viz-frame-audit SKILL.md skillA

viz-frame-audit from mangowhoiscloud/geode is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add mangowhoiscloud/geode/viz-frame-audit@git:20260907.97cb78b

Pins git:20260907.97cb78b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
mangowhoiscloud/geode
Path
.agents/skills/viz-frame-audit/SKILL.md
Versions recorded
2
Latest version
git:20260907.97cb78b, committed Sep 7, 2026
First version recorded
Aug 25, 2026
Size
5,071 bytes
Repository stars
15
License
Apache-2.0

Trigger when: (1) the user mentions "noise", "slop", "frame audit", "video review", "letter spacing", "padding intrusion", "frame extract", "naive arrow", or Korean equivalents (노이즈, slop, 프레임 검수, 글자 깨짐), or (2) after rendering a new or modified Manim scene, or (3) the user asks to review an mp4 in `media/videos/` or `~/Downloads/`. Post-render audit workflow for Manim 1080p60 videos. Extracts keyframes via ffmpeg, inspects them through Claude Code's Read tool, and classifies any defects into…

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

# Viz Frame Audit

Use after a render or re-render to verify the four defect categories. Skip it
when only the deterministic layout `--static-check` is needed.

## The four categories

Videos are inspected against the four standing defect categories below. The
catalogue of verified incidents per category lives in
[references/defect-catalogue.md](references/defect-catalogue.md).

| # | Category | Definition | Detection signal |
|---|---|---|---|
| 1 | **Naive arrow** | Head too small, head colour mismatch with body, label crossing the dashed line | `head_size ≤ 0.24`, `head_color ≠ body color` with near-vertical arrow + label at `UP * 0.25` |
| 2 | **Padding intrusion** | Text or box within 0.1 of another box edge, or crossing the canvas edge | Box height < content height, row labels at `LEFT * 6.0`+, 7+ outline lines in a small box |
| 3 | **Glyph kerning drift** | Helvetica Neue + Pango misreads specific glyph pairs ("GE ODE", "g eneration", "fit ness", "cr itic") | Spurious space inside a word, more pronounced at smaller `font_size` |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add mangowhoiscloud/geode/viz-frame-audit@sha256:d01abb186486bc73

The line at the top of this page pins the label git:20260907.97cb78b, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_tjfsisjcp22zc5cn.svg)](https://markdownregistry.com/a/art_tjfsisjcp22zc5cn)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Aug 25, 2026 and Sep 7, 2026, about one every 13 days.

versioncommittedcommitsizeaudit
git:20260907.97cb78b latest2026-09-07 97cb78b 5,071 BA view · diff
git:20260825.9516eab2026-08-25 9516eab 5,089 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (5071 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

mangowhoiscloud/geode · 15 stars · license Apache-2.0 · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tjfsisjcp22zc5cn
GET https://markdownregistry.com/api/v1/resolve?ref=mangowhoiscloud/geode/viz-frame-audit
GET https://markdownregistry.com/api/v1/blob/d01abb186486bc733eb10c89380aef58f1d148d8c779b024e8e5246bf8895018

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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