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 Core 10Personal AI Infrastructure core. AUTO-LOADS at session start. The authoritative reference for how the PAI system works, how to use it, and all system-level configuration. USE WHEN any session begins, user asks about the system, identity, configuration, workflows, security, or any other question about how the PAI system operates.
567 - majiayu000 Bundle Implement Task 6
Implementation agent that executes a single task and creates handoff on completion
567 - majiayu000 Bundle Openai Whisper API 5
Transcribe audio via OpenAI Audio Transcriptions API (Whisper).
567 - majiayu000 Bundle LLM Wiki 5
Karpathy 风格 LLM Wiki / markdown knowledge base 工作流。用于 ingest、query、lint 持久化知识库；先做 orientation，再按 analysis -> generation 维护 wiki。
567 - majiayu000 Bundle Consume Music 2
Search and annotate ingested music using Horus Music Taxonomy (HMT). Works with content already processed by /ingest-yt-history.
567 - majiayu000 Bundle Ict Mnq Trading 2
ICT-based MNQ futures trading analysis system for MFFU prop firm evaluation. Use when user provides market data (PDH, PDL, FVG levels, liquidity sweeps) and asks for trade analysis, entry/exit points, or bias confirmation. Triggers on keywords like "trade setup", "NQ analysis", "entry", "SL", "TP", "bias", "liquidity sweep", "FVG", "order block", "ICT", "MMXM", "MMBM", "MMSM", "market maker model", "smart money reversal", "SMR".
567 - majiayu000 Bundle Game Design 2
Game design principles. GDD structure, balancing, player psychology, progression.
567 - majiayu000 Bundle Model Recommendation 2
Analyze chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, and cost-efficiency
567 - majiayu000 Bundle View Results 2
View and analyze Hawk evaluation results. Use when the user wants to see eval-set results, check evaluation status, list samples, view transcripts, or analyze agent behavior from a completed evaluation run.
567 - majiayu000 Bundle Bmad Advanced Elicitation 2
Push the LLM to reconsider, refine, and improve its recent output. Use when user asks for deeper critique or mentions a known deeper critique method, e.g. socratic, first principles, pre-mortem, red team.
567 - majiayu000 Bundle Pricing Roi 2
Explain MotherDuck pricing and ROI tradeoffs. Use when an economic_buyer, technical_owner, or analytics_lead is asking about spend, budget guardrails, workload cost drivers, plan fit, or whether MotherDuck is worth adopting.
567 - majiayu000 Bundle Parallel Agents 4
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
567 - majiayu000 Bundle IOS UI Lib 2
Use when referencing iOS theme SwiftUI components, design tokens, or platform-specific token mappings
567 - majiayu000 Bundle Agent Development 6
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.
567 - majiayu000 Bundle AI Review 3
Use when reviewing code changes (PRs, diffs, or files) with parallel specialized agents. 8-agent review with self-challenge protocol and cross-agent corroboration.
567 - majiayu000 Bundle Javascript Sdk 2
JavaScript/TypeScript SDK for inference.sh - run AI apps, build agents, integrate 150+ models. Package: @inferencesh/sdk (npm install). Full TypeScript support, streaming, file uploads. Build agents with template or ad-hoc patterns, tool builder API, skills, human approval. Use for: JavaSc...
567 - majiayu000 Bundle Setup 37
This skill should be used when user encounters "Supabase MCP error", "Supabase auth failed", "Supabase OAuth error", "Supabase not working", or needs help configuring Supabase integration.
567 - majiayu000 Bundle Setup 38
This skill should be used when user encounters "MongoDB connection failed", "authentication failed", "MongoDB MCP error", "connection string invalid", "authSource error", or needs help configuring MongoDB integration.
567 - majiayu000 Bundle Agentic Jujutsu 3
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
567 - majiayu000 Bundle Pro Workflow 2
Complete AI coding workflow system. Orchestration patterns, 18 hook events, 5 agents, cross-agent support, reference guides, and searchable learnings. Works with Claude Code, Cursor, and 32+ agents.
567 - majiayu000 Bundle Git Commits 7
Git Commit Rules
567 - majiayu000 Bundle MCP Scripts 2
MCP Script Rules
567 - majiayu000 Bundle Verification Quality Assurance 3
Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
567 - majiayu000 Bundle Prompt Sensei 2
Stage-aware prompt coaching, prompt improvement, lookback analysis, prompting habit feedback, and local reports about prompt quality for AI coding agents such as Claude Code or Codex.
567 - majiayu000 Bundle Openrouter 4
Access 100+ AI models via OpenRouter. Route between providers, manage costs, and use fallbacks. Use for multi-model AI applications, cost optimization, and LLM provider abstraction.
567 - majiayu000 Bundle Pubmed Database 2
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.
567 - majiayu000 Bundle Discord Init 2
Initialize Discord configuration. Use when user wants to set up, configure, or connect their Discord account for the first time.
567 - majiayu000 Bundle Discord Send 2
Send messages to Discord channels. Use when user wants to post, reply, or send messages to Discord.
567 - majiayu000 Bundle Commit Lint 2
Formats and lints code with ruff using a sub-agent. Use after tests pass to ensure code style compliance.
567 - majiayu000 Bundle Vibe Validate 2
Expert guidance for vibe-validate, an LLM-optimized validation orchestration tool. Use when working with vibe-validate commands, configuration, pre-commit workflows, or validation orchestration in TypeScript projects.
567 - majiayu000 Bundle Brain QA 2
Semantic, logic, code, and architectural validation of Alex's cognitive architecture — not just file counts, but meaning coherence
567 - majiayu000 Bundle Code Review Checklist 9
Generates a code review checklist for the Code Reviewer agent
567 - majiayu000 Bundle Aif Skill Generator 2
Generate professional Agent Skills for Claude Code and other AI agents. Creates complete skill packages with SKILL.md, references, scripts, and templates. Use when creating new skills, generating custom slash commands, or building reusable AI capabilities. Validates against Agent Skills specification.
567 - majiayu000 Bundle Discover Music 2
Discover new music using MusicBrainz and ListenBrainz APIs. Recommends music based on Horus taste profile and HMT bridge attributes. Can also be invoked via /dogpile music.
567 - majiayu000 Bundle Loogle Search 2
Search Lean 4 mathlib using Loogle API
567 - majiayu000 Bundle Mobile Games 2
Mobile game development principles. Touch input, battery, performance, app stores.
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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 CORE, implement-task, openai-whisper-api. 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.