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 me-cedric/agent-compass --skill ui-conformancegit clone --depth 1 https://github.com/me-cedric/agent-compassWrote 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/me-cedric/agent-compass/ui-conformance)<a href="https://agentmods.dev/skills/me-cedric/agent-compass/ui-conformance"><img src="https://agentmods.dev/badge/skills/me-cedric/agent-compass/ui-conformance/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/me-cedric/agent-compass/ui-conformance"><img src="https://agentmods.dev/badge/skills/me-cedric/agent-compass/ui-conformance.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 | $0.00000 | $0.01505 |
| Opus 5.5 | $0.00000 | $0.00602 |
| Sonnet 5.5 | $0.00000 | $0.00301 |
| Haiku 4.5 | $0.00000 | $0.00151 |
Grade A, and why
ui-conformance 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 9d 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 — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ui-conformance
Answer one question: does the built screen match its design? A claim is not proof. Run the layers in order. Fix the first layer that fails, then run it again.
Inputs
- Find the screen in
{{DESIGNS_DIR}}/screens.json(seespec-flow). An alias or aSCR-idgives the route, the Figma node and the stories. - Read the design through the Figma MCP:
get_design_contextandget_variable_defson the node. - If the Figma MCP is not available, use the exports in
{{DESIGNS_DIR}}or the PNG that the user gives. Say what you lacked. Never guess a value. - Before you write a new component, look for one that fits. Use the Storybook MCP when the project has it. Else read the
*.stories.*files and the component library. - Map each Figma component to a code component. Write a new one only when none fits.
1. Tokens against computed style
Read both sides as values. A screenshot cannot settle fonts, colors, backgrounds or copy.
- Run the probes in
scripts/probe-design-values.jsagainst the running app with Playwrightbrowser_evaluate. - Run the typography census first. It groups all visible text by family, weight, size, line height and color.
- Compare family, weight, size, line height, color, background color, background image, radius and spacing with the Figma variables.
- Quote the measured value against the expected one:
rgb(17,24,39) measured, expected #064e3b. "Title matches" records nothing. - A Figma text-style name is not its content. A CSS Module class can beat a utility class of equal specificity by source order.
- A gradient headline has
color: transparent. Readbackground-imageand the ancestors and::beforelayers. - Compare with the frame that the design shows for this viewport, not only with the type scale rule.
2. Structure
- Compare order, nesting, alignment, constraints and responsive rules with the design.
- Check each state: hover, focus, disabled, loading, empty, error.
- Compare the copy character by character.
- Atomic design on the web: copy
assets/eslint-boundaries.mjsnext toeslint.config.mjsand add it to the config. The lint then fails when a level imports a higher level.
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 9d ago Changed · -45 tokens per session 3448c5cc7e3d
- 10d ago First seen · 89 lines · 45 tokens per session scan A 11c945a2d7ed
ui-conformance is a skill published in the GitHub repository me-cedric/agent-compass (3 stars, last pushed 4d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,505 tokens. 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 2026-10-18.
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