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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agentpmt Bundle Image EditorImage Editor: Edit images: blur, crop, resize, rotate, invert colors. Use when an agent needs image editor, generating branded social media graphics by compositing logos onto product images, automating thumbnail creation by resizing and cropping uploaded images to standard dimensions, adding watermarks or copyright text overlays to protect visual content, creating placeholder images with custom colors and dimensions for ui mockups, blur, image base64, image url through AgentPMT-hosted remote.
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agentpmt Bundle Twilio VoiceTwilio Voice: Use Twilio Voice to place and manage calls, conferences, recordings, IVR sessions, and live externally. Use when an agent needs twilio voice, ai phone assistant for your business, get a phone call from your agent when something important happens, have your agent call you to ask a question when it needs a decision, approve or decline by pressing a key or speaking your answer, add conference participant, conference sid, to number through AgentPMT-hosted remote tool calls.
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agentpmt Skill Agent PaymentCompatibility pointer for AgentPMT payment setup. Use this when an older workflow or agent asks for agent-payment; it routes agents to the current account setup and no-account AgentAddress/x402 setup skills without duplicating payment implementation details.
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softspark Skill Ubiquitous LanguageExtracts DDD ubiquitous language glossary, flags ambiguities, saves to UBIQUITOUS_LANGUAGE.md. Triggers: define domain terms, build glossary, harden terminology, DDD, domain model.
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softspark Bundle Subagent DevelopmentExecutes plans via fresh subagents per task with two-stage review (spec → quality). Triggers: subagent execution, execute plan, fresh agent per task, spec compliance review.
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softspark Skill Model Routing PatternsMulti-model pipelines (Haiku/Sonnet/Opus): cost routing, escalation, fallback chains. Triggers: model routing, Haiku, Sonnet, Opus, escalation, fallback chain.
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softspark Skill Prompt Caching PatternsAnthropic API prompt caching: TTL, breakpoints, stacking, invalidation, hit rate. Triggers: prompt caching, cache_control, cache breakpoint, cache TTL, hit rate.
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softspark Skill Content Moderation PatternsContent moderation with Claude: pre-filter vs LLM-classify, categories, thresholds, HITL. Triggers: moderation, safety filter, policy enforcement, content classifier.
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agentpmt Bundle Google CalendarGoogle Calendar: create, update, delete events. Natural language quick-add. Recurring events, Google Meet, attendees. Check free/busy availability. Use when an agent needs google calendar, scheduling meetings with attendees, checking calendar availability before booking, creating recurring events like weekly team standups, adding google meet links to virtual meetings, check availability, time min, time max through AgentPMT-hosted remote tool calls.
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agentpmt Skill What Is AgentpmtUnderstand AgentPMT as an agent management iPaaS platform for connecting agents to hundreds of platforms, tools, workflows, skills, other agents, payments, OpenClaw agents, and REST API integrations. Use when an agent or developer needs the concept map before choosing an AgentPMT setup path.
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agentpmt Bundle Agent Builder ToolAgent Builder Tool: Create, configure, publish, and manage custom AI agents end to end. create_new drafts a private agent, optionally as a remix of any agent you can view. Use when an agent needs agent builder tool, build a custom ai agent without writing code, turn a job description into a working ai agent, equip an agent with crm inbox calendar and messaging tools, attach multi step workflows to an agent, add product, agent id, product id through AgentPMT-hosted remote tool calls.
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agentpmt Bundle Document Ocr AgentDocument OCR Agent: OCR and document intelligence tool. Send any PDF, image, or scanned document and receive extracted text, structured entities (dates, amounts, names, addresses, line items), and per-page metadata. Use when an agent needs document ocr agent, google document ai ocr, receipt ocr and text extraction, invoice parsing and field extraction, pdf document text extraction, scanned image ocr, process document, document type through AgentPMT-hosted remote tool calls.
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linux2010 Bundle Control UI E2eUse when testing, fixing, or extending the OpenClaw Control UI GUI with Vitest + Playwright end-to-end checks, mocked Gateway WebSocket flows, mocked dashboard runs, screenshots/videos, or agent-verifiable browser proof.
