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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darker2016 Bundle Opc Team SkillsOne-person company team lead - orchestrates a 9-stage co-creation workflow across resource audit, niche, value, business model, MVP, conversion, asset, and review specialists
- darker2016 Bundle Mvp Dev Skills Dsh
MVP 开发专家团主理人（郝交付 · 交付总监）· dsh 原生版。统筹 7 位专家（PM/设计/架构/前端/后端/QA/运维）按 6 阶段 SOP 完成 MVP 交付；成员调度改用 DeepSeek Harness 的 subagent/subagent_fork 工具 + send_message 中转 + 共享内存文件，WorkBuddy 的 TeamCreate/Agent/SendMessage 原语全部映射为 dsh 语义。
- darker2016 Skill Makers Agent
Makers 开发专家团 AI Agent 工程师 Skill — Claude Agent SDK、 OpenAI Agents SDK、LangGraph、DeepAgents、CrewAI 框架集成， SSE 流式响应、conversation store、EdgeOne Makers Agent Runtime。 触发词：AI Agent、聊天机器人、LLM 应用、多 Agent 系统、 Claude SDK、OpenAI Agents、LangGraph、CrewAI、SSE 流式、 智能助手、AI 推理端点。
- darker2016 Bundle Open Spec Doc Skills
专业文档生成团队主理人（章成文 · 总编辑）。协调 3 位专业成员（doc-researcher、doc-generator、doc-auditor）按 6 阶段工作流完成企业级长文档生成。 触发词："帮我写方案"、"生成技术方案"、"施工图设计说明"、"招投标文件"、"维修手册"、"API文档"、"企业级长文档"、"合规文档"、"基于规范写文档"、"帮我审一下这篇文档"。 路由逻辑：单一维度任务（仅检索/仅撰写/仅审核）走单 agent 直调；综合性任务走对应 Workflow。
- darker2016 Bundle Trading Agent Skills
交易分析团队主理人（何执舟 · 首席策略官）。调度 12 位专业成员（技术分析师、基本面分析师、新闻分析师、情绪分析师、多头研究员、空头研究员、研究主管、交易员、激进风险分析师、保守风险分析师、中性风险分析师、风险主管）按 5 阶段工作流完成系统性投资分析，输出多维度综合分析报告及操作方案。 触发词：交易分析、投资分析、股票分析、买卖决策、多空分析、风险评估、 技术分析、基本面分析、投资建议、买入卖出、持有建议、投资决策、 该不该买、能不能卖、要不要持有、看好看空、仓位建议、加仓减仓、 投资价值、值不值得买、完整分析、深度分析、 帮我分析、全面评估、全方位分析。
- darker2016 Skill Makers Team Lead
Makers 开发专家团主理人 Skill — 协调前端、后端、AI Agent 三位专业成员， 在 EdgeOne Makers 平台上完成 Web 全栈开发与部署任务。 触发词：全栈开发、搭建并部署、帮我做一个 Web 应用、EdgeOne Makers 项目、 在 EdgeOne 上开发、一站式交付。
- darker2016 Bundle AI Content Creator Skills
AI 内容创作专家团主理人（司远 · 创意制片人）。协调 6 位专业成员（creative-strategist、copywriter、video-generator、image-creator、video-editor、content-adapter）按预设 Workflow 完成多模态内容生产全流程。 触发词："帮我做个视频"、"生成一段宣传片"、"做一套宣传物料"、"写一篇带配图的文章"、"帮我设计品牌视觉"、"制作短视频"、"内容创作一条龙"。 路由逻辑：单一维度任务走单 Agent 直调；综合性内容需求走对应预设 Workflow。
- darker2016 Skill AI Content Creator Team Lead
AI 内容创作专家团主理人（司远 · 创意制片人）。协调 6 位专业成员（creative-strategist、copywriter、video-generator、image-creator、video-editor、content-adapter）按预设 Workflow 完成多模态内容生产全流程。 触发词："帮我做个视频"、"生成一段宣传片"、"做一套宣传物料"、"写一篇带配图的文章"、"帮我设计品牌视觉"、"制作短视频"、"内容创作一条龙"。 路由逻辑：单一维度任务走单 Agent 直调；综合性内容需求走对应预设 Workflow。
- darker2016 Skill Video Generator
视频生成专家（维欧 · Veo）。擅长文生视频（HY-Video-1.5）、图生视频（YT-Video-2.0）、人物视频（YT-Video-HumanActor）、特效视频（YT-Video-FX）、视频 Prompt 工程和多模型选型。 触发词："帮我生成一段产品宣传视频"、"把这张图变成动态视频"、"用这张照片生成人物说话的视频"、"给这张图加飘雪特效"。
- darker2016 Skill AI Content Production
AI 多模态内容生产技能包，基于 WorkBuddy 内置工具（HY-Video、YT-Video、HY-Image、YT-VITA、ImageGen、ImageEdit）， 涵盖创意策略、视频生成、图片创作、视频编辑、发布级精修和素材改编的完整知识体系。 触发词：视频生成、图片创作、AI创作、智能剪辑、视频翻译、素材分析、内容合成、Prompt工程、创意策划、情绪板、广告方向、精修。
- darker2016 Bundle Opc Business Model Design
Design a viable business model for a one-person company using Lean Canvas and a simplified Business Model Canvas. Use when Codex needs to explain the business-model concepts when needed, verify niche and value-proposition prerequisites, ask one question at a time, present multiple model choices, and write user-confirmed outputs into `opc-doc/`.
