visual-verify
Skill2 starsChanged 14 days agoApache-2.0View on GitHub
Look at your own renders before delivery and fix what is off. A restyle beside its source, a pixel-level fix as zoomed before/after crops, a video as a filmstrip of key frames.
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 5 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 8
Look at the final raster before you deliver it, the same loop you run on code: render, look, fix, look again.
- Distinctive: line 50
If a second attempt at a local fix is still wrong, show the zoomed crop and ask for the edge in the person's own words instead of nudging …
“Common” is measured: kept by at least 6 in 10 of the 5 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
visual-verify
Look at the final raster before you deliver it, the same loop you run on code: render, look, fix,
look again. Judge it against the ask, not your own taste; when someone asked for a specific change,
that change is the bar. The deterministic gates (brand-lint, font checks, video-gate,
hyperframes check, artifact-contract) own tokens, fonts, clipping and dimensions. Your eyes own
everything they cannot measure: does it say the one thing, does the eye land where it should, is
anything generic or broken.
node /workspace/tools/review-thumb.mjs <img> # a <=1600 px .thumb.jpg to look at
node /workspace/tools/review-thumb.mjs --sheet <a> <b> ... # several tiled into one sheetThen look with the thumb or sheet and one specific question ("Is the headline the first thing you
read, and is any text clipped?"). One sheet costs far less than many frames.
Restyles and reskins: source first, output second
For a restyle, reskin, cleanup or resize, the failure that matters is an unrequested addition, deletion or change of meaning, which the output alone cannot show. Tile the source and the output:
node /workspace/tools/review-thumb.mjs --sheet attachments/source.png projects/<slug>/renders/restyled.pngA contract violation is a hard stop however good it looks: missing or changed source content, invented copy or marks, skipped explicit feedback, wrong dimensions, broken connector relationships, or an altered official asset. Fix the input or the renderer and re-render.
A fix measured in pixels needs a zoomed crop
A 6 px seam vanishes when a 1600 px comp is downscaled for viewing, so a full-frame look reports "fixed" when it is not. A weight, word or colour change reads at full frame and needs no crop. Crop the same region out of before and after, wide enough to include the edge the fix is measured against, and upscale both:
IMG="node /workspace/skills/image-ops/scripts/img.mjs"
$IMG renders/before.png review/crop-before.png --crop L,T,W,H --resize 800x
$IMG renders/after.png review/crop-after.png --crop L,T,W,H --resize 800x
node /workspace/tools/review-thumb.mjs --sheet review/crop-before.png review/crop-after.pngIf a second attempt at a local fix is still wrong, show the zoomed crop and ask for the edge in the person's own words instead of nudging again.
Video: a filmstrip, not one frame
For a composition, hyperframes snapshot --at <t1>,<t2>,... (or --frames 8) before rendering;
for a rendered file, extract key frames with ffmpeg or film-breakdown/scripts/grab.mjs --sheet.
Tile them with review-thumb.mjs --sheet and look at the title and end cards too. A strip through
each transition shows broken handoffs that a sparse strip hides.
What to look for
Defects that a gate passes and a person notices at once:
- garbled or fake text and logo marks, especially in generated images;
- an uncut white plate or a halo around a cut-out;
- a lockup clipped out of its card, or a logo below its minimum size;
- an arrowhead landing inside a rounded cap, or a connector that misses its shape;
- an identifier rendered wrong (
after_modelset asafter__modelby markdown-style escaping); - a marker or label the same colour as its ground;
- generic node, dot or network wallpaper where the concept should be;
- more words than the ask supplied: a sub-line, caption, footer or URL nobody asked for.
Other versions5 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 5
- OutThisLife/brooklyn-skills★ 207same name
- mtarcure/claude-vibe-squad★ 161same name
- metraton/gaia★ 4same name
- Evan-Kim2028/agent-skills★ 1same name
- AlpayC/claude-skill-set★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository53 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- llms.txtllms.txt
- brand-onboardingSkill
- deep-agents-coreSkill
- deep-agents-memorySkill
- deep-agents-orchestrationSkill
- design-agent-customizeSkill
- design-agent-deploySkill
- design-agent-evalsSkill
- design-agent-onboardingSkill
- design-agent-troubleshootSkill
- design-agent-updateSkill
- langsmith-datasetSkill
- langsmith-evaluatorSkill
- managed-deep-agentsSkill
- release-checkSkill
- vendor-syncSkill
- brand-designSkill
- content-briefSkill
- data-vizSkill
- design-wikiSkill
- embedded-captionsSkill
- faceless-explainerSkill
- film-breakdownSkill
- general-videoSkill
- gif-editSkill
- hyperframes-animationSkill
- hyperframes-audioSkill
- hyperframes-cliSkill
- hyperframes-coreSkill
- hyperframes-creativeSkill
- hyperframes-keyframesSkill
- hyperframes-registrySkill
- hyperframesSkill
- image-generationSkill
- image-opsSkill
- langsmith-traceSkill
- launch-filmSkill
- media-productionSkill
- media-useSkill
- motion-directionSkill
- motion-graphicsSkill
- music-to-videoSkill
- paper-designSkill
- pr-to-videoSkill
- reference-studySkill
- remotion-to-hyperframesSkill
- slideshowSkill
- soundSkill
- stillsSkill
- storyboardSkill
- thumbnailsSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

