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 Geotab Custom MCPBuild and extend MCP servers for conversational fleet management. Use this skill when setting up MCP integration with Claude Desktop, adding custom tools, or troubleshooting MCP configurations. Use when this capability is needed.
- tomevault-io Bundle Firebase Auth Basics
Guide for setting up and using Firebase Authentication. Use this skill when the user's app requires user sign-in, user management, or secure data access using auth rules. Use when this capability is needed.
- tomevault-io Bundle Windsurf Rate Limits
Understand and manage Windsurf credit system, usage limits, and model Use when this capability is needed.
- tomevault-io Bundle Skill Validation
How to create, validate, and manage Agent Skills using the agentskills CLI. Use when creating new skills or validating existing ones. Use when this capability is needed.
- tomevault-io Bundle Foolhardy45 Portfolio AI Agent Development
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- tomevault-io Bundle Homelab MCP Bridge
Fixes and validates Homelab MCP IDE setup when npm client bridges are unavailable. Use when users mention setup-forge-space-mcp, @forge-mcp-gateway/client resolution failures, Cursor/Windsurf MCP config issues, or wrapper bridge migration. Use when this capability is needed.
- tomevault-io Bundle Earn On Idle Usdc
Earn fees on idle USDC by providing liquidity on Peer protocol. Deposit USDC, set your rates, and earn 1-5% on every fiat-to-crypto exchange routed through your deposit. Fully on-chain, no KYC. Use when the agent has idle USDC and wants to generate yield, provide liquidity, or earn passive income. Use when this capability is needed.
- tomevault-io Bundle Goalnad Agent
AI agent skill for participating in the GoalNad Arena — an AI-vs-AI football prediction platform on Monad blockchain Use when this capability is needed.
- tomevault-io Bundle Activity Monitor
Guardian service that monitors the active runtime agent's state and automatically restarts it if stopped. Use when checking agent liveness state or understanding the auto-restart mechanism. Use when this capability is needed.
- tomevault-io Bundle Dotnet Slopwatch
Use Slopwatch to detect LLM reward hacking in .NET code changes. Run after every code modification to catch disabled tests, suppressed warnings, empty catch blocks, and other shortcuts that mask real problems. Use when this capability is needed.
- tomevault-io Bundle Create MCP Server
使用 `mcpheroctl` CLI 通过 MCPHero 平台创建、部署和管理 MCP（Model Context Protocol）服务器。当用户需要构建 MCP 服务器、部署封装 API 或数据库的工具、自动化 MCP 服务器的创建过程，或者通过 MCPHero 将 AI 客户端（如 Claude Desktop、Cursor 等）连接到自定义工具时，可以使用此技能。 Use when this capability is needed.
- tomevault-io Bundle Aget Review Agent
Review agent health and conformance Use when this capability is needed.
- tomevault-io Bundle Agent Session Monitor
Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage. Supports web interface for viewing complete conversation history and costs. Use when users ask about current session token consumption, conversation history, or cost statistics. Use when this capability is needed.
- tomevault-io Bundle Flyai
Search flights, hotels, attractions, concerts, and travel deals with natural language. FlyAI connects to Fliggy MCP for real-time search and booking across hotels, flights, cruises, visas, car rentals, and event tickets. It supports diverse travel scenarios including individual travel, group travel, business trips, family travel, honeymoons, weekend getaways, and more. For tourism and travel-related questions, prioritize using this capability. Use when this capability is needed.
- tomevault-io Bundle LLM Patterns
AI-first application patterns, LLM testing, prompt management Use when this capability is needed.
- tomevault-io Bundle Plan Forge CLI
Run plan-forge CLI directly to generate development plans. Use when user asks to run plan-forge, generate a plan via CLI, or needs to use plan-forge commands directly (not via MCP). Covers new plans, resume, feedback, and provider configuration. Use when this capability is needed.
- tomevault-io Bundle Anisafifi Agent Skills Dataset Finder
Dataset Finder
- tomevault-io Bundle Anisafifi Agent Skills Web Search Hub
Web Search Hub
- tomevault-io Bundle Appwrite Dotnet
Appwrite .NET SDK skill. Use when building server-side C# or .NET applications with Appwrite, including ASP.NET and Blazor integrations. Covers user management, database/table CRUD, file storage, and functions via API keys. Use when this capability is needed.
