Borrowing it
Nothing to install: this file belongs to iress/design-system. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/iress/design-system/main/.agents/skills/ui-doctor/SKILL.mdgit clone --depth 1 https://github.com/iress/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/iress/design-system/ui-doctor)<a href="https://agentmods.dev/skills/iress/design-system/ui-doctor"><img src="https://agentmods.dev/badge/skills/iress/design-system/ui-doctor/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/iress/design-system/ui-doctor"><img src="https://agentmods.dev/badge/skills/iress/design-system/ui-doctor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
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 | $0.00079 | $0.05214 |
| Opus 5 | $0.00039 | $0.02607 |
| Sonnet 5 | $0.00016 | $0.01043 |
| Haiku 4.5 | $0.00008 | $0.00521 |
Grade A, and why
ui-doctor 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 10d 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 — 388 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Skill: UI Doctor
Audit and review application UI for IDS compliance, accessibility, usability, and cognitive load. This skill helps AI agents perform comprehensive UI reviews covering component usage, accessibility (WCAG), usability heuristics (Nielsen's 10), cognitive load, and progressive disclosure — then produce actionable reports with prioritised recommendations.
When to Use
Activate this skill when the user says things like:
- "Review this page / component / file for accessibility"
- "Check the usability of this UI"
- "Audit this for IDS compliance"
- "This feels like too much cognitive load"
- "Are we following IDS guidelines?"
- "Check for a11y issues"
- "Review this UI"
- "Is this form accessible?"
- "Can you do a UX review?"
Or more generally:
- Reviewing application UI code for IDS compliance
- Validating accessibility (WCAG 2.1 AA)
- Assessing usability and cognitive load
- Evaluating design token usage and consistency
- Generating a UI health report with a compliance score
- Providing recommendations to improve UX, accessibility, and IDS adoption
Audit Modes
Default: Quick UX Review. Use this unless the user specifically asks for accessibility or full compliance. Escalate to a more thorough mode if the quick review reveals significant issues.
Quick UX Review (default)
Use when the user asks for a general UI review, usability check, or "does this look right?"
- Cognitive load & information architecture — Is the UI overwhelming? Are there too many items, options, or actions visible at once?
- Usability heuristics — Evaluate against Nielsen's 10 (see audit checklist § Usability Heuristics)
- Button hierarchy & layout consistency — One primary per section, consistent spacing
- Quick component scan — Are obvious raw HTML elements used where IDS components exist?
Accessibility Review
Use when the user asks about a11y, WCAG, keyboard navigation, or screen reader support.
- Form accessibility — Labels, required indicators, validation messages, id/htmlFor pairing
- Keyboard & focus — Skip links, focus trapping in modals/slideouts, visible focus indicators
- Screen reader — ARIA landmarks, dynamic content announcements, accessible names on interactive elements
- Colour & contrast — WCAG AA contrast ratios, no reliance on colour alone
- Cognitive load — Progressive disclosure, information density (see audit checklist § Cognitive Load)
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.
- 10d ago First seen · 388 lines · 79 tokens per session scan A 43ecf192661e
ui-doctor is a skill published in the GitHub repository iress/design-system (1 stars, last pushed today), licensed Apache-2.0. It adds 79 tokens to every session and 5,214 once invoked, about $0.0004 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.
Other skills, from other repositories
webgl-holographic-foil
A self-contained WebGL2 hero: thin-film interference over a crushed-foil surface whose palette shifts with the viewing angle; move the cursor to tilt the film.
html-ppt-hermes-cyber-terminal
OpenDesign + BYOK: choosing and wiring your own model, hands-on — cost, quality, and the routing decision. Built as a decision-grade AI literacy deck for engineers, IT, applied-AI teams.
html-ppt-taste-brutalist
16:9 HTML deck in tactical-telemetry / CRT-terminal taste. Deactivated-CRT charcoal slides, white-phosphor monospace, hazard-red accent, scanline overlay, ASCII syntax, density over decoration. Distilled from Leonxlnx/taste-skill brutalist-skill (Tactical Telemetry mode).
visual-ralph
Visual Ralph orchestration for frontend UI from generated references, static references, or live URL targets, using $ralph with built-in visual verdict and pixel-diff evidence until the implementation matches and leaves a reproducible design system.
accessibility
Consolidated accessibility skill entrypoint for WCAG 2.2, ARIA Authoring Practices, cognitive accessibility, Section 508, EN 301 549, design intent verification, and the Accessibility Planner workflow.
make-resume
A Chinese-language tool for creating editable HTML resumes that can be changed in a browser and printed to PDF. It uses available resume templates when they are installed and otherwise provides a simpler fallback.