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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techwavedev Skill Outlook AutomationAutomate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.
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techwavedev Skill Posthog AutomationAutomate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.
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techwavedev Skill Segment AutomationAutomate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.
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techwavedev Skill Shopify AutomationAutomate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.
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techwavedev Skill Todoist AutomationAutomate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
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techwavedev Skill Twitter AutomationAutomate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.
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techwavedev Skill Webflow AutomationAutomate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.
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techwavedev Skill Performance Testing Review Multi Agent ReviewUse when working with performance testing review multi agent review
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techwavedev Skill Startup Business Analyst Financial ProjectionsCreate detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios
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techwavedev Skill Agents MdThis skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent instructions concise. Enforces research-backed best practices for minimal, high-signal agent documentation.
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autohandai-community-skills Bundle Nvidia Video Search And Summarization Video SummarizationSummarize a video by calling the VLM NIM or the Long Video Summarization (LVS) microservice directly. For short videos (under 60s) call the VLM's OpenAI-compatible chat completions endpoint; for long videos (60s or longer) call the LVS microservice. Use when asked to summarize a video, describe what happens in a video, analyze a recording, call or debug LVS summarize/model/health/recommended-config/metrics endpoints, or configure and troubleshoot the LVS service that backs long-video summarization.
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autohandai-community-skills Bundle Nvidia Video Search And Summarization Video UnderstandingCall the vss agent to run video understanding on video to answer a text question. Use when the user asks about video content, or about visual details that cannot be answered from conversation history, search hits, or metadata alone.
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jmagly-ai-writing-guide Skill TeamOrchestrate multi-agent teams across AIWG providers natively on Claude Code or emulated via Mission Control elsewhere
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jmagly-ai-writing-guide Skill Rlm QuerySpawn sub-agent to process focused context and return structured result
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orcaqubits Skill Ucp Ap2 MandatesImplement UCP AP2 Mandates extension — cryptographic payment mandates for fully autonomous agent commerce using SD-JWT credentials, merchant authorization signatures, and the Agent Payments Protocol. Use when building autonomous agent payment flows without human-in-the-loop.
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orcaqubits Skill Ucp Checkout A2aImplement UCP Checkout over the A2A (Agent-to-Agent) binding — enable autonomous agent-to-agent commerce using Agent Cards and structured message parts. Use when building agent-to-agent commerce flows.
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orcaqubits Skill Ucp Checkout MCPImplement UCP Checkout over the MCP (Model Context Protocol) binding — expose checkout operations as MCP tools for AI agents. Use when building an MCP server that AI agents like Claude or Gemini can call for commerce, or when integrating with Shopify's MCP endpoint.
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orcaqubits Skill TS ModernWrite modern TypeScript for Medusa v2 — DML type inference, service generics, container typing, strict mode constraints, utility types, and module interface patterns. Use when writing TypeScript in Medusa projects.
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orcaqubits Skill Nlweb SetupBootstrap a local NLWeb development environment from scratch — clone the repo, configure .env, install Python deps via `nlweb init-python`, run `nlweb init` for interactive LLM/retrieval selection, load sample Schema.org data, and verify with `nlweb check`. Use when starting a new NLWeb deployment from zero.
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techwavedev Skill Zendesk AutomationAutomate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.
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techwavedev Skill AI Wrapper ProductYou know AI wrappers get a bad rap, but the good ones solve real problems. You build products where AI is the engine, not the gimmick. You understand prompt engineering is product development. You balance costs with user experience. You create AI products people actually pay for and use daily.
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techwavedev Skill Prompt EngineeringExpert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.
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techwavedev Skill RAG ImplementationRAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.
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techwavedev Skill BlueprintTurn a one-line objective into a step-by-step construction plan any coding agent can execute cold. Each step has a self-contained context brief — a fresh agent in a new session can pick up any step without reading prior steps.
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techwavedev Skill CrewaiYou are an expert in designing collaborative AI agent teams with CrewAI. You think in terms of roles, responsibilities, and delegation. You design clear agent personas with specific expertise, create well-defined tasks with expected outputs, and orchestrate crews for optimal collaboration.
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techwavedev Bundle Loki ModeMulti-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...
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jmagly-ai-writing-guide Skill CatalogBrowse the AIWG model catalog — list available AI models, fetch model details, and search by capability or name
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jmagly-ai-writing-guide Skill SessionStart an agentic session with pre-flight health checks, auto-repair, optional MCP injection, and provider launch
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jmagly-ai-writing-guide Skill BehaviorManage AIWG behavior bundles that bind reactive directives and toolset configurations to specific agent types
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orcaqubits Skill Spree PaymentsIntegrate payment gateways with Spree — PaymentMethod model, the v5.4+ PaymentSession provider-agnostic checkout flow, Stripe via `spree_stripe` (Apple/Google Pay, Link, Connect for marketplaces), Adyen via `spree_adyen`, PayPal via `spree_paypal_checkout`, StoreCredit / GiftCard as payment methods, refunds, payment state machine, and authoring a custom gateway. Use when wiring a payment integration, handling webhooks from a gateway, or debugging payment-state issues.
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jmagly-ai-writing-guide Skill RalphExecute iterative task loop until completion criteria are met - iteration beats perfection
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jmagly-ai-writing-guide Skill Uat ModeDetect requests for UAT generation, execution, or reporting and invoke the appropriate UAT command
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jmagly-ai-writing-guide Skill Risk CycleContinuously identify, assess, track, and retire risks throughout the SDLC with register and RAG reporting
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jmagly-ai-writing-guide Skill Add AgentScaffold a new agent definition file inside an existing addon or framework
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jmagly-ai-writing-guide Skill LLM WikiEnable and configure the llm-wiki addon for long-term, long-form project memory, select a wiki profile, and route ingestion and health checks through the knowledge-base and semantic-memory capabilities.
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techwavedev Skill Emblemai Crypto WalletCrypto wallet management across 7 blockchains via EmblemAI Agent Hustle API. Balance checks, token swaps, portfolio analysis, and transaction execution for Solana, Ethereum, Base, BSC, Polygon, Hedera, and Bitcoin.
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 nvidia-video-search-and-summarization-video-summarization, nvidia-video-search-and-summarization-video-understanding, loki-mode. 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.