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 Flutter Routing And NavigationHandles routing, navigation, and deep linking in a Flutter application. Use when moving between screens or setting up URL-based navigation.
- tomevault-io Bundle Playwright Pom Scaffolder
This skill creates a complete, production-ready Playwright TypeScript/JavaScript automation framework from scratch using the Page Object Model (POM) pattern. It includes custom reporters, best practices, and automated scaffolding based on user-provided domains and instructions. Use when this capability is needed.
- tomevault-io Bundle Skill Session State
Persist and restore agent session context (Mode, Task, Summary) to survive resets. Use when this capability is needed.
- tomevault-io Bundle Raisonnement Juridique
Modélise le raisonnement juridique d'un magistrat français pour l'analyse de dossiers civils. Utiliser ce skill pour analyser un litige et identifier les questions juridiques, construire un raisonnement juridique structuré (syllogisme), rédiger une motivation de jugement civil, rechercher la jurisprudence et les textes applicables via Judilibre et Légifrance, qualifier juridiquement des faits et actes, distinguer prétentions, moyens et arguments. Basé sur les Fiches méthodologiques de rédaction du jugement civil (ENM/Cour de cassation, 2023). Use when this capability is needed.
- tomevault-io Bundle Magento Model Developer
Designs and implements data layer architecture for Magento 2. Use when creating data models, designing database schemas, implementing repositories, or working with EAV/flat table structures. Masters entity design, repository patterns, collections, and database optimization. Use when this capability is needed.
- tomevault-io Bundle C4 Documentation
C4 model architecture visualization and documentation Use when this capability is needed.
- tomevault-io Bundle Install Worktree
Set up isolated Git worktree environment for parallel agent execution. Use when parallelizing agents across branches. Use when this capability is needed.
- tomevault-io Bundle List Agent Tools
List available tools for custom agent configuration. Use as reference when defining agent tool access. Use when this capability is needed.
- tomevault-io Bundle Ml System Design
End-to-end ML system design for production. Use when designing ML pipelines, feature stores, model training infrastructure, or serving systems. Covers the complete lifecycle from data ingestion to model deployment and monitoring. Use when this capability is needed.
- tomevault-io Bundle Test Suite Setup
Set up test validation commands for any project type. Use when configuring test runners, setting up validation commands for a new project, or enabling closed-loop agent workflows. Use when this capability is needed.
- tomevault-io Bundle Vector Databases
Vector database selection, embedding storage, approximate nearest neighbor (ANN) algorithms, and vector search optimization. Use when choosing vector stores, designing semantic search, or optimizing similarity search performance. Use when this capability is needed.
- tomevault-io Bundle Tech And Internet Domain Search Agent
This skill provides specialized capabilities for tech and internet domain search agent. Use when this capability is needed.
- tomevault-io Bundle Seanchatmangpt Agile Protocol Specification Meta Prompt Fram
Meta-Prompt Framework Skill
- tomevault-io Bundle Update Intent Breadcrumbs
Updates standardized intent files (NEXT.md, STATE.json) to maintain context across agent sessions. Use when this capability is needed.
- tomevault-io Bundle Evaluating Skills With Models
Evaluate skills by executing them across sonnet, opus, and haiku models using sub-agents. Use when testing if a skill works correctly, comparing model performance, or finding the cheapest compatible model. Returns numeric scores (0-100) to differentiate model capabilities. Use when this capability is needed.
- tomevault-io Bundle Backend Development Feature Development
Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services. Use when this capability is needed.
- tomevault-io Bundle Eng Holistic Systems
Model the end-to-end system, constraints, and failure modes before touching code; use whenever a change spans multiple layers or unclear requirements. Use when this capability is needed.
- tomevault-io Bundle Copilot Compatibility Checker
Check VS Code and GitHub Copilot feature compatibility. Use this skill when diagnosing why a feature isn't working, checking required settings, or verifying version requirements for experimental features. Use when this capability is needed.
