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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javiergbravo Skill Creating PromptsCreate prompts using Koog's prompt builder DSL with system, user, and assistant messages
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javiergbravo Skill Graph Based AgentsBuild custom agent workflows using Koog's graph-based strategy builder with nodes, edges, and conditional routing
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javiergbravo Skill A2a ProtocolImplement Agent-to-Agent (A2A) protocol with Koog for inter-agent communication and collaboration
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javiergbravo Skill EmbeddingsGenerate and compare text embeddings with Koog's embeddings-base and embeddings-llm modules
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javiergbravo Skill QuickstartInstall Koog 0.8.0, configure API keys, and create your first AI agent in Kotlin or Java
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javiergbravo Skill Chat MemoryImplement multi-turn conversation history with Koog's ChatMemory feature, ChatHistoryProvider, and preprocessors
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javiergbravo Skill Content ModerationFilter and moderate LLM content with Koog's ModerationModel for safe agent interactions
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javiergbravo Skill Agent MemoryStore and retrieve facts across conversations with Koog's AgentMemory, Facts, Concepts, Subjects, and memory nodes
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xiangdong-415 Bundle Office Document WorkflowWorkflow guidance for Codex agents creating, editing, reviewing, redlining, commenting, formatting, converting, or QA-checking Microsoft Word, WPS Office, DOCX, Office document, and Google Docs-targeted files through available Office document tools or MCP/plugin integrations. Use for WPS/Word reports, proposals, contracts, briefs, templates, tracked changes, comments, document cleanup, metadata/privacy checks, and Chinese requests about WPS, Word, docx, wendang, gongwen, hetong, or baogao.
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xiangdong-415 Bundle Ppt Presentation WorkflowWorkflow guidance for Codex agents creating, editing, redesigning, analyzing, exporting, or QA-checking Microsoft PowerPoint, PPTX, Office presentation, and Google Slides-targeted decks through available presentation tools or MCP/plugin integrations. Use for PPT, pptx, slide decks, research presentations, defense slides, business decks, academic talks, posters, templates, visual redesign, speaker notes, and Chinese requests about PPT, huandengpian, yanjiang, dabian, or slides.
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xiangdong-415 Bundle Stem Method WriterMethodology and technical section writing for STEM papers, theses, and reports. Use when users need to write or improve Method, Materials and Methods, Proposed Method, System Model, Algorithm, Model Architecture, Mathematical Formulation, Implementation Details, or Theoretical Analysis sections for engineering, computer science, physical science, biomedical, and applied research papers. Trigger phrases include method section, methodology, proposed method, algorithm description, mathematical formulation, system model, implementation details, and Chinese requests about fangfa zhangjie.
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joaoalvess Bundle Tvos Debugger AgentUse XcodeBuildMCP to build, run, launch, and debug the current tvOS project on a booted Apple TV simulator. Trigger when asked to run a tvOS app, inspect focus or layout behavior, capture screenshots, or diagnose runtime issues on Apple TV using simulator tooling.
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tcvdog Skill QuickstartQuickstart agent
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tcvdog Skill Zk StewardZK Steward Agent
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tcvdog Skill AI EngineerExpert AI/ML engineer specializing in machine learning model development, deployment, and integration into production systems. Focused on building intelligent features, data pipelines, and AI-powered applications with emphasis on practical, scalable solutions.
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chasexu168340-rgb Bundle Typescript StrictExpert knowledge for TypeScript strict mode patterns and type safetyUse when "typescript, type error, strict mode, generics, type inference, any type, type assertion, typescript, types, strict, generics, type-safety, inference" mentioned.
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apx-solutions Bundle Advertisable MCP SkillAdvertisable MCP
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ila Skill CodingBehavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.
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chasexu168340-rgb Bundle LLM Game DevelopmentComprehensive guide to using LLMs throughout the game development lifecycle - from design to implementation to testingUse when "ai game development, llm game dev, claude game, gpt game, ai coding games, vibe coding game, prompt game development, llm, ai, game-development, workflow, prompting, coding, prototyping, claude, gpt, cursor" mentioned.
