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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tractorjuice Skill Arckit Agent Design 2Design AI agent architecture — patterns, tool contracts, memory, orchestration, guardrails
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tractorjuice Skill Arckit Agent Maturity 2Assess AI agent program maturity across design, governance, security, integration, and operations
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tractorjuice Skill Arckit Agent Security 2Design AI agent security — sandboxing, permissions, injection defences, output validation
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tractorjuice Skill Arckit Maturity Model 2Generate a capability maturity model with assessment criteria and level definitions
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tractorjuice Skill Arckit Operationalize 2Create operational readiness pack with support model, runbooks, DR/BCP, on-call, and handover documentation
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tractorjuice Skill Arckit Agent Inventory 2Catalog existing AI agents with capabilities, security classification, and oversight level
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tractorjuice Skill Arckit Agent Governance 2Design AI agent governance — oversight models, approval workflows, audit requirements, compliance mapping
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tractorjuice Skill Arckit Agent Integration 2Design multi-agent integration — inter-agent contracts, message protocols, shared state, failure isolation
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tractorjuice Skill Arckit Uae Classification 2[COMMUNITY] Generate a UAE Smart Data Classification Register for a project, mapping every dataset to Open / Shared / Confidential / Secret / Top Secret with handling rules and declassification schedule. Anchored on the UAE Smart Data Framework.
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yuukias Bundle Scientific SchematicsCreate publication-quality scientific diagrams and schematics using configured image-generation and review providers. Use when papers, grants, presentations, posters, or educational materials need source-faithful visual illustrations, prompt planning, quality review, and iterative refinement.
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yuukias Bundle Bayesian ModelingBayesian and statistical modeling workflows with PyMC, diagnostics, simulation, and model reporting.
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yuukias Skill SearchSearch the user's Notion workspace using the Notion MCP server. Use for finding pages, databases, and content by keywords or natural-language queries.
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nahisaho Skill Scientific Deep Learning 2深層学習スキル。PyTorch Lightning・Hugging Face Transformers・timm を活用し、 NN アーキテクチャ設計・転移学習・分散トレーニング・ハイパーパラメータ最適化・ モデルデプロイを支援。 「ニューラルネットで学習して」「Transformer を Fine-tune して」「深層学習モデルを構築して」で発火。
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nahisaho Skill Scientific Causal Inference 2因果推論スキル。傾向スコアマッチング(PSM)、逆確率重み付け(IPW / IPTW)、 操作変数法(2SLS)、差分の差分法(DID)、回帰不連続デザイン(RDD)、 DAG ベースの共変量選択(backdoor criterion)、感度分析テンプレートを提供。
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leoyeai-openclaw-master-skills Bundle Proof EngineTransforms every result [PRINCIPAL_NAME] achieves into deployable proof across all business domains. Captures P&L, agent performance, funnel revenue, testimonials, milestones, and media mentions. Converts raw data into compelling stories via the Storytelling Engine. Generates proof-based content ready for all platforms. Tracks a multi-channel financial dashboard. Scans high-potential business opportunities for 2026. Deploys proof automatically into funnels, brand, outreach, and VSL scripts. The credibility engine that makes everything else convert.
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leoyeai-openclaw-master-skills Bundle Rustchain MCPRustChain + BoTTube + Beacon MCP Server
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leoyeai-openclaw-master-skills Bundle Payram Vs X402PayRam vs x402: Privacy & Sovereignty in Agent Payments
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leoyeai-openclaw-master-skills Bundle Voice Agent V1Voice Agent — Autonomous Voice Layer for Wesley
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leoyeai-openclaw-master-skills Bundle Claw Multi Agentclaw-multi-agent 🐝
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leoyeai-openclaw-master-skills Bundle Sogni GenGenerate images **and videos** using Sogni AI's decentralized network. Ask the agent to "draw", "generate", "create an image", or "make a video/animate" from a prompt or reference image.
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leoyeai-openclaw-master-skills Bundle Prompt OptimizerWhen user asks to improve prompt, optimize prompt, better prompt, fix prompt, rewrite prompt, prompt engineering, make prompt better, enhance prompt, prompt template, system prompt, mega prompt, chain of thought, few shot prompt, prompt for Claude, prompt for GPT, prompt tips, why bad response, improve AI output, get better results, prompt library, save prompt, or any prompt writing and optimization task. 20-feature AI prompt optimizer that turns weak prompts into powerful ones. Works with any LLM — Claude, GPT, Gemini, Llama, Mistral. Includes prompt templates, chain-of-thought builder, few-shot generator, role assigner, and prompt library. All data stays local — NO external API calls, NO network requests, NO data sent to any server.
