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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subashmurugandev Bundle Agent Database SpecialistDatabase design and migration specialist for schema/query/index changes.
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shakudo-io Skill Twilio SmsComplete Twilio integration - SMS, Voice calls, WhatsApp messaging, and phone number management via REST API. Use for sending messages, making calls, managing phone numbers, and WhatsApp Business messaging. Bypasses broken Twilio MCP server.
- shakudo-io Skill Cartesia Tts
Cartesia Text-to-Speech (TTS) - Sonic-3 model with ~90ms first-byte latency, 40+ languages, 60+ emotion controls, and WebSocket streaming. Use for real-time voice synthesis, conversational AI, voice AI pipelines (Pipecat), and telephony applications.
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gastonsalg Skill Write SkillsCreate or refactor Codex Agent Skills that follow the open Agent Skills specification and Codex best practices. Use when authoring SKILL.md, frontmatter, skill layout, references/scripts/assets, or agents/openai.yaml.
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anonimo432hz Bundle Notebooklm MCP ConnectorGuía completa para instalar, configurar y autenticar el servidor MCP de NotebookLM, incluyendo métodos automáticos y manuales.
- subashmurugandev Bundle Agent Peer Review Checker
Imported specialist agent skill for peer review checker. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Security Specialist
Security specialist for vulnerabilities, OWASP, auth, and hardening.
- subashmurugandev Bundle Agent AI Ml Ops Specialist
Imported specialist agent skill for ai ml ops specialist. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Deduplication Engine
Identifies duplicated logic and consolidation opportunities.
- subashmurugandev Bundle Agent Documentation Scribe
Technical documentation specialist for APIs, guides, and handoffs.
- subashmurugandev Bundle Agent Migration Specialist
Migration planning and execution specialist for low-risk transitions.
- subashmurugandev Bundle Agent Architecture Designer
Imported specialist agent skill for architecture designer. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Monitoring Specialist
Monitoring/alert triage and observability specialist.
- subashmurugandev Bundle Agent Performance Optimizer
Performance profiling and optimization specialist.
- subashmurugandev Bundle Agent API Stability Sentinel
API compatibility and breaking-change detection specialist.
- subashmurugandev Bundle Agent Commit Message Crafter
Creates high-quality conventional commit messages from diffs.
- subashmurugandev Bundle Agent Tool Functionality Demo
Imported specialist agent skill for tool functionality demo. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Cost Optimization Analyst
Imported specialist agent skill for cost optimization analyst. Use when requests match this domain or role.
- shakudo-io Skill Graphiti Memory
Query and record knowledge in the Graphiti MCP knowledge graph. Use for semantic search of platform knowledge, recording verified solutions, and building institutional memory. Complements file-based memory (docs/project_notes/) with semantic search capabilities.
- shakudo-io Skill Neo4j Graph RAG
Query the Neo4j knowledge graph containing Fireflies call transcripts, Mattermost threads, HubSpot emails, and GitHub issues. Use when searching for business intelligence, finding past conversations, or answering questions about company knowledge.
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cduggn Bundle Checking Skill SafetyAnalyzes SKILL.md files for security threats including trojan source attacks, prompt injection, Unicode manipulation, and hidden malicious instructions. Use when evaluating whether a third-party skill is safe to install.
- subashmurugandev Bundle AI Ml Ops
Universal ML operations expert for model lifecycle, deployment, monitoring, optimization
- subashmurugandev Bundle Agent Releaser
Imported specialist agent skill for releaser. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Dev Coder
Primary implementation specialist for coding, refactoring, and feature delivery.
- subashmurugandev Bundle Agent Linux Sysadmin Specialist
Imported specialist agent skill for linux sysadmin specialist. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Training Content Generator
Imported specialist agent skill for training content generator. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Changes Workflow Coordinator
Imported specialist agent skill for changes workflow coordinator. Use when requests match this domain or role.
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florianbonnet14 Bundle North Star Metric AdvisorStrategic framing and KPI setting specialist that helps identify and validate the single most important metric capturing customer value delivery and predicting business success. Use when starting a new team or product, when existing product lacks clear success metric, when team seeks to define what success means, or when metrics don't align with customer value and/or business goals.
- subashmurugandev Bundle Agent Bug Hunter
Imported specialist agent skill for bug hunter. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Orchestrator
Master coordinator for complex multi-step workflows. Use for PRDs, end-to-end implementation, and parallel specialist routing.
- subashmurugandev Bundle Agent UX Optimizer
Imported specialist agent skill for ux optimizer. Use when requests match this domain or role.
- subashmurugandev Bundle Prompt Engineering
Prompt engineering and optimization for large language models
- subashmurugandev Bundle Agent Code Reviewer
Code quality and regression risk reviewer focused on correctness and safety.
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postproxy Skill Pricing PlanWhen the user wants to design, evaluate, or optimize their pricing strategy. Also use when the user mentions "pricing", "pricing page", "pricing tiers", "monetization", "how to price", "pricing model", "freemium vs paid", or "price increase."
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ala-openclaw Bundle Rapidapi MCPUnified access to YouTube, Twitter, Reddit, Weather, News, Crypto, Instagram via RapidAPI
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samqin123 Skill Dr MidasDr. Midas - 顶级生物医学专家与科研叙事大师 (需配合 MCP 工具)
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 agent-database-specialist, twilio-sms, cartesia-tts. 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.