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 Itsdevcoffee Devcoffee Agent Skills Notenote
- tomevault-io Bundle Itsdevcoffee Devcoffee Agent Skills Tldr
tldr
- tomevault-io Bundle Documentation Generation
Documentation generation and maintenance patterns including README structure, CHANGELOG management, API documentation, wiki synchronization, and badge updates. Use when creating package docs, updat... Use when this capability is needed.
- tomevault-io Bundle J4flmao Agent Skills Blockchain Security
Blockchain Security
- tomevault-io Bundle J4flmao Agent Skills Golang Architecture
Golang Architecture
- tomevault-io Bundle Integrating Agents
Use when wiring vibe-validate into a non-Claude AI coding assistant (Cursor, Aider, Continue, or any other tool). Covers system-prompt additions, command wrappers, and output routing for agentic workflows.
- tomevault-io Bundle Harness Codebase Design
Design a codebase to work well with AI coding agents (Claude Code, Codex, Cursor, Aider). Use this skill when the user is starting or retrofitting a repository for agents, asking what AGENTS.md or CLAUDE.md should contain, designing project structure for AI assistance, asking about harness engineering, saying an agent keeps making the same mistake, asking how to make agents reliable on long-running tasks, or trying to make their codebase legible to coding agents. Trigger on indirect phrasings too. Examples include "set up my project for Claude Code", "make my repo agent-friendly", "stop my agent from doing X", "best architecture for AI-generated code", or "the agent keeps reinventing utilities". Use proactively when the user describes building a project with agent assistance and has not yet thought about scaffolding, AGENTS.md, custom linters, hooks, or feedback loops. Use when this capability is needed.
- tomevault-io Bundle MCP Server Creator
Use when building MCP servers — Model Context Protocol specification, server implementation in TypeScript and Python, defining tools with JSON Schema parameters, resources and resource templates, prompts, transport layers (stdio, SSE, streamable HTTP), error handling, testing with MCP Inspector, packaging and distribution, and integration with Claude Code and other MCP clients.
- tomevault-io Bundle N8n Automation
Master skill for building production-ready n8n workflows. Combines 8 specialized skills for template search, expressions, MCP tools, patterns, validation, node configuration, JavaScript and Python code. Use when creating, validating, or debugging n8n workflows. Use when this capability is needed.
- tomevault-io Bundle Pymc
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference. Use when this capability is needed.
- tomevault-io Bundle Legion
Iterative Swarm Loop — Submit a holistic project description, get a company team that keeps sprinting until everything is built. Combines autonomous looping with Hydra-scale parallel swarms. Requires CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1. Use when this capability is needed.
- tomevault-io Bundle Hub Collab
Orchestrate a multi-agent collaboration demo on the Thoughtbox Hub. Spawns MANAGER, ARCHITECT, and DEBUGGER agents that coordinate through shared workspaces, problems, proposals, and channels. Use when this capability is needed.
- tomevault-io Bundle Codex Orchestrator
Methodical end-to-end software delivery orchestrator for Codex CLI with dual project modes (greenfield for new builds, brownfield for existing systems) and dual execution modes (autonomous and gated). Use when users want full lifecycle delivery with strict stage gates, progress tracking, per-step manual/automated testing, continuous docs updates, change-impact management, and a reusable AGENTS.md workflow for any coding agent. Use when this capability is needed.
- tomevault-io Bundle Intelligent Router
Intelligent model routing for sub-agent task delegation. Use when spawning sub-agents or delegating tasks to choose the optimal model based on task complexity, cost, and capability requirements. Reduces costs by routing simple tasks to cheaper models while preserving quality for complex work. Use when this capability is needed.
- tomevault-io Bundle Zyla API Hub Skill
Zyla API Hub Skill — Turn your OpenClaw AI agent into a real-world operator. Power it with 10,000+ production-ready APIs from Zyla API Hub — instant access to weather, finance, translation, email validation, geolocation, and more. Use when this capability is needed.
- tomevault-io Bundle Langgraph Development
This guide covers building AI agents with LangChain/LangGraph, focusing on agent abstraction. Use when this capability is needed.
- tomevault-io Bundle Lambdatest Agent Skills API GRAPHQL Grpc
GraphQL & gRPC Skill
- tomevault-io Bundle Langconfig Builder
Complete guide for building agents and workflows in LangConfig. Use when users need help configuring nodes, connecting agents, setting up tools, or designing multi-agent systems within the LangConfig platform. Use when this capability is needed.
