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 CI CD GuardrailsSkill for building safer, faster, and more reliable delivery pipelines Use when this capability is needed.
- tomevault-io Bundle Cui Java Unit Testing
CUI Java unit testing standards and patterns with JUnit 5, generators, and value object testing Use when this capability is needed.
- tomevault-io Bundle Permission Management
Permission validation, architecture patterns, anti-patterns, and best practices for Claude Code settings management Use when this capability is needed.
- tomevault-io Bundle MCP Creator
Expert MCP (Model Context Protocol) server developer creating safe, performant, production-ready servers with proper security, error handling, and developer experience. Activate on 'create Use when this capability is needed.
- tomevault-io Bundle Curiositech Some Claude Skills Skill Coach
Skill Coach: Creating Expert-Level Agent Skills
- tomevault-io Bundle RAG Implementer
Implement retrieval-augmented generation systems. Use when building knowledge-intensive applications, document search, Q&A systems, or need to ground LLM responses in external data. Covers embedding strategy, vector stores, retrieval pipelines, and evaluation. Use when this capability is needed.
- tomevault-io Bundle Flexsessionsclaudecode
Search Claude Code conversation history in the claude_code cell through the Flex MCP server. Use when the user asks about Claude Code sessions, recent turns, tool calls, files touched, delegation, or semantic search over Claude Code coding-agent work. Use when this capability is needed.
- tomevault-io Bundle Sprint Workflow
This skill should be used when the user asks about "how sprints work", "sprint phases", "iteration workflow", "convergent development", "sprint lifecycle", "when to use sprints", or wants to understand the sprint execution model and its convergent diffusion approach. Use when this capability is needed.
- tomevault-io Bundle Dannypenrose Agent Skills Coding Standards
Coding Standards Enforcement
- tomevault-io Bundle Send Secret Clipboard
This skill should be used when the user asks to "send clipboard as secret", "share what I copied", "send my clipboard securely", "share copied text", "share my clipboard", "send what's in my clipboard", "share copied credentials", "send copied password", "share clipboard with teammate", "send-secret from clipboard", "pbpaste send secret", "securely send what I copied", "share my password securely", or wants to share clipboard contents without the agent seeing them. macOS only - uses pbpaste to pipe clipboard directly to send-secret CLI. Use when this capability is needed.
- tomevault-io Bundle Agent Runbook
Create step-by-step executable runbooks for AI agents. Use when building automation scripts, setup guides, or multi-step workflows that agents can execute autonomously. Use when this capability is needed.
- tomevault-io Bundle Gitlab Automation
Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas. Use when this capability is needed.
- tomevault-io Bundle Davepoon Buildwithclaude Render Automation
Render Automation via Rube MCP
- tomevault-io Bundle Davepoon Buildwithclaude Vercel Automation
Vercel Automation via Rube MCP
- tomevault-io Bundle Davila7 Claude Code Templates RAG Engineer
RAG Engineer
- tomevault-io Bundle LLM Icon Finder
Finding and accessing AI/LLM model brand icons from lobe-icons library. Use when users need icon URLs, want to download brand logos for AI models/providers/applications (Claude, GPT, Gemini, etc.), or request icons in SVG/PNG/WEBP formats. Use when this capability is needed.
- tomevault-io Bundle Agent Identity Gen
Generates an AI agent's visual identity (avatar) and accepts testnet USDC payments on Base/Arc.
- tomevault-io Bundle Rails Model Generator
Creates Rails models using TDD approach - test first, then migration, then model. Use when creating new models, adding model validations, defining associations, or setting up database tables.
- tomevault-io Bundle Reducing Entropy
Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code amount, not effort. Bias toward deletion. Use when this capability is needed.
- tomevault-io Bundle Using Claude Team
Generic Claude Code multi-agent team-harness discipline — team creation and failure-recovery, awaiting-completion idle guardrails, terminal team teardown, degraded-mode fallback, and the deferred team-tool ToolSearch hop. Invoke when orchestrating any Claude Code agent team (TeamCreate/Agent/SendMessage), independent of any specific workflow. Use when this capability is needed.
- tomevault-io Bundle Handler Transformer
在 Controller 中创建新的 HTTP API 接口。当用户要求"添加一个接口"、"创建 API"、"添加 handler"、"生成 Controller 方法"或描述请求/响应结构时使用。自动生成 Controller 方法、Service 接口/实现、请求/响应 DTO。 Use when this capability is needed.
- tomevault-io Bundle Langchain Evaluation
Evaluation with Langchain. LLM evaluation. Use when this capability is needed.
- tomevault-io Bundle Vsum MCP Client
Wire the V-Sum MCP server (https://v-sum.com/mcp) into any streamable-HTTP MCP client. Use when the user wants to add V-Sum as a tool source for Claude Desktop, Cursor, ChatGPT, or another MCP-capable agent, or when they ask how to call V-Sum tools from code. Use when this capability is needed.
- tomevault-io Bundle Supreme Gg Gg Instagram CLI Instagram CLI
Instagram CLI — Agent Usage Guide
- tomevault-io Bundle Multi Agent Workflow
Use when implementing features with multiple AI agents working together
- tomevault-io Bundle Skill Rule
修改 Skill / Rule / Agent 文件的操作规范。当 AI 或用户需要新增、修改、删除 .cursor/skills/ 或 .cursor/rules/ 或 .cursor/agents/ 中的任何文件时触发。修改前必须遵循本规范，未经本规范允许不可直接改写 Skill/Rule/Agent。 Use when this capability is needed.
- tomevault-io Bundle Sfcc Job Development
Guide for developing custom jobs in Salesforce B2C Commerce Job Framework. Use this when asked to create batch jobs, scheduled tasks, chunk-oriented processing, or task-oriented jobs. Use when this capability is needed.
- tomevault-io Bundle Sfcc Platform Limits
Cheat-sheet and design patterns for surviving SFCC quotas and limits (script timeouts, HTTPClient call caps, session size, custom object quotas, file I/O restrictions, and headless rate limits). Use this when debugging enforced quota violations or designing scalable SFCC architectures. Use when this capability is needed.
- tomevault-io Bundle Supabase Skill
Configure and manage Supabase projects using MCP (Model Context Protocol). Use this skill when working with Supabase databases, setting up MCP servers, designing database schemas, implementing Row Level Security, managing migrations, or building modern data architectures with PostgreSQL. Essential for Supabase development, database design, and AI-powered database operations. Use when this capability is needed.
- tomevault-io Bundle Beautiful Prose
Use when working with a hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, filler, or therapeutic tone.
- tomevault-io Bundle Techwavedev Agi Agent Kit Coda Automation
Coda Automation via Rube MCP
- tomevault-io Bundle Conductor Setup
Configure a Rails project to work with Conductor (parallel coding agents) Use when this capability is needed.
- tomevault-io Bundle Context Manager
Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. Use when this capability is needed.
- tomevault-io Bundle Error Detective
Search logs and codebases for error patterns, stack traces, and Use when this capability is needed.
- tomevault-io Bundle Fp TS Pragmatic
Use when working with a practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library.
- tomevault-io Bundle Unity Developer
Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment. 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 ci-cd-guardrails, cui-java-unit-testing, permission-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.