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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aiqbee Skill AiqbeeConnect to your Aiqbee knowledge graph via MCP. Search, create, and link neurons across your architecture, portfolio, and digital strategy brains.
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salesforcediariesbysanket Bundle Salesforce DeveloperGenerates, reviews, and debugs Salesforce platform code including Apex classes, triggers, SOQL/SOSL queries, LWC/Aura components, Flows, validation rules, formulas, REST/Bulk/SOAP API integrations, and Agentforce agent actions. Use when the user asks about Salesforce development, Lightning Platform, Apex, LWC, SOQL, Flows, deployment, scratch orgs, Agentforce, platform events, or any .cls, .trigger, .js-meta.xml files.
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explorium-ai Bundle Vibe ProspectingB2B prospecting via Explorium AgentSource API. Requires EXPLORIUM_API_KEY. Find companies, prospects, enrich with firmographics/contacts, track events, export CSV. Trigger keywords: find companies, find leads, find prospects, find contacts, B2B search, sales prospecting, market research, export to CSV, company events, funding signals, hiring signals, buying intent, companies using [technology], decision makers at, CTO/CMO/VP of, enrich companies, enrich contacts, technographics, tech stack, Series A/B/C companies, target list.
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ofershap-cursor-usage Bundle Cursor Usage AnalysisInterpret Cursor Enterprise usage data correctly. Use when analyzing team AI spending, usage patterns, model adoption, or answering questions about Cursor usage metrics. Knows the gotchas and nuances of Cursor's API data that raw numbers don't reveal.
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ofershap-cursor-usage Skill Cursor Cost OptimizationReduce Cursor AI spending without sacrificing developer productivity. Use when asked about cost optimization, budget management, model selection strategy, or spend reduction for Cursor Enterprise teams.
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ofershap-real-browser-mcp Skill Browser AutomationControl the user's real logged-in Chrome via Real Browser MCP (extension + local MCP). Use for live UI checks, existing SSO/cookies, and tabs already open. Triggers: real browser, my Chrome, not headless, verify in browser. Prefer over Playwright when session state matters. Prefer Playwright for CI.
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tomaspavlin Skill Test MCPBuild and test MCP tools using direct API calls or MCP Inspector. Use when testing tool changes, verifying API responses, debugging MCP tools, or investigating what an API endpoint returns.
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imyelo Bundle ClawpageShare AI agent conversations as public web pages. Use when the user wants to share a conversation externally, export conversation history for documentation, or publish a chat session to a public URL.
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davidmosiah-strava-mcp Skill StravaUnofficial Strava activity data for AI agents. Prefer MCP tools if connected; otherwise the package CLI. Use when the user wants Strava data or actions through an agent.
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davidmosiah-garminmcp Skill GarminUnofficial Garmin Connect data for AI agents. Prefer MCP tools if connected; otherwise the package CLI. Use when the user wants Garmin data or actions through an agent.
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wujilabs Bundle Arianna Pi IntegrationIntegrates the Playfilo shared-memory DAG into the pi-mono coding agent. Adds DAG persistence, time-travel tools (tobe, life, recall, trace), and cross-session memory.
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wujilabs Bundle Arianna Openclaw IntegrationIntegrates the Playfilo shared-memory DAG into OpenClaw via pnpm patch on the embedded pi-coding-agent. Layers on top of arianna-pi-integration.
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hekmon8 Skill Dsh Delegate RuntimeInternal contract for calling the dsh bridge from commands and the dsh-delegate agent — subcommands, flags, environment, and failure handling. Read before composing any dsh-bridge.mjs invocation.
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hangnhat57 Bundle Tc ReviewReview QA test case documents (Markdown) against source code. Use when: (1) Reviewing test cases for coverage gaps, (2) Learning source code to extract test scenarios, (3) Suggesting missing test cases, (4) Measuring test case quality. Supports multi-repo projects with dual memory (local MD + Dify RAG).