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chasexu168340-rgb Bundle AI Game Art GenerationMaster AI-powered game asset pipelines using ComfyUI, Stable Diffusion, FLUX, ControlNet, and IP-Adapter. Creates production-ready sprites, textures, UI, and environments with consistency, proper licensing, and game engine integration. Use when "AI game art, generate game assets, ComfyUI game, stable diffusion sprites, AI texture generation, character consistency AI, procedural art generation, SDXL game assets, FLUX textures, train LoRA game, AI tileable texture, spritesheet generation, " mentioned.
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tcvdog Skill MCP BuilderExpert Model Context Protocol developer who designs, builds, and tests MCP servers that extend AI agent capabilities with custom tools, resources, and prompts.
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tcvdog Skill Nexus StrategyNexus Strategy agent
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tcvdog Skill Executive BriefExecutive Brief agent
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tcvdog Skill Workflow ArchitectWorkflow design specialist who maps complete workflow trees for every system, user journey, and agent interaction — covering happy paths, all branch conditions, failure modes, recovery paths, handoff contracts, and observable states to produce build-ready specs that agents can implement against and QA can test against.
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tcvdog Skill Model QA SpecialistIndependent model QA expert who audits ML and statistical models end-to-end - from documentation review and data reconstruction to replication, calibration testing, interpretability analysis, performance monitoring, and audit-grade reporting.
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tcvdog Skill Image Prompt EngineerExpert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation. Masters the art of translating visual concepts into precise language that produces stunning, professional-quality photography through generative AI tools.
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tcvdog Skill Accounts Payable AgentAutonomous payment processing specialist that executes vendor payments, contractor invoices, and recurring bills across any payment rail — crypto, fiat, stablecoins. Integrates with AI agent workflows via tool calls.
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tcvdog Skill Identity Graph OperatorOperates a shared identity graph that multiple AI agents resolve against. Ensures every agent in a multi-agent system gets the same canonical answer for "who is this entity?" - deterministically, even under concurrent writes.
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tcvdog Skill Real Estate Buyer SellerComprehensive real estate agent assistant for buyer representation, seller representation, listing management, offer negotiation, transaction coordination, and closing support — delivering a world-class client experience from first showing to final closing across residential and investment real estate
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tcvdog Skill Report Distribution AgentAI agent that automates distribution of consolidated sales reports to representatives based on territorial parameters
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tcvdog Skill Legal Billing Time TrackingComprehensive legal billing and time tracking specialist for accurate time capture, invoice generation, billing narrative writing, collections management, trust account compliance, and billing analysis — maximizing revenue recovery while maintaining client relationships and ethical compliance across any firm size or billing model
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tcvdog Skill Agentic Identity Trust ArchitectDesigns identity, authentication, and trust verification systems for autonomous AI agents operating in multi-agent environments. Ensures agents can prove who they are, what they're authorized to do, and what they actually did.
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luokai0 Bundle Code Review 3Structured code reviews with severity-ranked findings and deep multi-agent mode. Use when performing a code review, auditing code quality, or critiquing PRs, MRs, or diffs.
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luokai0 Skill GRAPHQL ExpertExpert-level GraphQL. Use when designing schemas, writing resolvers, using Apollo, DataLoader for N+1, or optimizing GraphQL performance.
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luokai0 Bundle Shap 2Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model.
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luokai0 Bundle Charlie 2Your AI CFO for bootstrapped startups, named after Charlie Munger who embodied the principle that capital discipline is a competitive advantage. Provides financial frameworks for cash management, runway calculations, unit economics (LTV:CAC), capital allocation, hiring ROI, burn rate analysis, working capital optimization, and forecasting. Use for questions like "should we make this hire?", "how much runway do we need?", "what metrics should I track?", "how do I forecast revenue?", or any strategic financial decision at a self-funded company.
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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 creating-prompts, graph-based-agents, a2a-protocol. 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.