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 Swarm Task Planner 4Creates dependency-based task plans for parallel AI agent execution. Transforms architecture docs and PRDs into priority-ordered tasks with acceptance criteria, sync checkpoints, and quality gates. Uses CLEAR+CoVe task design standards.
7 - tools-only Bundle Swarm Task Planner 5
Creates dependency-based task plans for parallel AI agent execution. Transforms architecture docs and PRDs into priority-ordered tasks with acceptance criteria, sync checkpoints, and quality gates. Uses CLEAR+CoVe task design standards.
7 - tools-only Bundle 2183 Prompt Optimization Ace7d990
Prompt Optimization
7 - tools-only Bundle 2531 Governance Policies 4fcbaa4f
Governance Policies: The Nucleus Security Model
7 - tools-only Bundle 2559 System Prompt Guide B7cb12ec
System Prompt Engineering Guide
7 - tools-only Bundle 2653 Prompt Optimization F32f3366
Prompt Optimization Workflow
7 - tools-only Bundle 1465 MCP Tools Vs Commands 83572288
MCP Tools vs Raw Commands
7 - tools-only Bundle 1862 Readme Jeremy Plugins 07594597
Jeremy's Production AI Agent Development Plugins
7 - tools-only Bundle 1984 Klingai Model Catalog E559889a
klingai-model-catalog
7 - tools-only Bundle 2014 Replit Agent Advanced 7a7afb61
replit-agent-advanced
7 - tools-only Bundle 2459 Agent Sdk Permissions Dd0efe6c
SDK Permissions
7 - tools-only Bundle 2503 Auto Accept Architect 4d97fe45
See how a new command-line option is added to automatically accept edits proposed by the architect model, with implementation. Aider also updates the project's HISTORY file.
7 - tools-only Bundle 2575 Step2 Software Glance B6cfde19
Software Glance Prompt
7 - tools-only Bundle 2636 MCP Apps Announcement 0b3099ce
Resource Evaluation: MCP Apps (Anthropic Announcement)
7 - tools-only Bundle 1760 CLI Agents MCP Ce14a3de
CLI, Custom Agents, and MCP Servers
7 - tools-only Bundle 2269 Readme Secrets E62e828e
Financial Info MCP Server - Secrets Manager
7 - tools-only Bundle 2874 03 Agent Guide 096afe72
Agent Guide
7 - tools-only Bundle 556 MCP Integration 2f06b463
Senhasegura MCP Tools Integration
7 - tools-only Bundle 556 MCP Integration 4cbfc8ac
MCP Integration
7 - tools-only Bundle 556 MCP Integration 758768cd
MCP Integration
7 - tools-only Bundle 556 MCP Integration Ac1b3845
MCP Integration
7 - tools-only Bundle 730 Prompting Guide 9d6d1c0d
Prompt‑Driven Development Prompting Guide
7 - tools-only Bundle 529 LLM Anti Patterns A95c91d8
LLM-Specific Anti-Patterns in Apex
7 - tools-only Bundle 611 Multi LLM Support Ea2cf3f6
Multi-LLM Platform Support Guide
7 - tools-only Bundle 767 Readme Containers 285c3bfa
Next Gen UI Agent A2A Server Container
7 - tools-only Bundle 767 Readme Containers D7d88296
Next Gen UI MCP Server Container
7 - tools-only Bundle 2394 Reading Material 1 Ii F53b5e21
Why Agent Skills? - Part II
7 - tools-only Bundle 2367 Group Agent Loading Fix B0f74e16
Group Agent Loading Fix
7 - tools-only Bundle 2610 Prompt Repetition Paper 7f42a4bf
Evaluation: Prompt Repetition Paper (arXiv:2512.14982)
7 - tools-only Bundle 321 General Rules Af6b905c
General Rules for Tech Stack Identification Agent
7 - tools-only Bundle 034 Ok Computer Prompt 8957a62e
Kimi is an AI agent developed by Moonshot AI. Kimi is a general-purpose agent capable of creating and editing files, interacting with search engines and browsers, executing code, generating images and multimedia assets, creating slides, and deploying websites. Kimi's role is to understand user intent, select appropriate tools, and deliver complete solutions.
7 - tools-only Bundle 2496 Agent Teams Guide 26137832
Agent Teams Guide
7 - tools-only Bundle 2530 Engram Specification 4a2954e4
Engram Specification: The Cognitive Memory Model
7 - tools-only Bundle 2698 Preprocessing Vs LLM 92ddb795
Preprocessing vs LLM: The Right Tool for the Job
7 - tools-only Bundle 1662 Openrouter Integration Fa472637
OpenRouter Integration - LLM CLI Skill
7 - tools-only Bundle 1699 Agent Operating Manual 0b86816a
**Current year: 2026.** Your training data may be outdated. Verify external APIs, library versions, and best practices using `docs-researcher` before implementation.
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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 swarm-task-planner, swarm-task-planner, 2183-prompt-optimization_ace7d990. 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.