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 Project ResearchResearch workflow patterns specific to {project}. Covers research agent coordination, source management, and synthesis strategies. Use when this capability is needed.
- tomevault-io Bundle Prompt Engineering Technical Writing
Craft effective AI prompts and technical blog posts. Covers prompt structure, cross-platform compatibility, token optimization, anti-patterns, and WordPress publishing workflows. Use when this capability is needed.
- tomevault-io Bundle Container Management
Create, manage, and optimize LXC containers in Proxmox. Control container lifecycle, manage resources, and coordinate container deployments across nodes. Use when this capability is needed.
- tomevault-io Bundle Agent Md Refactor
Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized, linked documentation. Use when this capability is needed.
- tomevault-io Bundle Llamaindex
Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors), indexing, and querying. Features vector indices, query engines, agents, and multi-modal support. Use for document Q&A, chatbots, knowledge retrieval, or building RAG pipelines. Best for data-centric LLM applications. Use when this capability is needed.
- tomevault-io Bundle Gguf Quantization
GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements. Use when this capability is needed.
- tomevault-io Bundle Gptq
Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer GPUs, when you need 4× memory reduction with <2% perplexity degradation, or for faster inference (3-4× speedup) vs FP16. Integrates with transformers and PEFT for QLoRA fine-tuning. Use when this capability is needed.
- tomevault-io Bundle Stable Baselines3
Use this skill for reinforcement learning tasks including training RL agents (PPO, SAC, DQN, TD3, DDPG, A2C, etc.), creating custom Gym environments, implementing callbacks for monitoring and control, using vectorized environments for parallel training, and integrating with deep RL workflows. This skill should be used when users request RL algorithm implementation, agent training, environment design, or RL experimentation.
- tomevault-io Bundle Promptfoo Evaluation
Configures and runs LLM evaluation using Promptfoo framework. Use when setting up prompt testing, creating evaluation configs (promptfooconfig.yaml), writing Python custom assertions, implementing llm-rubric for LLM-as-judge, or managing few-shot examples in prompts. Triggers on keywords like "promptfoo", "eval", "LLM evaluation", "prompt testing", or "model comparison".
- tomevault-io Bundle Perplexity Research
Use when conducting web research with Perplexity API - covers authentication, search strategies, structured output generation, and integration patterns for Claude-interpretable results
- tomevault-io Bundle Agent Commons
Consult, commit, extend, and challenge reasoning chains in the Agent Commons - a shared reasoning layer for AI agents. Use when this capability is needed.
- tomevault-io Bundle Agent Evolver
AI Agent self-evolution engine that enables agents to learn from experience, detect problems, extract insights. Use when this capability is needed.
- tomevault-io Bundle Compact State
Join The Compact State — a shared autonomous agent network with on-chain identity, persistent memory, and collective governance. Use when this capability is needed.
- tomevault-io Bundle Demerzels Lab Elsamultiskillagent Reddit Trends
Reddit Automation Agent
- tomevault-io Bundle Digital Stoic Org Agent Skills Openspec Develop
OpenSpec Develop
- tomevault-io Bundle Bruno API
Generate comprehensive API docs from Bruno (.bru) files by mapping requests to a Django implementation (DRF/Django Ninja), including auth, multi-tenant filtering, schemas, and code references. Use when this capability is needed.
- tomevault-io Bundle Designing Database Schemas
AI agent designs production-grade database schemas with proper normalization, indexing strategies, and data modeling patterns. Use when creating new databases, designing tables, modeling relationships, or reviewing schema architecture. Use when this capability is needed.
- tomevault-io Bundle Token Optimization Check
Audits the current repository for compliance with GitHub Copilot token-optimization rules. Use when asked to check, audit, score, or review a repo for token efficiency, copilot-instructions size, AGENTS.md bloat, MCP overhead, or always-on context cost. Use when this capability is needed.
- tomevault-io Bundle Sun To Spotify
Generate Sun audio and stream episodes to Spotify as a podcast. Uses the `sun` CLI (or HTTP API) to authenticate, mint a personal API token, create an audio job from a prompt, fetch episodes incrementally as they finish, and upload each episode sequentially to a freshly-created Spotify show. Use when this capability is needed.
- tomevault-io Bundle Vesper REST API Skills
REST-based Vesper agent skills for dataset search, download, cleaning, quality analysis, and export. Includes OpenAI function-calling schema, LangChain tools, and Claude tool-use format. Use when this capability is needed.
- tomevault-io Bundle Switchroom Switchroom Switchroom Health
Agent Health Diagnostics
- tomevault-io Bundle Koan AI Integration
Chat endpoints, embeddings, RAG workflows, vector search Use when this capability is needed.
- tomevault-io Bundle Agentic Vision
Image/video analysis with Gemini Use when this capability is needed.
- tomevault-io Bundle Nanobanana Pro
AI image generation via Gemini Use when this capability is needed.
- tomevault-io Bundle Udemy Download
Download Udemy courses with auth Use when this capability is needed.
- tomevault-io Bundle Sfcc Page Designer
Guide for creating Page Designer pages and components in Salesforce B2C Commerce Use when this capability is needed.
- tomevault-io Bundle Ab Test Setup
Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness. Use when this capability is needed.
- tomevault-io Bundle Culture Index
Index and search culture documentation Use when this capability is needed.
- tomevault-io Bundle Techwavedev Agi Agent Kit Deep Research
Gemini Deep Research Skill
- tomevault-io Bundle Techwavedev Agi Agent Kit Documentation
Documentation Skill
- tomevault-io Bundle DOCX Official
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document... Use when this capability is needed.
- tomevault-io Bundle Go Playwright
Expert capability for robust, stealthy, and efficient browser automation using Playwright Go. Use when this capability is needed.
- tomevault-io Bundle Go Rod Master
Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns. Use when this capability is needed.
- tomevault-io Bundle Legal Advisor
Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements. Use when this capability is needed.
- tomevault-io Bundle Plaid Fintech
Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices... Use when this capability is needed.
- tomevault-io Bundle Prisma Expert
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re... 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 project-research, prompt-engineering-technical-writing, container-management. 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.