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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rlaope Skill Omh Codegraph Refresh 2[omh] Hermes Codegraph Refresh workflow: refresh local code intelligence, summarize repo structure, and prepare task-scoped codegraph handoff context without overclaiming execution. Use when the user says: codegraph-refresh, codegraph refresh, refresh codegraph, update codegraph, codegraph stale, stale codegraph, codegraph handoff, codegraph summary.
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rlaope Skill Omh Materials Package 2[omh] Hermes Materials Package workflow: decks, PDFs, spreadsheets, documents, HWP, Markdown, and binary export handoffs. Use when the user says: materials-package, material package, materials package, document package, deck file, binary export, file export, render qa.
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rlaope Skill Omh Verification Gate 2[omh] Hermes Verification Gate workflow: define and record build, lint, typecheck, test, security, docs, generated-output, and CI evidence before completion or merge. Use when the user says: verification-gate, verification gate, quality gate, release gate, test gate, build lint test, lint typecheck tests, verify before merge.
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rlaope Bundle Omh Decision Prototype 2[omh] Bounded decision prototype workflow: resolve one uncertain interaction, API, performance, or integration choice with a disposable, isolated experiment whose observed result feeds planning. Use when the user says: decision-prototype, decision prototype, prototype this uncertain choice before planning, prototype before planning, prototype the uncertain choice, run a small spike, small spike, spike solution.
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autonomous-ai Bundle Fleet Operations 2Run a fleet of long-lived coding-agent sessions — list them, pause idle ones without losing their conversations, resume them where they left off, and tune the policy that decides. Use when someone has many Harness harnesses, wants to know which are actually running, wants memory back from idle agents, asks what to clean up, or asks whether a pause threshold is any good.
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rlaope Skill Ulw Perf 3[omh] Ultraperf - find where a system is actually slow, leaking, or expensive across runtime, memory, token cost, storage, rendering, inference, CI, and query domains, then fix one measured hot path at a time behind a regression budget. Use when the user says: ultraperf, ulw-perf, performance audit, performance bottleneck, find the bottleneck, profile the hot path, memory leak investigation, token cost hotspot.
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rlaope Bundle Omh Routing 2[omh] Router guidance for using oh-my-hermes workflow skills inside Hermes Agent.
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rlaope Bundle Ulw Maestro 2[omh] Maestro - prepares the handoff for the coding agent you already chose, composing its prompt from that agent's own installed skills; never selects the owner and never executes the work itself. Use when the user says: ulw-maestro, coding handoff, prepare the handoff, prepare a coding handoff, hand off the coding work, external executor handoff, handoff prompt, delegation prompt.
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rlaope Skill Omh Ask 2[omh] Hermes adaptation for consulting an external advisor when configured. Use when the user says: ask, external advisor, ask claude, ask gemini, consult claude, consult gemini, opinion from claude, opinion from gemini.
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navinspire-ia Skill Copywriting AgentWrite sales pages, ads, slogans, and persuasive copy using proven frameworks (AIDA, PAS, value-first). Use when words must convert, not just inform.
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rlaope Skill Omh Running Work Board 2[omh] Hermes adaptation for showing which coding units are running right now, on which runtime and model, with observed tokens and elapsed time. Use when the user says: running-work-board, running work board, which units are running, what models are running, 지금 뭐 돌고 있어, 뭐가 돌고 있어, 어떤 모델로 돌고 있어, 실행 중인 작업 보여줘.
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rlaope Skill Omh Toolbelt Readiness 2[omh] Toolbelt readiness - inventory which MCP servers, CLIs, APIs, credentials, and connectors a workflow needs; use external-connector-readiness to assess one named integration and executor-runtime-readiness to choose the coding owner. Use when the user says: toolbelt-readiness, mcp readiness, tool readiness, plugin readiness, connector readiness, needed mcp, api credential, missing cli.
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rlaope Skill Omh Codebase Onboarding 2[omh] Hermes Codebase Onboarding workflow: create a repo map, reading path, glossary, risk map, and first-task runway for unfamiliar codebases. Use when the user says: codebase-onboarding, codebase onboarding, repo onboarding, repository onboarding, codebase tour, code tour, new repo orientation, understand this repo.
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rlaope Skill Omh Github Issue Intake 2[omh] GitHub issue intake workflow: turn a public chat report into a confirmed, verified issue package. Use when the user says: github-issue-intake, github issue intake, issue intake, file this as an issue, file a github issue, open a github issue, create a github issue, submit a github issue.
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rlaope Skill Omh Localization Review 2[omh] Make a product or content release locale-ready with terminology, cultural-fit, and quality-review guidance. Use when the user says: localization review, translation QA, locale glossary, 현지화 검토, 번역 QA, 용어집.
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rlaope Skill Omh Build Failure Triage 2[omh] Hermes Build Failure Triage workflow: classify build, typecheck, lint, test, CI, and DCO failures into minimal safe fix handoffs. Use when the user says: build-failure-triage, build failure triage, build failure, build-failure, build fix, build failed, build failing, compile error.
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rlaope Skill Omh Design Orchestration 2[omh] Hermes design orchestration workflow: prepare a bounded design direction, existing-lane composition, and executor-neutral handoff. Use when the user says: design-orchestration, design orchestration, design ownership, handle this product design, take on the design, デザインを任せる, デザイン全体を任せ, プロダクトデザインを任せ.
