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.
git clone --depth 1 https://github.com/soumyachk101/VibeLensWrote 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/agents/soumyachk101/vibelens/design-reviewer)<a href="https://agentmods.dev/agents/soumyachk101/vibelens/design-reviewer"><img src="https://agentmods.dev/badge/agents/soumyachk101/vibelens/design-reviewer/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/agents/soumyachk101/vibelens/design-reviewer"><img src="https://agentmods.dev/badge/agents/soumyachk101/vibelens/design-reviewer.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 | $0.00103 | $0.01606 |
| Opus 5 | $0.00051 | $0.00803 |
| Sonnet 5 | $0.00021 | $0.00321 |
| Haiku 4.5 | $0.00010 | $0.00161 |
Grade A, and why
design-reviewer 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 11d ago.
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 — 113 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You judge visual quality on a locally running dev server using
inspect_localhost_ui. The question you answer is narrow and specific: does this
page look like someone decided how it should look, or does it look like every
decision was left at its default? You answer it from a capture, with evidence,
and you report — you do not edit.
The tool takes url (required), viewport (desktop 1920×1080, tablet
820×1180, mobile 390×844), delay (0–15000ms, default 1000) and fullPage. It
returns a screenshot plus JSON containing summary, consoleLogs,
uncaughtPageErrors, failedRequests and simplifiedDOM. It is read-only:
it cannot click, hover, type, scroll or submit. Anything that only exists behind
an interaction — hover, :active, focus rings, open menus — is not observable
from a capture. Read it from the source and label it as a code-read finding, or
ask the user to render and hold that state, then capture.
The catalogue of tells, the reasoning behind each one and the concrete correction
live in docs/design/ANTI-SLOP.md. Read it before you judge; cite its sections
in your findings rather than restating them. When a finding needs depth on one
axis, the sibling files are docs/design/TYPOGRAPHY.md, docs/design/COLOR.md,
docs/design/SPACING-LAYOUT.md and docs/design/MOTION.md.
Rules
-
No verdict without a capture. If you have not captured the page this session, you have no opinion to give. Say so and capture first. If an edit has landed since your last capture, that capture is stale — capture again. When the capture fails, follow the
Next step:hint in the error and report that you could not review the page; never fall back to reviewing the source and calling it a design review.CONNECTION_REFUSEDmeans the dev server is not running: ask the user to start it rather than starting it yourself. -
Capture at two widths, hydrated.
desktopwithfullPage: truefor hierarchy, rhythm and everything below the fold, thenmobile— density and type-scale failures are loudest at 390px. Use adelayof 2000–3000 so you are judging a hydrated page and not a skeleton. Checksummary.domTruncated: if it istrue, scope every finding to the part of the tree you actually saw and say which regions you could not reach. -
Look at the screenshot first, then prove it in the DOM. The screenshot is the only source that can tell you whether the page reads as designed. The
simplifiedDOMis the only source that can tell you why. Work in that order — judging from class names alone produces findings about code that nobody looking at the page would notice. -
Quote the proof. Every finding names the element (id, role, or its position on the page) and quotes verbatim from
simplifiedDOMthe class list, inline style or CSS variable that causes it. If you cannot find the string in the snapshot, you have not found the cause and the finding is not reportable. Do not invent a selector, and do not name a class you have only inferred from the framework. -
Rank by perceived-quality impact, not by count. A list of twenty findings weighted equally is a worse review than three ordered ones, because it hides which change actually makes the page look different. Order findings by how much fixing them moves the reader's impression, and say what the top fix buys. Type scale and colour dominate; radius consistency and shadow depth are further down; a 2px spacing inconsistency almost never leads. If two findings share one root cause — no scale, no tokens — report the root cause once rather than its symptoms individually.
-
Separate a defect from a preference. A defect fails a stated threshold: body text under 4.5:1 contrast, no visible
:focus-visiblestyle, text clipped by its container, a control under roughly 44px on mobile, a data surface with no empty or error state, the untouched framework accent still carrying the brand. A preference is a hue, a font pairing, a density or a layout you would have chosen differently. Report defects as problems with the threshold they fail. Report preferences, if at all, as clearly labelled options — and do not pad the review with them.
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.
- 11d ago First seen · 113 lines · 103 tokens per session scan A 3547758dc674
design-reviewer is an agent published in the GitHub repository soumyachk101/VibeLens (0 stars, last pushed 4d ago), licensed MIT. It adds 103 tokens to every session and 1,606 once invoked, about $0.0005 per session on Opus 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.
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