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.
-
tomevault-io Bundle Kakise Cartographing Kitties Plugin Kitty Sync Agent MdAudit `CLAUDE.md` and `AGENTS.md` at the repository root. Both files
- tomevault-io Bundle JSON To Pydantic
Convert JSON data snippets into Python Pydantic data models with proper type annotations and validation. Use when converting JSON schemas to Pydantic models, generating data validation models from JSON examples, or creating Python data classes. Use when this capability is needed.
- tomevault-io Bundle Architecture Microservices
Microservices architecture workflow for service boundary design, independent deployability, and distributed operational safety. Use when domain and team structure justify independent service evolution; do not use as a default scaling strategy for all systems. Use when this capability is needed.
- tomevault-io Bundle Deployment Strategy Canary
Design canary rollout strategy with progressive traffic steps, guardrail metrics, and automated stop/rollback decisions. Use when releases need incremental risk containment and evidence-based promotion gates; do not use for full-environment cutover planning where blue-green is required. Use when this capability is needed.
- tomevault-io Bundle Documentation Architecture
Author architecture documentation that explains boundaries, dependencies, and operational constraints for engineering decision-making. Use when architecture docs are primary deliverables or must be updated after structural changes; do not use for implementing production feature logic. Use when this capability is needed.
- tomevault-io Bundle Kevintsengtw Dotnet Testing Agent Skills Dotnet Testing
.NET 測試基礎技能總覽
- tomevault-io Bundle Khalilbenaz Claude Skills Collection Agent Skill Router
Skill Router — Agent Orchestrateur Actif
- tomevault-io Bundle Strip Claudecode Env For Nested Spawn
When spawning a Claude Agent SDK subprocess from within another Claude Code / Agent SDK context, the SDK's nesting guard will reject the child unless you strip CLAUDECODE from the inherited env. Use when this capability is needed.
- tomevault-io Bundle Review Actions Workflow
GitHub Actionsワークフローをレビューし、セキュリティ、ベストプラクティス、パフォーマンス、保守性の観点から改善提案を行う。「ワークフローをレビューして」「GitHub Actionsをチェック」で起動。 Use when this capability is needed.
- tomevault-io Bundle Langcare Langcare MCP Fhir Discharge Planning Checklist
Discharge Planning Checklist
- tomevault-io Bundle Langcare Langcare MCP Fhir Patient Demographics Summary
Patient Demographics Summary
- tomevault-io Bundle Task To Agent Matcher
Matches tasks to appropriate agents by analyzing task requirements and finding agents with matching capabilities. Use when you need to assign tasks to agents or determine which agent should handle a task. Considers task type, requirements, and agent capabilities. Use when this capability is needed.
- tomevault-io Bundle Paw Planning Docs Review
Holistic review of planning artifacts bundle (Spec.md + ImplementationPlan.md + CodeResearch.md) with configurable single-model, multi-model, or society-of-thought execution. Catches cross-artifact consistency issues before implementation begins. Use when this capability is needed.
- tomevault-io Bundle Deepagents Setup Configuration
Initialize, validate, and troubleshoot Deep Agents projects in Python or JavaScript using the `deepagents` package. Use when users need to create agents with built-in planning/filesystem/subagents, configure middleware/backends/checkpointing/HITL, migrate from `create_react_agent` or `create_agent`, scaffold projects with repo scripts, validate agent config files, and confirm compatibility with current LangChain/LangGraph/LangSmith docs. Use when this capability is needed.
- tomevault-io Bundle Voltagent Multiagent
VoltAgent multi-agent system design with natural transformation coordination between agents. Use when building TypeScript multi-agent AI systems, implementing agent coordination with categorical patterns, designing supervisor-worker agent hierarchies, or creating composable agent architectures with typed message passing. Use when this capability is needed.
- tomevault-io Bundle Li Lance Android Seraphim Framework Common Skill Creator
Agent Skill Creator Standard
- tomevault-io Bundle Langgraph Project Setup
Initialize and configure LangGraph projects with proper structure, langgraph.json configuration, environment variables, and dependency management. Use when users want to (1) create a new LangGraph project, (2) set up langgraph.json for deployment, (3) configure environment variables for LLM providers, (4) initialize project structure for agents, (5) set up local development with LangGraph Studio, (6) configure dependencies (pyproject.toml, requirements.txt, package.json), or (7) troubleshoot project configuration issues. Use when this capability is needed.
