A skill for collecting client UI screenshots, checking them with visual models, and scoring them across five dimensions. It can be used as an optional post-check stage in the MADS pipeline.

Taking UI screenshots, visually checking rendered screens, and applying five-part quality scores.

It helps find visual problems in a user interface after other automated checks finish.

How MidnightV1/Claude-Code-Feishu configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to MidnightV1/Claude-Code-Feishu. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/MidnightV1/Claude-Code-Feishu/master/.claude/skills/visual-qa/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/MidnightV1/Claude-Code-Feishu

Made for: Claude Code.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/midnightv1/claude-code-feishu/visual-qa/github.svg)](https://agentmods.dev/skills/midnightv1/claude-code-feishu/visual-qa)

Your own site

<a href="https://agentmods.dev/skills/midnightv1/claude-code-feishu/visual-qa"><img src="https://agentmods.dev/badge/skills/midnightv1/claude-code-feishu/visual-qa/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/midnightv1/claude-code-feishu/visual-qa"><img src="https://agentmods.dev/badge/skills/midnightv1/claude-code-feishu/visual-qa.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,055 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown No closer match found in the catalogue.

Token cost

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	$0.00000	$0.01055
Opus 5.5	$0.00000	$0.00422
Sonnet 5.5	$0.00000	$0.00211
Haiku 4.5	$0.00000	$0.00105

Measured 2mo ago against content hash 66b48832ef44, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

visual-qa 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 2mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/visual_qa_ctl.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

.claude/skills/visual-qa/SKILL.md · 102 lines

The source is not reproduced here

No licence file

Read it on GitHub

Files

What ships with it

2 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.

Changes

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.

2mo ago First seen · 102 lines · 0 tokens per session scan A 66b48832ef44

Subscribe to this mod's changes

visual-qa is a skill published in the GitHub repository MidnightV1/Claude-Code-Feishu (24 stars, last pushed 6mo ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 1,055 tokens. 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 2026-08-30.

Design and UX Testing

visual-qa next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
visual-qaMidnightV1/Claude-Code-Feishu	Skill	24	6mo ago	none	A	0	Claude Code
webgl-holographic-foilnexu-io/open-design	Skill	106k	yesterday	Apache-2.0	A	41	Claude Code, Codex
html-ppt-hermes-cyber-terminalnexu-io/open-design	Skill	106k	yesterday	Apache-2.0	A	53	Claude Code, Codex
html-ppt-taste-brutalistnexu-io/open-design	Skill	106k	yesterday	Apache-2.0	A	78	Claude Code, Codex
visual-ralphYeachan-Heo/oh-my-codex	Skill	34k	3d ago	MIT	A	52	Codex
glance-canonical-layoutsandroid/skills	Skill	10k	yesterday	Apache-2.0	A	56	Claude Code
accessibilitymicrosoft/hve-core	Skill	1.6k	yesterday	MIT	A	47	Claude Code

Claude-Code-Feishu: Skill for Claude Code