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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tools-only Bundle 082 Claude C268c3c4Embedding Model Providers
7 - tools-only Bundle 083 Assess 7f4c4542
Evaluating Impact of a dbt Model Change
7 - tools-only Bundle 097 Retrieval Fb78f867
RAG System Architecture
7 - tools-only Bundle 018 Arboreto 8cb83dba
Basic GRN Inference with Arboreto
7 - tools-only Bundle 144 Decision 96533aca
Agent Script Patterns Quick Reference
7 - tools-only Bundle 156 Specific D9c0cc32
Prompt Engineering Patterns
7 - tools-only Bundle 067 Configure 5ca2e2f6
Embedding Configuration
7 - tools-only Bundle 173 Reference 360521df
PyMC Sampling and Inference Methods
7 - tools-only Bundle 1543 Defaults E665598b
Shared Agent Configuration
7 - tools-only Bundle 2562 Block 37db54de
<!-- Source: https://github.com/SuperiorByteWorks-LLC/agent-project | License: Apache-2.0 | Author: Clayton Young / Superior Byte Works, LLC (Boreal Bytes) -->
7 - tools-only Bundle 2563 Gantt B51ef540
<!-- Source: https://github.com/SuperiorByteWorks-LLC/agent-project | License: Apache-2.0 | Author: Clayton Young / Superior Byte Works, LLC (Boreal Bytes) -->
7 - tools-only Bundle 2569 Radar 2024c1e2
<!-- Source: https://github.com/SuperiorByteWorks-LLC/agent-project | License: Apache-2.0 | Author: Clayton Young / Superior Byte Works, LLC (Boreal Bytes) -->
7 - tools-only Bundle 147 Workflow 1c449525
Multi-Agent Development Workflow
7 - tools-only Bundle 2538 Install Ad1d9559
Installation Guide for MCP Code Checker
7 - tools-only Bundle 2542 Treemap 45980d28
<!-- Source: https://github.com/SuperiorByteWorks-LLC/agent-project | License: Apache-2.0 | Author: Clayton Young / Superior Byte Works, LLC (Boreal Bytes) -->
7 - tools-only Bundle 2574 Modules 349b6200
LLM Gateway Module Decomposition Design
7 - tools-only Bundle Sf Diagram Mermaid 2
Creates Salesforce architecture diagrams using Mermaid with ASCII fallback. Use when visualizing OAuth flows, data models (ERDs), integration sequences, system landscapes, role hierarchies, or Agentforce agent architectures.
7 - tools-only Bundle 116 Production 5ddec098
LLM Integration Guide
7 - tools-only Bundle 2483 Tutorials 9acb070e
EvalView Tutorials — Step-by-Step Guides for AI Agent Testing
7 - tools-only Bundle 004 Teaches Abad4d20
Agent API Intro
7 - tools-only Bundle 043 Dataset 1e78e441
Dataset Preparation for Fine-Tuning
7 - tools-only Bundle 112 Caching 50e5e286
Aider supports prompt caching for cost savings and faster coding.
7 - tools-only Bundle 1642 LLM F8b47845
Language Models (LLM)
7 - tools-only Bundle 2579 Req 78a53db3
Final Requirements Document: Model Routing & Proxy Service (OpenAI/Anthropic Compatible) + Admin Dashboard
7 - tools-only Bundle 1639 Spec Da992562
多Agent竞技场核心能力规范
7 - tools-only Bundle 281 Agent 2f63f722
Agent API
7 - tools-only Bundle 281 Agent B8df94d3
Agent API
7 - tools-only Bundle 2126 Build Dcf 39ac5e65
Build DCF Model
7 - tools-only Bundle 005 Arboreto E029490e
GRN Inference Algorithms
7 - tools-only Bundle 311 Agent Files 19041c61
Agent Files & Folders
7 - tools-only Bundle 098 Moderate 4bb874c6
PDD Prompt Report: `prompts/customer_service_agent.txt`
7 - tools-only Bundle 691 Plan 193e5734
Sprint Plan: Skill-Agent Integration Phase 1-2
7 - tools-only Bundle 2478 Proposal A2eaae60
Change: 多Agent对抗策略竞技场 (Multi-Agent Strategy Arena)
7 - tools-only Bundle 245 Prompts 5155f536
Param Forge Prompt Catalog
7 - tools-only Bundle 1116 AI Prompts 4e52c0c6
TRIZ + AI Prompt Templates
7 - tools-only Bundle 163 Chapter A13eac2d
p5.js Architecture and Execution Model
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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 082-claude_c268c3c4, 083-assess_7f4c4542, 097-retrieval_fb78f867. 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.