screenshot-ux-auditor

---

name: screenshot-ux-auditor description: Turn app screenshots into structured UX, copywriting, and conversion audits with issue severity and recommended fixes. version: 1.1.0 metadata: openclaw: requires: bins: - python3 emoji: 🧰

---

Screenshot UX Auditor

Purpose

Turn app screenshots into structured UX, copywriting, and conversion audits with issue severity and recommended fixes.

Trigger phrases

审查这个界面

截图做 UX 评审

audit this UI screenshot

页面哪里有问题

帮我做可用性检查

Ask for these inputs

one or more screenshots

product goal or funnel stage

target user

platform web/mobile/desktop

tone or benchmark

Workflow

1. Identify the screen type, primary task, and likely user goal. 2. Evaluate using the bundled heuristics checklist. 3. Cluster issues into clarity, hierarchy, trust, interaction, and accessibility. 4. Assign severity and provide fix-first recommendations. 5. Generate an issue log the user can hand to design or engineering.

Output contract

audit summary

issue log CSV/Markdown

fix priority list

before/after prompt suggestions

Files in this skill

Script: {baseDir}/scripts/generate_issue_log.py

Resource: {baseDir}/resources/heuristics-checklist.md

Operating rules

Be concrete and action-oriented.

Prefer preview / draft / simulation mode before destructive changes.

If information is missing, ask only for the minimum needed to proceed.

Never fabricate metrics, legal certainty, receipts, credentials, or evidence.

Keep assumptions explicit.

Suggested prompts

审查这个界面

截图做 UX 评审

audit this UI screenshot

Use of script and resources

Use the bundled script when it helps the user produce a structured file, manifest, CSV, or first-pass draft. Use the resource file as the default schema, checklist, or preset when the user does not provide one.

Boundaries

This skill supports planning, structuring, and first-pass artifacts.

It should not claim that files were modified, messages were sent, or legal/financial decisions were finalized unless the user actually performed those actions.

Compatibility notes

Directory-based AgentSkills/OpenClaw skill.

Runtime dependency declared through metadata.openclaw.requires.

Helper script is local and auditable: scripts/generate_issue_log.py.

Bundled resource is local and referenced by the instructions: resources/heuristics-checklist.md.