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/visual-verify

Use when about to declare done on any output with a visual surface -- an HTML page, a rendered UI, a diagram, a slide, a screenshot-able view -- to confirm by looking at the rendered result instead of asserting it. Also use when asked to screenshot or visually check a page or a

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$ npx -y skills add metraton/gaia --skill visual-verify --agent claude-code

SKILL.md

visual-verify.SKILL.md
name: visual-verify
description: Use when about to declare done on any output with a visual surface -- an HTML page, a rendered UI, a diagram, a slide, a screenshot-able view -- to confirm by looking at the rendered result instead of asserting it. Also use when asked to screenshot or visually check a page or a local file. Not for a deck-builder deck, which is checked by its own deterministic checks.

Visual Verify

Visual verification is the discipline of confirming a visual output by rendering it and looking at the pixels, not by asserting the markup "should" look right. When work produces something a person would see -- a page, a UI, a diagram, a slide -- the honest check is a screenshot the agent then reads with its own image-reading tool. An agent that ships visual output without looking at it has not verified; it has hoped.

This skill teaches the disposition and hands you a reference implementation (`scripts/screenshot.cjs`) as support, not as a spec. It is generic -- any HTML or URL, any project, inside Gaia or out. For the response contract and the `verification` block this feeds, see `agent-protocol`.

Core principle

Three judgments shape a good visual check. Reason through each; do not follow a fixed recipe.

  • **Look, and look where it breaks.** Markup that parses is not layout that

works. Text clips, boxes collide, a column that is fine at 1440px overflows at 380px, a palette that reads in light mode fails in dark. So render across a spread of widths (desktop down to narrow mobile) AND across the themes the output supports (light/dark) -- one viewport in one theme is not a verification of a responsive, themed surface. Reading the images is the verification; the script exiting 0 is not.

  • **Find the browser where it lives; obtain it only if it is truly absent.**

Playwright caches its browsers in a location that varies by OS and by the `PLAYWRIGHT_BROWSERS_PATH` override -- do not assume one fixed path. Locate the browser dynamically (resolve the highest `chromium-*` build present) and launch it via an explicit `executablePath`, so you use what is already on disk. If nothing is present anywhere, obtaining a browser is a legitimate, deliberate one-time step -- a real install you run with approval. The friction to avoid is not installing per se; it is letting a tool silently fetch a *mismatched* revision when a perfectly usable browser already sits in the cache.

  • **Put the captures where their context wants them.** The output location is a

decision, not a fixed folder. Read the context and choose:

  • **Backing a brief (inside Gaia):** write them where that brief's evidence

lives, so the capture becomes part of the audit trail.

  • **Generic / outside a brief:** a temporary directory -- it keeps the

workspace clean and is not a meaningful mutation -- or the location the user or context names. The reference script takes the out-dir as an argument precisely so this decision stays with you.

Process

1. **Have the output at a URL a browser can open** -- a local file as `file:///absolute/path`, or a running dev server as its `http://localhost:PORT`. 2. **Decide the output location** by the criterion above (brief-evidence vs temp vs given), then **locate the browser** where it lives. 3. **Capture across the widths and themes that matter** for this surface. The reference script does this:

   node <skill-dir>/scripts/screenshot.cjs <url-or-file> <out-dir> [widths] [colorSchemes]

Defaults to `1440,900,700,500,380`; pass `light,dark` as the fourth argument to capture both color schemes. An app with a bespoke theme toggle (localStorage/class rather than `prefers-color-scheme`) may need a project-specific step -- adapt the reference, do not assume it fits. 4. **Read every screenshot** with the Read tool and actually look: overflow, clipping, collisions, contrast in each theme, and whether the change you made is visible and correct. Skipping this and trusting the exit code is the failure mode the whole skill exists to prevent. 5. **Report what you observed.** In the `verification` block use `method: "self-review"` (visual inspection is a genuine self-review), list the widths/themes checked in `checks`, and put the PNG paths and concrete observations in `details`. Saw a defect -> `result` is not `pass`; loop and fix.

Why the reference script is shaped this way

The explicit-`executablePath` + dynamic-revision approach exists to use the browser already present instead of triggering a redundant fetch. Two alternatives are **rejected by evidence** -- know why before reaching for them:

  • **The one-line `playwright screenshot` CLI.** It targets the revision the

installed package pins, not the one on disk; when they differ it silently triggers a browser download and stalls the check on an approval prompt. The reference script sidesteps this by launching what is cached.

  • **`chrome-devtools-mcp`.** It does not support WSL and requires a live Chrome

instance, so it is not a portable verification path here.

Anti-patterns

  • **Declaring done without looking.** Emitting `verification.result: "pass"` on

visual work because the script ran is the exact hollow pass this skill prevents. The pass is the image you read, not the exit code.

  • **Assuming one browser path or one revision.** A hardcoded cache path or

`chromium-1223` in a launch line is a time-bomb; the location varies by environment and the cache is repopulated over time. Resolve both dynamically.

  • **Fetching a browser reflexively when one already exists.** The reflex to run

a fetch on any hiccup converts a free check into an approval wall. Use what is on disk; obtain deliberately only when nothing is present.

  • **Checking one width in one theme.** Layout and contrast fail at the edges --

narrow viewports and the non-default theme -- not at the comfortable default.

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Questions about visual-verify.

Which coding agents can use visual-verify?
visual-verify installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.