Home / naodeng / awesome-qa-skills · skills/en/testing-types/observability-design-review/SKILL.md · GitHub

observability-design-review skillA

observability-design-review is agent-read markdown (skill) from naodeng/awesome-qa-skills: Use this skill when logging, metrics, tracing, alerting, or SLO design needs an evidence-bounded review before implementation; triggers include observability design review, telemetry readiness review, and alert actionability audit..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Observability Design Review

Review logging, metrics, tracing, context propagation, SLO/SLI, alerts, dashboards, sampling, retention, privacy, and cost designs before implementation. It produces `OBS-##` findings and validation preparation; it does not read runtime signals to declare health or choose SLO/incident severity.

## When to Use

- Use it to check whether signal fields/dimensions, semantics, correlation IDs, sampling, retention, and alerts are actionable.
- Use it to identify sensitive-data, cardinality, alert-noise, blind-spot, and cost risks.
- Use it when runtime data is unavailable and the telemetry design itself needs review.

Do not use it to query production logs, execute probes, analyze a real incident, or declare system health.

## Output Format Options

- Use Markdown by default; when a table, CSV, or JSON is requested, preserve the same evidence, status, impact, owner, and validation fields.
- Do not present a structured format or static inventory as execution, pass, approval, or release evidence.

## How to Use

1. Read this Skill's primary prompt and provide the objective, scope, material, environment, and available evidence.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add naodeng/awesome-qa-skills/observability-design-review@git:20260914.45aa88f
Exact content
mdr add naodeng/awesome-qa-skills/observability-design-review@sha256:c4837c3de9c3f435

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_aqhurz45xtakb5pt.svg)](https://markdownregistry.com/a/art_aqhurz45xtakb5pt)

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Versions

versioncommittedcommitsizeaudit
git:20260914.45aa88f latest2026-09-14 45aa88f 4,121 BA view · diff
git:20260914.ba5cf402026-09-14 ba5cf40 3,213 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4121 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

naodeng/awesome-qa-skills · 230 stars · license NOASSERTION · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_aqhurz45xtakb5pt
GET https://markdownregistry.com/api/v1/resolve?ref=naodeng/awesome-qa-skills/observability-design-review
GET https://markdownregistry.com/api/v1/blob/c4837c3de9c3f43539950a0987fefaaf3579d0d0586c00b9063a122dccef4e42

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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