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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majiayu000 Bundle Gitinjest 2Convert GitHub repositories into LLM-friendly text. Use when you need to analyze external codebases, research unfamiliar libraries, understand third-party project structure, or ingest code from GitHub URLs (public/private, supports subdirectories).
567 - majiayu000 Bundle Agentdb Advanced Features 5
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
567 - majiayu000 Bundle Parallel Processing 2
Run multiple tasks in parallel using tmux windows or Agent Teams
567 - majiayu000 Bundle Swarm Orchestration 4
Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.
567 - majiayu000 Bundle Skill Feedback 2
Generate improvement reports for skills or CLI packages you authored. Use when ending a session where you worked on your own skill, when the user mentions "skill-feedback", "capture improvements", "session learnings", or when friction was observed during skill/package usage.
567 - majiayu000 Bundle Hive MCP 2
Use the Agent Hive MCP (Model Context Protocol) server for programmatic project management. Use this skill when working with MCP tools to list projects, claim/release projects, update status, add notes, or query dependencies through the MCP interface.
567 - majiayu000 Bundle MCP Tool Selection 2
Decision rules for when to use MCP Qdrant-Indexer semantic search vs grep/literal file tools. Use this skill when starting exploration, debugging, or answering "where/why" questions about code.
567 - majiayu000 Bundle Stable Version 2
各言語/フレームワークの安定版バージョン確認ガイド。 LTSの考え方、EOLチェック、アップグレード判断をサポート。
567 - majiayu000 Bundle Emacs Variables 2
Use when inspecting or modifying Emacs variables - provides elisp patterns for variable handling, customization, and state management
567 - majiayu000 Bundle Crypto Compliance 4
The banned-primitive gate. Routed to when changed code hashes, signs, encrypts, derives keys, generates security-relevant randomness, configures TLS, or imports a crypto library. Rejects broken primitives, disabled TLS verification, and home-rolled crypto; the approved-primitive list lives in security-controls.md. The auth-crypto-reviewer agent is dispatched as the reviewer.
567 - majiayu000 Bundle Deepwork Jobs Review Job Spec 2
Reviews job.yml against quality criteria using a sub-agent for unbiased validation. Use after defining a job specification.
567 - majiayu000 Bundle Agentic Eval 3
Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when implementing self-critique and reflection loops, building evaluator-optimizer pipelines for quality-critical generation, creating test-driven code refinement workflows, designing rubric-based or LLM-as-judge evaluation systems, adding iterative improvement to agent outputs (code, reports, analysis), and measuring agent response quality.
567 - majiayu000 Bundle Gemini Image Gen 5
Generate images directly from Claude Code CLI using Google's Gemini API.
567 - majiayu000 Bundle In7 Boundary Testing 2
Apply IN7 Boundary Testing to explore extreme conditions to find system limits and breaking points.
567 - majiayu000 Bundle X Twitter Scraper 24
Use Xquik for X/Twitter REST, MCP, SDKs, search, exports, monitoring & approved publishing. Not affiliated with X Corp. Trigger for tweet search, user lookup, timelines, follower exports, media, webhooks, bulk extraction, giveaways, or MCP setup. Read-only by default. Require explicit approval for writes, private reads, monitors, webhooks & metered bulk jobs.
567 - majiayu000 Bundle P8 Narrative Framing 2
Apply P8 Narrative Framing to structure information as causal stories with conflict, choice, and consequence.
567 - majiayu000 Bundle Youtube Thumbnail 3
YouTube thumbnail creation guide
567 - majiayu000 Bundle X Twitter Scraper 17
Use when the user needs X (Twitter) data or confirmation-gated X actions through Xquik: tweet search, user lookup, follower extraction, media download, monitoring, webhooks, MCP, SDKs, posting, likes, DMs, and profile updates. Requires a Xquik API key. Never ask for X login material.
567 - majiayu000 Bundle X Twitter Scraper 18
Use when the user needs X (Twitter) data through Xquik: tweet search, user lookup, follower export, media download, monitoring, webhooks, MCP, SDK setup, or confirmation-gated publishing workflows. Read-only by default, API-key only, no X login material, and every write, private read, monitor, webhook, or metered bulk job requires explicit approval.
