Omh Ops Observability Card

Ops Observability Card

This is a Hermes-native ops-observability-card workflow skill.

Why This Exists

ops-observability-card exists so Hermes users can ask for this workflow in chat and get a structured, checkable answer instead of an improvised one.

Do Not Use When

• The request is already handled by a narrower explicit skill with stronger evidence.
• The user asks OMH to secretly run external platforms, connectors, schedulers, file exports, or runtime agents.
• The only safe answer is to ask for missing authority, credentials, target, or observed evidence first.

Examples

Good example:

• Prompt: ops-observability-card show token, cost, latency, supplied Prometheus/Grafana metrics, and missing service-quality evidence for this loop.
• Expected behavior: Produce prepare_ops_observability_card with required context, wrapper actions, and not-evidence boundaries.
• Why: The prompt names a real workflow surface that Hermes can orchestrate without hiding execution.

Bad example:

• Prompt: ops-observability-card claim exact provider billing, healthy SLO, incident closure, or remediation completion from local estimates.
• Expected behavior: Report the missing observed evidence or authority instead of claiming the external step happened.
• Why: Prepared OMH guidance is not platform, runtime, connector, file, memory, or delivery evidence.

Completion Checklist

• The run or workflow scope, metric window, failure modes, and cost/latency boundary are named.
• Local telemetry, provider truth, billing truth, and completion evidence are separate states.
• Warnings name the next measurement or operator review action.

Recovery Notes

• If provider metrics are unavailable, report only local metadata and mark provider truth not_observed.
• If cost or latency looks risky, surface a warning plus the next measurement rather than a completion claim.

Workflow Lane

• Current lane: Automation and status (achievements, workspace-audit, production-audit, live-incident-response, automation-blueprint, github-event-ops, github-issue-intake, buzz, +39 more) - schedules, status, health, and ops review.
• If intent belongs to another lane, hand back to oh-my-hermes or name the adjacent workflow.
• Shared product, routing, compatibility, and evidence rules: omh-routing/references/skill-common-rail.md.

Use When

Use when automation, loops, gateway work, executor handoffs, or service operations need a safe command-board for cost, latency, token, history, failure-mode, supplied metric-provider, and service-quality visibility.

Strong routing signals: `ops-observability-card`, `observability card`, `operations command board`, `ops command board`, `service quality board`, `service quality`, `external metric provider`, `metric provider`, `prometheus metrics`, `grafana metrics`, `cost telemetry`, `latency telemetry`, `token telemetry`, `run history`, `loop telemetry`, `failure mode`, `monitor tokens`, `service health`, `slo dashboard`, `비용`, `토큰`, `지연시간`, `관측성`, `운영 지휘판`, `서비스 품질`, `메트릭`, `프로메테우스`, `그라파나`

Catalog Metadata

Category: observability Phase: telemetry-card Hermes role: tracker Quality tier: workflow-surface-gated Reasoning demand: standard

Quality bar:

• Name the user-facing workflow objective, required context, next action, and stop condition.
• Separate prepared guidance from observed platform, runtime, connector, file, memory, or delivery evidence.
• Expose missing tools, credentials, targets, or observations as user-visible gaps.
• When advising what to record per model call, require the five answers - which model, how long, how many tokens in and out, whether it succeeded, and why it failed - with streaming calls adding time-to-first-token; the attribute tiers live in omh-agent-ops-review/references/instrumentation-ladder.md.
• Aggregate cost at the four levels - per call, per agent run, per session, per user - and name the budget threshold each level checks against before recommending any optimization signal.
• Never recommend logging raw prompts, responses, or secret values into telemetry; counts, lengths, hashes, and key-set booleans carry the signal without the leak.

Handoff policy:

Keep this as Hermes-facing orchestration guidance first. Prepare executor, connector, gateway, or host-runtime handoff only when the user accepts that next step and observed evidence can be recorded.