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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Tm Init

Initialize a threat modeling project by analyzing architecture documentation. Creates threat model structure with asset inventory, data flows, trust boundaries, and attack surface mapping. Use when starting new threat modeling work, setting up threat model for a project, or creating initial security assessment. Use when this capability is needed.

Sep 17
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Transcribir

Transcribe one or more audio or video files to a structured Markdown document with timestamps and speaker diarization, using Google Gemini 3.5 Flash. Use this skill whenever the user provides audio/video files and wants them transcribed, or when the user says "transcribe esto", "transcribe estos audios", "pasame esto a texto", "que dice este audio", "transcripción", "voice note", "audio nota", "WhatsApp PTT", or similar. Supports .ogg, .mp3, .m4a, .wav, .opus, .flac, .aac, .webm, .mp4, .mov, .mpeg, .mpga. Auto-detects language (Spanish, English, etc.), identifies multiple speakers with timestamps, and outputs a clean MD next to each source file. Processes multiple files in parallel. Defaults to Gemini 3.5 Flash for the best speed/quality/cost balance (handles Spanish, Latin American accents, regionalisms, and multi-speaker diarization). Use the --pro flag to upgrade to gemini-pro-latest for maximum quality on critical audio, or --model X to specify any other model. Use when this capability is needed.

Sep 17
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X Ipe Task Based Share Idea

Convert refined idea summaries to shareable document formats (PPTX, DOCX, PDF). Use when user wants to share or present an idea. Uses MCP document conversion tools or pandoc. Triggers on requests like "share idea", "convert to ppt", "make presentation", "export idea". Use when this capability is needed.

Audited Sep 17
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Yunjuetech Yunjue Agent Macbook Optimizer

💻 MacBook Optimizer

Sep 17
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Flutter Add Integration Test

Configures Flutter Driver for app interaction and converts MCP actions into permanent integration tests. Use when adding integration testing to a project, exploring UI components via MCP, or automating user flows with the integration_test package.

Sep 17
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Research Assist

Use when working with a lightweight arXiv literature digest skill for OpenClaw, with Zotero-driven interest profiling, research-map plus Zotero-semantic ranking, agent-enriched digest cards, and non-destructive feedback writeback.

Sep 17
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Implement Team

Execute an implementation plan using parallel sub-agents for independent steps. Use when the user asks to "implement in parallel", "use a team to implement", or wants faster plan execution via agent team. Requires CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS enabled. Use when this capability is needed.

Sep 17
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0x0funky Agent Game Forge Agent Game Forge

Generate2dsprite

Sep 17
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Market Regimes

Market regime detection and regime-specific trading strategies. Use when analyzing market conditions to select appropriate strategy. Use when this capability is needed.

Sep 17
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Trading Wisdom

Core trading insights learned from Agent Arena competition. Use when making any trading decision to apply institutional knowledge. Use when this capability is needed.

Sep 17
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List Documents

列出当前对话中的所有文档名称，包括文件名、上传时间、状态等信息但是查看不了具体内容。 Use when this capability is needed.

Sep 17
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Genai Services

Use when implementing OCI GenAI inference APIs, troubleshooting rate limits or token errors, optimizing GenAI costs, or handling sensitive data (PHI/PII) in prompts. Covers model selection, cost calculations, token management, response validation, and healthcare/compliance considerations.

Sep 17
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Using Agent Skills

Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task. This is the meta-skill that governs how all other skills are discovered and invoked. Use when this capability is needed.

Sep 17
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Tracecat Repo Sync

Activate when user asks to sync, push, or publish local Tracecat MCP server code or Claude Code skills to their GitHub repositories Use when this capability is needed.

Sep 17
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Adspower Browser

Runs AdsPower Local API operations via the adspower-browser CLI (no MCP required). Use when the user asks to create or manage AdsPower browsers, groups, proxies, or check status; run Node CLI commands that call the same handlers as the MCP server.

Sep 17
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Web Forms Zod Validation

Zod schema validation patterns for TypeScript - schema definitions, type inference, refinements, transforms, discriminated unions Use when this capability is needed.

