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 Five Dysfunctions TeamHierarchical model identifying five interconnected team dysfunctions with systematic remediation strategies
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lev-os Skill Ml Streaming InferenceStreaming inference processes predictions on events as they arrive in real-time data streams with sub-second latency
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lev-os Skill Psychiatric Advance DirectiveDrafts jurisdiction-specific Psychiatric Advance Directives (PADs) capturing treatment preferences, agent authority, and crisis plans for psychiatric incapacity. Trigger when the user mentions psychiatric advance directive, PAD, mental health advance directive, mental health treatment declaration, psychiatric crisis planning, Ulysses clause, psychotropic medication preferences, ECT consent planning, crisis activation plan, or mental health agent appointment.
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lev-os Skill Analyzing Digital Lending PlatformsEvaluates digital lending models with credit model assessment, funding structure, and regulatory analysis. Use when analyzing online lenders, evaluating credit models, or assessing lending platform risk.
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lev-os Skill Prisoners DilemmaRecognize situations where individual rational choices lead to collectively worse outcomes - core model for cooperation vs. defection dynamics
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lev-os Skill Evaluating Investment OpportunitiesStructures PE/VC investment evaluation with business model assessment, market analysis, and return potential. Use when evaluating deals, screening investment opportunities, or assessing company fit.
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lev-os Skill Healthcare Agent Instruction LetterDrafts a non-binding healthcare values/instruction letter for a designated health care agent to guide substituted-judgment decisions during incapacity. Use when a client needs a bedside document that harmonizes with a health care power of attorney, healthcare proxy, or advance directive and captures quality-of-life thresholds, treatment preferences, and conflict guidance. Trigger on requests for "instruction letter," "health care agent letter," "values letter," "legacy letter," "healthcare proxy," or "DPOA health care."
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lev-os Bundle Legal Risk Assessment Zacharie LaikConduct legal research and risk analysis using GoodLegal MCP tools. Use this skill whenever the user asks a legal question, wants to research case law or legislation, needs a legal risk assessment, or asks about French or EU law. Trigger on any mention of jurisprudence, legal research, contract risk, regulatory analysis, legal memo, or references to GoodLegal tools — even if the user just says something like "can you look into whether this clause is enforceable" or "what does the case law say about X".
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lev-os Bundle Multi Agent Swarm WorkflowRun multi-agent coding swarms using NTM, Agent Mail, Beads, and BV. Use when spawning agent swarms, coordinating parallel implementation, sending marching orders, or running quality review loops.
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lev-os Skill Analyzing Epidemiological DataStructures epidemiologic analysis with incidence, prevalence, rate calculations, and statistical inference. Use when calculating disease rates, analyzing epi data, or interpreting population statistics.
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lev-os Skill Managing Insurance Capital ModelingStructures insurance capital model analysis with economic capital, regulatory capital, and rating agency capital comparison. Use when modeling insurance capital, comparing capital frameworks, or assessing capital adequacy.
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lev-os Skill Managing Model Portfolio GovernanceStructures investment committee processes with model approval, modification, and compliance documentation. Use when managing model portfolios, documenting investment decisions, or tracking portfolio changes.
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lev-os Skill Managing Syndicated Loan OperationsStructures syndicated loan participation with allocation, settlement, and agent bank coordination. Use when managing syndicated loans, processing loan allocations, or coordinating agent bank functions.
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lev-os Skill Principal Agent ProblemConflicts arising when one party (agent) makes decisions on behalf of another (principal), but their interests diverge and information is asymmetric
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lev-os Skill Stock And Flow DiagramsModel system dynamics with stocks (accumulations), flows (rates of change), and feedback to quantitatively predict behavior over time
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lev-os Skill Analyzing Structured Product RatingsEvaluates rating agency methodology application with loss model inputs, correlation assumptions, and tranche-level credit assessment. Use when analyzing structured product ratings, comparing agency methodologies, or assessing rating sensitivity.
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lev-os Skill Conducting Health Economics ResearchStructures cost-effectiveness and health economic analyses with QALY calculations and model validation. Use when conducting health economics research, calculating QALYs, or building economic models.
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lev-os Skill Ml Model SelectionSystematic methodology for choosing the most appropriate machine learning algorithm based on problem characteristics, data properties, and constraints
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lev-os Skill Prompt EngineeringSystematic techniques for structuring LLM instructions to produce accurate, consistent, and high-quality outputs
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lev-os Skill Managing At The Market ProgramsStructures ATM offering programs with sales agent selection, volume limitations, and disclosure requirements. Use when establishing ATM programs, managing ongoing equity issuance, or optimizing capital raising timing.
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lev-os Skill Managing Loan Loss ProvisioningStructures CECL/ACL estimation with model methodology, qualitative factors, and forecast integration. Use when calculating loan loss provisions, implementing CECL, or estimating credit losses.
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lev-os Skill Analyzing Machine Learning In InvestingEvaluates ML applications in investment with feature engineering, model selection, and implementation considerations for alpha generation. Use when evaluating ML for investing, designing ML pipelines, or assessing ML strategy feasibility.
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lev-os Bundle Deep ResearchMulti-mode research agent using Tavily. Quick searches, query expansion, and deep multi-query synthesis with smart stopping. **MANDATE:** Always load exa + valyu for comprehensive research.
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lev-os Skill Conducting Program Evaluation Public HealthStructures program evaluation using CDC framework with process, outcome, and impact assessment. Use when evaluating public health programs, measuring program effectiveness, or conducting logic model analysis.
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boisenoise Skill Make AutomationAutomate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.
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boisenoise Skill Miro AutomationAutomate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.
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boisenoise Skill Asana AutomationAutomate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.
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boisenoise Skill Close AutomationAutomate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.
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boisenoise Skill Gmail AutomationAutomate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.
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boisenoise Bundle Ln 030 Vps BootstrapUse when bootstrapping or managing VPS agent environments: fresh install, add project, hex-relay redeploy, diagnostics, or fleet plan/apply.
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boisenoise Skill Reddit AutomationAutomate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.
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boisenoise Skill Square AutomationAutomate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.
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boisenoise Skill Trello AutomationAutomate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.
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boisenoise Skill Vercel AutomationAutomate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.
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boisenoise Skill Ln 311 Agent ReviewerRuns parallel external agent reviews (Codex + Gemini) on Story/Tasks. Process-as-arrive, critical verification with debate. Returns filtered suggestions.
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boisenoise Skill Ln 502 Agent ReviewerWorker that runs parallel external agent reviews (Codex + Gemini) on code changes. Reference-based prompts. Returns filtered suggestions with confidence scoring.
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 conducting-program-evaluation-public-health, evaluating-investment-opportunities, managing-syndicated-loan-operations. 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.