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.
-
diaszano Skill AI EngineerUse this skill when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring.
-
diaszano Skill Ml EngineerUse this skill when building production ML systems requiring model training pipelines, model serving infrastructure, performance optimization, and automated retraining.
-
diaszano Skill Postgres ProUse when you need to optimize PostgreSQL performance, design high-availability replication, or troubleshoot database issues at scale. Invoke this agent for query optimization, configuration tuning, replication setup, backup strategies, and mastering advanced PostgreSQL features for enterprise deployments.
-
diaszano Skill LLM ArchitectUse when designing LLM systems for production, implementing fine-tuning or RAG architectures, optimizing inference serving infrastructure, or managing multi-model deployments.
-
diaszano Skill Data ScientistUse this skill when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. Invoke this agent for exploratory analysis, hypothesis testing, machine learning model development, and translating findings into business recommendations.
-
diaszano Skill Prompt EngineerUse this skill when you need to design, optimize, test, or evaluate prompts for large language models in production systems.
-
diaszano Skill Design BridgeUse this skill when you need to translate a DESIGN.md from the VoltAgent/awesome-design-md repository into polished Antigravity CLI instructions for building user interfaces that faithfully match the chosen brand. Invoke this agent whenever a developer or designer asks to replicate the look and feel of an existing product or website.
-
diaszano Skill Platform EngineerUse when building or improving internal developer platforms (IDPs), designing self-service infrastructure, or optimizing developer workflows to reduce friction and accelerate delivery. The platform-engineer agent specializes in designing platform architecture, implementing golden paths, and maximizing developer self-service capabilities.
-
diaszano Skill Risk ManagerUse this skill when you need to identify, quantify, and mitigate enterprise-level risks across financial, operational, regulatory, and strategic domains. Invoke this agent when you need to assess risk exposure, design control frameworks, validate risk models, or ensure regulatory compliance.
-
diaszano Skill Wordpress MasterUse this skill when you need to architect, optimize, or troubleshoot WordPress implementations ranging from custom theme/plugin development to enterprise-scale multisite platforms. Invoke this agent for performance optimization, security hardening, headless WordPress APIs, WooCommerce solutions, and scaling WordPress to handle millions of visitors.
-
diaszano Skill Data ResearcherUse this skill when you need to discover, collect, and validate data from multiple sources to fuel analysis and decision-making. Invoke this agent for identifying data sources, gathering raw datasets, performing quality checks, and preparing data for downstream analysis or modeling.
-
diaszano Skill MCP DeveloperUse this skill when you need to build, debug, or optimize Model Context Protocol (MCP) servers and clients that connect AI systems to external tools and data sources.
-
diaszano Skill Agent InstallerUse this skill when the user wants to discover, browse, or install Antigravity skills from the awesome-antigravity-skills repository.
-
diaszano Skill Agent OrganizerUse when you need to break a complex task into subtasks, match each to the capabilities of available subagents, and write a concrete team/workflow plan as Markdown.
-
diaszano Skill Context ManagerUse to organize the shared context and state that a multi-agent workflow keeps in files — deciding directory/file structure, naming conventions, what goes where, and how agents read and update it.
-
opencue Skill Cue Agent Profile ManagerWhen user asks about managing Claude Code or Codex profiles, skills, MCPs, or agent configuration, use cue CLI commands to help them
-
opencue Skill Agenticx QuickstartAgenticX zero-to-hero quickstart guide. Use when the user wants to get started with AgenticX, create their first project, build their first agent, or run their first workflow. Covers installation, project scaffolding, agent creation, task execution, and CLI basics.
-
opencue Skill Project InitializerInitializer agent for the project-level harness — turn a spec or issue into feature_list.json, init.sh, verify.yaml, and an initial commit.
-
opencue Skill Agenticx Tool CreatorGuide for creating custom tools in AgenticX including function decorator tools, MCP tool integration, tool registries, and remote tool access. Use when the user wants to create tools for agents, integrate external APIs as tools, build MCP servers, or extend agent capabilities with custom functions.
