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 Adding Dbt Unit TestUse when adding unit tests for a dbt model or practicing test-driven development (TDD) in dbt
- tomevault-io Bundle AI Writing Detection
Comprehensive AI writing detection patterns and methodology. Provides vocabulary lists, structural patterns, model-specific fingerprints, and false positive prevention guidance. Use when analyzing text for AI authorship or understanding detection patterns. Use when this capability is needed.
- tomevault-io Bundle Modbender Skill Library MCP Agent Team Workflows
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- tomevault-io Bundle Apple Photos Cleaner
Analyze, clean up, and organize Apple Photos libraries. Find and Use when this capability is needed.
- tomevault-io Bundle Finance Search Agent
This skill provides specialized capabilities for finance search agent. Use when this capability is needed.
- tomevault-io Bundle Modbender Skill Library MCP Grandmaster AI Agent
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- tomevault-io Bundle Modbender Skill Library MCP GRAPHQL TS Generator
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- tomevault-io Bundle Modbender Skill Library MCP Zown Gemini Governor
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- tomevault-io Bundle Zetic Mlange
Help users integrate the ZETIC Melange (MLange) on-device AI SDK into Android (Kotlin/Java) and iOS (Swift) mobile apps. Use this skill whenever the user mentions Zetic, MLange, Melange, ZeticMLangeModel, ZeticMLangeLLMModel, ZeticMLangeHFModel, on-device NPU inference for mobile, or deploying ML models to Android/iOS with NPU acceleration. Also trigger when users ask about running LLMs on-device with GGUF quantization, mobile NPU model deployment, or converting PyTorch/ONNX models for mobile inference. Covers general model inference, LLM inference (streaming token generation), and HuggingFace model loading. Use when this capability is needed.
- tomevault-io Bundle Mvilrokx Claude Skills Multi Agent Debate Review
Multi-Agent Debate Review
- tomevault-io Bundle Finding Duplicate Functions
Use when auditing a codebase for semantic duplication - functions that do the same thing but have different names or implementations. Especially useful for LLM-generated codebases where new functions are often created rather than reusing existing ones.
- tomevault-io Bundle Omer Metin Skills For Antigravity MCP Deployment
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- tomevault-io Bundle Omer Metin Skills For Antigravity Prompt To Game
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- tomevault-io Bundle Playwright Validation
Use when validating UI changes in a branch require Playwright E2E testing. Reviews branch changes, validates UI with Playwright MCP, and adds missing test cases.
- tomevault-io Bundle Skill Chain Prompts
Orchestrate multi-skill workflows with prompt-based skill chaining. Define sequential or parallel skill invocations using YAML chain definitions, track progress through chains, and use pre-built chains for development, documentation, and career workflows. Use when coordinating multiple skills for complex tasks. Use when this capability is needed.
- tomevault-io Bundle Deployment Runbook
Deployment procedures, health checks, and rollback strategies. Use this skill when deploying applications, performing health checks, managing releases, or handling deployment failures. Provides systematic deployment workflows, verification scripts, and troubleshooting guides. Complements the devops-automation agent. Use when this capability is needed.
- tomevault-io Bundle Pjt222 Agent Almanac Troubleshoot MCP Connection
Troubleshoot MCP Connection
- tomevault-io Bundle Openai Codex Reference
OpenAI Codex 官方文档参考技能。When working with OpenAI Codex features, configuration, hooks, skills, MCP, AGENTS.md, CLI, plugins, subagents, sandboxing, or any other Codex internals — either when users ask OR when the Agent needs to know how something works. Fetch from https://developers.openai.com/codex as the authoritative source instead of relying on training data. Make sure to use this skill whenever the Agent encounters a Codex feature it doesn't fully understand, needs to configure Codex settings, create hooks/scripts, use MCP servers, work with skills, or needs accurate information about Codex commands, permissions, or APIs. Use when this capability is needed.
- tomevault-io Bundle Umb Cms Dev CLI
Guide for running and debugging this Umbraco MCP server via the CLI. Use when the user wants to list tools, call tools, configure filtering, dry-run, readonly mode, or debug configuration. Use when this capability is needed.
- tomevault-io Bundle Midnight Sdk Guide
TypeScript SDK integration guide for Midnight dApps. Use this skill when building frontends, connecting wallets, or calling contracts from TypeScript. Triggers on "SDK", "TypeScript", "wallet integration", "connect dApp", "call contract". Use when this capability is needed.
- tomevault-io Bundle Fpf Generate Pattern
Generates FPF-compliant Agent Skills from the FPF Specification (Strict E.8 format).
- tomevault-io Bundle Nodejs Typescript App
Build and structure Node.js backend applications with TypeScript, Express.js, and modern best practices. Use when creating APIs, routes, services, or when the user asks about Node.js project structure, backend architecture, or Express patterns. Use when this capability is needed.
- tomevault-io Bundle Prompt
Manage the system prompt for the Vocal Bridge voice agent. Can show, edit, or set the prompt and greeting. Use when this capability is needed.
- tomevault-io Bundle Detecting Type Confusion
Detects type confusion vulnerabilities by identifying unsafe type casts, vtable corruption, and polymorphism issues. Use when analyzing object-oriented code, type casting, or investigating C++ memory safety issues. Use when this capability is needed.
- tomevault-io Bundle Detecting Use After Free
Detects use-after-free vulnerabilities by identifying pointer dereferences after memory deallocation. Use when analyzing memory management, cleanup code, or investigating dangling pointer issues. Use when this capability is needed.
- tomevault-io Bundle Bosskuai Subagent Delegation
Delegate heavy, parallelizable, or risky work to subagents — auto-trigger logic plus patterns for Claude Code (Agent tool + worktrees), Cursor (parallel tabs), and Codex (parallel runs). Use when this capability is needed.
- tomevault-io Bundle AI Features
Use this skill when the user needs to add AI-powered features to their SaaS product, integrate LLM APIs, build AI assistants, implement RAG, or use AI to differentiate their product. Covers API selection, prompt engineering for product features, cost management, and building AI features that non-technical founders can ship and maintain.
- tomevault-io Bundle Firewall
Network security and firewall configuration for homelab environments, covering rule management, VPN setup, traffic isolation, and security best practices for personal infrastructure. Use when this capability is needed.
- tomevault-io Bundle Winbda Claude Skills Collection AI Agent Memory
ai-agent-memory
- tomevault-io Bundle Yaniv Golan Affinity Sdk Affinity MCP Workflows
Affinity MCP Workflows
- tomevault-io Bundle LLM Caching Patterns
Multi-level caching strategies for LLM applications - semantic caching (Redis), prompt caching (Claude/OpenAI native), cache hierarchies, cost optimization, and Langfuse cost tracking with hierarchical trace rollup for 70-95% cost reduction Use when this capability is needed.
- tomevault-io Bundle Formax Config Settings Workflow
Use when implementing or extending /config (storage, prompt injection, request params, UI-only toggles) with tests and strict UI parity.
- tomevault-io Bundle Zoimback Copilot Dev Core Subagent Custom Agent
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- tomevault-io Bundle Writing Agent Context Docs
AIエージェントがコードベースを理解・探索するためのドキュメント（CLAUDE.md、アーキテクチャドキュメント等）の作成・更新時に適用する。 Use when this capability is needed.
- tomevault-io Bundle Abdullahmalik17 Digital Fte Building MCP Servers
MCP Server Development Guide
- tomevault-io Bundle Abdullahmalik17 Digital Fte Building RAG Systems
Building RAG Systems
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 adding-dbt-unit-test, ai-writing-detection, modbender--skill-library-mcp--agent-team-workflows. 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.