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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lev-os Skill Sports Licensing SummarySummarizes sports licensing agreements (merchandise, broadcasting, endorsement) into structured frameworks extracting parties, financials, IP rights, obligations, compliance, and risks. Use when an agent reviews a sports licensing contract, broadcasting rights deal, athlete endorsement agreement, or merchandise licensing arrangement.
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lev-os Skill Statement Of InformationDrafts a U.S. Statement of Information for periodic Secretary of State filing. Validates corporate name, officers, directors, registered agent, and addresses against source records. Triggers on annual/biennial compliance filings, officer or address updates, or good-standing maintenance tasks.
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lev-os Skill Transfer Agent AgreementDrafts U.S. transfer agent agreements between issuers and SEC-registered transfer agents covering appointment, stock ledger, transfer processing, Rule 17Ad compliance, fees, termination, and transition. Trigger on: transfer agent agreement, stock ledger, shareholder registry, TA-1, TA-2, 17Ad, appointing or renewing a transfer agent.
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techwavedev Skill Activecampaign AutomationAutomate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
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lev-os Bundle Security Threat ModelRepository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.
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lev-os Skill Hooked ModelHabit-forming product framework using triggers, actions, variable rewards, and investment to create user engagement loops
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lev-os Skill Mvvm PatternSeparate UI from business logic using Model (data), View (UI markup), and ViewModel (presentation logic with data binding) for testable, reactive applications
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lev-os Skill RAG PatternsRetrieval-Augmented Generation architectures that enhance LLMs with real-time external knowledge to reduce hallucinations
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techwavedev Skill Local LLM ExpertMaster local LLM inference, model selection, VRAM optimization, and local deployment using Ollama, llama.cpp, vLLM, and LM Studio. Expert in quantization formats (GGUF, EXL2) and local AI privacy.
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techwavedev Skill AI EngineerBuild production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI agents, or AI-powered applications.
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techwavedev Bundle MCP BuilderGuide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
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lev-os Skill Mta BiologicalDrafts Material Transfer Agreements for biological materials between research institutions and commercial entities. Covers material characterization (BSL levels, select agents, GMOs), permitted use, IP allocation, publication rights, and regulatory compliance (NIH Guidelines, Bayh-Dole, ITAR/EAR, select agent regulations). Use when drafting MTAs, biological material transfer terms, or research collaboration agreements involving biological specimens.
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techwavedev Skill Multi Agent BrainstormingSimulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.
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techwavedev Bundle Dbt Transformation PatternsProduction-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.
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techwavedev Skill Datadog AutomationAutomate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.
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techwavedev Skill Tdd OrchestratorMaster TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices.
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lev-os Skill Articles Of IncorporationDrafts jurisdiction-compliant U.S. Articles of Incorporation for corporate entity formation. Analyzes formation documents, term sheets, and cap tables to produce a filing-ready charter with name, purpose, capital structure, registered agent, and governance provisions. Use when forming a new corporation, drafting a charter document, or structuring equity for venture-backed or closely held companies.
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techwavedev Skill Google Calendar AutomationLightweight Google Calendar integration with standalone OAuth authentication. No MCP server required.
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techwavedev Skill Microsoft Teams AutomationAutomate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.
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techwavedev Skill Bdi Mental StatesThis skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent", or mentions BDI ontology, mental state modeling, rational agency, or neuro-symbolic AI integration.
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techwavedev Skill Clarvia Aeo CheckScore any MCP server, API, or CLI for agent-readiness using Clarvia AEO (Agent Experience Optimization). Search 15,400+ indexed tools before adding them to your workflow.
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lev-os Skill Project SummaryGenerates structured legal project management summaries with RAG status indicators, budget variance analysis, and prioritized action items. Use when creating matter status reports, project updates, portfolio reviews, or resource allocation summaries for litigation, transactional, or regulatory matters.
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lev-os Skill Security Hub[WHAT] Unified security skill router — routes to the right security sub-skill based on intent [HOW] Decision tree routes to: security-review (code audit), security-best-practices (language-specific), security-threat-model (threat modeling), security-ownership-map (ownership topology) [WHEN] Use when user mentions security, audit, vulnerability, threat model, OWASP, pentest, code review security, ownership analysis [WHY] Prevents loading 4 separate security skills; routes to the right one based on context Triggers: "security", "audit", "vulnerability", "threat model", "OWASP", "pentest", "code review security", "ownership", "bus factor", "security review"
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techwavedev Bundle Antigravity Skill OrchestratorA meta-skill that understands task requirements, dynamically selects appropriate skills, tracks successful skill combinations using agent-memory-mcp, and prevents skill overuse for simple tasks.
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techwavedev Skill Outlook Calendar AutomationAutomate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
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techwavedev Skill Autonomous Agent PatternsDesign patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool APIs, implementing permission systems, or creating autonomous coding assistants.
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lev-os Skill MvcSeparate application logic into Model (data), View (presentation), and Controller (input handling) for maintainable software architecture
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lev-os Skill Autodev LoopAutonomous development loop. Prompt generator + cron scheduler that delegates execution to /work, flow definitions, and bd. No custom FSM.
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lev-os Skill Escrow AgreementDrafts tripartite U.S. escrow agreements for M&A and commercial closings, covering escrow property, deposit mechanics, release conditions, dispute handling, agent duties/limits, indemnity, fees, and termination. Use when asked to draft an escrow agreement, escrow instructions, holdback/indemnity escrow, closing escrow, or escrow agent agreement.
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techwavedev Bundle Voice AI Engine DevelopmentBuild real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support
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lev-os Skill Batch ServingMachine learning inference pattern where predictions are generated for large datasets at scheduled intervals rather than in real-time
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techwavedev Skill Claude In Chrome TroubleshootingDiagnose and fix Claude in Chrome MCP extension connectivity issues. Use when mcp__claude-in-chrome__* tools fail, return "Browser extension is not connected", or behave erratically.
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techwavedev Bundle Prompt Engineering PatternsMaster advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.
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lev-os Skill Analyzing Catastrophe RiskStructures catastrophe risk assessment with model output interpretation and accumulation monitoring. Use when analyzing cat risk, interpreting cat model results, or managing cat exposure.
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lev-os Skill Written Consent Of IncorporatorDrafts a U.S. corporate Action by Written Consent of Incorporator for post-formation organizational actions (adopting bylaws, appointing directors, transitioning authority to board). Use when the prompt mentions "written consent," "incorporator," "formation filing," "adopt bylaws," "appoint initial directors," or "organize corporation."
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techwavedev Bundle LLM Application Dev AI AssistantYou are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur
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 prompt-engineering-patterns, llm-application-dev-ai-assistant, articles-of-incorporation. 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.