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Automation
Skill

/visual-audit

Perform adversarial visual audit of Quarto or Beamer slides checking for overflow, font consistency, box fatigue, and layout issues.

From plugin
auto-empirical-research-skills
3.3k200 skills146 agents
Install
$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill visual-audit --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/visual-audit

Context preview

The summary Claude sees to decide when to auto-load this skill.

Perform adversarial visual audit of Quarto or Beamer slides checking for overflow, font consistency, box fatigue, and layout issues.

SKILL.md

visual-audit.SKILL.md
name: visual-audit
description: Perform adversarial visual audit of Quarto or Beamer slides checking for overflow, font consistency, box fatigue, and layout issues.
argument-hint: "[QMD or TEX filename]"
allowed-tools: ["Read", "Grep", "Glob", "Write", "Task"]

Visual Audit of Slide Deck

Perform a thorough visual layout audit of a slide deck.

Steps

1. **Read the slide file** specified in `$ARGUMENTS`

2. **For Quarto (.qmd) files:**

  • Render with `quarto render Quarto/$ARGUMENTS`
  • Open in browser to inspect each slide

3. **For Beamer (.tex) files:**

  • Compile and check for overfull hbox warnings

4. **Audit every slide for:**

**OVERFLOW:** Content exceeding slide boundaries **FONT CONSISTENCY:** Inline font-size overrides, inconsistent sizes **BOX FATIGUE:** 2+ colored boxes on one slide, wrong box types **SPACING:** Missing negative margins, missing fig-align **LAYOUT:** Missing transitions, missing framing sentences, semantic colors

5. **Produce a report** organized by slide with severity and recommendations

6. **Follow the spacing-first principle:** 1. Reduce vertical spacing with negative margins 2. Consolidate lists 3. Move displayed equations inline 4. Reduce image/SVG size 5. Last resort: font size reduction (never below 0.85em)

Ships withauto-empirical-research-skills

📌 文档结构(2026-07-22 起): 本文件是中文默认入口 —— banner + badges + 信任面 + 9 阶段流水线速览 + 76 行合集总表。 每个合集的完整描述、按用途分组、精确数字、验证方法在 docs/CONTENT_ZH.md(扩展正文,总表行内的 → 直接跳转到对应锚点)。 English version: README-en.md · 中文扩展正文:docs/CONTENT_ZH.md · README-zh-CN.md 已弃用(重定向占位) 🌐 语言: English |

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