Sep 17
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Agricidaniel Claude Prompts Claude Prompts

Prompt Enhancer

Sep 17
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Agricidaniel Claude Prompts Prompt Enhance

Prompt Enhancer

Sep 17
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Agricidaniel Claude Prompts Prompt Library

Prompt Library

Sep 17
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Dppm Orchestration

Feature development using DPPM framework (Discover, Plan, Prototype, Monitor). Use for feature planning and multi-agent orchestration. Use when this capability is needed.

Sep 17
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Akiojin Unity MCP Server Unity Development

Unity Development Guide

Sep 17
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Logics MCP Linear

Install, configure, and use a Linear MCP server to connect MCP clients to Linear (query issues, projects, cycles). Use when wiring MCP clients to Linear. Use when this capability is needed.

Sep 17
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Logics MCP Notion

Install, configure, and use the Notion MCP server to connect MCP clients to Notion (read/query/update pages and databases). Use when wiring MCP clients to Notion. Use when this capability is needed.

Sep 17
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Python Ml Workflow

Expert guidelines for Python ML and LLM workflows. Covers code quality, experiment tracking, and data handling. Use when working on AI/ML components or data pipelines. Use when this capability is needed.

Sep 17
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Alisonaquinas LLM Web Design Skills Django

Django

Sep 17
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Domainprimitive Builder

Helps create and implement DomainPrimitive types correctly using the AltaSoft DomainPrimitives framework. Guides the agent to generate generator-compatible primitives, add proper validation logic, apply normalization when needed, and follow all structural and domain invariant rules required for safe DomainPrimitive design. Use when this capability is needed.

Sep 17
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Model Registry

Use when working with an AI Model Registry is a central repository used by data scientists

Sep 17
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Model Training

Model training is the process of teaching machine learning models to Use when this capability is needed.

Sep 17
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RAG Evaluation

Comprehensive guide to evaluating Retrieval-Augmented Generation systems, Use when this capability is needed.

Sep 17
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Amrahman90 Agent P Typescript Unit Testing

Unit Testing Skill

Sep 17
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Rapidata Sdk

Use when working with the Rapidata Python SDK to create or manage audiences, job definitions, and jobs for human labeling (image, video, audio, or text), configure early stopping, interpret results, or run Model Ranking Insights (MRI) benchmarks.

Sep 17
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Proton Bridge Email

Send email through Proton Mail Bridge (localhost SMTP) using age-encrypted credentials. Use when setting up Proton Bridge for an agent mailbox, encrypting Bridge credentials (no 1Password), or sending automated emails (daily reports, alerts) via Proton Bridge. Use when this capability is needed.

Sep 17
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Anpham1925 Claude Marketplace Django Stack

> **Recommended model: Sonnet** — Pattern application and code generation.

Sep 17
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AI Oracle Query

Directly query the APRO AI Oracle Ticker API to fetch live cryptocurrency data — prices, categories, and OHLCV candlestick charts. No code generation needed; the agent calls the API and returns results immediately. Use this skill whenever the user asks for real-time crypto prices, market data, coin categories, price history, candlestick data, or anything related to querying crypto market information from the APRO Oracle. Also triggers on 'check BTC price', 'show me ETH chart', 'what coins are in DeFi category', 'crypto market data', etc. Use when this capability is needed.

Sep 17
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AI Friendly Documentation

Write AI-optimized documentation for RAG systems. Use when creating docs, organizing changelogs, or improving AI discoverability. Covers self-contained sections, explicit terminology, changelog archiving, and semantic structure. Framework-agnostic - works for web apps, CLI tools, libraries, or any project type. Use when this capability is needed.

Sep 17
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Paper To Code

Implement AI/ML research papers from scratch when no official code exists. Use when the user wants to reproduce a paper, implement an algorithm from a PDF, build a model architecture from a research paper, or create working code from academic publications. Handles papers from arXiv, NeurIPS, ICML, ICLR, CVPR, and other venues. Produces UV-managed, GPU-ready Python projects with tests, demos, and documentation. Use when this capability is needed.

Sep 17

Frequently asked questions

What are AI & ML agent skills?

Which AI & ML skills are most installed?

Popular AI & ML skills on SkillMD right now include tm-init, transcribir, x-ipe-task-based-share-idea. 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.