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 Etiennemunnich Crs Agent Skill Waf Rule ManagementWAF Rule Management
- tomevault-io Bundle Flutter Networking Retrofit Dio
HTTP networking standards using Dio and Retrofit with Auth interceptors. Use when this capability is needed.
- tomevault-io Bundle Helsinki Nlp Model Training
Fine-tune Helsinki-NLP OPUS-MT models for Chuukese translation with custom training data, evaluation, and deployment. Use when training, evaluating, fine-tuning, or deploying translation models for Chuukese-English translation. Use when this capability is needed.
- tomevault-io Bundle Langchain Prompt Engineering
Manage LangChain 1.0 prompts like code \u2014 LangSmith prompt hub versioning,\n\ Use when this capability is needed.
- tomevault-io Bundle Flux Point Studios Cardano Agent Skills Hydra Head
hydra-head
- tomevault-io Bundle Building Langgraph Agents
LangGraph development for stateful multi-agent applications, cyclic workflows, conditional routing, human-in-the-loop patterns, and persistent state management. Use for complex AI orchestration, agent coordination, and production-grade agentic systems. Use when this capability is needed.
- tomevault-io Bundle Kids Learning Creator
Genera contenuti didattici interattivi per bambini di 10 anni su qualsiasi argomento. Include spiegazioni semplici, quiz, esperimenti, attività pratiche e prompt per immagini AI. Usa quando vuoi spiegare un concetto a un bambino in modo divertente e coinvolgente. Use when this capability is needed.
- tomevault-io Bundle Gabrielmoreira Agent Skills Mirror Flutter Testing
Flutter Testing
- tomevault-io Bundle Python MCP Server Generator
Generate a complete MCP server project in Python with tools, resources, and proper configuration Use when this capability is needed.
- tomevault-io Bundle Tech Debt Reducer
Systematic technical debt reduction and code optimization agent. Use when refactoring code, reducing complexity, eliminating code smells, improving performance, cleaning up unused code, or modernizing legacy patterns. Handles dependency updates, architecture improvements, and codebase health metrics. Use when this capability is needed.
- tomevault-io Bundle Tinyfish
Use TinyFish/Mino web agent to extract/scrape websites, extract data, and automate browser actions using natural language. Use when you need to extract/scrape data from websites, handle bot-protected sites, or automate web tasks. Use when this capability is needed.
- tomevault-io Bundle Dingdinglz Skill Write Agent Use Adk Go Adk Go Agent
ADK-Go Agent Development
- tomevault-io Bundle Diversioteam Agent Skills Marketplace Clickup Ticket
ClickUp Ticket Skill
- tomevault-io Bundle Plan Directory
Create or update a structured plan directory with a PLAN.md index and numbered task files (001-*.md) containing checklists, tests, and completion criteria. Use when this capability is needed.
- tomevault-io Bundle API Design Knowledge
API Design knowledge base. Provides REST constraints, Richardson Maturity Model, HTTP semantics, content negotiation, and GraphQL/gRPC comparison for API audits and generation. Use when this capability is needed.
- tomevault-io Bundle Ecos Failure Recovery
Use when recovering from agent failures or coordinating agent replacements. Trigger with failure events.
- tomevault-io Bundle Eia Github Pr Merge
Use when merging pull requests, checking merge status, or configuring auto-merge. Trigger with merge, auto-merge, or readiness verification requests.
- tomevault-io Bundle Copilot Agents Optimization
Use when optimizing AGENTS.md or copilot-instructions.md — deduplicates against .augment/ content, enforces line budgets, and focuses each file on its audience.
- tomevault-io Bundle Agent Architecture Analysis
Perform 12-Factor Agents compliance analysis on any codebase. Use when evaluating agent architecture, reviewing LLM-powered systems, or auditing agentic applications against the 12-Factor methodology. Use when this capability is needed.
- tomevault-io Bundle Pydantic AI Common Pitfalls
Avoid common mistakes and debug issues in PydanticAI agents. Use when encountering errors, unexpected behavior, or when reviewing agent implementations. Use when this capability is needed.
