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 aa-on-ai/agentic-design-system --skill ui-polish-passgit clone --depth 1 https://github.com/aa-on-ai/agentic-design-systemWrote 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/aa-on-ai/agentic-design-system/ui-polish-pass)<a href="https://agentmods.dev/skills/aa-on-ai/agentic-design-system/ui-polish-pass"><img src="https://agentmods.dev/badge/skills/aa-on-ai/agentic-design-system/ui-polish-pass/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/aa-on-ai/agentic-design-system/ui-polish-pass"><img src="https://agentmods.dev/badge/skills/aa-on-ai/agentic-design-system/ui-polish-pass.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 | $0.00045 | $0.01385 |
| Opus 5 | $0.00023 | $0.00692 |
| Sonnet 5 | $0.00009 | $0.00277 |
| Haiku 4.5 | $0.00005 | $0.00138 |
Grade A, and why
ui-polish-pass 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 — 97 lines — stays where its author put it; the contents beside it link to each section on GitHub.
UI Polish Pass
Core Pack — Always Active
This is a core skill. Use as the final step after design-review and ux-baseline-check on all visual work.
The screen works. Now make it feel right. This is the difference between functional and professional.
Core Lens
- Distill before decorating.
- Strip the screen to its essential structure, then add back only what earns its place.
- If a polish pass needs more color, more cards, and more chrome, it is probably not a polish pass.
- Use
/bolderand/quieteras directional moves:/bolder= increase contrast, hierarchy, or confidence without adding clutter/quieter= remove noise, reduce emphasis, let the right thing lead
The Pass (run sequentially)
Pass 1: Spacing & Breathing Room
- Section spacing — major sections have clear visual separation (32-48px minimum between groups)
- Element spacing — consistent gaps within groups (use the project's spacing scale, usually 4/8/12/16/24)
- Edge padding — content doesn't touch container edges. Minimum 16px padding, 24-32px preferred
- The squint test — do clear groups emerge, or is it one undifferentiated blob?
- Remove, don't add — if two elements feel crowded, try removing one before adding more UI
Pass 2: Typography Hierarchy
- One clear headline — the page has exactly one thing that reads as the primary heading
- Three levels max — heading, subheading, body. If you need more, the IA is probably wrong
- Weight before size — try bold before bigger. Try softer opacity before smaller
- Conventional utility type — preserve the product family or use a conventional general-purpose family unless the outcome explicitly earns expressive type
- Natural casing and rhythm — no forced uppercase, arbitrary tracking, or unconventional line height outside the type system
- No orphan labels — labels without content, headers without their section
- Consistent text styles — same content type uses the same style everywhere
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 · 97 lines · 45 tokens per session scan A 8c2f4250c3fe
ui-polish-pass is a skill published in the GitHub repository aa-on-ai/agentic-design-system (5 stars, last pushed 21d ago), licensed MIT. It adds 45 tokens to every session and 1,385 once invoked, about $0.0002 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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