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rlaope Skill Omh Failure Signal Audit 2[omh] Failure Signal Audit workflow: find swallowed errors, unsafe fallbacks, hidden UI/runtime failures, and missing propagation before they become false green status. Use when the user says: failure-signal-audit, failure signal audit, silent failure, silent failures, silent failure hunter, swallowed error, swallowed errors, empty catch.
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rlaope Bundle Omh Adversarial Consensus 2[omh] Hermes Adversarial Consensus workflow: independent perspectives attack a proposal, then distill into a bundle a separate planner consumes. Use when the user says: adversarial-consensus, adversarial planning, adversarial plan review, red team this plan, red-team this plan, red team the proposal, multi-perspective review, multiple perspectives.
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navinspire-ia Skill Supabase OperatorAdminister Supabase tables, migrations, storage, functions, and RLS policies. Prefer MCP Supabase or CLI when configured.
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rlaope Skill Omh Apps 2[omh] External app actions - email, Slack, Discord, Notion, Linear, Jira, CRM, and similar providers, scoped with auth, payload, confirmation, and result-evidence gates. Use when the user says: connector-operator, connector operator, external app action, external connector action, saas action, api action, send email, email customer.
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rlaope Skill Omh Docs 2[omh] Current-source-first documentation for OMH itself: product identity, public capability catalog, model routing, local state, and long-term memory. Use when the user says: product-docs, OMH documentation, oh-my-hermes documentation, what is OMH, what is oh-my-hermes, how does OMH work, OMH capability catalog, OMH skill catalog.
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rlaope Skill Omh Plan 2[omh] Hermes Plan workflow: structured planning before execution. Use when the user says: plan, implementation plan, task breakdown, safe feature, safely add a feature, add a feature, feature request, new feature.
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rlaope Bundle Omh Rust 2[omh] Hermes Rust workflow: prepare Rust changes with ownership, error, and API discipline, and escalate any unsafe, FFI, or lock-free change to the UB checklist. Use when the user says: rust, rust code, rust skill, rustlang, borrow checker, lifetime error, ownership error, trait bound.
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rlaope Bundle Omh Wiki 2[omh] Hermes adaptation for wiki construction blueprints and retained knowledge capture with destination-aware external knowledge connection guidance. Use when the user says: wiki, project wiki, build a wiki, start a wiki, organize my notes, external knowledge store, knowledge base, Obsidian.
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rlaope Skill Ulw Plan 2[omh] Hermes Ralplan workflow: consensus planning with review gates. Use when the user says: ralplan, consensus plan, reviewed plan, issue to PR, acceptance criteria, verification command, reviewable PR, risky planning.
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rlaope Skill Omh Files 2[omh] Policy overlay for local file tasks - add path scoping and destructive-action gates after preferring native file tools for ordinary list, search, organize, copy, move, and rename actions. Use when the user says: workspace-file-operator, workspace file operator, file operator, file operation, file operations, filesystem task, filesystem operation, file system task.
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rlaope Skill Omh Agent Board 2[omh] Hermes agent board workflow: coordinate multiple Hermes profiles or agents with task, handoff, heartbeat, blocker, and completion states. Use when the user says: agent-board, agent board, kanban, multi-agent, multi agent, multi agent board, multiple hermes agents, multiple hermes profiles.
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rlaope Skill Omh Image Cards 3[omh] Image prompt cards - turn meetings, reports, PRs, issues, research, and releases into domain-aware image prompt cards. Use when the user says: img-summary, img summary, visual prompt card, image card, image generation, image edit, edit this image, remove the background.
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rlaope Skill Omh Model Setup 2[omh] Hermes Model Setup workflow: diagnose role-slot model configuration, guide provider connection, and apply changes only after diff approval. Use when the user says: model-setup, hermes model setup, set up my models, set up my model, configure my models, configure model provider, connect my model provider, set up model role slots.
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rlaope Skill Omh Ops Observability Card 2[omh] Hermes ops observability workflow: prepare an operations command-board for wrapper-safe token, cost, latency, run history, queue, failure-mode, external metric-provider, and service-quality evidence boundaries. Use when the user says: ops-observability-card, observability card, operations command board, ops command board, service quality board, service quality, external metric provider, metric provider.
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rlaope Skill Omh Security Safety Review 2[omh] Hermes Security Safety Review workflow: review prompt, tool, secret, dependency, destructive-action, and explicit local plugin risks before agent or code execution. Use when the user says: security-safety-review, security safety review, ai coding safety, agent safety review, prompt injection review, tool permission review, secret exposure review, destructive action review.
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rlaope Skill Omh Provider Profile Posture 2[omh] Prepare provider-profile metadata without reading secrets or calling providers. Use when the user says: provider-profile-posture, provider profile posture, provider profile readiness, secret presence confirmation, connector profile posture, 공급자 프로필 상태, 시크릿 존재 확인, 커넥터 준비 상태.
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rlaope Skill Omh Cancel 2[omh] Hermes adaptation for ending active workflow state cleanly. Use when the user says: cancel, stop the workflow, abort the run, cancel the loop.
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rlaope Bundle Omh Backend 2[omh] Hermes backend workflow: prepare server, API, and data-layer contracts — auth boundary, error paths, response shape, and schema/migration discipline — before implementation. Use when the user says: backend, back-end, back end, backend skill, server side, server-side, api design, api contract.
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openai Bundle Tunnel MCPCreate, connect, list, and inspect MCP tunnel runtimes through the local tunnel-client plugin. Use when Codex needs to manage secure MCP tunnels with aliases and native tunnel-client runtime processes.
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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 omh-codegraph-refresh, omh-materials-package, omh-verification-gate. 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.