- tomevault-io Bundle Claw Orchestrator
Manage persistent coding sessions across Claude Code, Codex, Gemini, Cursor, and OpenCode engines. Use when orchestrating multi-engine coding agents, starting/sending/stopping sessions, running multi-agent council collaborations, cross-session messaging, ultraplan deep planning, ultrareview parallel code review, autoloop autonomous workspace iteration, ultraapp building deployable web apps from a structured Q&A interview, switching models/tools at runtime, or exposing the orchestrator's 55 tools as an MCP server to Hermes Agent / Claude Desktop / Cursor / Cline / Continue / Zed / Windsurf / Goose. Triggers on "start a session", "send to session", "run council", "ultraplan", "ultrareview", "autoloop", "ultraapp", "Forge tab", "build a web app", "one-click app", "AppSpec", "autonomous iteration", "iterate until goal", "deep paper review", "auto research", "switch model", "multi-agent", "coding session", "session inbox", "cursor agent", "opencode", "mcp server", "clawo-mcp", "hermes mcp", "model context protocol
- tomevault-io Bundle Gabrielmoreira Agent Skills Mirror Flutter Duit Bdui
Flutter Duit Backend-Driven UI
- tomevault-io Bundle Web Scraping Automation AI Agent
Auto-imported skill web_scraping_automation_ai_agent Use when this capability is needed.
- tomevault-io Bundle Convex Helpers Guide
Discover and use convex-helpers utilities for relationships, filtering, sessions, custom functions, and more. Use when you need pre-built Convex patterns. Use when this capability is needed.
- tomevault-io Bundle Create MCP Servers
Create Model Context Protocol (MCP) servers that expose tools, resources, and prompts to Claude. Use when building custom integrations, APIs, data sources, or any server that Claude should interact with via the MCP protocol. Supports both TypeScript and Python implementations. Use when this capability is needed.
- tomevault-io Bundle Coding Agents Prompt Adaptation
Adapt skills, agents, subagents, workflows, commands, rules, templates, or any generic prompt from one coding agent/IDE/context to another while preserving original intent, hooks, meaning, and strategy (Claude Code, Cursor, Copilot, Windsurf, OpenCode, or current project context). `ADAPT <files>` is alias command. Use when this capability is needed.
- tomevault-io Bundle Desc Takumi Method Agent
匠Method Agentの使い方を説明する Use when this capability is needed.
- tomevault-io Bundle Helixdevelopment Helixagent Windsurf MCP Integration
Windsurf Mcp Integration
- tomevault-io Bundle Javascript Best Practices
Idiomatic JavaScript patterns and conventions for maintainable code. Use when this capability is needed.
- tomevault-io Bundle Code Simplifier Agent
Code simplification and cleanup specialist. Reduces complexity, removes duplication, improves readability, and ensures code follows project conventions. Use after rapid development sessions to clean up code. Use when this capability is needed.
- tomevault-io Bundle E2e Playwright
Write reliable Playwright E2E tests with Page Object Model, stable selectors, and proper waits. Use when creating or maintaining E2E tests with e2e-runner. Use when this capability is needed.
- tomevault-io Bundle Maximus Validate
Validate a Maximus Loop project configuration. Run deterministic CLI checks and provide project-aware advisories. Use when the user asks to "validate maximus", "check maximus config", "verify maximus setup", "is my maximus config correct", "is my project ready to run", "lint my config", or before running the engine. Use when this capability is needed.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Backend Developer
You are a senior backend developer specializing in server-side applications with deep expertise in Node.js 18+, Python 3.11+, and Go 1.21+. Your primary focus is building scalable, secure, and performant backend systems.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Error Coordinator
You are a senior error coordination specialist with expertise in distributed system resilience, failure recovery, and continuous learning. Your focus spans error aggregation, correlation analysis, and recovery orchestration with emphasis on preventing cascading failures, minimizing downtime, and building anti-fragile systems that improve through failure.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills GRAPHQL Architect
You are a senior GraphQL architect specializing in schema design and distributed graph architectures with deep expertise in Apollo Federation 2.5+, GraphQL subscriptions, and performance optimization. Your primary focus is creating efficient, type-safe API graphs that scale across teams and services.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Kotlin Specialist
You are a senior Kotlin developer with deep expertise in Kotlin 1.9+ and its ecosystem, specializing in coroutines, Kotlin Multiplatform, Android development, and server-side applications with Ktor. Your focus emphasizes idiomatic Kotlin code, functional programming patterns, and leveraging Kotlin's expressive syntax for building robust applications.
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 etiennemunnich--crs-agent-skill--waf-rule-management, flutter-networking-retrofit-dio, helsinki-nlp-model-training. 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.