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.

tomevault-io Bundle

Workflow Agent

Execute Tellen workflow agents for multi-step audit procedures. Use this when the user wants to run an automated workflow, list available workflow agents, or retrieve workflow execution results. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Tencentcloudbase Cloudbase MCP Cloudbase MCP

CloudBase Sites Runtime

Sep 17
tomevault-io Bundle

Testany Io Testany Agent Skills API Reviewer

API Reviewer - 接口契约审查专家

Sep 17
tomevault-io Bundle

Testany Io Testany Agent Skills Hld Reviewer

HLD Reviewer - 技术方案审查专家

Sep 17
tomevault-io Bundle

Testany Io Testany Agent Skills Lld Reviewer

LLD Reviewer - 低层设计审查专家

Sep 17
tomevault-io Bundle

Testany Io Testany Agent Skills Media Writer

Media Writer - 自媒体写作工作流

Sep 17
tomevault-io Bundle

Lan Proxy Gateway Ops

Use when operating or configuring the lan-proxy-gateway CLI (the `gateway` binary) non-interactively — setting the proxy source/subscription, switching nodes, toggling TUN/adblock/traffic mode, adding routing rules, reading status, or starting/stopping the LAN gateway from a script or AI agent without driving the interactive TUI.

Sep 17
tomevault-io Bundle

Branch Workflow

Patterns for branch naming, validation, and lifecycle management. Used by git-pr-manager agent. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Soul Md Creator

Create or improve SOUL.md files for OpenClaw agents. Use when the user wants to design an agent personality, rewrite an existing soul, align SOUL.md with IDENTITY.md, or prepare a soul for publishing on souls.directory with optional frontmatter. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Gemini Obsidian

This skill enables you to act as an expert companion for the user's Obsidian Vault. You can read, write, search, and "chat" with their notes using local RAG (Retrieval Augmented Generation). Use when this capability is needed.

Sep 17
tomevault-io Bundle

Yolo

Autonomous session while you're AFK. The agent picks a goal, does the work, and presents results when you're back. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Mdanalysis

Comprehensive guide for MDAnalysis - the Python library for analyzing molecular dynamics trajectories. Use for trajectory loading, RMSD/RMSF calculations, distance/angle/dihedral analysis, atom selections, hydrogen bonds, solvent accessible surface area, protein structure analysis, membrane analysis, and integration with Biopython. Essential for MD simulation analysis. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Tondevrel Scientific Agent Skills Tensorflow

TensorFlow - Deep Learning Framework

Sep 17
tomevault-io Bundle

Copilot Setup Audit

Audit a repository's Copilot CLI customization setup and suggest improvements. Use when the user wants to review their Copilot configuration, find gaps, validate agents, skills, instructions, hooks, plugins, or MCP setup, or optimize their CLI customization setup. Use when this capability is needed.

Sep 17
tomevault-io Bundle

U9401066 Automl Stat MCP MCP Tools Reference

MCP Tools Reference 技能 (MCP 工具速查)

Sep 17
tomevault-io Bundle

Model Experiments

Experiment tracking manages ML experiments, metrics, parameters, and Use when this capability is needed.

Sep 17
tomevault-io Bundle

Amnadtaowsoam Cerebraskills Prompt Versioning

Prompt Versioning

Sep 17
tomevault-io Bundle

Retrieval Quality

Retrieval quality is critical for RAG systems. Bad retrieval leads to Use when this capability is needed.

Sep 17
tomevault-io Bundle

Agent Instruction Forge

Guide humans through creating effective instruction rules for coding agents (Copilot, Claude Code, Cursor, Windsurf, Aider, AGENTS.md, CLAUDE.md, .cursorrules, copilot-instructions.md). Trigger when someone asks to create, improve, or write agent instructions, copilot rules, AI coding guidelines, context files, or anything shaping agent behavior. Also trigger on 'agent keeps making mistakes', 'make Copilot follow our conventions', 'write rules for repo', 'set up agent context'. Runs an interactive extraction process — reads codebase first, then guides the human through targeted questions to surface implicit knowledge (past failures, non-obvious conventions, architectural decisions) that code alone can't tell an agent. For analyzing gaps in existing context, use context-gap-analyzer. This skill *creates* the rules. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Chatgpt MCP Apps Kit

Guide for implementing ChatGPT Apps using OpenAI Apps SDK. Use when building MCP servers with interactive UI components that integrate with ChatGPT, including widget runtime, authentication, state management, and deployment to the ChatGPT platform. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Agent Claude Code

Use when working in Claude Code. Provides a file navigation pattern not covered by default behavior; use Glob to discover relevant files before committing to reads, keeping subsequent reads targeted rather than loading full files blindly.