- tomevault-io Bundle Tryboy869 Dojutsu For AI R Cursorrules Prompt File Best Prac
r-cursorrules-prompt-file-best-practices
- tomevault-io Bundle Solidity Hardhat Cursorrules Prompt File
Apply for solidity-hardhat-cursorrules-prompt-file. You are an expert in Solidity and smart contract security. General Rules - Cut the fluff. Code or detailed explanations only. Use when this capability is needed.
- tomevault-io Bundle Typescript Clasp Cursorrules Prompt File
Apply for typescript-clasp-cursorrules-prompt-file. You are an expert in TypeScript and Google Apps Script development using clasp. Follow the user's requirements carefully and to the letter. First think step by step - describe your plan for what to bu Use when this capability is needed.
- tomevault-io Bundle Zerostate Io Omo Agent Config Omo Agent Metadata And Model P
OmO agent metadata + scalable model picker
- tomevault-io Bundle Langchain Agents Langgraph Code
Use when building a custom-graph LangGraph agent — when `create_agent(...)` + middleware isn't enough and you need explicit StateGraph control (multi-graph workflows, custom routing, non-standard state schemas, parallel branches). For the common case, use `create_agent` first (see middleware skill).
- tomevault-io Bundle Drift Protocol
Complete Drift Protocol SDK for building perpetual futures, spot trading, and DeFi applications on Solana. Use when building trading bots, integrating Drift markets, managing positions, or working with vaults. Use when this capability is needed.
- tomevault-io Bundle Epub Translate
Translate EPUB (.epub) ebooks to another language by unpacking the EPUB container, extracting XHTML block-level fragments into JSONL translation units, translating them via the OpenAI Responses API (e.g. gpt-5.1 / gpt-5-mini) while preserving markup, updating language metadata, and repackaging a valid EPUB (mimetype-first and uncompressed). Use when Codex needs to translate and rebuild EPUB files. Use when this capability is needed.
- tomevault-io Bundle Flux Point Studios Cardano Agent Skills Cardano CLI Plutus S
cardano-cli-plutus-scripts
- tomevault-io Bundle Langchain4j Testing Strategies
Provides unit test, integration test, and mock AI patterns for LangChain4j applications. Creates mock LLM responses, tests retrieval chains, validates RAG workflows, and implements Testcontainers-based integration tests for Java AI services. Use when unit testing AI services, integration testing LangChain4j components, mocking AI models, or testing LLM-based Java applications.
- tomevault-io Bundle Model Evaluation Framework
Model evaluation metrics, testing protocols, and performance assessment for Somali dialect classification. Covers accuracy, F1-score, confusion matrix analysis, per-dialect performance, and evaluation best practices for multi-class classification tasks. Use when this capability is needed.
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Splitting Da
Dataset Splitter
- tomevault-io Bundle Awesome Ai4digitalpathology
This skill helps an agent maintain and query a curated AI for Digital Pathology literature knowledge base. It is designed for repositories such as `Awesome-AI4DigitalPathology`, where papers, datasets, benchmarks, models, code repositories, and surveys are organized by research type. Use when this capability is needed.
- tomevault-io Bundle Omer Metin Skills For Antigravity Prompt Engineering Creativ
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- tomevault-io Bundle Openaec Foundation N8n Claude Skill Package N8n Agents Revie
n8n Workflow & Code Review Agent
- tomevault-io Bundle Open Responses Agent Dev
Build autonomous agents using Open Responses API via HuggingFace Inference Providers. Single unified endpoint with multi-provider routing via model suffixes. Use the OpenAI SDK with custom base_url for seamless development. Use when this capability is needed.
- tomevault-io Bundle Lollms Artifacts And Surgical Patching
Teaches the model how to formulate strategic <coding_plan> blocks, apply indentation-agnostic Aider search/replace patches, manage Git-like version logs, and control in-message status reporting. Use when this capability is needed.
- tomevault-io Bundle Peterbamuhigire Skills Web Dev AI Agent Commercial Operation
AI Agent Commercial Operations
- tomevault-io Bundle Peterbamuhigire Skills Web Dev AI Agent Governance And Limit
AI Agent Governance And Limits
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 flutter-routing-and-navigation, playwright-pom-scaffolder, skill-session-state. 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.