# Ops Observability Card

> [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.

- **Type:** Skill
- **Install:** `agentstack add skill-rlaope-oh-my-hermes-ops-observability-card`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [rlaope](https://agentstack.voostack.com/s/rlaope)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [rlaope](https://github.com/rlaope)
- **Source:** https://github.com/rlaope/oh-my-hermes/tree/main/skills/ops-observability-card
- **Website:** https://rlaope.github.io/oh-my-hermes/

## Install

```sh
agentstack add skill-rlaope-oh-my-hermes-ops-observability-card
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# 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 receive a structured, evidence-bounded OMH operating surface instead of ad hoc narration.

## 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.

## OMH Context Rail

- This skill is part of OMH's Hermes workflow layer, not a standalone executor.
- Product context: OMH is a Hermes-native workflow pack: choose skills, shape work, prepare artifacts, show status, and hand off with evidence boundaries.
- Current lane: **Automation and status** (`achievements`, `workspace-audit`, `production-audit`, `automation-blueprint`, `github-event-ops`, `agent-board`, `gateway-intent-card`, `voice-operator`, `+26 more`) - schedules, status, health, and ops review.
- If the user intent belongs to another OMH lane, hand back to `oh-my-hermes` or name the adjacent workflow instead of force-fitting this skill.
- Cross-skill context: every OMH skill: match lane; generic tool can render or execute.
- Generic-tool checkpoint: image->img-summary; frontend->frontend/a11y/visual-qa; paper->paper-learning; content->content-operator; media->media-input-operator; file->materials-package; search->web-research; live->live-info-operator; audit->workspace/production/security; failures->build-failure; verify->verification-gate; code->codegraph/onboarding/ultraprocess.
- Coverage: Every generated workflow skill carries this rail.
- Normal users talk to Hermes; OMH CLI is infra.
- Boundary: Prepared OMH routing, cards, handoffs, or artifacts are not observed execution, image generation, delivery, review, CI, merge-readiness, or merge evidence.

## 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`

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.

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.

Required inputs:

- user request
- target context
- delivery or status expectation
- known missing evidence

Expected outputs:

- ops-observability-card/v1 card or guidance
- external_metric_provider/v1 payload contract
- external_metric_provider_adapter/v1 adapter contract
- ops_service_quality_board/v1 service-quality board
- typed service-quality downgrade gaps
- next action
- prepared-vs-observed boundary

Artifact expectations:

- ops-observability-card/v1 metadata-only runtime or wrapper card when recorded
- external_metric_provider/v1 supplied metric payload when available
- external_metric_provider_adapter/v1 connector-ready adapter metadata when available
- ops_service_quality_board/v1 evidence-gated service-quality board

Safety rules:

- An ops observability card is not billing truth, provider quota truth, live metric-provider access, complete tracing, SLO pass, incident closure, root-cause proof, remediation completion, performance proof, or successful workflow completion evidence.
- Do not claim connector, gateway, runtime, file generation, memory mutation, or host automation evidence from prepared guidance.

## Harness Discipline

- Start from the representative harness registry in `oh-my-hermes` when the workflow needs coding, research, planning, goal execution, architecture, critique, QA, or documentation lanes.
- Prefer richer evidence and clearer stop conditions over adding more workflow names.
- Use specialist lanes only when they change the quality of the answer or verification.

## Runtime Evidence

Preferred harness for this skill: `ops-observability-card`.

When local shell access or a bot wrapper is available, record metadata-only evidence:

```sh
omh runtime record --skill ops-observability-card --harness ops-observability-card --status started
omh runtime delegate --run  --requested --not-observed --result not_observed
```

Record observed delegation results when Hermes or the wrapper exposes them. If delegation is unavailable, keep the result explicit as `not_available` or `not_observed`.

## Hermes Compatibility Contract

- Preserve the workflow intent, stop conditions, and verification discipline.
- Use Hermes-native tools, file operations, and subagent/delegation features when available.
- Do not require runtime tools, role prompts, or overlays that Hermes Agent does not expose.
- Respect `omh_target_topology/v1` when a wrapper reports it: bind state to the current target/thread, adapt only the parts of this workflow that benefit from multiple Hermes agents, and fall back to single-target behavior when `active_agent_count` is one.
- When target topology changes from one to many or many to one, give a concise setup-change comment or use the wrapper's apply action before treating the new topology as persistent.
- Treat wrapper-supplied memory/context summaries as advisory local context, not proof that opaque Hermes memory was read or changed.
- When a runtime-specific mechanism appears in imported instructions, translate it to a Hermes-native artifact:
  - goal tools -> `.omh/goals/` ledgers, `goal_completion_gate/v1`, `goal_status_card/v1`, `goal_continuation/v1`, or explicit checklists with named next actions,
  - question renderers -> one concise question in the current Hermes interface,
  - native subagents -> Hermes delegation when available, otherwise sequential lanes,
  - shell bridge commands -> optional bridge mode only.

## Execution Rules

1. Load supporting context with `skills_list` / `skill_view` when needed.
2. State the workflow target, constraints, validation evidence, and stop condition.
3. Keep progress evidence-backed.
4. Verify with the smallest relevant test or inspection before claiming completion.
5. If Hermes cannot provide a required runtime capability, say so and use the fallback above.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [rlaope](https://github.com/rlaope)
- **Source:** [rlaope/oh-my-hermes](https://github.com/rlaope/oh-my-hermes)
- **License:** MIT
- **Homepage:** https://rlaope.github.io/oh-my-hermes/

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-rlaope-oh-my-hermes-ops-observability-card
- Seller: https://agentstack.voostack.com/s/rlaope
- Browse the marketplace: https://agentstack.voostack.com/browse

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