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 Feature Testing用于测试 LLM Router 的新功能，特别是 API 接口测试。包含功能验证、API 兼容性测试和环境准备流程。当需要验证新开发的 Provider、模型或路由逻辑时使用。 Use when this capability is needed.
- tomevault-io Bundle Rspack Tracing
Comprehensive guide and toolkit for diagnosing Rspack build issues. Quickly identify where crashes/errors occur, or perform detailed performance profiling to resolve bottlenecks. Use when the user encounters build failures, slow builds, or wants to optimize Rspack performance. Use when this capability is needed.
- tomevault-io Bundle Rubakas Agent Notes Rails Javascript
JavaScript & Stimulus
- tomevault-io Bundle Rubakas Agent Notes Rails Migrations
Migrations Guide
- tomevault-io Bundle Rusel95 IOS Agent Skills IOS Testing
> **Approach: F.I.R.S.T-First, Production-Ready Tests** -- Every test produced by this skill must be Fast, Isolated, Repeatable, Self-validating, and Thorough. Architecture changes to production code and improvements to the test suite both follow phased, low-risk PRs tracked in a `refactoring/` directory.
- tomevault-io Bundle Agent Swarm Issue
Agent skill for swarm-issue - invoke with $agent-swarm-issue Use when this capability is needed.
- tomevault-io Bundle Sparc Methodology
SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration Use when this capability is needed.
- tomevault-io Bundle Bop Stage MCP Router
Use when you need to map Auto-Claude MCP server logic to bop stages, workflows, and commands.
- tomevault-io Bundle Work Delegator
Expert delegation specialist that creates comprehensive context packages for coding agents, analyzes requirements, identifies relevant files, and generates clear instructions. Activates when delegating work, assigning tasks, creating delegation packages, or preparing agent instructions. Use when this capability is needed.
- tomevault-io Bundle Optim Report
Final report generation specialist. Aggregates benchmark results, anti-triche analysis, and agent summaries into comprehensive markdown report. Use after all optimization phases complete. Use when this capability is needed.
- tomevault-io Bundle Rustchain MCP
This skill enables Claude Code to autonomously hunt for bounties, manage RTC wallets, and monitor the RustChain network. Use when this capability is needed.
- tomevault-io Bundle Hono Routing
Type-safe Hono APIs with routing, middleware, RPC. Use for request validation, Zod/Valibot validators, or encountering middleware type inference, validation hook, RPC errors. Use when this capability is needed.
- tomevault-io Bundle Team Shinchanultrawork
Use when you need to complete tasks quickly with parallel agent execution.
- tomevault-io Bundle Create Tasks
Comma-separated phase numbers to generate tasks for (e.g., "1,2"). Omit to select interactively or generate all. Use when this capability is needed.
- tomevault-io Bundle Sequenzia Agent Alchemy Docs Manager
Documentation Manager Workflow
- tomevault-io Bundle X64dbg Reverse Engineering
This skill should be used when performing binary analysis, debugging, reverse engineering, unpacking, or vulnerability research with x64dbg debugger via MCP. Provides expert knowledge on x64dbg MCP tools, Windows internals, assembly patterns, and reverse engineering methodology. Use when this capability is needed.
- tomevault-io Bundle Plugin Setup
Interactive plugin setup and scaffolding tool for Claude Code plugins. Use this skill when user asks to "create plugin", "new plugin", "scaffold plugin", "setup plugin", "initialize plugin", "add command", "add skill", "add agent", "add hook", "add MCP server", or mentions creating Claude Code plugin components. Use when this capability is needed.
- tomevault-io Bundle Sheldon 92 Tad AI Agent Architecture
**CONSUMES**: User agent system requirements or existing agent codebase
- tomevault-io Bundle Cross Validate Artifacts
Cross-validate documentation and artifacts across the codebase for consistency, conflicts, and contradictions. Use when users ask to "cross-validate", "validate docs", "check documentation consistency", "audit documentation", or find conflicts/contradictions in docs. Supports automatic fixing with "validate and fix" argument. Runs parallel subagents for efficient validation across categories (domain-models, agent-system, tech-stack, architecture, cli-commands). Part of the Shep autonomous SDLC platform — https://shep.bot Use when this capability is needed.
