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 Adr DiscoverDiscover ADR candidates across Specvital platform repositories with multi-agent collaboration Use when this capability is needed.
- tomevault-io Bundle Agents Refine
Iterative multi-model AGENTS.md refinement loop. Opus evaluates → patches → Codex evaluates → patches → Opus final polish. Supports root HLD mode and project LLD mode (references root). Use when this capability is needed.
- tomevault-io Bundle Langchain Fine Tuning
Fine-Tuning with Langchain. model customization. Use when this capability is needed.
- tomevault-io Bundle Using Streamlit CLI
Documents Streamlit CLI commands for running apps, managing configuration, and diagnostics. Use when starting Streamlit apps, configuring runtime options, or troubleshooting CLI issues. Use when this capability is needed.
- tomevault-io Bundle Stukozola Agent Resource Catalog Awareness
Awareness — Pragmatic Framework Skill
- tomevault-io Bundle Ailang Inbox
Cross-agent communication system with semantic search and GitHub sync. Check messages, find similar content, deduplicate, and sync with GitHub Issues for AI workflows across sessions. Use when this capability is needed.
- tomevault-io Bundle Recall
Retrieve prior decisions, rationale, and learned patterns from memory to apply consistently. Use when needing context from previous interactions, looking up past decisions, or ensuring consistency with prior reasoning. Use when this capability is needed.
- tomevault-io Bundle Sfcc Fraud Prevention
Layered fraud prevention playbook for Salesforce B2C Commerce developers. Use this when adding fraud signals, designing a risk scoring approach, integrating third-party tools, or hardening checkout/login against bot-driven abuse. Use when this capability is needed.
- tomevault-io Bundle Sfcc Isml Development
SFRA-first guide for developing ISML templates in Salesforce B2C Commerce (Bootstrap 4 conventions). Use this when creating, modifying, or troubleshooting SFRA templates, decorators, components, forms, includes, and caching. Use when this capability is needed.
- tomevault-io Bundle Sfcc Ocapi Scapi Slas
Decision guide for OCAPI vs SCAPI, and practical SLAS token lifecycle guidance (guest tokens, refresh rotation, public vs private clients, and hybrid SFRA/headless auth). Use this when planning integrations or debugging auth/rate-limit issues. Use when this capability is needed.
- tomevault-io Bundle Sfcc Sfra Controllers
Guide for developing SFRA controllers in Salesforce B2C Commerce. Use this when asked to create controllers, extend base functionality, implement middleware chains, handle routing, or customize storefront behavior. Use when this capability is needed.
- tomevault-io Bundle Atk UX Research
Conduct comprehensive UX research for America's Test Kitchen across any feature area (recipes, equipment, subscription, app experience, billing, etc.). Uses Exa Search, Firecrawl, Perplexity MCP, and Reddit JSON API to gather user feedback from app stores, Reddit, Trustpilot, BBB, and other review sources. Outputs structured research reports with quantitative metrics and qualitative themes. Use when this capability is needed.
- tomevault-io Bundle Agent Council
Collect and synthesize opinions from multiple AI agents. Use when users say "summon the council", "ask other AIs", or want multiple AI perspectives on a question. Use when this capability is needed.
- tomevault-io Bundle Agent Memory MCP
Use when working with a hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
- tomevault-io Bundle Techwavedev Agi Agent Kit Canva Automation
Canva Automation via Rube MCP
- tomevault-io Bundle Conductor Revert
Git-aware undo by logical work unit (track, phase, or task) Use when this capability is needed.
- tomevault-io Bundle Conductor Status
Display project status, active tracks, and next actions Use when this capability is needed.
- tomevault-io Bundle Customer Support
Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. Use when this capability is needed.
- tomevault-io Bundle LLM App Patterns
Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin... Use when this capability is needed.
- tomevault-io Bundle Techwavedev Agi Agent Kit Observe Whatsapp
Observe WhatsApp
- tomevault-io Bundle Pentest Commands
This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ... Use when this capability is needed.
- tomevault-io Bundle Stitch UI Design
Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra... Use when this capability is needed.
- tomevault-io Bundle Tdd Orchestrator
Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices. Use when this capability is needed.
- tomevault-io Bundle Testany Io Testany Agent Skills API Writer
API Writer
- tomevault-io Bundle Testany Io Testany Agent Skills Hld Writer
HLD Writer
- tomevault-io Bundle Testany Io Testany Agent Skills Lld Writer
LLD Writer
- tomevault-io Bundle MCP Scaffold
Scaffold production-ready Python MCP servers using FastMCP. Use when creating new MCP servers, initializing MCP projects, generating server boilerplate, or setting up MCP development environments. Supports all MCP primitives (tools, resources, prompts) with Pydantic validation, async patterns, and proper project structure. Use when this capability is needed.
- tomevault-io Bundle Tjpilant Idse Developer Agent Claude Skill
IDSE Developer Agent
- tomevault-io Bundle Config Lint
Validate and fix Claude Code configuration files -- skills, hooks, MCP servers, Copilot instructions, and CLAUDE.md files. Use when creating, updating, or reviewing any AI assistant configuration. Use when this capability is needed.
- tomevault-io Bundle Tondevrel Scientific Agent Skills Rasterio
Rasterio — Raster Geospatial Processing
- tomevault-io Bundle Intelligence Layer
Working with OpenBench intelligence layer - BaseAgent, LLM providers, tool execution, memory, and RAG patterns. Use when creating agents, configuring LLM providers, adding tools, or building RAG-augmented agents. Use when this capability is needed.
- tomevault-io Bundle It News Report
Search for IT news on a topic, enrich each result with a web search, and generate a Markdown report saved in /workspace. Use this skill when the user asks for a news report or a roundup on a technology topic. Default search query is "small ai local models". Use when this capability is needed.
- tomevault-io Bundle Agent Communication
Update Agent Communication Board with task status, completion messages, and blocker tracking. Use after completing tasks or when blocked. Use when this capability is needed.
- tomevault-io Bundle Lumina Gemini API
Project-specific guidance for Lumina Studio's Gemini API integration across text chat, image generation, video generation, function calling, search, thinking, and multi-turn context. Use when working in services/geminiService.ts, services/agentService.ts, components/ChatInterface.tsx, or App.tsx, or when debugging prompt/parameter flow and context bridging for Gemini/Veo in this project. Use when this capability is needed.
- tomevault-io Bundle Agent Native Architecture
Build applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop. Use when this capability is needed.
- tomevault-io Bundle Resume Builder
Generate professional resumes that conform to the Reactive Resume schema. Use when the user wants to create, build, or generate a resume through conversational AI, or asks about resume structure, sections, or content. This skill guides the agent to ask clarifying questions, avoid hallucination, and produce valid JSON output for https://rxresu.me. 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 adr-discover, agents-refine, langchain-fine-tuning. 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.