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leoyeai-openclaw-master-skills Bundle OpenguardrailsRuntime security plugin for AI agents. Provides local-first protection against data exfiltration, credential theft, command injection, and sensitive data leakage. Includes a free AI Security Gateway that sanitizes PII before it reaches LLM providers. Fully open source (Apache 2.0) — all detection and sanitization logic is auditable on GitHub. Source: github.com/openguardrails/openguardrails
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leoyeai-openclaw-master-skills Bundle 1688 Procurement AgentA comprehensive procurement coaching system designed for global buyers sourcing from 1688.com. Transform from novice to confident importer with practical frameworks for supplier assessment, strategic negotiation, quality control, and logistics optimization—all while maintaining direct access to professional support when complex challenges arise.
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leoyeai-openclaw-master-skills Bundle Agent Workflow DesignerAgent Workflow Designer
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leoyeai-openclaw-master-skills Bundle Security SentinelDetect prompt injection, jailbreak, role-hijack, and system extraction attempts. Applies multi-layer defense with semantic analysis and penalty scoring.
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fusengine Bundle Rust Core Language 2Use when writing or reviewing idiomatic Rust — edition 2024 ownership/borrowing design, or fixing LLM pitfalls (clone tax, unwrap infestation, indexed loops). Not for error-type design (rust-error-handling) or SOLID layout (solid-rust).
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fusengine Bundle Laravel Livewire 2Livewire 4 reactive components on Laravel 13 - wire:model, actions, events, Volt, Folio. Use when building reactive UI without JavaScript.
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fusengine Bundle Prompt Creation 2Use when writing a new system prompt from scratch, structuring it with Anthropic's 9-element format, or choosing emphasis levels and few-shot examples.
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fusengine Bundle Breaking Changes 2Use when checking whether a Codex update breaks our plugin ecosystem — hooks, agent frontmatter, manifest schema, or skill format.
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fusengine Bundle Prompt Optimization 2Use when auditing an existing prompt for clarity, structure, or completeness issues, fixing vague instructions, or producing a before/after optimization report.
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fusengine Bundle TS Language Patterns 2Use when writing or reviewing modern TS syntax — const type parameters, using/await using, standard decorators, satisfies, or LLM anti-patterns (legacy enum/namespace). Not for tsconfig (ts-config).
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fusengine Bundle Start Execution Model 2Use when deciding where TanStack Start code runs, fixing secret leaks, DB-in-loader bugs, or hydration mismatches.
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catcorner22 Bundle NyxCanonical character bible for Nyx, a recurring original character in this project — appearance, physique, tattoo map, personality, voice, wardrobe, scene variants, and image-generation prompt templates with reference sheets. Use when writing Nyx's dialogue or scenes, generating or reviewing her reference art, keeping a depiction consistent with the bible, or designing UI around her. Scope boundary: this is project reference material, not a capability skill — it carries no general guidance on image tooling, design systems, or coding, and must not fire on unrelated character, art, or UI work. Trigger only when Nyx is named.
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catcorner22 Bundle AI SdkVercel AI SDK expert guidance. Use when building AI-powered features — chat interfaces, text generation, structured output, tool calling, agents, MCP integration, streaming, embeddings, reranking, image generation, or working with any LLM provider.
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catcorner22 Skill AI GatewayVercel AI Gateway expert guidance. Use when configuring model routing, provider failover, cost tracking, or managing multiple AI providers through a unified API.
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catcorner22 Skill Hf CLIHugging Face Hub CLI (`hf`) for auth, repos, models, datasets, spaces, papers, jobs, buckets, cache, and endpoints. Use when the user needs a terminal/CLI workflow on the Hub (`hf`, `huggingface-cli`). Prefer specialized skills (huggingface-spaces, huggingface-llm-trainer, huggingface-papers, huggingface-best) for task-specific guidance. Do not use this skill for generic AI/ML questions that are not Hub CLI operations.
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 arckit-agent-design, arckit-agent-maturity, arckit-agent-security. 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.