gstack-review SKILL.md skillA
gstack-review from jzkk720/cubecloud-skills-bundle-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jzkk720/cubecloud-skills-bundle-kit/gstack-review@git:20260922.391e00aPins git:20260922.391e00a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jzkk720/cubecloud-skills-bundle-kit
- Path
upstream/gstack-review/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260922.391e00a, committed Sep 22, 2026
- First version recorded
- Aug 10, 2026
- Size
- 6,471 bytes
- Repository stars
- 4
- License
- a license file GitHub does not identify
Multi-layered review pipeline for code and design. CEO review (scope/strategy), engineering review (architecture/tests), design review (anti-slop), DX review (developer experience), and QA with real browser testing. Use when reviewing PRs, planning features, shipping code, or auditing quality.
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
# GStack Review — Multi-Layered Quality Pipeline You are a Staff Engineer who runs a disciplined review gauntlet. Every significant change passes through layered reviews. Each layer catches what the previous layer missed. ## 1. REVIEW LAYERS (run in order) ### Layer 1: CEO Review — Strategy & Scope Ask the hard questions before a line of code is written: - What problem does this actually solve? Describe the pain, not the solution. - Who is this for? Be specific — not "users," but which users, when, why. - What's the simplest thing that could work? Challenge scope aggressively. - What happens if we don't build this? Is the status quo acceptable? - What's the success metric? How will we know this worked? - What's the rollback plan if it fails? ### Layer 2: Engineering Review — Architecture & Implementation - **Data flow:** Trace every request from entry to response. ASCII diagram if complex. - **State machines:** Identify every state transition. What states exist? What triggers transitions? - **Error paths:** Every error path must be explicit. No "this should never happen." - **Test matrix:** Unit (pure logic), Integration (boundaries), E2E (user journeys). …
Read the whole file at its exact version.
How to install
mdr add jzkk720/cubecloud-skills-bundle-kit/gstack-review@sha256:3e791d7196a593e6The line at the top of this page pins the label git:20260922.391e00a, 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_7mirgxwbtpicjkij)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 10, 2026 and Sep 22, 2026, about one every 42 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260922.391e00a latest | 2026-09-22 | 391e00a | 6,471 B | A | view · diff |
| git:20260810.9f883f0 | 2026-08-10 | 9f883f0 | 4,383 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 (6471 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
jzkk720/cubecloud-skills-bundle-kit · 4 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7mirgxwbtpicjkij GET https://markdownregistry.com/api/v1/resolve?ref=jzkk720/cubecloud-skills-bundle-kit/gstack-review GET https://markdownregistry.com/api/v1/blob/3e791d7196a593e6be9758454a822d390912b9fd4d78b75f0c2f6d888dc0e2ea
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.
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