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ncreighton Skill AI Solopreneur Business Model Pivot ValidatorSimulate 12-month financial projections for solopreneur business pivots. Tests new models against 5000+ benchmarks, identifies cash flow risks, and generates go/no-go recommendations. Use when the user needs pivot validation, revenue forecasting, or business model stress testing.
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richfrem Bundle Hf InitInitialize HuggingFace integration - validates .env variables, tests API connectivity, and ensures the dataset repository structure exists. Use when onboarding a new project to HuggingFace or when credentials change.
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agentpmt Bundle Agentpmt Audit LogsAgentPMT Audit Logs: Look back over this account's own activity, read-only. Search and read past chat sessions, pull a full chat transcript together with the tool calls that happened inside it, list tool-call history filtered. Use when an agent needs agentpmt audit logs, summarize what your agents did this week, review a past chat conversation and the tool calls inside it, audit tool call history by tool, status, get chat review, agent group id, scope through AgentPMT-hosted remote tool calls.
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agentpmt Skill Install Agentpmt MCPInstall and configure the AgentPMT MCP server for any AI agent. Use this skill when the user wants to connect Claude Desktop, Claude Code, Cursor, Windsurf, VS Code, Zed, OpenAI Codex CLI, Gemini CLI, or any MCP-compatible client to the AgentPMT tool marketplace. Also use when the user mentions AgentPMT setup, MCP server configuration, agent tool marketplace, or connecting an AI agent to paid tools and APIs.
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agentpmt Bundle Webhook HTTP RequestWebhook - HTTP Request: Make HTTP requests (GET, POST, PUT, DELETE, etc.). Use when an agent needs webhook http request, webhook http request, fetching data from third party rest apis for aggregation or transformation pipelines, submitting form data or json payloads to webhook endpoints for event driven workflows, authenticating with oauth protected services using bearer tokens for secure integrations, polling external services for status updates or job completion in asynchronous workflows.
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agentpmt Bundle X Twitter AutomationX / Twitter Automation: Operate a connected X / Twitter account end-to-end from agents and workflows: compose, publish, search, engage, and DM. Use when an agent needs x / twitter automation, x twitter automation, publish posts and replies to x / twitter from agent workflows, schedule and orchestrate twitter content calendars, search recent x posts for brand monitoring, competitor tracking, create list, list name through AgentPMT-hosted remote tool calls.
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linux2010 Bundle Agent TranscriptAdd a redacted agent transcript section to GitHub PR or issue bodies during OpenClaw agent-created PR/issue workflows.
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linux2010 Bundle Openclaw DebuggingDebug OpenClaw model, provider, tool-surface, code-mode, streaming, and live/Crabbox behavior by choosing the right logs, probes, and proof path before changing code.
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linux2010 Skill Acp RouterRoute plain-language requests for Claude Code, Cursor, Copilot, OpenClaw ACP, OpenCode, Gemini CLI, Qwen, Kiro, Kimi, iFlow, Factory Droid, Kilocode, or explicit ACP harness work into either OpenClaw ACP runtime sessions or direct acpx-driven sessions ("telephone game" flow). For coding-agent thread requests, read this skill first, then use only `sessions_spawn` for thread creation. Codex chat binding defaults to the native Codex app-server plugin unless ACP is explicit or background spawn needs ACP.
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linux2010 Bundle ProseOpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
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dirnbauer Bundle Redmine Agent Ready TicketsTurn queued, vague, mixed-scope, or underspecified Redmine issues into evidence-backed implementation contracts that Claude, ChatGPT, Codex, Hermes, or another coding agent can execute. Use when a user says "send to AI/KI", asks Hermes to prepare a Redmine ticket, audits an AI-preparation queue, rewrites or splits tickets, applies Wayfinder-style research/grilling/prototype/task planning, creates vertical child tickets and blocking relations, or reviews whether a ticket is ready for autonomous implementation.
