generate a project-level PostToolUse hook for project-skill mirror refresh. Use when this capability is needed.
- tomevault-io Bundle Red Team Tribunal
Multi-agent adversarial verification system. Use when you need thorough code review, security auditing, or quality validation. Spawns three specialized agents (Skeptic, User Proxy, Optimizer) that must reach consensus before code can be approved. Use when this capability is needed.
- tomevault-io Bundle Admin Groups
Explain and manage group membership, manager inheritance, special groups, and canonical group.yaml storage as an admin. Use when this capability is needed.
- tomevault-io Bundle A2a Protocol
Use this skill when the user asks about A2A (Agent-to-Agent) protocol communication, OASF record formats, AGNTCY directory operations, agent card parsing, or dirctl CLI usage. It provides comprehensive reference material for A2A integrations.
- tomevault-io Bundle Ace
Ace - Agent Creates Everything. Persistent state, parallel execution, atomic commits. Use when this capability is needed.
- tomevault-io Bundle Executing Tasks
Executes structured tasks from docs/tasks/ with phase-by-phase workflow. Use when user says "execute task", "run task", or provides task path. Reads CONTEXT.md for state, delegates phases to developer-agent, updates progress automatically. Use when this capability is needed.
- tomevault-io Bundle Aiguicai MCP Gateway MCP Gateway
Chat Plus Adapter Debugger
- tomevault-io Bundle Bdi Mental States
This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent", or mentions BDI ontology, mental state modeling, rational agency, or neuro-symbolic AI integration. Use when this capability is needed.
- tomevault-io Bundle Am2rican5sdd Workflow
Orchestrate the full spec-driven development lifecycle through four phases (Specify, Plan, Implement, Validate). Supports three rigor levels and lightweight mode for small changes. Use when user says "spec driven development", "SDD workflow", "specify then implement", "spec first development", "write spec then build", or "develop with specification". Do NOT use for writing specs only (use spec-writer) or for validating existing code against specs (use spec-validator agent directly). Use when this capability is needed.
- tomevault-io Bundle Lucia Auth
Build production-ready web authentication using Lucia Auth and The Copenhagen Book patterns. Use when users ask to "add auth", "implement authentication", "setup login", "add sessions", "password reset", "verify email", "implement OAuth", "add 2FA/MFA", "add passkeys", "password hashing", or reference "lucia auth" or "the copenhagen book". Default to a production baseline for browser-based web apps, not a demo-only login flow. Use when this capability is needed.
- tomevault-io Bundle Auto Plan
ALWAYS INVOKE when user asks to plan, create a plan, or needs a development plan - spawns plan-forge agent in background Use when this capability is needed.
- tomevault-io Bundle Mnemos Codex
Use when Codex users or Codex agents need to install, configure, validate, troubleshoot, or operate Mnemos through MCP, or when they mention Codex memory, AGENTS.md memory policy, Codex Automations, or Mnemos in Codex.
Audited - tomevault-io Bundle Flux Txt2img
Build Flux txt2img workflows — Flux.1 Dev (SRPO), Flux 2 Klein 9B, Turbo LoRAs, FluxGuidance, and DualCLIPLoader patterns Use when this capability is needed.
- tomevault-io Bundle Aslanxie Rtp LLM Xpu Code Review
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- tomevault-io Bundle Auth0 Angular
Use when adding authentication to Angular applications with route guards and HTTP interceptors - integrates @auth0/auth0-angular SDK for SPAs
- tomevault-io Bundle Auth0 Express
Use when adding authentication (login, logout, protected routes) to Express.js web applications - integrates express-openid-connect for session-based auth.
- tomevault-io Bundle Creating Rules
Define coding rules and standards documentation. Use when establishing or updating coding conventions, linter rules, or team standards. Use when this capability is needed.
- tomevault-io Bundle Skill Finder
This skill should be used when the user asks to "find a skill", "discover plugins", "search for an MCP", "what plugins exist for X", "fill my skill gaps", "improve my setup", or when Claude recognizes it lacks tools for a task. Searches GitHub and marketplaces to suggest installations. Use when this capability is needed.
- tomevault-io Bundle Bbeierle12 Skill MCP Claude DOCX
DOCX creation, editing, and analysis
- tomevault-io Bundle Bendourthe Nexus Hub MCP Builder
MCP Builder
- tomevault-io Bundle Chat Thinking
Chat with ZeroGPU's Thinking variant (LFM2.5-1.2B-Thinking), which returns visible reasoning alongside the answer. Use when the user wants the model's reasoning shown, or asks a short logic/math/word-problem question that benefits from step-by-step output. Use when this capability is needed.
- tomevault-io Bundle Zzzzz1213 Nano Code Agent Code Review
Code Review
- tomevault-io Bundle Claude Code Guide
Claude Code 高级开发指南 - 全面的中文教程，涵盖工具使用、REPL 环境、开发工作流、MCP 集成、高级模式和最佳实践。适合学习 Claude Code 的高级功能和开发技巧。 Use when this capability is needed.
- tomevault-io Bundle 21st Dev Agent Elements Agent Elements
Agent Elements skill
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 wyattowalsh--agents--orchestrator, tauri-mcp-testing, sdd-tasks. 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.