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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gabrielmoreira Bundle Oma ImageGenerate raster images or reference-guided variations through the OMA image CLI. Use for image assets or explicit vendor comparisons; pixel editing uses an editor.
17 - gabrielmoreira Bundle Oma Video
Create short, explainer, or recorded-demo videos through the OMA video CLI. Use for scripts, narration, assets, composition, and video delivery.
17 - gabrielmoreira Skill Openloomi Feature Guide
Use this when users ask about openloomi features, capabilities, or how to use it. Examples: 'openloomi 怎么用', '你能做什么', 'What can you do?', 'How does openloomi work?', 'Tell me about openloomi features', 'What platforms does openloomi support?', 'How do I use scheduled tasks?', 'What is Loop?', 'How does the attention agent work?', 'What is a Decision Card?', 'How do connectors work?', 'How do I extend Loop with custom types?', 'What is a classifier rule?', 'How do I plug openloomi into Claude Code / Codex?'
17 - gabrielmoreira Skill Update Agent Docs
Update Agent Docs
17 - gabrielmoreira Skill Diff Review
Structured code review of git diffs or pull requests. Analyzes changes for impact, risk, documentation staleness, and test coverage gaps. Produces a review report that can guide both human reviewers and automated follow-up actions.
17 - gabrielmoreira Skill Git Attach Review To Pr
Add line-specific review comments to pull requests using GitHub CLI API
17 - gabrielmoreira Skill Clarification
规划补料 Skill (Clarification)
17 - gabrielmoreira Skill Plan Compiler
调试计划编译 Skill (Plan Compiler)
17 - gabrielmoreira Skill Openloomi Feature Guide 2
Use this when users ask about openloomi features, capabilities, or how to use it. Examples: 'openloomi 怎么用', '你能做什么', 'What can you do?', 'How does openloomi work?', 'Tell me about openloomi features', 'What platforms does openloomi support?', 'How do I use scheduled tasks?', 'What is Loop?', 'How does the attention agent work?', 'What is a Decision Card?', 'How do connectors work?', 'How do I extend Loop with custom types?', 'What is a classifier rule?', 'How do I plug openloomi into Claude Code / Codex?'
17 - gabrielmoreira Skill Using Superpowers 3
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
17 - gabrielmoreira Skill Fpf Decay
Manage evidence freshness by identifying stale decisions and providing governance actions
17 - gabrielmoreira Skill Fpf Status
Display the current state of the FPF knowledge base
17 - gabrielmoreira Bundle Dast Automation
DAST Automation with Playwright MCP
17 - gabrielmoreira Skill Planning With Files 8
Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring >5 tool calls. Supports automatic session recovery after /clear.
17 - gabrielmoreira Bundle Elevenlabs
Convert documents and text to audio using ElevenLabs text-to-speech. Use this skill when the user wants to create a podcast, narrate a document, read aloud text, generate audio from a file, or convert text to speech.
17 - gabrielmoreira Skill MCP Setup Serena MCP
Guide for setup Serena MCP server for semantic code retrieval and editing capabilities
17 - gabrielmoreira Skill Fpf Actualize
Reconcile the project's FPF state with recent repository changes
17 - gabrielmoreira Skill Reference Contract
参考合同 Skill (Reference Contract)
17 - gabrielmoreira Skill N8n Architect
Use when the user explicitly wants to create, edit, validate, sync, or troubleshoot n8n workflows, asks about n8n nodes or automation, or wants to use n8n-as-code in the current context root.
17 - gabrielmoreira Skill MCP Setup Context7 MCP
Guide for setup Context7 MCP server to load documentation for specific technologies.
17 - gabrielmoreira Skill Expo UI Jetpack Compose
> The instructions in this skill apply to SDK 55 only. For other SDK versions, refer to the Expo UI Jetpack Compose docs for that version for the most accurate information.
17 - gabrielmoreira Skill Pixel Value Forensics
像素取证 Skill (Pixel Value Forensics)
17 - gabrielmoreira Skill Skeptic 2
Internal specialist skill for Challenge weak claims and sign off only when proven.. Use when `rdc-debugger` dispatches skeptic work.
17 - gabrielmoreira Skill Skeptic 3
Internal specialist skill for challenging weak claims and signing off only when proven. Use this when `rdc-debugger` dispatches skeptic work.
17 - gabrielmoreira Bundle N8n Expression Syntax
Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, or working with webhook data in workflows.
17 - gabrielmoreira Skill Skeptic 4
Internal specialist skill for Challenge weak claims and sign off only when proven.. Use when `rdc-debugger` dispatches skeptic work.
17 - gabrielmoreira Skill Shader Ir 2
Internal specialist skill for Analyze shader source, IR evidence, and suspicious fingerprints.. Use when `rdc-debugger` dispatches shader-ir work.
17 - gabrielmoreira Skill Shader Ir 3
Internal specialist skill for analyzing shader source, IR evidence, and suspicious fingerprints. Use this when `rdc-debugger` dispatches shader-ir work.
17 - gabrielmoreira Skill Shader Ir 4
Internal specialist skill for Analyze shader source, IR evidence, and suspicious fingerprints.. Use when `rdc-debugger` dispatches shader-ir work.
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fabioc-aloha Skill LLM Model Selection 3Choosing the right model for the task — power vs. cost vs. speed.
- fabioc-aloha Skill User Config Manager 3
Manage VS Code's global AI configuration — user memories, custom agents, user prompts, and MCP servers
- fabioc-aloha Skill Prompt Evolution System 3
Externalized prompt store, A/B testing, metrics-driven evolution, quality gates, and auto-rollback
- fabioc-aloha Skill Security Threat Modeler 3
Analyze codebase architecture to generate a STRIDE-based threat model with data flow diagrams, trust boundaries, prioritized threats, and mitigations. Compatible with Microsoft Threat Modeling Tool concepts. Use when asked to "threat model", "security analysis", "STRIDE analysis", "identify security threats", "data flow security", "generate a threat model", or "security architecture review".
- fabioc-aloha Skill Multi Agent Orchestration 3
Coordinate multiple AI agents for complex tasks — decomposition, delegation, and synthesis
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bilal140202 Bundle Add Target给 stdagent 新增一个 AI CLI 工具 target（transformer + 调研 + 测试 + 文档），逐步指引
- bilal140202 Bundle Add Target 2
给 stdagent 新增一个 AI CLI 工具 target（transformer + 调研 + 测试 + 文档），逐步指引
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 oma-image, oma-video, openloomi-feature-guide. 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.