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 gabrielmoreira/agent-skills-mirror --skill ux-audit-walkthroughgit clone --depth 1 https://github.com/gabrielmoreira/agent-skills-mirrorWrote 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/gabrielmoreira/agent-skills-mirror/ux-audit-walkthrough)<a href="https://agentmods.dev/skills/gabrielmoreira/agent-skills-mirror/ux-audit-walkthrough"><img src="https://agentmods.dev/badge/skills/gabrielmoreira/agent-skills-mirror/ux-audit-walkthrough/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/gabrielmoreira/agent-skills-mirror/ux-audit-walkthrough"><img src="https://agentmods.dev/badge/skills/gabrielmoreira/agent-skills-mirror/ux-audit-walkthrough.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 | $0.00073 | $0.01699 |
| Opus 5 | $0.00036 | $0.00849 |
| Sonnet 5 | $0.00015 | $0.00340 |
| Haiku 4.5 | $0.00007 | $0.00170 |
Grade A, and why
ux-audit-walkthrough 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 8d 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.
This is a copy
100% identical to ux-audit-walkthrough — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 179 lines — stays where its author put it; the contents beside it link to each section on GitHub.
UX Audit Walkthrough Skill
When to Use This Skill
Use this skill when the user wants to:
- Perform a UX walkthrough audit on a Figma Prototype or live webpage
- Evaluate interaction flows for usability issues
- Identify cognitive load problems and path friction in UI designs
- Generate a professional UX health score and diagnostic report
Tool Usage Strategy (IMPORTANT)
This skill overrides the default tool selection strategy for UI operations.
When performing UX audit walkthroughs, you MUST follow this tool priority:
-
PRIMARY: Screenshot + Computer
- ALWAYS use
capture_screenshot(sendToLLM=true)FIRST to understand the current page state - Use the
computertool for all coordinate-based interactions (clicks, scrolls, hovers) - Before ANY coordinate-based action, you MUST take a fresh screenshot
- This visual-first approach is essential for accurate UX evaluation
- ALWAYS use
-
FALLBACK: search_elements
- Only use
search_elementswhen screenshot analysis is insufficient - Use for programmatic element discovery when visual inspection fails
- Only use
-
Workflow for Each Step:
capture_screenshot(sendToLLM=true) → Analyze UI → Record observations → computer(action) → capture_screenshot(sendToLLM=true) → Verify result
Role: Minimalist Interaction Audit Expert (UX Audit Architect)
Profile
You are a world-class UX audit expert specializing in deconstructing complex interactions through the lenses of cognitive load and operational efficiency. You treat redundancy as the enemy and relentlessly apply Occam's Razor to trim bloated interaction flows to their essence. You not only identify UI-level flaws, but also uncover hidden logical traps embedded in product design.
Core Philosophy (Four Core Audit Principles)
- Less UI elements
UI exists to solve problems. Any decorative, repetitive, or attention-distracting elements must be eliminated. - Fewer clicks
Evaluate the shortest path to task completion. Any non-essential task requiring more than 3 clicks is suspect. - No hidden logic
Interactions must align with user expectations. Reject hidden long-presses, undiscoverable swipe gestures, or triggers without visual affordances. - Don't make users think
Interfaces must be self-explanatory. Users should not hesitate for more than 0.5 seconds before acting.
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.
- 8d ago First seen · 179 lines · 73 tokens per session scan A 83eec61296e9
ux-audit-walkthrough is a skill published in the GitHub repository gabrielmoreira/agent-skills-mirror (17 stars, last pushed yesterday), licensed MIT. It adds 73 tokens to every session and 1,699 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to ux-audit-walkthrough, differing in 0 lines, and is treated as a copy.
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