Design Critique
mohitagw15856/pm-claude-skills
Give structured, constructive feedback on any design using UX frameworks.
Walks a Figma prototype or live webpage screen by screen and scores it against four minimalist usability principles.
$ npx skills add AIPexStudio/AIPex --skill ux-audit-walkthrough -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AIPexStudio/AIPex ux-audit-walkthrough --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/AIPexStudio/AIPex.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough .claude/skills/ux-audit-walkthrough && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ux-audit-walkthrough" agent skill from https://github.com/AIPexStudio/AIPex/tree/main/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough into .claude/skills/ux-audit-walkthrough/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ux-audit-walkthrough", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/AIPexStudio/AIPex/tree/main/packages/browser-runtime/src/skill/built-in/ux-audit-walkthroughType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add AIPexStudio/AIPex --skill ux-audit-walkthrough -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AIPexStudio/AIPex ux-audit-walkthrough --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AIPexStudio/AIPex.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough .agents/skills/ux-audit-walkthrough && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ux-audit-walkthrough" agent skill from https://github.com/AIPexStudio/AIPex/tree/main/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough into .agents/skills/ux-audit-walkthrough/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ux-audit-walkthrough", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AIPexStudio/AIPex --skill ux-audit-walkthrough -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AIPexStudio/AIPex ux-audit-walkthrough --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AIPexStudio/AIPex.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough .cursor/skills/ux-audit-walkthrough && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ux-audit-walkthrough" agent skill from https://github.com/AIPexStudio/AIPex/tree/main/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough into .cursor/skills/ux-audit-walkthrough/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ux-audit-walkthrough", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/AIPexStudio/AIPex.git --path packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add AIPexStudio/AIPex --skill ux-audit-walkthrough -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AIPexStudio/AIPex ux-audit-walkthrough --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AIPexStudio/AIPex.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough .gemini/skills/ux-audit-walkthrough && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ux-audit-walkthrough" agent skill from https://github.com/AIPexStudio/AIPex/tree/main/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough into .gemini/skills/ux-audit-walkthrough/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ux-audit-walkthrough", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install AIPexStudio/AIPex ux-audit-walkthroughInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add AIPexStudio/AIPex --skill ux-audit-walkthrough -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AIPexStudio/AIPex.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough .github/skills/ux-audit-walkthrough && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ux-audit-walkthrough" agent skill from https://github.com/AIPexStudio/AIPex/tree/main/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough into .github/skills/ux-audit-walkthrough/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ux-audit-walkthrough", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AIPexStudio/AIPex --skill ux-audit-walkthrough -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AIPexStudio/AIPex ux-audit-walkthrough --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AIPexStudio/AIPex.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough .opencode/skills/ux-audit-walkthrough && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ux-audit-walkthrough" agent skill from https://github.com/AIPexStudio/AIPex/tree/main/packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough into .opencode/skills/ux-audit-walkthrough/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ux-audit-walkthrough", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
ux-audit-walkthroughWalks a Figma prototype or live webpage screen by screen and scores it against four minimalist usability principles.
This skill drives a UX walkthrough audit by taking a screenshot first, analyzing what's on screen, then acting - clicking, scrolling or hovering - and taking a fresh screenshot after every action rather than relying on programmatic element lookup, which it only falls back to when screenshot analysis alone is not enough.
It evaluates each interaction against four principles: eliminating decorative or repetitive UI elements, keeping any non-essential task under three clicks, rejecting hidden gestures or triggers without a visible affordance, and making interfaces clear enough that a user should not hesitate for more than half a second. The output is a UX health score and a diagnostic report that names both surface-level UI problems and hidden logical traps in the flow.
It overrides the agent's normal tool-selection habits for this task specifically, requiring the screenshot-and-act loop as the primary method rather than treating it as optional.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4173fa8. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
UX Audit Walkthrough loads about 1.9k tokens when it runs. Until then it costs about 96 tokens; SKILL.md has 882 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from AIPexStudio/AIPex at commit 4173fa8, republished under its MIT licence (© AIPexStudio). 882 words, ~1,937 tokens.
.claude/skills/ux-audit-walkthrough/SKILL.md (or your agent's skills folder).Use this skill when the user wants to:
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
capture_screenshot(sendToLLM=true) FIRST to understand the current page statecomputer tool for all coordinate-based interactions (clicks, scrolls, hovers)FALLBACK: search_elements
search_elements when screenshot analysis is insufficientWorkflow for Each Step:
capture_screenshot(sendToLLM=true) → Analyze UI → Record observations →
computer(action) → capture_screenshot(sendToLLM=true) → Verify resultYou 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.
When the user provides a Figma Prototype link and task objectives, you will execute the audit in the following phases:
Before starting the automated walkthrough, it is recommended (but not mandatory) to briefly confirm with the user:
This context helps you tailor the audit to real-world constraints and produce more actionable recommendations.
Before starting the audit, define the following based on task complexity:
Evaluation Dimensions
Scoring Framework (Total: 100 points)
Anchor Questions
For each step in the Prototype, output the following:
Produce a professional Markdown report with the following structure:
Executive Summary
A single-sentence assessment of the flow's overall strengths and weaknesses.
UX Health Score
Final score based on the scoring framework, with a grade (S / A / B / C, etc.).
