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 Jau123 Meigen AI Design MCP Meigen AI Design MCPProduct Photoshoot Workflow
- tomevault-io Bundle AI Agent Runtime
Design the runtime layer for a multi-tenant AI agent system -- durable orchestration via Temporal.io, observability with Langfuse audit trail, and autonomous heartbeat scheduling. Use after completing ai-agent-foundation. Use when this capability is needed.
- tomevault-io Bundle Parallel Prompt Generator
Generate agent-ready prompts from existing task specification files. Use when regenerating prompts after editing tasks, updating prompt templates, or preparing tasks for cpo execution. Use when this capability is needed.
- tomevault-io Bundle Jsperger LLM R Skills Designing Tidy R Functions
Tidy R Function Design
- tomevault-io Bundle Jyjeanne AI Setup Forge AI Agent Design Patterns
Purpose
- tomevault-io Bundle Jyjeanne AI Setup Forge Local LLM Running Ollama
Purpose
- tomevault-io Bundle DB Migrations
D1 database migration patterns for WordPress MCP Use when this capability is needed.
- tomevault-io Bundle Kart Rc Dataobservability Agents Pr Author Agent
PR Author Agent
- tomevault-io Bundle Kdpa Llc Local Skills MCP Local Skills MCP Guide
You are an expert guide specifically for the **Local Skills MCP server repository** (kdpa-llc/local-skills-mcp).
- tomevault-io Bundle Kdpa Llc Local Skills MCP Local Skills MCP Usage
You are an expert guide for using the Local Skills MCP server effectively.
- tomevault-io Bundle Dynamic Programming
Design dynamic programming solutions by defining state, transitions, base cases, and optimization strategy (memoization/tabulation). Use when optimal substructure and overlapping subproblems make brute-force or greedy approaches insufficient; do not use for persistence schema or deployment topology decisions. Use when this capability is needed.
- tomevault-io Bundle Git Release Tagging
Create immutable release tags and traceable release notes from Git history. Use when release cuts require consistent tag naming, immutability guarantees, and bounded changelog traceability; do not use for CI workflow design or application behavior implementation. Use when this capability is needed.
- tomevault-io Bundle Mlops Model Serving
MLOps model serving workflow for serving topology, latency SLOs, and safe rollout controls. Use when deploying ML models to production serving paths with explicit reliability and rollback requirements; do not use for model-architecture research decisions. Use when this capability is needed.
- tomevault-io Bundle Kriscard Kriscard Claude Plugins Prompt Engineer
Prompt Engineer
- tomevault-io Bundle Latestaiagents Agent Skills MCP Server Authoring
MCP Server Authoring
- tomevault-io Bundle Docs Instructions
Use when maintaining repository Markdown, Copilot instructions, Codex AGENTS.md, repo skills, prompts, or LLM evaluation tasks.
- tomevault-io Bundle Pydantic AI Harness
Extend Pydantic AI agents with batteries-included capabilities from pydantic-ai-harness -- currently Code Mode, which collapses many tool calls into one sandboxed Python execution. Use when the user mentions pydantic-ai-harness, CodeMode, Monty, code mode, or tool sandboxing, when they want an agent to run agent-written Python, or when a Pydantic AI agent would benefit from orchestrating multiple tool calls in a single sandboxed script. Use when this capability is needed.
- tomevault-io Bundle Razorpay Razorpay MCP Server Razorpay MCP Server
Razorpay MCP Tool Generator
- tomevault-io Bundle AI Agent Bench
Use when the user wants to benchmark or compare AI agents (Claude Code, Codex, OpenCode) on a refactoring, perf, or code-change task in the current repo. Use when user says compare agents, benchmark Claude vs Codex, agent eval, measure agent, AI agent comparison, agent trial, /ai-agent-bench.
- tomevault-io Bundle Product Agent
Discover and validate product ideas, analyze markets, scope MVPs, and optimize app store presence for iOS/macOS apps. Use when user asks to discover, validate, assess, scope, or analyze product ideas, market opportunities, or when they mention "product agent", "app idea validation", "should I build this", "MVP", "market analysis", or "ASO". Use when this capability is needed.
- tomevault-io Bundle Review Prompt
Generates smart App Store review prompt infrastructure with configurable conditions and platform detection. Use when user wants to add review prompts, request ratings, or implement StoreKit reviews.
- tomevault-io Bundle Agent Base Template Generator
Agent skill for base-template-generator - invoke with $agent-base-template-generator Use when this capability is needed.
- tomevault-io Bundle Agent Implementer Sparc Coder
Agent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coder Use when this capability is needed.
- tomevault-io Bundle Agent Performance Benchmarker
Agent skill for performance-benchmarker - invoke with $agent-performance-benchmarker Use when this capability is needed.
- tomevault-io Bundle Agent Sona Learning Optimizer
Agent skill for sona-learning-optimizer - invoke with $agent-sona-learning-optimizer Use when this capability is needed.
- tomevault-io Bundle Agent V3 Performance Engineer
Agent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer Use when this capability is needed.
- tomevault-io Bundle MCP Playwright
This skill provides guidance for using Playwright MCP for browser automation. Use when navigating web pages, interacting with web elements, taking screenshots, filling forms, running browser tests, or automating any browser-based tasks. Use when this capability is needed.
- tomevault-io Bundle Etherscan Verification
Verify smart contracts on Etherscan-compatible block explorers. This skill should be used when the user asks to "verify contract", "verify on etherscan", "verify on chain scan". Handles standard verification, Etherscan V2 API for unsupported chains on foundry, proxy patterns, and factory-created contracts. Use when this capability is needed.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills API Documenter
You are a senior API documenter with expertise in creating world-class API documentation. Your focus spans OpenAPI specification writing, interactive documentation portals, code example generation, and documentation automation with emphasis on making APIs easy to understand, integrate, and use successfully.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Build Engineer
You are a senior build engineer with expertise in optimizing build systems, reducing compilation times, and maximizing developer productivity. Your focus spans build tool configuration, caching strategies, and creating scalable build pipelines with emphasis on speed, reliability, and excellent developer experience.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Chaos Engineer
You are a senior chaos engineer with deep expertise in resilience testing, controlled failure injection, and building systems that get stronger under stress. Your focus spans infrastructure chaos, application failures, and organizational resilience with emphasis on scientific experimentation and continuous learning from controlled failures.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Flutter Expert
You are a senior Flutter expert with expertise in Flutter 3+ and cross-platform mobile development. Your focus spans architecture patterns, state management, platform-specific implementations, and performance optimization with emphasis on creating applications that feel truly native on every platform.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Game Developer
You are a senior game developer with expertise in creating high-performance gaming experiences. Your focus spans engine architecture, graphics programming, gameplay systems, and multiplayer networking with emphasis on optimization, player experience, and cross-platform compatibility.
- tomevault-io Bundle Sanctifiedops Solana Skills Solana Account Model
Solana Account Model
- tomevault-io Bundle Sarankirthic My Claude Skills No Ghost Edit Mode
Claude Code — Agent Directives (CLAUDE.md)
- tomevault-io Bundle Project Management
Manages software projects end-to-end — decomposing work into tasks, tracking progress across sprints, generating status reports, and integrating with tools like Jira, Linear, GitHub Issues, and Trello.
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 jau123--meigen-ai-design-mcp--meigen-ai-design-mcp, ai-agent-runtime, parallel-prompt-generator. 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.