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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navinspire-ia Skill Value InvestorValue / quality screen for the Trading Agent OS. Prefer cash-generative names with reasonable debt and a margin of safety.
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navinspire-ia Skill Critic ReviewerCritically review code, plans, or agent output for bugs, security issues, missing tests, and weak assumptions before delivery. Use before merging, deploying, or sending user-facing results.
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navinspire-ia Skill Earnings TraderEarnings-event skill for the Trading Agent OS. Fade or follow only with a thesis and a hard stop.
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rlaope Bundle Omh Inference Serving 3[omh] OMH Inference Serving workflow: choose the serving engine and quantization from decision tables, prepare deployment as an idempotent runbook with observed-only verification, and measure the endpoint with the standard TTFT/TPOT/goodput protocol. Use when the user says: inference-serving, inference serving, serve this model, serve the model, model serving, serving endpoint, vllm, llama.cpp.
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rlaope Skill Omh Codebase Uml 2[omh] OMH Codebase UML workflow: turn a repository into one readable, interface-level PlantUML architecture picture - packages or modules, the public symbols other units actually import, bounded import edges - and get it rendered to a single PNG a chat surface can show. Use when the user says: codebase-uml, codebase uml, uml, plantuml, uml diagram, class diagram, package diagram, module diagram.
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rlaope Skill Omh Skill Health 2[omh] Skill Health workflow: prepare a metadata-only OMH skill portfolio dashboard with stale surfaces, observed failure signals, pending amendments, and top actions. Use when the user says: skill-health, skill health, skill portfolio health, skill dashboard, skill health dashboard, skill failure pattern dashboard, skill failure patterns, pending skill amendments.
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rlaope Skill Omh Model Optimization 2[omh] OMH Model Optimization workflow: when a model family ships a new generation or changes its serving contract, walk the recognition, research, calibration, routing, and measurement process that keeps model handling honest and current. Use when the user says: model-optimization, model optimization, optimize for model, onboard new model, calibrate new model, new model calibration, model calibration.
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rlaope Bundle Omh Refactor Plan 2[omh] Hermes refactor planning workflow: turn a decided boundary-changing refactor into a phased plan - reconnaissance, contracts-first phase order, per-phase verification and rollback, a files table, and an explicit approval gate before any edit. Use when the user says: refactor-plan, refactor plan, plan this refactor, plan the refactor, refactor planning, refactor phases, phased refactor, refactor in phases.
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rlaope Skill Omh Rules Distill 2[omh] Hermes Rules Distill workflow: extract repeated principles from skills, prompts, traces, reviews, and failures into reviewed rule candidates without auto-mutating guidance. Use when the user says: rules-distill, rules distill, distill rules, rule distillation, principle distill, skill principles, extract agent rules, turn traces into rules.
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navinspire-ia Skill Real Estate InvestorListed real-estate skill for the Trading Agent OS. REITs and foncières by country. No invented listing prices.
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navinspire-ia Skill RAG Knowledge BuilderBuild and evaluate RAG corpora - ingest, chunk, embed, index, and spot-check retrieval quality. Use when creating knowledge bases for agents.
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navinspire-ia Bundle Lead EnrichmentEnrich leads with email/domain data via Hunter or Apollo when API keys are present. Prefer scripts/enrich_leads.py. Never mark emails verified without API or public proof. Fall back to pattern inference when keys are missing.
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navinspire-ia Skill Momentum TraderSwing / momentum skill for the Trading Agent OS. Require uptrend, constructive RSI, and specialist consensus before a buy.
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navinspire-ia Skill Proactive AgentRun periodic checks, anticipate follow-ups, resume after interruptions, and keep quiet when nothing changed. Use with cron, .navin/HEARTBEAT.md, and sustained goals (/goal) for autonomous monitoring.
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rlaope Skill Model Onboarding 2Onboard a new model generation or sibling into oh-my-hermes: probe router recognition, research the official contract, write trait-to-counter calibration, place routing in both lanes, price from documented list only, gate machine config on a served route, prove with the gates, close with a benchmark pair. Use when a model family ships a new generation (for example "Fable 5.1 is out", "GLM 5.4 shipped", "onboard new model", "add model to chains").
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rlaope Skill Omh Report Package 2[omh] Hermes Report Package workflow: weekly/monthly reports, executive briefs, PPT-ready outlines, and upload packages. Use when the user says: report-package, report package, weekly report, monthly report, executive report, exec brief, leadership deck, status package.
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rlaope Skill Omh Run Efficiency 2[omh] Report supplied local run efficiency while provider and host data stay unobserved. Use when the user says: run-efficiency, run efficiency report, local run efficiency, context utilization, tool duration report, 실행 효율 리포트, 컨텍스트 사용량, 도구 지연 시간.
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rlaope Bundle Omh AI Slop Cleaner 2[omh] Hermes AI slop cleaner workflow: delete AI-generated slop, dead code, and duplication while observable behavior stays identical. Use when the user says: ai-slop-cleaner, cleanup, deslop, refactor, risky, behavior-preserving refactor, risk analysis, refactor workflow.
