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 Georgekhananaev Claude Skills Vault MCP Builder---
- tomevault-io Bundle Googlecloudplatform Dataplex Labs Dataplex Labs
The `fileskb` mcp server provides the following tools to extract relevant
- tomevault-io Bundle Gke Creation
Guides the user through creating GKE clusters using pre-defined templates (Standard, Autopilot, GPU/AI). Use when this capability is needed.
- tomevault-io Bundle Goondocks Co Open Agent Kit Context Engineering
Context Engineering
- tomevault-io Bundle Angularjs Unit Testing
Use this skill for any AngularJS unit testing tasks
- tomevault-io Bundle Grimblaz Agent Orchestra Subagent Env Handshake
Subagent Environment Handshake (v1)
- tomevault-io Bundle Persist Agent Constraints
Persists agent constraints (what not to do) in the project's canonical place for agent instructions. Use when the user states constraints, prohibitions, or things to avoid (e.g. não faça, evite, don't, never, avoid, não quero que, proibido). Use when this capability is needed.
- tomevault-io Bundle Logging And Monitoring For Agentic Workflows
Comprehensive observability patterns for GitHub Agentic Workflows including structured logging, metrics collection, alerting strategies, debugging techniques, and production monitoring best practices for autonomous agent systems. Use when this capability is needed.
- tomevault-io Bundle Security Prompts Controls
Simple security prompt templates for quick implementations using existing Secure Vibe Coding OS utilities. Use for straightforward features like contact forms, authenticated updates, and public APIs. Triggers include "contact form", "simple form", "authenticated update", "user update", "public API", "read-only API", "quick secure implementation". Use when this capability is needed.
- tomevault-io Bundle Value Design Design
価値デザインモデルのデザインの作成（Phase 2-4c） Use when this capability is needed.
- tomevault-io Bundle Value Design Vision
価値デザインモデルのビジョンを作成（Phase 2-1） Use when this capability is needed.
- tomevault-io Bundle Github Pr Mon
Monitors a GitHub PR at intervals and posts reviews using Greptile.
- tomevault-io Bundle Ian Handdrawn Ppt
Create final Chinese handdrawn technical article/PPT-style page images from articles, Markdown, PDFs, DOCX files, existing slide decks, course notes, scripts, outlines, or rough ideas. Use when the user asks to turn content into PPT/PPTX/slides/courseware/课件/演示稿/配图/效果图 in a refined Chinese handdrawn technical explanation style, to plan such pages, to choose page layouts from semantic content, or to generate complete image-model pages with Chinese text baked into the final visual. Default article outputs use 21:9 covers and 16:9 body illustrations. Use when this capability is needed.
- tomevault-io Bundle Hikaruegashira Agent Skills Agent Config Import
目的
- tomevault-io Bundle Hikaruegashira Agent Skills Commit Push Pr Flow
Commit, push, and open a pr
- tomevault-io Bundle Grepai Ollama Setup
Install and configure Ollama for local embeddings with GrepAI. Use this skill when setting up private, local embedding generation. Use when this capability is needed.
- tomevault-io Bundle Yohey W Multi Agent Shogun Shogun Agent Status
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- tomevault-io Bundle Yohey W Multi Agent Shogun Shogun Bloom Config
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- tomevault-io Bundle Tushare Plugin Builder
This skill should be used when the user provides a Tushare API document URL and asks to generate a full plugin in this codebase, including extractor, schema, config, query service, and agent/MCP/http usage with testable curl examples. Use when this capability is needed.
- tomevault-io Bundle Case Feedback Skill
Run the case feedback script to submit feedback for the current conversation. Only use when invoked by case-feedback-agent. Use when this capability is needed.
- tomevault-io Bundle Zxyasfas Paper Format Agent Paper Format Agent
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- tomevault-io Bundle AI Prompts Library
Search and view system prompts from 40+ AI coding tools (Cursor, Windsurf, Claude Code, Devin, Manus, v0, Lovable, etc). Use for competitive analysis, prompt engineering reference, and understanding how top AI products are built. Use when this capability is needed.
- tomevault-io Bundle Adobe Spectrum Design Data Spectrum Design Data
design-data agent skill
- tomevault-io Bundle Open Policy Agent Opa
Open Policy Agent (OPA)
- tomevault-io Bundle Aiden Lightning Hermes Agent Github Pr Workflow
GitHub Pull Request Workflow
- tomevault-io Bundle Pytest Backend Patterns
Backend testing with pytest including fixtures, mocking, async tests, and database testing. Use for FastAPI/Python test implementation. Use when this capability is needed.
- tomevault-io Bundle Akiojin Unity MCP Server Unity Game Ugui Design
Unity Game uGUI Design Skill
- tomevault-io Bundle Akiojin Unity MCP Server Unity Playmode Testing
Unity PlayMode & Testing
- tomevault-io Bundle Owasp Security Standards
Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, or discussing web application security. Covers OWASP Top 10:2025, ASVS 5.0, secure code patterns, and code review checklists. For language-specific quirks see language-security skill. For AI agent security see agentic-ai-security skill.
- tomevault-io Bundle Ml Cv Specialist
Deep expertise in ML/CV model selection, training pipelines, and inference architecture. Use when designing machine learning systems, computer vision pipelines, or AI-powered features. Use when this capability is needed.
- tomevault-io Bundle Model Bias Fairness
Model Bias occurs when an AI system produces results that are systematically Use when this capability is needed.
- tomevault-io Bundle Agent Context
Bootstrap persistent project context for AI coding agents. Use when this capability is needed.
- tomevault-io Bundle Anselmoo Repo Release Tools Rrt User MCP Server
rrt-user-mcp-server
- tomevault-io Bundle Blocklet Server Dev Setup
Clone blocklet-server repository and guide execution of the in-project project-setup skill. Use `/blocklet-server-dev-setup` or say "help me configure blocklet-server environment", "setup blocklet-server" to trigger. Use when this capability is needed.
- tomevault-io Bundle Streaming API Patterns
Implement real-time data streaming with Server-Sent Events (SSE), WebSockets, and ReadableStream APIs. Master backpressure handling, reconnection strategies, and LLM streaming for 2025+ real-time applications. Use when this capability is needed.
- tomevault-io Bundle Agent Evolution Agent
Meta-agent that evolves the agent intelligence system through dogfooding, continuous learning, and specification-driven optimization for maximum context window efficiency 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 georgekhananaev--claude-skills-vault--mcp-builder, googlecloudplatform--dataplex-labs--dataplex-labs, gke-creation. 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.