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[omh] Onboarding a newly released model generation: 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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[omh] Message opens with /omh and a task: meta-routing guidance for a leading /omh command: reason over the imperative task, consult the live workflow catalog, and select or chain the right workflow(s).

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[omh] Parallel tool-call capability in doubt: report the version and whether MCP parallel tool calls are enabled, then apply the diff for parallel tool calls only after approval; an update only on request. Use when the user says: parallel-tools, parallel tools, hermes parallel tools setup, update hermes for parallel tools, check parallel tool support, enable parallel tool calls, verify parallel tools capability, check hermes version for parallel tools.

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[omh] Translated product or content release: 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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[omh] Provider credentials without exposure: 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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[omh] Undecided OMH route handed to Jev: Jev route pick: answer an OMH route question about which workflow fits, recorded without re-routing. Use when the user says: jev-route, ask jev which workflow, jev pick the workflow.

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[omh] Risky command screened by Jev: Jev action check before a risky command: secrets, outbound sends, blast radius; can only add a hold. Use when the user says: jev-action-check, jev action check, ask jev if this command is safe, jev risk check.

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[omh] Self-hosted LLM serving on GPUs: 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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[omh] Unvalidated early product idea: test whether a customer problem, segment, and business hypothesis deserve product investment, ending in kill, pivot, persevere, or inconclusive before any PRD. Use when the user says: product-discovery-validation, product discovery validation, product discovery, customer discovery, customer discovery plan, zero to one validation, validate the problem before building, problem solution interview.

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[omh] Bot replies via Discord, Slack, or Telegram: normalize Discord, Slack, Telegram, and other gateway sessions into origin, thread, delivery, silent, attachment, and status-update policy. Use when the user says: gateway-intent-card, gateway intent, discord thread, slack thread, telegram delivery, discord delivery policy, slack delivery policy, telegram delivery policy.

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[omh] Git branch in trouble -- a merge conflict, a commit that broke something, history to repair: plan the resolution, the bisect, or the rewrite, name what is already pushed first, and force-push only with `--force-with-lease`. Use when the user says: git-workflow, git workflow, merge conflict, merge conflicts, rebase conflict, resolve the conflict, resolve this conflict, conflict markers.

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[omh] User named Jev for yes/no or pick-one probabilities: Jev ask: typed yes/no, pick-one, or scored questions to Jev with your own key; returns probabilities, never prose. Use when the user says: jev-ask, ask jev, jev question, jev score.

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[omh] Project fact to remember across future sessions: capture one bounded durable project or product memory candidate through explicit remember, refuse, or defer review; for existing Hermes memory use omh-memory-sync, and for a past decision use decision-recall. Use when the user says: memory-new, new memory, project memory, product memory, remember this project, remember this product, do not save, do not save this token.

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[omh] Upcoming work meeting that lacks an agenda: agenda, prompts, decisions, and record template. Use when the user says: meeting-brief, meeting brief, meeting agenda, agenda, discussion prompts, decisions needed, record template, meeting topics.

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[omh] Chat report that should become a GitHub issue: 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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[omh] Native program crashes or corrupts memory: 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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[omh] App idea headed for launch: shape an app idea into decisions, delivery handoff, verification, release, and monitoring status. Use when the user says: idea-to-deploy, idea to deploy, from idea to deploy, plan to deploy, idea to launch, ship this idea, ship this feature, launch this feature.

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[omh] Lost track of agent sessions and worktrees: normalize Codex, Claude Code, Hermes, OpenCode, Cursor, MCP host, worktree, and wrapper session metadata into one drift-aware inventory. Use when the user says: harness-session-inventory, harness session inventory, session inventory, session adapter, session adapters, harness sessions, mcp inventory, mcp config inventory.

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[omh] Production is down or an incident is open: command an incident that is still open -- severity as declared live state, commander and roles, an append-only timeline, a recorded temporary mitigation, verified recovery, and the customer notice. Use when the user says: live-incident-response, live incident response, incident response, active incident, ongoing incident, open incident, incident open, incident commander.

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[omh] Model and provider configuration changes: 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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[omh] LLM-powered feature to build: LLM app development: prepare a build handoff for an LLM-powered feature with a pinned provider boundary, schema-first outputs, versioned prompt files, grounded retrieval, and an eval suite as a shipped deliverable. Use when the user says: llm-app-dev, llm app development, llm application development, build an llm app, build an llm feature, llm feature development, build a rag pipeline, rag pipeline.

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[omh] Incoming GitHub PR, issue, or CI event: GitHub event operations: 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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[omh] Business contract, NDA, or policy with legal risk: surface contract and compliance risks, questions, and escalation points before a legal decision or action. Use when the user says: contract review, contract liability clause, regulatory analysis, compliance review, contract redline, redline the contract, negotiation preparation, negotiation strategy.

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[omh] PRD or roadmap priorities to decide: turn product evidence into a decision-ready PRD, prioritization frame, and roadmap brief. Use when the user says: product requirements document, PRD, roadmap prioritization, 제품 요구사항 문서, 제품 기획서, 로드맵 우선순위.

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