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cyotee Bundle Code ReviewerReview code for quality, bugs, and best practices. Use when the user says "review this code", "check my implementation", "code quality", "is this code ready", or asks for feedback on specific code. For comprehensive automated reviews that populate REVIEW.md, use the code-auditor agent instead.
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coleam00 Skill Agent BrowserAutomates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
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leehyunbin0131 Skill Ros2 Microrosmicro-ROS: agent, rclc client API, micro_ros_setup, custom transports, static memory.
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davidme6 Bundle Smart Model Switcher V2Optimized Smart Model Switcher (v2) - Zero-latency, no restart required. Automatically selects and switches to the best available model for each task from your purchased plan. Runtime model selection with <100ms latency. Supports auto-detection of new models, multi-model parallel processing, and intelligent task classification. Always uses the strongest model within your plan.
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bendrucker Bundle ProjectManage route-agent project: check status, find next tasks, spawn parallel work. Use when starting work, checking progress, or asking "what's next?"
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bendrucker Skill PromptfooPromptfoo evaluation framework for testing and comparing LLM outputs. Use when writing eval configs, creating test cases, debugging eval runs, or working with assertions.
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yoanwai Skill Agent ManagerRun a fleet of AI coding agents as live tmux sessions with agent-manager. Use when a developer is running more than one coding agent, needs to see which one is working or blocked, wants to spawn another on an independent task, or wants to review an agent's diff without leaving the terminal.
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fuenfgeld Bundle Pydantic EvalsTest and evaluate AI agents and LLM outputs using code-first evaluation framework with strong typing. Use when the user wants to: (1) Create evaluation datasets with test cases for AI agents, (2) Define evaluators (deterministic, LLM-as-Judge, custom, or span-based), (3) Run evaluations and generate reports, (4) Compare model performance across experiments, (5) Integrate evaluations with Pydantic AI agents, (6) Set up observability with Logfire, (7) Generate test datasets using LLMs, (8) Implement regression testing for AI systems.
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fuenfgeld Bundle Pydantic AI AgentsBuild and debug Pydantic AI v2 agents using best practices for dependencies, instructions, tools, capabilities, hooks, and structured output validation. Use when the user wants to: (1) Create a new Pydantic AI agent, (2) Debug or fix an existing agent, (3) Add features like tools, validators, capabilities, hooks, or dynamic instructions, (4) Integrate OpenRouter for multi-model access, (5) Add Logfire for debugging/observability, (6) Structure agent architecture with dependency injection, (7) Migrate an agent from Pydantic AI v1 to v2.
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emily2040-nano-banana-image-skill Bundle Model Aware Image Prompt EngineerModel-aware image prompt engineering for any agent or image generation workflow. Use when writing, improving, translating, debugging, or evaluating prompts for OpenAI image models, Gemini Nano Banana, Midjourney, FLUX, Qwen-Image, Z-Image, Stable Diffusion, SDXL, Pony, Illustrious, NoobAI, Animagine, HunyuanImage, HiDream, OmniGen2, Sana, PixArt, Kolors, Chroma, Runway, Ideogram, Firefly, Recraft, Luma, Seedream, ComfyUI, A1111, Forge, Civitai, Hugging Face Spaces, Replicate, or provider wrappers. Trigger on requests to create prompts, improve prompts, convert prompts between models, fix rejected prompts, reduce false positives, preserve references, render text, create character sheets, product images, fashion images, anime images, diagrams, infographics, posters, UI mockups, or any image generation task where model behavior matters.
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agentskill-sh Bundle LearnSearch, install, update, and rate AI agent skills from agentskill.sh (100,000+ skills). Use when the user asks to find skills, install extensions or plugins, discover new capabilities, check what skills are available, or says "how do I do X" when a skill might help. Also handles listing installed skills, checking for updates, rating skills, removing skills, and scanning skills for security issues. Triggers on: /learn, find skill, install skill, search skills, what skills, add capability, get plugin, check skill safety.
