ClawHub

screenshot-ux-auditor

v1.0.0

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

⭐ 0· 227·0 current·0 all-time
byvx：17605205782@52yuanchangxing

Install

OpenClaw Prompt Flow

Install with OpenClaw

Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for 52yuanchangxing/screenshot-ux-auditor.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "screenshot-ux-auditor" (52yuanchangxing/screenshot-ux-auditor) from ClawHub.
Skill page: https://clawhub.ai/52yuanchangxing/screenshot-ux-auditor
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Required binaries: python3
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

Bare skill slug

openclaw skills install screenshot-ux-auditor

ClawHub CLI

Package manager switcher

npx clawhub@latest install screenshot-ux-auditor
Security Scan
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Benign
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OpenClawOpenClaw
Benign
high confidence
✓
Purpose & Capability
Name/description match the files and behavior. Declared runtime need (python3) is justified by the included script and there are no unexpected binaries, services, or credentials requested.
✓
Instruction Scope
SKILL.md limits actions to analyzing user-provided screenshots, applying a local heuristics checklist, and optionally running a local script to produce CSV/Markdown. It does not instruct reading unrelated system files, fetching remote payloads, or exfiltrating data.
✓
Install Mechanism
No install spec; skill is instruction-only with a small auditable helper script bundled. No downloads, remote installers, or obscure package pulls are present.
✓
Credentials
No environment variables, credentials, or configuration paths are required. The bundled script operates on explicit user-supplied JSON and writes a CSV to the local working directory.
✓
Persistence & Privilege
Skill is not always-enabled and does not request elevated or persistent privileges or modify other skills. Autonomous invocation is allowed by platform default but the skill itself is not privileged.
Assessment
This skill appears internally consistent and low-risk: it only uses a small local Python script and a local heuristics file. Before running, confirm that the screenshots you provide don't contain sensitive personal data or credentials (the skill will process what you give it). If you want extra assurance, inspect scripts/generate_issue_log.py yourself — it only reads a JSON file and writes a CSV. Ensure python3 is available and review any generated CSV/Markdown before sharing externally. Note: like all skills, it can be invoked by an agent — if you restrict autonomous runs, keep the skill user-invocable only.

Like a lobster shell, security has layers — review code before you run it.

Runtime requirements

🧰 Clawdis
Binspython3
latestvk971shxae99h3nne3wgn7y5n6x82vgw9
227downloads
0stars
1versions
Updated 1mo ago
v1.0.0
MIT-0
vx：17605205782@52yuanchangxing
latest
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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.

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