- tomevault-io Bundle Karpathy Wiki
Use when building or maintaining a personal knowledge base with LLM assistance. Triggers on ingesting sources, compiling wiki articles, querying knowledge, running health checks, deep research, or initializing a new wiki vault. Based on Karpathy's LLM Wiki pattern with Obsidian integration.
- tomevault-io Bundle Shubhamsaboo Awesome LLM Apps Editor
Editor
- tomevault-io Bundle Signoz Agent Skills Signoz MCP Setup
SigNoz MCP Setup
- tomevault-io Bundle Bear Agent
Bear agent from McCallum's Six-Animal Model. The visionary/leader archetype focused on achievement and competence. Use when needing strategic vision, decision leadership, or success-oriented feedback. Embodies nAch/nPow motivation and SDT competence. Invoke with /bear-agent [topic or context]. Use when this capability is needed.
- tomevault-io Bundle Wolf Agent
Wolf agent from McCallum's Six-Animal Model. The manager/pack leader archetype focused on affiliation and keeping the group together. Use when needing to monitor participation balance, build team cohesion, or ensure all voices are heard. Embodies nAff/nPow motivation and SDT relatedness. Invoke with /wolf-agent [group or conversation]. Use when this capability is needed.
- tomevault-io Bundle Snowflake Labs Sf Samples Sf Samples
Cloudflare R2 Logpush to Cortex Agent
- tomevault-io Bundle Softaworks Agent Toolkit Commit Work
Commit work
- tomevault-io Bundle Exercise Builder
Creates hands-on student exercises and practice activities for learning prompt engineering. Use when the user asks to create student activities, practice exercises, or hands-on learning tasks. Generates exercises with examples, solutions, and differentiation.
- tomevault-io Bundle Package MCP Server
Creates spec.yaml configurations for packaging MCP servers as containers. Use when adding a new MCP server to Dockyard, creating a spec.yaml file, or packaging npm/PyPI/Go MCP servers.
- tomevault-io Bundle Steipete Agent Scripts Agent Scripts
Video Transcript Downloader
- tomevault-io Bundle Resume Session
Resume a Claude Code agent's most recent conversation using /resume. Use when this capability is needed.
- tomevault-io Bundle Ailang
Write AILANG code. ALWAYS run 'ailang prompt' first - it contains the current syntax rules and templates. Use when this capability is needed.
- tomevault-io Bundle Akaprompt Engineer
Convert vague user prompt into scoped, safe, token-efficient Claude Code agent instructions. Use when writing, fixing, improving, or adapting a prompt. Use when this capability is needed.
- tomevault-io Bundle Supermemory
Supermemory is a state-of-the-art memory and context infrastructure for AI agents. Use this skill when building applications that need persistent memory, user personalization, long-term context retention, or semantic search across knowledge bases. It provides Memory API for learned user context, User Profiles for static/dynamic facts, and RAG for semantic search. Perfect for chatbots, assistants, and knowledge-intensive applications. Use when this capability is needed.
- tomevault-io Bundle Apple Mail MCP
This skill enables you to manage Apple Mail on macOS through natural language. Use it whenever the user mentions email, wants to send messages, or needs to read, search, or organize their inbox. Use when this capability is needed.
- tomevault-io Bundle Keyword Free
API-free keyword extraction Use when this capability is needed.
- tomevault-io Bundle MCP YAML Testing
Guide for writing and debugging YAML-based declarative MCP server tests using Aegis. Use this when asked to create, fix, or debug MCP YAML tests (*.test.mcp.yml files). 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 feature-testing, rspack-tracing, rubakas--agent-notes--rails-javascript. 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.