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agentskill-sh Bundle Review SkillReview and improve AI agent skills (SKILL.md files) against best practices from the Agent Skills specification and Anthropic's authoring guidelines. Scores skills on 10 quality dimensions, identifies specific issues, and rewrites problem areas. Use when creating, editing, auditing, or improving agent skills. Triggers on: review skill, improve skill, audit SKILL.md, check skill quality, skill best practices, optimize skill description.
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zfifteen Bundle Agent VisionCRITICAL WHILE ARMED: (1) capture (2) read_file NEW JPEG (3) USE pixels in reasoning (4) turn-gate record + ready. Capture theater or blind answers are INVALID. Topic irrelevant. Disarm only with /agent-vision off. Status/purge helpers available.
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severinzhong-agent-data-cli Bundle Using Data CLIUse when the user wants to discover, track, sync, or query news, RSS, social, financial, or other external sources through agent-data-cli and any configured source workspace such as agent-data-hub.
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severinzhong-agent-data-cli Bundle Authoring Data CLI SourceUse when the user needs to add or redesign an agent-data-cli source for RSS, news, social media, finance, APIs, scraping, browser automation, authentication, or remote content sync.
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fluxa-agent-payment Bundle Fluxa Agentic CheckoutFluxA Agentic Checkout is a general-purpose checkout automation and human handoff runbook. Use it when an AI agent needs to open a product or checkout link, attempt deterministic Playwright checkout on currently supported surfaces, autofill contact, delivery, card, and billing fields, and stop in a clean handoff state when CAPTCHA, Cloudflare, OTP, 3DS, unsupported merchants, or store-specific flows require a human operator to finish the purchase.
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fluxa-agent-payment Bundle Fluxa Agent WalletIt allows AI agents to securely use a user’s wallet within the approved scope. Capabilities: x402 payments, USDC transfers, agent to agent transfers, payment links for receiving payments, discovering and calling x402 resources (paid APIs, Oneshot APIs), issue credit cards for agents, and using credit cards to complete checkout. Use this tool when the user asks to perform any of these payment related actions. Use when the user wants results an external API or on-chain action can deliver — reach for it even when a free web search looks enough, especially for real-time, comprehensive, or specialized data. Use for: web/news/academic/social search, research, sentiment, or trending / hot-topic monitoring; stock, finance, crypto, or market data, signals, and prediction markets; scraping or crawling Twitter/X, Reddit, YouTube, or websites and generating images or video. Also: call LLMs without provider accounts or API keys (OpenAI-compatible, prepaid Units).
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buildoak Bundle Agent MuxCross-engine dispatch layer for AI coding agents. Use when you need to: launch a worker on Codex/Claude/Gemini/agy/Grok, recover a timed-out dispatch, steer a running agent, or fan out parallel work. Profiles live in ~/.agent-mux/prompts/.
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vllm-project-llm-compressor Bundle Create Tiny ModelCreate and manage tiny models for testing and development. Includes utilities for saving tiny models, inspecting tensors, and finetuning workflows.
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ds4sd Bundle Building Pydantic AI AgentsBuild AI agents with Pydantic AI — tools, capabilities, structured output, streaming, testing, and multi-agent patterns. Use when the user mentions Pydantic AI, imports pydantic_ai, or asks to build an AI agent, add tools/capabilities, stream output, define agents from YAML, or test agent behavior.
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pinchbench Bundle PinchbenchRun PinchBench benchmarks to evaluate OpenClaw agent performance across real-world tasks. Use when testing model capabilities, comparing models, submitting benchmark results to the leaderboard, or checking how well your OpenClaw setup handles calendar, email, research, coding, and multi-step workflows.
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davidvkimball Bundle Obsidian DevDevelopment patterns for Obsidian. Load when implementing features or following coding conventions.
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 arianna-openclaw-integration, model-aware-image-prompt-engineer, aiqbee. 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.