567 - majiayu000 Bundle X Twitter Scraper 19
X (Twitter) data platform skill with 122 REST endpoints and MCP integration for search, user lookup, posting, monitoring, and extraction workflows.
567 - majiayu000 Bundle Document Changes 7
Generate a markdown report documenting codebase changes from the current session -- files added, modified, deleted, and a summary of what was done. Use when asked to "document changes", "generate change report", "save changes report", "what did I change", "session report", "summarize my changes", or "write a changes report".
567 - majiayu000 Bundle Git Doc Updater 3
在執行 Git commit 之前，自動檢查並更新專案的關鍵文檔，確保文檔與程式碼保持同步。
567 - majiayu000 Bundle Gemini Image Generator 7
Generate images using Google Gemini NanoBanana via browser automation. Use this skill for general-purpose AI image generation from text prompts. Includes persistent authentication, automatic environment setup, and reference image support for style matching.
567 - majiayu000 Bundle Video Production 6
Video Production
567 - majiayu000 Bundle Add Voice Transcription 4
Add voice message transcription to MicroClaw using OpenAI's Whisper API. Automatically transcribes WhatsApp voice notes so the agent can read and respond to them.
567 - majiayu000 Bundle Pubmed Quick Search 3
Quick literature search on PubMed. Triggers: 搜尋, 找論文, search papers, find articles, PubMed, 文獻搜尋, 快速搜尋
567 - majiayu000 Bundle Backend API 14
Apply the Agent OS standard for backend api.
567 - majiayu000 Bundle X Twitter Scraper 20
X (Twitter) data platform skill with 122 REST endpoints and MCP integration for search, user lookup, posting, monitoring, and extraction workflows.
567 - majiayu000 Bundle Qdrant Memory 2
Use this skill for semantic search, long-term memory storage, and RAG (Retrieval Augmented Generation). Enables vector-based knowledge retrieval and persistent memory across sessions.
567 - majiayu000 Bundle Sparkbtcbot 2
Set up Spark Bitcoin L2 wallet capabilities for AI agents. Initialize wallets from mnemonic, transfer sats and tokens, create/pay Lightning invoices, pay L402 paywalls, manage deposits and withdrawals. Use when user mentions "Spark wallet," "Spark Bitcoin," "BTKN tokens," "Spark L2," "Spark SDK," "Spark payment," "Spark transfer," "Spark invoice," "L402," "Lightning paywall," or wants Bitcoin L2 capabilities for an agent.
567 - majiayu000 Bundle Agentica Spawn 2
Spawn Agentica multi-agent patterns
567 - majiayu000 Bundle Devtools 2
This skill helps launch and configure the Chrome DevTools MCP server, giving Claude visual access to a live browser for debugging and automation. Use when the user asks to set up browser debugging, launch Chrome with DevTools, configure chrome-devtools-mcp, see what my app looks like, take screenshots of my web application, check the browser console, debug console errors, inspect network requests, analyse API responses, measure Core Web Vitals or page performance, run a Lighthouse audit, test button clicks or form submissions, automate browser interactions, fill out forms programmatically, simulate user actions, emulate mobile devices or slow networks, capture DOM snapshots, execute JavaScript in the browser, or troubleshoot Chrome DevTools MCP connection issues. Supports Windows, Linux, and WSL2 environments.
567 - majiayu000 Bundle Domain Modeller 2
Model-first design skill. Maps entities, relationships, and boundaries before code. Prioritises understanding the domain over jumping to implementation. Outputs conceptual models as Mermaid diagrams or Cypher-compatible graph structures.
567 - majiayu000 Bundle MCP Builder 29
Guide for building MCP (Model Context Protocol) servers that integrate external APIs/services with LLMs. Covers Python (FastMCP) and TypeScript (MCP SDK) implementations.
567 - majiayu000 Bundle Project Init 19
將此專案作為模板，快速初始化新專案。
567 - majiayu000 Bundle X Twitter Scraper 21
X (Twitter) data platform skill with 122 REST endpoints and MCP integration for search, user lookup, posting, monitoring, and extraction workflows.
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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 gitinjest, AgentDB Advanced Features, parallel-processing. 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.