ai-daming/clickvibe · skills/root-cause-review/SKILL.md

root-cause-review skillA

root-cause-review is agent-read markdown (skill) from ai-daming/clickvibe: 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 acro.

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.

How to install

Latest version
mdr add ai-daming/clickvibe/root-cause-review@git:20260829.1673372
Exact content
mdr add ai-daming/clickvibe/root-cause-review@sha256:8892e354d489af43

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_ka7cbn7szmhh4gla.svg)](https://markdownregistry.com/a/art_ka7cbn7szmhh4gla)

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Versions

versioncommittedcommitsizeaudit
git:20260829.1673372 latest2026-08-29 1673372 10,941 BA view · diff
git:20260824.441c2492026-08-24 441c249 9,392 BA view · diff
git:20260824.a9fecdd2026-08-24 a9fecdd 8,912 BA view · diff
git:20260824.04fcb5d2026-08-24 04fcb5d 7,964 BA view · diff
git:20260824.35cff992026-08-24 35cff99 7,235 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 (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

GitHub

ai-daming/clickvibe · 16 stars · license none · pushed 2026-09-14 · 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

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.