- tomevault-io Bundle REST API Tool
Invoke external REST APIs from inside an agent using httpx.AsyncClient. Supports GET/POST/PUT/DELETE with optional auth header propagation from the execution context. Use when an agent needs to call external services, microservices, or webhooks. Use when this capability is needed.
- tomevault-io Bundle Gh CLI Agentic
GitHub CLI commands optimized for AI agent workflows with JSON output and deterministic execution patterns. Use when this capability is needed.
- tomevault-io Bundle Langchain Init
Initialize a new LangChain TypeScript project. Use when starting an LLM-powered app, scaffolding an AI agent project, or setting up LangChain from scratch. Use when this capability is needed.
- tomevault-io Bundle Laurigates Claude Plugins MCP Management
MCP Server Management
- tomevault-io Bundle Creating Op Secrets
Creates secrets in 1Password using the op CLI. Use when the user needs to store new passwords, API keys, login credentials, or secure notes in 1Password. Supports Login, Password, API Credential, and Secure Note item types with optional vault selection and password generation.
- tomevault-io Bundle Deleting Op Secrets
Deletes or archives secrets in 1Password using the op CLI. Use when the user needs to permanently remove items, archive deprecated credentials, or clean up unused secrets from 1Password vaults. Supports both permanent deletion and archiving for later recovery. Use when this capability is needed.
- tomevault-io Bundle Updating Op Secrets
Updates existing secrets in 1Password using the op CLI. Use when the user needs to modify passwords, edit field values, add or remove fields, rename items, move items between vaults, or manage tags on existing 1Password items. Supports all item types including Login, Password, API Credential, and Secure Note. Use when this capability is needed.
- tomevault-io Bundle Bootstrap Realtime Eval
Bootstrap a new realtime eval folder inside this cookbook repo by choosing the right harness from examples/evals/realtime_evals, scaffolding prompt/tools/data files, generating a useful README, and validating it with smoke, full eval, and test runs. Use when a user wants to start a new crawl, walk, or run realtime eval in this repository. Use when this capability is needed.
- tomevault-io Bundle Initial Prompt
Guided workflow for building custom AI agents using the OpenHands Software Agent SDK. Use when you want to create a new agent through an interactive interview process that gathers requirements and generates implementation plans. Use when this capability is needed.
- tomevault-io Bundle Vector DB Setup
Sets up vector databases for semantic search including Pinecone, Chroma, pgvector, and Qdrant with embedding generation and similarity search. Use when users request "vector database", "semantic search", "embeddings storage", "Pinecone setup", or "similarity search".
- tomevault-io Bundle Paulkinlan Co Do Silent Failure Hunter
Silent Failure Hunter Agent
- tomevault-io Bundle Workflow To Skill
将用户的手工SOP/工作流抽取为可复用的Agent Skill规格与SKILL.md草案。适用于“把这个流程封装成skill/把步骤做成skill/从手工步骤生成SOP+分支+质量门禁+技能文件/元prompt做成skill”等请求。Use when the user describes a manual workflow and wants to turn it into a reusable Skill. Use when this capability is needed.
- tomevault-io Bundle Plutowang Agent Files Ide Bootstrapper
IDE Bootstrapper: Cross-Platform Expansion Protocol
- tomevault-io Bundle Pointeride Pointer Agent Customization
Agent Customization
- tomevault-io Bundle Poyhsiao Agent Skills Github Pr Review
GitHub PR Review
- tomevault-io Bundle Initiate Memory
Comprehensive guide for initializing or reorganizing agent memory and project context. Use when setting up a new project, when the user asks you to learn about the codebase, or when you need to create effective memory blocks for project conventions, preferences, and workflows. Use when this capability is needed.
- tomevault-io Bundle Batch Refactor With Sub Agents
Use a sub-agent (like `generalist`) to perform repetitive code transformations across multiple files in a single turn. Use when this capability is needed.
- tomevault-io Bundle Electrobun Teams
Use when orchestrating multi-agent Electrobun feature development. Explains the electrobun-feature-team architecture — UI agent (views, RPC contract) followed by backend agent (bun-side wiring) — the RPC contract handoff format, and how to run the team using CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1.
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 itsdevcoffee--devcoffee-agent-skills--note, itsdevcoffee--devcoffee-agent-skills--tldr, documentation-generation. 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.