Major Findings
Efficiency Metrics
Redesign Proposal
After completing the diagnostic report, ask the user if they would like to export the report as a downloadable ZIP file.
💡 Recommendation: It is strongly recommended to download and save the report for future reference, stakeholder sharing, and tracking improvements over time. The ZIP format preserves both the Markdown report and all visual evidence (screenshots) in a portable package.
When referencing screenshots captured during the walkthrough in your report, use the following placeholder syntax:
[[screenshot:1]] ← refers to the 1st screenshot captured in this session
[[screenshot:2]] ← refers to the 2nd screenshot
...Example usage in the report:
### Issue #1: Unclear Primary CTA
The main call-to-action button blends into the background, violating the "Don't make users think" principle.
[[screenshot:3]]
**Recommendation**: Increase button contrast and add a subtle shadow to create visual hierarchy.download_current_chat_report_zip tool with the report content.[[screenshot:N]] placeholders with proper Markdown image links ()Note: The ZIP file will contain:
report.md — The full audit report with working image linksscreenshots/ — All captured screenshots from the session© AIPexStudio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough of AIPexStudio/AIPex.
Open the folder on GitHubat commit 4173fa8
UX Audit Walkthrough next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| UX Audit Walkthrough this skillAIPexStudio/AIPex | 1.3k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Design Critiquemohitagw15856/pm-claude-skills | 1.4k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Ostackmr-daedalium/ostack-saas | 114 | — | ~6.1k | Automated safety check: Notes | MIT | |
| Bdgszymdzum/browser-debugger-cli | 170 | — | ~2.4k | Automated safety check: Notes | MIT | |
| GstackLeoYeAI/openclaw-master-skills | 2.2k | — | ~4.1k | Automated safety check: Notes | MIT | |
| BrowseLeoYeAI/openclaw-master-skills | 2.2k | — | ~3.2k | Automated safety check: Notes | MIT |
mohitagw15856/pm-claude-skills
Give structured, constructive feedback on any design using UX frameworks.
mr-daedalium/ostack-saas
Fast headless browser for QA testing and site dogfooding. An agent skill from mr-daedalium/ostack-saas.
szymdzum/browser-debugger-cli
Use bdg CLI to drive and debug a real Chrome via Chrome DevTools Protocol - navigate, click, fill and submit forms, check what an action changed (navigation, new messages, pending requests), inspect…
LeoYeAI/openclaw-master-skills
Fast headless browser for QA testing and site dogfooding. An agent skill from LeoYeAI/openclaw-master-skills.
LeoYeAI/openclaw-master-skills
Fast headless browser for QA testing and site dogfooding. An agent skill from LeoYeAI/openclaw-master-skills.
holaboss-ai/holaOS
Pushes an agent past generic defaults when designing dashboards, admin panels, SaaS apps and tools, with attention to structure, type, navigation and how data is shown.
AIPexStudio/AIPex
Lets an agent drive Chrome through the AIPex extension and its MCP bridge: navigation, clicking, form filling, screenshots, tab management and downloads.
AIPexStudio/AIPex
Audits a live webpage against eight core WCAG 2.2 success criteria, combining accessibility-tree inspection, visual screenshots and keyboard navigation tests, with evidence in the report.
Works with
Walks a Figma prototype or live webpage screen by screen and scores it against four minimalist usability principles. This skill drives a UX walkthrough audit by taking a screenshot first, analyzing what's on screen, then acting - clicking, scrolling or hovering - and taking a fresh screenshot after every action rather than relying on programmatic element lookup, which it only falls back to when screenshot analysis alone is not enough.
UX Audit Walkthrough fits situations like: auditing a Figma prototype's click flow for usability issues; scoring a live webpage's interaction design against a UX checklist; finding hidden logic or cognitive-load problems in an interface.
Run `npx skills add AIPexStudio/AIPex --skill ux-audit-walkthrough -a claude-code`. Or copy the skill folder (packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough in AIPexStudio/AIPex) into .claude/skills/ux-audit-walkthrough in your project. Claude Code loads it when a task matches its description.
Run `npx skills add AIPexStudio/AIPex --skill ux-audit-walkthrough -a codex`. Or copy the skill folder (packages/browser-runtime/src/skill/built-in/ux-audit-walkthrough in AIPexStudio/AIPex) into .agents/skills/ux-audit-walkthrough in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AIPexStudio/AIPex --skill ux-audit-walkthrough -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ux-audit-walkthrough, .gemini/skills/ux-audit-walkthrough, .github/skills/ux-audit-walkthrough and .opencode/skills/ux-audit-walkthrough in your project.
SKILL.md names no scripts, command-line tools or credentials: UX Audit Walkthrough is instructions for the agent only. Our summary lists: Screenshot and on-screen control tools for the target interface.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
UX Audit Walkthrough is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with UX Audit Walkthrough: Design Critique (mohitagw15856/pm-claude-skills, 1.4k stars), Ostack (mr-daedalium/ostack-saas, 114 stars), Bdg (szymdzum/browser-debugger-cli, 170 stars) and Gstack (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
AIPexStudio (a GitHub organization) maintains it in AIPexStudio/AIPex, which has 1,261 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on August 26, 2026.
Source: AIPexStudio/AIPex on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.