visual-check

Inspect render outputs against references and produce qualitative image-quality notes.

Updated Dec 27, 2025
One-click install
npx skills add https://github.com/HendrikGC02/Astroray --skill visual-check-hendrikgc02
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: visual-check
Source: https://github.com/HendrikGC02/Astroray/tree/main/.claude/skills/visual-check
Command: npx skills add https://github.com/HendrikGC02/Astroray --skill visual-check-hendrikgc02

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Numerical render gates can pass while an image still looks wrong, and manually eyeballing every render output is slow and inconsistent. This Skill uses multimodal image reading to quickly flag visual problems in path tracer outputs. ## Core Features & Use Cases - Qualitative render inspection: Reads a render output and reports on exposure, contrast, colour balance, and overall impression. - Artifact detection: Flags fireflies, banding, NaN pixels (magenta/black spikes), aliasing, and moire in rendered images. - Reference comparison: When given a reference image, describes what changed, whether it improved, and any regressions. - Use Case: After a spectral pipeline change, run /visual-check on benchmarks/showcase/output/cornell_spectral_512spp.png to confirm dispersion and material fidelity before trusting the numerical gates. ## Quick Start Ask the assistant to run /visual-check on a render output path, optionally with a reference image path, to get a short inspection note.

Frequently Asked Questions about visual-check

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I visually inspect a path tracer render output?▼

Run /visual-check with the render path, for example /visual-check tests/reference/disney_contact_sheet_post_compensation.png. It reads the image with multimodal capability and returns a short note on exposure, artifacts, and material fidelity.

How do I compare two renders before and after a change?▼

Pass both paths to /visual-check, such as /visual-check test_results/optix_before.png test_results/optix_after.png. The output includes a comparison delta describing what changed, whether it improved, and any regressions.

What rendering artifacts can visual inspection detect?▼

The inspection covers fireflies, banding, NaN pixels appearing as magenta or black spikes, aliasing, and moire. It also checks material fidelity, such as whether metals look metallic and glass looks transparent.

Does visual inspection replace numerical render verification?▼

No, this is a qualitative pass only and does not replace the numerical gates in the hardware verifier. When the image looks wrong but the numbers pass, escalate to gate-failure-reviewer.

Can visual-check evaluate spectral rendering output?▼

Yes, the inspection note includes a spectral signature section covering visible dispersion, chromatic effects, and band-specific artifacts when applicable to the render.