root-cause-review SKILL.md skillA
root-cause-review from ai-daming/clickvibe is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ai-daming/clickvibe/root-cause-review@git:20260829.1673372Pins git:20260829.1673372 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ai-daming/clickvibe
- Path
skills/root-cause-review/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260829.1673372, committed Aug 29, 2026
- First version recorded
- Aug 24, 2026
- Size
- 10,941 bytes
- Repository stars
- 17
- License
- none declared
Adversarial multi-round code review that digs for root causes instead of verifying the latest patch. Reads the FULL review history of a PR (every round's findings, diff trend, issue contract), classifies findings into recurring themes, judges each fix's altitude (mechanism-level vs call-site-level), and can issue a stop-and-redesign verdict that halts incremental patching. Use when asked to review a PR that has failed review at least once before, when the same class of bug keeps coming back…
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
# Root-Cause Review Ordinary review answers "does this round's patch work?". This skill answers "why does this bug class exist, and is the current fixing strategy converging?". It exists because a reviewer that only verifies the latest patch will happily certify ten rounds of the same mistake (case: issue #111, ten CRITICAL rounds, diff 93→2669 lines, root cause untouched until someone asked the cross-round question). ## Hard requirements - Always identify the role in the visible verdict as `**身份：Review Agent**`. Use `LGTM` only for a `pass` verdict bound to the current exact head; never use it for `fix-these`, `stop-and-redesign`, pending gates, draft PRs, or stale heads. - Never review only the current diff. If review history exists and you did not read it, the review is invalid. - Never output a CRITICAL finding without answering the invariant question for it (step 3). - Never declare an invariant enforced without a completed enumeration table (step 4). Dynamic reproduction is not a substitute for enumeration. …
Read the whole file at its exact version.
How to install
mdr add ai-daming/clickvibe/root-cause-review@sha256:8892e354d489af43The line at the top of this page pins the label git:20260829.1673372, 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_ka7cbn7szmhh4gla)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 24, 2026 and Aug 29, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260829.1673372 latest | 2026-08-29 | 1673372 | 10,941 B | A | view · diff |
| git:20260824.441c249 | 2026-08-24 | 441c249 | 9,392 B | A | view · diff |
| git:20260824.a9fecdd | 2026-08-24 | a9fecdd | 8,912 B | A | view · diff |
| git:20260824.04fcb5d | 2026-08-24 | 04fcb5d | 7,964 B | A | view · diff |
| git:20260824.35cff99 | 2026-08-24 | 35cff99 | 7,235 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 (10941 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
ai-daming/clickvibe · 17 stars · license none declared · pushed 2026-09-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ka7cbn7szmhh4gla GET https://markdownregistry.com/api/v1/resolve?ref=ai-daming/clickvibe/root-cause-review GET https://markdownregistry.com/api/v1/blob/8892e354d489af4320af207d9b788170ed1d1189d7a82ae935bd9070a6d554b4
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.