- tomevault-io Bundle Formatting Notion Pages
Apply rich formatting to Notion pages - toggles, callouts, headers, and styled text. Use when creating or formatting Notion documents via the Notion MCP server. Use when this capability is needed.
- tomevault-io Bundle Custom Agent Design
Design custom agents from scratch using Claude Agent SDK patterns. Use when building domain-specific agents, designing agents with full SDK control, or creating specialized agents with custom tools and prompts. Use when this capability is needed.
- tomevault-io Bundle Orchestrator Design
Design O-Agent systems for multi-agent fleet management. Use when building orchestrator agents, designing multi-agent architectures, or creating unified interfaces for agent fleet control. Use when this capability is needed.
- tomevault-io Bundle Social Intelligence
Twitter/X social intelligence monitoring for the Claude Code ecosystem. Scans feeds from Anthropic/Claude Code team members, extracts actionable insights, tracks state, and produces reports. Uses claude-in-chrome MCP for browser automation. Use when this capability is needed.
- tomevault-io Bundle Modbender Skill Library MCP Nutrient Document Processing
---
- tomevault-io Bundle Claude Code Router
Set up or explain Claude Code Router for multi-model routing, provider switching, and cost optimization across Claude Code workflows. Activate when the user asks about model routing, OpenRouter, DeepSeek, Ollama, Gemini, background vs thinking models, or how to make Claude Code cheaper and more flexible without changing Anthropic''s CLI foundation. Use when this capability is needed.
- tomevault-io Bundle Nobrainer Browser
Cross-platform installer that bootstraps four browser-automation tools — Webwright (Microsoft browser-agent framework), Playwright MCP (Microsoft MCP server for browser control), the Playwright CLI test framework, and Vercel Labs' agent-browser — and wires the MCP server into both Claude Code (`~/.claude.json`) and Codex CLI (`~/.codex/config.toml`) atomically. Every npm install pins to a version that has been on the registry for at least 7 days (supply-chain cooldown). Stdlib-only Python 3.10+, no personal data, runs on macOS, Windows, and Linux. Use when this capability is needed.
- tomevault-io Bundle Obsidian Official CLI
Work with Obsidian 1.12+ via the official `obsidian` command line interface exposed by the desktop app. Use when the user wants to search, read, inspect backlinks/links, list tags or properties, inspect tasks, or automate a running Obsidian vault without vectorizing/importing notes. Prefer this skill over older `obsidian-cli` / NotesMD workflows when the machine already has the official Obsidian CLI enabled. Especially useful for OpenClaw / Claude Code / agent workflows that need transparent, verifiable retrieval from a live Obsidian vault. Use when this capability is needed.
- tomevault-io Bundle Omer Metin Skills For Antigravity MCP Server Development
---
- tomevault-io Bundle Omer Metin Skills For Antigravity Unreal LLM Integration
---
- tomevault-io Bundle Pablo Lozano Gil Battletested Agent Skills Skill Creator
When to Create a Skill
- tomevault-io Bundle Petarkabashki Vs Copilot Demistified Agent Customization
Agent Customization
- tomevault-io Bundle Peterbamuhigire Skills Web Dev AI Agent Tooling And Hitl
AI Agent Tooling And HITL
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Documentation Engineer
You are a senior documentation engineer with expertise in creating comprehensive, maintainable, and developer-friendly documentation systems. Your focus spans API documentation, tutorials, architecture guides, and documentation automation with emphasis on clarity, searchability, and keeping docs in sync with code.
- tomevault-io Bundle Google File API Expert
Expert in Google Gemini File API, File Search, and RAG implementation. Capable of handling file uploads, managing File Search Stores, and implementing RAG workflows in Python and JavaScript. Use when this capability is needed.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Refactoring Specialist
You are a senior refactoring specialist with expertise in transforming complex, poorly structured code into clean, maintainable systems. Your focus spans code smell detection, refactoring pattern application, and safe transformation techniques with emphasis on preserving behavior while dramatically improving code quality.
- tomevault-io Bundle Climate Science Explainer
Climate science expert explaining climate systems, climate change, models, and environmental impacts Use when this capability is needed.
- tomevault-io Bundle Performance Tuning Expert
Application performance specialist for profiling, optimization, and scaling strategies Use when this capability is needed.
- tomevault-io Bundle Seance And Spiritualism Guide
Expert in spiritualist practices, séance protocols, mediumship traditions, and historical spiritualism movements from 19th century to modern practices 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 kakise--cartographing-kitties-plugin--kitty-sync-agent-md, json-to-pydantic, architecture-microservices. 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.