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 SonarqubeSonarQube code quality and security. Use for code analysis. Use when this capability is needed.
- tomevault-io Bundle Webdriver
WebDriver browser automation protocol. Use for cross-browser testing. Use when this capability is needed.
- tomevault-io Bundle Ghosttypes Pokemon Go MCP Mypy
Mypy - Professional Static Type Checking
- tomevault-io Bundle Github MCP Server
GitHub MCP Server Documentation Use when this capability is needed.
- tomevault-io Bundle Inference Smoke Tests
Run repeatable inference smoke tests using geppetto/pinocchio example binaries (single-pass, streaming, tool-loop, OpenAI Responses thinking) including tmux-driven TUI tests. Use when refactors touch InferenceState/Session/EngineBuilder, tool calling loop, event sinks, provider request formatting, or when you need a quick 'does inference still work?' checklist. Use when this capability is needed.
- tomevault-io Bundle Gologo13 Agent Skills Diagrams
Generate Mermaid Diagram
- tomevault-io Bundle Gologo13 Agent Skills Git Push
Git Push (sync with origin)
- tomevault-io Bundle Hainrixz Maia Skill Maia Skill
Tododeia Investment Analysis — Multi-Agent System v2
- tomevault-io Bundle Issue To Pr Resolver
Implement a GitHub issue end-to-end — create a worktree branch, implement the feature with tests, create a draft PR, then iteratively resolve all CI failures and review comments until the PR is clean. Use when you need to fully implement a GitHub issue from start to merge-ready. Triggers on "implement issue", "resolve issue", "/issue-to-pr-resolver <number>". Use when this capability is needed.
- tomevault-io Bundle Castella Agent UI
Build chat interfaces and agent management UIs with Castella. Create chat components, display tool calls, manage multiple agents, and build agent hubs. Use when this capability is needed.
- tomevault-io Bundle Iceflower Agent Skills GRAPHQL
GraphQL API Design and Implementation Rules
- tomevault-io Bundle Carplay
CarPlay framework for iOS in-car applications — audio, communication, navigation, parking, EV charging, quick food ordering, fueling, driving task, public safety, and voice-based conversational apps. Includes widgets, live activities, CarPlay Ultra, and instrument cluster support. Use when this capability is needed.
- tomevault-io Bundle Sirikit
Integrate Siri voice interactions, Shortcuts, and intelligent suggestions into iOS/watchOS apps using Apple's SiriKit framework. Use when implementing Intents extensions, custom intents, Siri Shortcuts, voice phrase handling, intent resolution/confirmation/handling, IntentsUI for custom Siri interfaces, donating shortcuts, or App Intents migration. Covers system intent domains (messaging, payments, ride booking, workouts, media) and custom intent definition. Use when this capability is needed.
- tomevault-io Bundle Swiftui
SwiftUI framework for building user interfaces Use when this capability is needed.
- tomevault-io Bundle Itechmeat LLM Code Mantine Dev
Mantine UI Library
- tomevault-io Bundle Creating New Plugins
Follow a structured approach to create new Claude Code plugins and register them in your marketplace. Use when building plugins for commands, skills, hooks, or MCP servers. Use when this capability is needed.
- tomevault-io Bundle Jackspace Claudeskillz Fastmcp
FastMCP - Build MCP Servers in Python
- tomevault-io Bundle Clustering
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices. Use when this capability is needed.
- tomevault-io Bundle MCP Github
Use the GitHub MCP server for repository operations, PR management, issues, and workflows. Use this skill when working with GitHub repositories programmatically. Use when this capability is needed.
- tomevault-io Bundle MCP Shadcn
Use the shadcn MCP server to add, update, and manage shadcn/ui components. Use this skill when working with UI components in lexico-components or adding new shadcn components. Use when this capability is needed.
- tomevault-io Bundle Burn Onnx
This skill should be used when the user asks about "ONNX import", "PyTorch to Burn", "safetensors", "model conversion", "burn-import", "unsupported operator", "opset version", or importing external models into Burn. Use when this capability is needed.
- tomevault-io Bundle MCP Steroid
IntelliJ API Power User Guide Use when this capability is needed.
- tomevault-io Bundle MCP Setup
Set up and configure MCP (Model Context Protocol) servers with Claude Code. Use when the user wants to connect Claude Code to external tools, databases, APIs, or services via MCP. Handles HTTP, SSE, and stdio server configurations with proper authentication. Use when this capability is needed.
- tomevault-io Bundle Create Auth
Implement or migrate Better Auth in TypeScript or JavaScript apps with secure defaults. Use when the user wants Better Auth added or changed in code, not just reviewed. Use when this capability is needed.
- tomevault-io Bundle Docs Expert
Audit and rewrite repository documentation, runbooks, and in-code docs with repo-visibility and brand-quality checks. Use when the user wants README, docs, JSDoc, DocC, or config documentation improved, not editorial house-style copyediting. Use when this capability is needed.
- tomevault-io Bundle Jscraik Agent Skills Gh Workflow
GH Workflow
- tomevault-io Bundle Jupiter Swap Migration
Migration guide from Jupiter Metis (v1) or Ultra to Swap API v2. Use when migrating existing Jupiter swap integrations, updating base URLs, or transitioning from quote+swap-instructions to the unified build endpoint. Use when this capability is needed.
- tomevault-io Bundle Notebook CLI
Use the `nb` CLI for all Jupyter notebook (`.ipynb`) operations, including reading, inspecting, creating, editing cells, deleting cells, clearing outputs, searching, executing, and working with connected JupyterLab sessions. Required when an agent needs deterministic notebook manipulation without directly reading or writing raw notebook JSON. Use when this capability is needed.
- tomevault-io Bundle Jwilger Agent Skills Code Review
Code Review
- tomevault-io Bundle Reskill Usage
Teaches AI agents how to use reskill — a Git-based package manager for AI agent skills. Covers CLI commands, install formats, configuration, publishing, and common workflows. Use when this capability is needed.
- tomevault-io Bundle Clawfriend
ClawFriend Social Platform and Share Trading Agent Use when this capability is needed.
- tomevault-io Bundle N8n MCP Setup
Setup guide for n8n-MCP server — connect Claude Code to 400+ n8n integrations Use when this capability is needed.
- tomevault-io Bundle Create Agent Skills
Expert guidance for creating, writing, building, and refining Claude Code Skills. Use when working with SKILL.md files, authoring new skills, improving existing skills, or understanding skill structure and best practices. Use when this capability is needed.
- tomevault-io Bundle Kyletabor Claude Plugins Gastown
Gas Town - Multi-Agent Orchestration for Claude Code
- tomevault-io Bundle Adk Cheatsheet
Google Agent Development Kit (ADK) Python Cheatsheet. Comprehensive reference for building, orchestrating, and deploying AI agents. Use when this capability is needed.
- tomevault-io Bundle Scienceclaw Investigate
Run a multi-agent autonomous scientific investigation on any topic. Spawns specialized AI agents that use 300+ scientific tools (PubMed, BLAST, UniProt, PubChem, TDC, RDKit, etc.) to investigate and post findings to Infinite. 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 sonarqube, webdriver, ghosttypes--pokemon-go-mcp--mypy. 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.