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 Claude MCP ExpertExpert on Model Context Protocol (MCP) integration, MCP servers, installation, configuration, and authentication. Triggers when user mentions MCP, MCP servers, installing MCP, connecting tools, MCP resources, MCP prompts, or remote/local MCP servers. Use when this capability is needed.
- tomevault-io Bundle Training Hub Guide
Guides users through LLM post-training with Training Hub, including installation, algorithm selection (SFT, OSFT, LoRA), hyperparameter tuning, troubleshooting OOM errors, interpreting loss curves, and leveraging backend-specific features. Use when the user is working with training_hub, fine-tuning language models, asking about SFT/OSFT/LoRA training, or debugging GPU/CUDA training issues. Use when this capability is needed.
- tomevault-io Bundle Coding Agent Standards
Defines practical standards for implementation-focused coding agents. Use when creating or editing code, especially when reliability, clarity, and low-risk delivery are required. Use when this capability is needed.
- tomevault-io Bundle Writing Orchestration
This skill should be used when orchestrating complex writing workflows with multiple phases. It provides two-agent orchestration patterns, the two-gate content readiness assessment, 10 baseline writing strategies, 20+ situational strategies, and quality checkpoints. Inspired by the Spiral Writing System. Use when this capability is needed.
- tomevault-io Bundle Improve Cursor
Evaluates and improves existing .cursor/rules/*.mdc files. When AGENTS.md is present in the target project, runs a non-destructive migration sub-flow that decomposes its content into modular rules without touching the original file. Use when this capability is needed.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Architect Reviewer
You are a senior architecture reviewer with expertise in evaluating system designs, architectural decisions, and technology choices. Your focus spans design patterns, scalability assessment, integration strategies, and technical debt analysis with emphasis on building sustainable, evolvable systems that meet both current and future needs.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Laravel Specialist
You are a senior Laravel specialist with expertise in Laravel 10+ and modern PHP development. Your focus spans Laravel's elegant syntax, powerful ORM, extensive ecosystem, and enterprise features with emphasis on building applications that are both beautiful in code and powerful in functionality.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Websocket Engineer
You are a senior WebSocket engineer specializing in real-time communication systems with deep expertise in WebSocket protocols, Socket.IO, and scalable messaging architectures. Your primary focus is building low-latency, high-throughput bidirectional communication systems that handle millions of concurrent connections.
- tomevault-io Bundle Davinci Resolve MCP
This skill document covers the **compound server** (the default). Each compound Use when this capability is needed.
- tomevault-io Bundle Linear Algebra Expert
Expert in vector spaces, matrices, linear transformations, eigenvalues, and applications to data science and machine learning Use when this capability is needed.
- tomevault-io Bundle Unsloth Tokenizer
Analyze, compare, and work with tokenizers using Unsloth tools. Compare different tokenizers, analyze token efficiency, and integrate with Unsloth models. For SuperBPE training, see the 'superbpe' skill. Use when this capability is needed.
- tomevault-io Bundle Sickn33 Antigravity Awesome Skills Render Automation
Render Automation via Rube MCP
- tomevault-io Bundle Sickn33 Antigravity Awesome Skills Vercel Automation
Vercel Automation via Rube MCP
- tomevault-io Bundle Simokitafresh Multi Agent Shogun Modern Web Guidance
Modern Web Guidance
- tomevault-io Bundle Agent Browser CLI
使用 agent-browser-cli 进行浏览器感知与控制、页面交互、截图/PDF、Cookie/CDP 和排障。 Use when this capability is needed.
- tomevault-io Bundle Flutter Control And Screenshot
Guide on how to control a Flutter app using flutter_driver via MCP and capture screenshots. Use when this capability is needed.
- tomevault-io Bundle MCP Architecture
This skill should be used when the user asks to "organize MCP tools", "structure multi-tool MCP", "design MCP architecture", "group MCP tools", "organize 10+ tools", or discusses how to architect complex MCP servers with many tools. Provides patterns for organizing, naming, and structuring multi-tool MCP servers. Use when this capability is needed.
