Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add jerseycheese/agent-skills --skill visual-crawlgit clone --depth 1 https://github.com/jerseycheese/agent-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jerseycheese/agent-skills/visual-crawl)<a href="https://agentmods.dev/skills/jerseycheese/agent-skills/visual-crawl"><img src="https://agentmods.dev/badge/skills/jerseycheese/agent-skills/visual-crawl/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jerseycheese/agent-skills/visual-crawl"><img src="https://agentmods.dev/badge/skills/jerseycheese/agent-skills/visual-crawl.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00059 | $0.08723 |
| Opus 5.5 | $0.00024 | $0.03489 |
| Sonnet 5.5 | $0.00012 | $0.01745 |
| Haiku 4.5 | $0.00006 | $0.00872 |
Grade A, and why
visual-crawl scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 630 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Visual Crawl
Randomized visual QA using bdg (browser-debugger-cli). Opens the project, crawls pages at varied breakpoints, screenshots issues, and produces a findings report. No two runs cover the same ground.
Prerequisites
bdginstalled globally (npm install -g browser-debugger-cli@alpha)- Project dev server running (know the URL and port)
- macOS tiling WM users (AeroSpace, yabai, etc.): after
--no-headless, float the browser window to free its viewport
Invocation
User says /visual-crawl or asks for a visual QA pass. Before starting, confirm:
- Project URL (e.g.,
http://localhost:4173) - Route list — discover from router config or ask the user
- Dynamic/parameterized routes (
/items/[id],/users/:id, etc.) — do any exist, and do they need seeded data to render real content instead of a 404 or empty state? See "Seeding data for dynamic routes" in Phase 0 below.
For keyboard-navigated apps (sections accessed via key bindings rather than URL routing), ask the user for the key-to-section mapping and use bdg dom pressKey to navigate.
The Crawl
Phase 0: Setup
# Check for existing session first
bdg status 2>&1 || true
# Start bdg session (headless only when there is no display; on a Mac it opens a window)
bdg <project-url>
# Create screenshot output directory
OUTDIR="/tmp/visual-crawl-$(date +%Y%m%d-%H%M%S)"
mkdir -p "$OUTDIR"
Store $OUTDIR path — all screenshots go here.
Target-identity guard. bdg attaches to a Chrome instance, and its active target can silently drift to another open tab between commands — you reload and suddenly you're screenshotting a different app on a different port. A URL check isn't enough (two apps can share a path). Before the crawl and before every screenshot, confirm the page is the app you mean by a stable marker — document.title, an app-specific selector, or both — and abort on mismatch rather than capturing the wrong app:
# Set EXPECT to a substring unique to this app's title (or use an app-only selector)
EXPECT="MyApp"
guard() {
t=$(bdg dom eval "document.title" 2>&1 | tail -1)
echo "$t" | grep -q "$EXPECT" || { echo "WRONG TARGET ($t) — bdg drifted; stop, restart on the right URL, re-pin"; return 1; }
}
guard || exit 1
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today Changed · +63 lines c2a0a3bb5e8a
- 9d ago Changed 182790017150
- 10d ago Changed d7b419cab10e
- 21d ago Changed · -2 lines · -39 tokens per session 13b11c2f2aff
- 1mo ago Changed · +45 lines 33025b5248a2
- 2mo ago First seen · 524 lines · 98 tokens per session scan A 64111bb9573e
visual-crawl is a skill published in the GitHub repository jerseycheese/agent-skills (4 stars, last pushed yesterday), licensed MIT. It adds 59 tokens to every session and 8,723 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
visual-crawl compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| visual-crawljerseycheese/agent-skills | Skill | 4 | yesterday | MIT | A | 59 | Claude Code |
| figmaAceDataCloud/Skills | Skill | 17 | yesterday | none | A | 59 | Claude Code |
| qa-test-plannerdavila7/claude-code-templates | Skill | 33k | yesterday | MIT | A | 34 | Claude Code, Codex |
| omh-apple-designrlaope/oh-my-hermes | Skill | 5.2k | yesterday | MIT | A | 83 | Claude Code, Codex |
| critiqueplugin87/ux-ui-agent-skills | Skill | 3.1k | 10d ago | MIT | A | 37 | Claude Code |
| running-livekit-simulationsfcakyon/claude-codex-settings | Skill | 1.2k | yesterday | Apache-2.0 | A | 183 | Claude Code |
| email-designfcakyon/claude-codex-settings | Skill | 1.2k | yesterday | Apache-2.0 | A | 57 | Claude Code |