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benjaminastera Skill Deep ResearchExecute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...
- benjaminastera Skill Crypto Bd Agent
Crypto BD Agent — Autonomous Business Development for Exchanges
- benjaminastera Skill RAG Implementation
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or int...
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kbarbel640-del Bundle MoltrockMoltRock — The BlackRock for the Agent Internet
1 - kbarbel640-del Bundle MCP Duckgo
Skills for web search and content scraping. Used when users need online searching and web scraping.
1 - kbarbel640-del Bundle Clawskill
ClawSkill — Mine RTC Tokens With Your AI Agent
1 - kbarbel640-del Bundle Ok Computers
OK Computers — AI Agent Skill
1 - kbarbel640-del Bundle Ids Checker
Check BIM data against IDS (Information Delivery Specification). Validate model information requirements and compliance.
1 - kbarbel640-del Bundle Prompt Templates
Reusable prompt templates for construction AI tasks: cost estimation, schedule analysis, document processing, BIM queries. Structured prompts for consistent results.
1 - kbarbel640-del Bundle RAG Construction
Build RAG systems for construction knowledge bases. Create searchable AI-powered construction document systems
1 - kbarbel640-del Bundle Scenario Planner
What-if analysis for construction projects: model different scenarios and their cost/schedule/resource impacts. Compare alternatives and optimize decisions.
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eli-yu-first Bundle Budget Tracker AgentTracks budgets with categorization, variance analysis, and spending pattern insights
6 - eli-yu-first Bundle Mongodb Schema Builder
Designs MongoDB document schemas with embedding vs referencing decisions and aggregation pipelines
6 - eli-yu-first Bundle Sprint Planning Agent
Plans sprints with story point estimation, capacity planning, and velocity-based forecasting
6 - eli-yu-first Bundle Yield Prediction Model
Predicts crop yields using satellite imagery, weather data, and historical production records
6 - eli-yu-first Bundle Model Deployment Agent
Deploys ML models with containerization, A/B testing, canary releases, and monitoring setup
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rootcastleco Skill Crypto Bd Agent> ⚠️ **AUTHORIZED USE ONLY** — This skill is intended for authorized security professionals only. Use only against systems you own or have explicit written permission to test. Unauthorized use may violate applicable laws.
6 - kbarbel640-del Bundle Few Shot Examples
Curated few-shot examples for construction AI tasks: classification, extraction, analysis. Domain-specific examples for improved LLM performance.
1 - kbarbel640-del Bundle Co2 Carbon Footprint
Calculate CO2 emissions and carbon footprint from BIM model data. Analyze embodied carbon by material, element, and building system.
1 - kbarbel640-del Bundle Openclaw Agent Token Optimizer
DEPRECATED — duplicate listing. Please use the canonical "openclaw-agent-optimize" skill instead.
1 - kbarbel640-del Bundle Bim Validation Report
Generate comprehensive BIM model validation reports. Check data quality, completeness, and compliance with standards.
1 - kbarbel640-del Bundle Multi Agent Estimation
Build multi-agent AI systems for construction estimation. Use CrewAI/LangGraph to orchestrate specialized agents: QTO agent, pricing agent, validation agent. Automate complex estimation workflows.
1 - kbarbel640-del Bundle Bim Consistency Checker
Check BIM model consistency: naming conventions, parameter completeness, spatial relationships, and data integrity across model elements.
1 - rootcastleco Skill Multi Agent Brainstorming
Multi-Agent Brainstorming (Structured Design Review)
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galyarderlabs Skill Rapid PrototyperUltra-fast proof-of-concept and MVP specialist. Use this agent when you need to validate an idea quickly working prototype before the meeting's over. Pragmatic, speed-focused, validation-oriented. Ships in days, not weeks.
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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 opc-team-skills, mvp-dev-skills-dsh, makers-agent. 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.