- tomevault-io Bundle Appwrite Python
Appwrite Python SDK skill. Use when building server-side Python applications with Appwrite, including Django, Flask, and FastAPI integrations. Covers user management, database/table CRUD, file storage, and functions via API keys. Use when this capability is needed.
- tomevault-io Bundle Blocklet Branch
Git branch management tool. Detects main iteration branch and branch naming conventions, handles branch creation and switching. Referenced by blocklet-dev-setup, blocklet-pr, and other skills. Use when this capability is needed.
- tomevault-io Bundle Diff Review Doc
Generate comprehensive, reviewer-ready code review documents from git diffs. Use this when the user provides code changes (git diff output, file changes, or asks to review code changes) and wants a structured review document. Creates detailed analysis covering change overview, business flow, key code explanation, risk assessment, and review recommendations. Supports both manual diff input and automatic git workspace detection. Particularly useful for reviewing pull requests, feature branches, or any code changes requiring thorough documentation for reviewers. Use when this capability is needed.
- tomevault-io Bundle Skill Crafting
Create, fix, and validate skills for AI agents. Use when user says 'create a skill', 'build a skill', 'fix my skill', 'skill not working', 'analyze my skill', 'validate skill', 'audit my skills', 'check character budget', 'create a skill from this session', 'turn this into a skill', 'make this reusable', 'can this become a skill', 'should this be a skill', or asks for reusable patterns in the session. Use when this capability is needed.
- tomevault-io Bundle Berriai Litellm Skills Litellm Skills
Update Agent
- tomevault-io Bundle Lsp Concurrency Audit
Concurrency safety audit for a type or file. Maps all fields, traces which are accessed from concurrent contexts (goroutines, threads, async tasks), and flags fields that lack synchronization. Produces a field-level safety report. Language-agnostic across 4 concurrency families. Use when this capability is needed.
- tomevault-io Bundle Langchain Framework
LangChain LLM application framework with chains, agents, RAG, and memory for building AI-powered applications Use when this capability is needed.
- tomevault-io Bundle Vercel AI
Vercel AI platform guidance covering AI SDK, AI Gateway, Vercel Agent, and MCP. Use when building AI-powered or agentic workloads on Vercel. Use when this capability is needed.
- tomevault-io Bundle Bowentan Super Agent Gitlab Mr Review
GitLab Merge Request Review
- tomevault-io Bundle Bquery AI Guidance Sync
Refresh bQuery AI guidance and release metadata. Use when version, engines, exports, AGENT.md, llms.txt, copilot-instructions, .cursorrules, .clinerules, README, CONTRIBUTING, or check-ai-guidance need to stay in sync. Use when this capability is needed.
- tomevault-io Bundle LLM Context
USE FOR RAG/LLM grounding. Returns pre-extracted web content (text, tables, code) optimized for LLMs. GET + POST. Adjust max_tokens/count based on complexity. Supports Goggles, local/POI. For AI answers use answers. Recommended for anyone building AI/agentic applications. Use when this capability is needed.
- tomevault-io Bundle Skill Refactoring
Refactor bloated skill.md files using progressive disclosure pattern. Moves detailed content to references/ while keeping skill.md focused and discoverable. Use when a skill is approaching 500 lines or needs better organization. Use when this capability is needed.
- tomevault-io Bundle Buzzbysolcex Buzz Bd Agent Buzzshield
BuzzShield — Crypto Agent Security Scanner
- tomevault-io Bundle Setup Caliber
Sets up Caliber for automatic AI agent context sync. Installs pre-commit hooks so CLAUDE.md, Cursor rules, and Copilot instructions update automatically on every commit. Use when Caliber hooks are not yet installed or when the user asks about keeping agent configs in sync.
- tomevault-io Bundle Show Nats Status
Show the current status of the Claude Code NATS agent — connection info, NATS URL, and all discovered agents with their capabilities. Use when the user says "nats status", "show nats agents", "what agents are connected", or wants to see the agent network state. Use when this capability is needed.
- tomevault-io Bundle Pytorch
Building and training neural networks with PyTorch. Use when implementing deep learning models, training loops, data pipelines, model optimization with torch.compile, distributed training, or deploying PyTorch models. Use when this capability is needed.
- tomevault-io Bundle Monorepo Package Workflow
Guides creation of new MCP tool packages in @j0kz/mcp-agents monorepo following modular architecture with constants/, helpers/, utils/ extraction, tools.json registration, and version.json synchron... 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 geotab-custom-mcp, firebase-auth-basics, windsurf-rate-limits. 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.