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richfrem Bundle HumanizeThis skill should be used when the user wants to "humanize this", "make this sound less AI", "rewrite this naturally", "remove AI patterns", "make this more conversational", "this sounds robotic", "edit for voice or tone", or pastes text that reads like LLM output (parallel structure in threes, em dashes, semicolons, hedging phrases, hollow affirmations). Also trigger for "make this sound like me", "clean up this draft", or "rewrite this for LinkedIn/email/Slack". Use this skill even for a single sentence if the user's intent is to make writing feel more human. Do NOT use for pure grammar correction or style guide work unrelated to humanizing AI patterns.
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richfrem Bundle Hf UploadUpload primitives for HuggingFace Soul persistence - file, folder, snapshot, JSONL append, and dataset card management with exponential backoff. Use when persisting agent learnings, snapshots, or semantic caches to HuggingFace.
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richfrem Bundle Task AgentTask management agent. Auto-invoked for task creation, status tracking, and kanban board operations using Markdown files across lane directories. USE ONLY for lightweight, ephemeral, intra-session scratchpads during a single mission run. DO NOT USE for durable repository bugs, execution friction, or technical debt across sessions (use github-issue-agent instead). V2 enforces Kanban Sovereignty constraints preventing manual task file edits.
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richfrem Bundle Rlm InitInteractive RLM cache initialization. Use when: setting up a new project's semantic cache for the first time, or adding a new cache profile. Walks the user through folder selection, extension config, manifest creation, and first distillation pass.
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richfrem Bundle Hf DownloadDownload primitives for HuggingFace assets - files, folder snapshots, and model weights with exponential backoff on rate limits. Use when pulling models, datasets, or caches from HuggingFace to the local environment.
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richfrem Bundle Rlm AuditAudit RLM cache coverage - compare manifest against filesystem
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richfrem Bundle Maf AdapterProvides validation, setup guidance, and a local test harness simulator to run skills within the Microsoft Agent Framework (MAF).
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richfrem Bundle Rlm Search3-Phase Knowledge Search strategy for the RLM Factory ecosystem. Auto-invoked when tasks involve finding code, documentation, or architecture context in the repository. Enforces the optimal search order: RLM Summary Scan (O(1)) -> Vector DB Semantic Search -> Grep/Exact Match. Never skip phases.
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agentpmt Bundle Image Generation AgentImage Generation Agent: Google Gemini-powered image generation tool (Nano Banana / Gemini 2.5 & 3 Flash Image). Use this to generate images from a text prompt, produce low-cost draft previews, or render high-resolution finals at 0.5K, 1K, 2K, or 4K. Use when an agent needs image generation agent, ai image generation, nano banana image creation, google gemini image api, text to image, generate budget image, prompt, aspect ratio through AgentPMT-hosted remote tool calls.
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agentpmt Bundle Gmail All Email ActionsGmail - All Email Actions: Gmail integration: send, read, search, reply, forward emails. Manage labels, drafts, trash. Supports attachments and custom from addresses. Use when an agent needs gmail all email actions, gmail all email actions, automated email notifications and alerts, customer inquiry response and follow up, email search and retrieval for information gathering, inbox management and organization with labels, create draft, to through AgentPMT-hosted remote tool calls.
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agentpmt Bundle Grocery Shopping KrogerGrocery Shopping - Kroger: Search grocery products with advanced dietary filtering across 2700+ Kroger family stores. Use when an agent needs grocery shopping kroger, grocery shopping kroger, search grocery products by name or brand, filter products by allergens like gluten dairy egg peanut soy, find low calorie or low sugar groceries with nutrition filters, search for high protein or high fiber foods, add to cart, items through AgentPMT-hosted remote tool calls.
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agentpmt Bundle Trading Signal AnalysisTrading Signal Analysis: Ingest OHLCV datasets for any stock or cryptocurrency and generate. Use when an agent needs trading signal analysis, generate buy and sell trading signals from technical indicators, backtest trading strategies against historical ohlcv price data, analyze maximum adverse excursion and maximum favorable excursion for trade risk, calculate win rate and expectancy for systematic trading strategies, analyze signals, candles, symbol through AgentPMT-hosted remote tool calls.
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 image-editor, twilio-voice, agent-payment. 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.