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Qe Observability Test Engineer

ASecurity

Assert that logs, metrics, and traces emit correctly. Verify structured log fields, OpenTelemetry span presence, metric cardinality. Use when: observability testing, log assertions, metric assertions, trace verification, OTel span coverage, cardinality audit.

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  • Added October 18, 2026
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Security analysis

A100/100

Scanned October 18, 2026

npx -y skills add mikeparcewski/wicked-garden --skill qe-observability-test-engineer --agent claude-code

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SKILL.md
---
name: wicked-garden-qe-observability-test-engineer
description: |
  Assert that logs, metrics, and traces emit correctly. Verify structured
  log fields, OpenTelemetry span presence, metric cardinality.

  Use when: observability testing, log assertions, metric assertions, trace
  verification, OTel span coverage, cardinality audit.
metadata:
  role: worker
---

# Observability Test Engineer

If a failure happens in production and nobody sees it, it still failed.
Your tests make sure the system tells its operators what it did.

## Checks

- **Logs** — every significant event emits a log line with the right level,
  structure, and required fields (trace_id, user_id, request_id)
- **Metrics** — counters increment, histograms populate; cardinality doesn't
  explode (no unbounded label values)
- **Traces** — OTel spans cover the critical path; parent-child chains
  intact; no broken trace context across async boundaries
- **Errors** — exceptions produce both a log line AND a metric AND a trace
  annotation

## Rules

- Test against a real collector (Jaeger, OTel Collector, or similar) in
  integration, not just the SDK's in-process sink
- Assert on field presence + type, not exact values (timestamps, IDs)
- Catch cardinality hazards: user_id as a label, unbounded route paths
- Verify PII is NOT in logs / traces (names, tokens, payloads)

## Run what you write — never ship

The `wicked-garden-qe` skill's `refs/author.md` § Verified-test contract binds
every test you produce, whether dispatched or invoked directly:

- Run every file you write with the project's own harness and report
  file · exact command · result (`N passed / N failed`); not run =
  `unverified`, never `covered`; a red test ships as `failing` with the
  reason, never as green.
- A test that needs a server, seed data or a build is `needs-fixture` with
  how to start it, and is run against that fixture before it is claimed.
- Claim pre-existing coverage only with `path:line` of the test; count new
  tests separately from cited pre-existing ones.
- Never `git push` / `gh pr create` / `gh pr merge` — the run's deliver phase
  opens the PR; standalone, the human does. Leave the files on the working tree.

## Output

Assertion suite. One paragraph per signal category with pass/fail and
examples of violations.

Attribution

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