Sep 17
tomevault-io Bundle

API Design Framework

Use this skill when designing REST, GraphQL, or gRPC APIs. Provides comprehensive API design patterns, versioning strategies, error handling conventions, authentication approaches, and OpenAPI/AsyncAPI templates. Ensures consistent, well-documented, and developer-friendly APIs across all backend services.

Sep 17
tomevault-io Bundle

MCP Code Execution

Optimize multi-tool workflow chains via MCP server integration for processing large datasets, files, or complex pipelines. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Web Test Report

Generate test report with clear visual indicators - ✅ for pass, ❌ for fail. Summarize results, document failures, provide recommendations. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Avdlee Core Data Agent Skill Core Data Expert

Core Data Expert

Sep 17
tomevault-io Bundle

Aymenfurter Octoclaw Foundry Code Interpreter

Foundry Code Interpreter Agent

Sep 17
tomevault-io Bundle

Secretary Routing

Routes agent management tasks to the correct manager agent. Use when user requests agent creation, updates, audits, git operations, or verification. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Basher83 Lunar Claude Multi Agent Composition

Multi-Agent Composition

Sep 17
tomevault-io Bundle

Personal API

Turn an Obsidian vault into an AI-readable personal identity layer. Use when setting up ME.md and AGENT.md, scaffolding the full Knowledge Palace v2 structure, onboarding AI assistants, or maintaining the vault contract. Default setup creates the complete 30.knowledge system; --minimal creates only the lightweight identity layer. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Kernel Basics

Essential Zephyr RTOS kernel services. Covers thread lifecycle and priority, the logging subsystem for diagnostics, and the interactive shell for real-time hardware inspection and debugging. Trigger when writing application flows, adding logging to modules, or creating interactive CLI commands. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Zephyr Module

Creating and integrating out-of-tree Zephyr modules. Covers module.yml configuration, Kconfig and CMake integration within a module, and West manifest inclusion. Trigger when developing reusable libraries, driver packages, or external software components for Zephyr. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Summarize Scratchpads

Compress today's and yesterday's scratchpad entries across all agents into a structured 20-30 line summary. Use this to quickly orient on multi-agent state without reading every scratchpad. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Single Cell Rna Qc

Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Blazemeter Getting Started

Getting started guides for BlazeMeter, including onboarding, migration guides, continuous testing journey, glossary, and mobile testing. Use when getting started with BlazeMeter for (1) Navigating BlazeMeter University onboarding, (2) Migrating from Runscope or JMeter, (3) Understanding the continuous testing journey, (4) Referencing BlazeMeter terminology, (5) Testing mobile sites and apps, or any other getting started tasks. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Blazemeter Troubleshooting

Comprehensive troubleshooting guide for BlazeMeter, covering API Monitoring, Performance Testing, general issues, integrations, and security. Use when troubleshooting for (1) API Monitoring issues (Radar Agent auth, SSL certificates, debug tests), (2) Performance Testing issues (high response time, 500 errors, partial load, tests not starting), (3) General issues (delete non-empty project, forbidden domains, Chrome Extension export failures), (4) Integration issues (New Relic reporting), (5) Security issues (Apache Log4j2 vulnerability), (6) Support requests and tickets, or any other troubleshooting tasks. Use when this capability is needed.

Sep 17
tomevault-io Bundle

Codex Session Bootstrap

Codex-only mandatory startup skill for this repository. Trigger for every user request in this project, including read-only questions, planning, and code changes. Run before any reasoning, shell commands, or file edits. Use when this capability is needed.

Sep 17

Frequently asked questions

What are AI & ML agent skills?

Which AI & ML skills are most installed?

Popular AI & ML skills on SkillMD right now include workflow-agent, tencentcloudbase--cloudbase-mcp--cloudbase-mcp, testany-io--testany-agent-skills--api-reviewer. 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.