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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autonomous-ai Skill BlenderModel objects and scenes with Blender's Python (bpy) headless — primitives, modifiers, materials, collections, cameras, lights, animation — export glTF the 3D pane shows live, render stills and turntables, export STL. Use for any request that ends in a 3D model, a rendered shot or a glTF.
- autonomous-ai Skill Jev Guard
Fix a broken module under the live eye of Jev Guard, where Jev (TypeSafe's System One model) scores your own edits for progress, risk and trust.
- autonomous-ai Skill Comfy MCP
Create and inspect generative media projects in the Comfy MCP Harness workspace, including its local starter and optional upstream integration.
- autonomous-ai Skill Bonsai MCP
Create and inspect architecture projects in the Bonsai MCP Harness workspace, including its local starter and optional upstream integration.
- autonomous-ai Skill Foam Agent
Create and inspect simulation projects in the Foam-Agent Harness workspace, including its local starter and optional upstream integration.
- autonomous-ai Bundle Grid Operations
Look after the models on the user's machines — one laptop or a fleet: recognise their private grid, ask what they need in plain words, pick a model that fits from disk, catalog or Hugging Face, start it with vision and context that fit, prove it answers with one bounded call, change or stop a running one, and use Grid routing, usage, media and training commands.
- autonomous-ai Skill Juce Agent Toolkit
Create and inspect audio projects in the JUCE Agent Toolkit Harness workspace, including its local starter and optional upstream integration.
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odjaramillo Skill Cpp 2Modern C++ best practices with C++17/20 features. Trigger: When writing C++ code with modern standards.
- odjaramillo Bundle Lua 2
Lua scripting best practices for games and embedded systems. Trigger: When writing Lua scripts or game development.
- odjaramillo Bundle Zig 2
Zig best practices for system programming with memory safety. Trigger: When writing Zig code with memory safety.
- odjaramillo Skill Java 2
Java programming with Spring Boot, Maven, and modern Java 17+ features. Trigger: When developing Java/Spring Boot applications.
- odjaramillo Bundle Ruby 2
Ruby best practices for clean code and Rails development. Trigger: When writing Ruby code or Rails applications.
- odjaramillo Bundle Rust 2
Rust best practices, ownership, borrowing, and async patterns. Trigger: When writing Rust code with memory safety patterns.
- odjaramillo Bundle Erlang 2
Erlang/OTP patterns for concurrent and fault-tolerant systems. Trigger: When writing Erlang/OTP applications.
- odjaramillo Bundle Github 2
GitHub interaction templates and standards. Trigger: "create issue", "open PR", "draft release note".
- odjaramillo Skill Kaizen 2
Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.
- odjaramillo Bundle Nestjs 2
NestJS best practices with decorators, modules, and TypeORM. Trigger: When building NestJS applications with decorators.
- odjaramillo Bundle Python 2
Python best practices, PEP 8, type hints, and modern patterns. Trigger: When writing Python code, using type hints, or following PEP standards.
- odjaramillo Skill Flutter 2
Flutter and Dart best practices for mobile development. Trigger: When building Flutter/Dart mobile applications.
- odjaramillo Bundle Lancedb 2
LanceDB vector database patterns and best practices. Trigger: When using LanceDB vector database.
- odjaramillo Skill Changelog 2
Guidelines for maintaining changelogs based on Keep a Changelog format. Trigger: When writing or updating CHANGELOG.md files.
- odjaramillo Skill API Design 2
API-First design patterns, user stories, and sequence diagrams. Trigger: When designing APIs with OpenAPI, user stories, or sequence diagrams.
- odjaramillo Bundle Recurse Ml 2
Python ML coding patterns for identifying and avoiding common pitfalls. Trigger: When writing ML code with Python best practices.
- odjaramillo Bundle Git Pushing 2
Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says "push changes", "commit and push", "push this", "push to github", or similar git workflow requests.
- odjaramillo Skill Test Fixing 2
Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to make tests pass.
- odjaramillo Skill Codex Review 2
Professional code review with auto CHANGELOG generation, integrated with Codex AI
- odjaramillo Skill Ab Test Setup 2
Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
- odjaramillo Skill Brainstorming 2
Use this skill before any creative or constructive work (features, components, architecture, behavior changes, or functionality). This skill transforms vague ideas into validated designs through disciplined, incremental reasoning and collaboration.
- odjaramillo Skill Security Rbac 2
Database Security, RBAC, and Access Control policies Trigger: When implementing role-based access control.
- odjaramillo Skill File Organizer 2
Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants to clean up directories, organize downloads, remove duplicates, or restructure projects.
- odjaramillo Skill Prompt Library 2
Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use when user needs prompt templates, role-play prompts, or ready-to-use prompt examples for coding, writing, analysis, or creative tasks.
- odjaramillo Bundle Writing Skills 2
Use when creating new skills, editing existing skills, or verifying skills work before deployment
- odjaramillo Bundle Content Creator 2
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- odjaramillo Skill Doc Coauthoring 2
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
- odjaramillo Skill Concise Planning 2
Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.
- odjaramillo Skill Logic Procedures 2
PL/pgSQL Business Logic Procedures and Best Practices Trigger: When writing stored procedures or database logic.
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 blender, jev-guard, comfy-mcp. 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.