-
opencue Skill Agenticx Agent BuilderGuide for creating and configuring AgenticX agents with roles, goals, tools, LLM providers, and execution strategies. Use when the user wants to create agents, assign tools to agents, configure LLM backends, set up agent execution, or build multi-agent systems.
-
opencue Bundle Vc Context EngineeringCheck context limits, optimize token usage, and debug context failures. Use when asking about rate limits, usage warnings, memory systems, or context-aware agent design.
-
opencue Skill Agenticx Agent Builder 2Guide for creating and configuring AgenticX agents with roles, goals, tools, LLM providers, and execution strategies. Use when the user wants to create agents, assign tools to agents, configure LLM backends, set up agent execution, or build multi-agent systems.
-
opencue Bundle Vc Context Engineering 2Check context limits, optimize token usage, and debug context failures. Use when asking about rate limits, usage warnings, memory systems, or context-aware agent design.
-
opencue Bundle Structured Prompt WriterStructured Prompt Writer
-
opencue Bundle Structured Prompt Writer 2Structured Prompt Writer
-
opencue Bundle Nanoclaw Traffic GuardianNanoClaw runtime traffic monitoring baseline for host-side proxy inspection with container-safe MCP and IPC status surfaces.
-
opencue Skill Agenticx Workflow DesignerGuide for designing and running AgenticX workflows including sequential pipelines, parallel execution, graph-based orchestration, conditional routing, and trigger services. Use when the user wants to create workflows, orchestrate multiple agents, design agent pipelines, or set up complex multi-step processes.
-
opencue Bundle Generative Engine OptimizationAgent simulation and GEO simulation prompt generation for AI visibility auditing. Use when the user wants to create simulation tasks via the TPC CLI, generate unbranded GEO prompts to test whether AI recommends a product, or run agent simulations.
-
dvcrn Bundle Mio Main澪白主控Agent
32 -
dvcrn Skill HelpA brief description of what this skill does
32 -
dvcrn Bundle MCP SkillMcp Skill
32 -
dvcrn Skill PDF ExtractExtract text from PDF files for LLM processing
32 -
dvcrn Skill Clawdhub 2Use the ClawdHub CLI to search, install, update, and publish agent skills from clawdhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawdhub CLI.
32 -
dvcrn Bundle Deepread 2AI-native OCR platform that turns documents into high-accuracy data in minutes. Using multi-model consensus, DeepRead achieves 95%+ accuracy and flags only uncertain fields for review—reducing manual work from 100% to 5-10%. Zero prompt engineering required.
32 -
dvcrn Bundle KeychainsCall any API without leaking credentials. Keychains proxies requests and injects real tokens server-side — your agent never sees them.
32 -
dvcrn Bundle Wevoicereply【自动化语音合成与推送链路】 当用户要求语音回复、读一下或发声时,必须严格执行以下三步,严禁跳步: ### 第一步:文案生成 (Prompt A) 根据上下文生成自然、温暖的口语化文本。 请在长句子中加入中文逗号 `,` 以确保音频合成时有自然的停顿。 ### 第二步:音频合成 (执行 voice_reply_skill.py) **这是本工具的核心动作。** 将第一步生成的文本作为 `text` 参数传入,后台将自动运行 `voice_reply_skill.py` 脚本。 - **脚本逻辑**:Piper TTS 合成 WAV -> FFmpeg 转码 AMR -> 上传获取 URL。 - **产出物**:执行完成后,你会获得一个 JSON 对象,包含 `url` 字段(例如:`{"url": "https://.../xxx.amr"}`)。 ### 第三步:指令发送 (调用系统内置工具) 获取 URL 后,禁止结束对话,立即发起第二次调用。 - **目标工具**:`default_api.message` - **执行参数**: { "action": "send", "contentType": "voice", "media": "[此处填入从第二步脚本返回的url]", "target": "@all" } 【准则】发送完成后,仅需告知用户“语音已发送”,不得再次输出音频 URL。
32
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 vc:context-engineering, ai-engineer, ml-engineer. 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.