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rlaope Bundle Omh Award Bar Score 2[omh] Hermes award-bar score workflow: score a web surface against published design-award judging axes and name the binding constraint. Use when the user says: award-bar-score, award bar score, award winning, award-winning, award winning website, award-winning website, award winning design, award ready.
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rlaope Skill Omh Decision Recall 2[omh] Recall scoped reviewed rejected decisions without elevating them to approved memory. Use when the user says: decision-recall, rejected decision recall, rejected decisions, why was this rejected, previously rejected alternative, 거절된 결정, 기각된 대안.
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rlaope Skill Omh Instinct Ledger 2[omh] Instinct Ledger workflow: turn repeated project or cross-project lessons into atomic, confidence-scored instinct candidates with scoped promotion and export boundaries. Use when the user says: instinct-ledger, instinct ledger, project instincts, project-scoped instincts, project scoped instincts, global instincts, instinct review, instinct candidate.
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rlaope Bundle Omh Tech Debt Audit 2[omh] Hermes Tech Debt Audit workflow: build the severity-by-effort debt ledger from observed repo evidence - orient, audit the named dimensions with file:line citations, rank fixes and quick wins - and reconcile RESOLVED/NEW/CARRIED against the previous ledger on rerun. Use when the user says: tech-debt-audit, tech debt, tech debt audit, technical debt, technical debt audit, tech debt ledger, debt ledger, audit our tech debt.
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rlaope Skill Omh Workspace Audit 2[omh] Hermes Workspace Audit workflow: map repository, skill, prompt, plugin, MCP, hook, config, and runtime surfaces before strengthening or operating OMH. Use when the user says: workspace-audit, workspace audit, repo surface audit, repository surface audit, workspace surface audit, repo inventory, surface inventory, skill inventory.
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rlaope Bundle Omh Context Budget Review 3[omh] Hermes Context Budget Review workflow: plan compact context, token/cost budgets, summarization checkpoints, and overflow recovery before long agent work. Use when the user says: context-budget-review, context budget review, context budget, token budget review, token budget, prompt budget, prompt caching, prompt cache.
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rlaope Bundle Omh Agent Ops Review 2[omh] Hermes agent ops review workflow: help managers inspect AI-agent progress, blockers, quality gates, and throughput levers. Use when the user says: agent-ops-review, agent ops review, agent productivity, operator productivity, manager view, quality dashboard, throughput review, agent work quality.
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rlaope Skill Omh Content Operator 2[omh] Hermes content operator workflow: scope publish-ready writing, rewriting, summarization, translation, release-note, newsletter, customer-copy, social-copy, README-copy, and email-draft work with audience, tone, style, source, review, and hallucination gates. Use when the user says: content-operator, content operator, content workflow, writing workflow, publish-ready writing, publish ready writing, release notes, release note draft.
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navinspire-ia Skill Multi Agent OrchestrationCoordinate specialized subagents (architect, implementer, reviewer, analyst, researcher) with clear roles, handoffs, and validation. Use spawn for parallel independent tracks.
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navinspire-ia Skill Prompt Injection DefenderDetect and resist malicious instructions from web pages, PDFs, emails, and tool output that try to override system or user goals. Use whenever untrusted content is loaded into context.
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nousresearch Skill Hermes Agent Skill Authoring 2Author in-repo SKILL.md files: frontmatter and structure.
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navinspire-ia Skill Crm Update AgentKeep the CRM clean - log activities, update deal stages, maintain contact data in HubSpot, Salesforce, or a workspace CRM. Use after every sales interaction.
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navinspire-ia Skill Job Search AgentSearch, filter, and rank freelance and job opportunities on authorized sources with the career tool. Use to run a structured search or a watch.
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navinspire-ia Skill Paid Ads ManagerPlan and operate Google Ads, Microsoft Ads, Meta Ads, TikTok Ads, Reddit Ads, and LinkedIn Ads - real analysis of exports / MCP rows with the `ads` engine, targeting, creatives, budgets, and approval-gated optimization loops. Use when paid acquisition is on the table.
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navinspire-ia Skill Permission GuardEnforce least privilege for commands, file paths, domains, and APIs. Use before destructive exec, broad writes, or when the user asks to lock down what the agent may do.
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rlaope Skill Omh Github Event Ops 2[omh] Hermes GitHub event operations workflow: route PR, issue, CI, and review webhook events into triage, review, or fix handoff cards. Use when the user says: github-event-ops, github event ops, github ops, github triage, github pr, github review, github action, github actions.
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rlaope Bundle Omh Native Debugging 2[omh] Hermes native-debugging workflow: prepare hypothesis-driven debugging of native binaries and instruct the executor to drive a DAP debugger instead of printf. Use when the user says: native-debugging, native debugging, native binary, segfault, segmentation fault, core dump, stack corruption, memory corruption.
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rlaope Skill Omh Performance Goal 2[omh] Hermes adaptation for measurable performance-goal execution. Use when the user says: performance-goal, performance goal, latency, throughput, benchmark.
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 value-investor, critic-reviewer, earnings-trader. 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.