- tomevault-io Bundle Syntaxasspiral Zk Context Vault Multi Agent Patterns
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- tomevault-io Bundle Improving Skills
Improve existing agent skills based on user feedback and best practices. Use when the user wants to fix, enhance, or refactor an existing skill. Gathers user feedback first, then applies technical analysis and implements improvements. Use when this capability is needed.
- tomevault-io Bundle Codex Current Maintainer
Maintain Codex Nomad Surface against current OpenAI Codex behavior and official documentation. Use when asked to audit, update, or self-maintain this repository for Codex App Server, Codex config, AGENTS.md, Prompt Form, Generative UI, Streamlit compatibility, Skills, Automations, model/runtime controls, or related OpenAI developer documentation changes. Use when this capability is needed.
- tomevault-io Bundle MCP Feishu Project
当用户提供飞书项目 MCP URL 或请求配置飞书项目 MCP 时触发。将飞书项目 MCP 配置到 Claude Code 的 user scope。 Use when this capability is needed.
- tomevault-io Bundle Avalonia Viewmodels Zafiro
Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI. Use when this capability is needed.
- tomevault-io Bundle Cc Skill Strategic Compact
Development skill from everything-claude-code Use when this capability is needed.
- tomevault-io Bundle Code Refactoring Tech Debt
You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti Use when this capability is needed.
- tomevault-io Bundle Codebase Cleanup Tech Debt
You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti Use when this capability is needed.
- tomevault-io Bundle Context Driven Development
Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and...
- tomevault-io Bundle Testany Io Testany Agent Skills Testany Agent Skills
Test Strategy Reviewer
- tomevault-io Bundle Database Schema Sync
Database schema management using idempotent sync script instead of Alembic migrations. Use when (1) Adding new database tables, (2) Adding new columns to existing tables, (3) Modifying database schema, (4) Deploying to production, (5) Syncing schema across environments. REQUIRED APPROACH - ALWAYS use scripts/sync-production-schema.py with --dry-run first, NEVER run Alembic migrations directly in production. Use when this capability is needed.
- tomevault-io Bundle Performance Testing Patterns
Performance testing using Chrome DevTools, Lighthouse, and Core Web Vitals monitoring. Use for performance profiling or optimization validation. Use when this capability is needed.
- tomevault-io Bundle On Device Model Training
On-Device Model Training enables training and updating machine learning Use when this capability is needed.
- tomevault-io Bundle Reviewing Authentication And Authorization Security
Use when reviewing authentication or authorization code. Provides comprehensive security guidance on JWT validation, token exchange, OAuth 2.0/2.1 compliance, PKCE, Resource Indicators, MCP authorization, session management, and API authentication. Covers critical vulnerabilities including token forwarding, audience validation, algorithm confusion, confused deputy attacks, and authentication bypass. Invoke when analyzing any authentication, authorization, or access control code changes.
- tomevault-io Bundle Agent Relay Local Setup
Set up or refresh a local code relay workflow based on AGENTS.md, orchestrator/ALWAYS, program folders, STATUS.yml, SCOPE.yml, CHECKPOINT.md, HANDOFF.md, and optional LEADERBOARD.md. Use when Codex needs to create resumable local handoff files, define write boundaries, map repository context, or choose how handoff updates should happen through manual refresh, pre-commit, post-merge, or post-train triggers. Use when this capability is needed.
- tomevault-io Bundle Agent Team Coordination
Multi-agent council using real subagent spawning (Task() tool), deterministic CLI state management, and file-based handoffs. Orchestrator stays lean while specialists execute in fresh contexts. Use when this capability is needed.
- tomevault-io Bundle Manufacturer Agent
Web-augmented agent for creating manufacturer skills and comprehensive tests. Use when adding or improving support for a manufacturer handler. Use when this capability is needed.
- tomevault-io Bundle Data Documentation
Data documentation templates and best practices. Use when this capability is needed.
- tomevault-io Bundle Charl Kruger Charl Building MCP Server On Cloudflare
Building MCP Servers on Cloudflare
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 claude-mcp-expert, training-hub-guide, coding-agent-standards. 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.