observability-design-review SKILL.md skillA
observability-design-review from naodeng/awesome-qa-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naodeng/awesome-qa-skills/observability-design-review@git:20260914.45aa88fPins git:20260914.45aa88f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- naodeng/awesome-qa-skills
- Path
skills/en/testing-types/observability-design-review/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260914.45aa88f, committed Sep 14, 2026
- First version recorded
- Sep 14, 2026
- Size
- 4,121 bytes
- Repository stars
- 301
- License
- a license file GitHub does not identify
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file 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
mdr add naodeng/awesome-qa-skills/observability-design-review@sha256:c4837c3de9c3f435The line at the top of this page pins the label git:20260914.45aa88f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_aqhurz45xtakb5pt)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Sep 14, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260914.45aa88f latest | 2026-09-14 | 45aa88f | 4,121 B | A | view · diff |
| git:20260914.ba5cf40 | 2026-09-14 | ba5cf40 | 3,213 B | A | view |
Audit of the latest version
- 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
naodeng/awesome-qa-skills · 301 stars · license a license file GitHub does not identify · pushed 2026-11-06 · 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 AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.