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Automation
Skill

/proofread

Run the proofreading protocol on academic writing — papers or manuscripts. Checks grammar, typos, layout issues, consistency, and academic writing quality. Produces a report without editing files. Make sure to use this skill whenever the user wants surface-level writing errors

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

Context preview

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

Run the proofreading protocol on academic writing — papers or manuscripts. Checks grammar, typos, layout issues, consistency, and academic writing quality. Produces a report without editing files. Make sure to use this skill whenever the user wants surface-level writing errors

SKILL.md

proofread.SKILL.md
name: proofread
description: >-
  Run the proofreading protocol on academic writing — papers or manuscripts. Checks grammar, typos, layout issues, consistency, and academic writing quality. Produces a report without editing files. Make sure to use this skill whenever the user wants surface-level writing errors found — not substantive academic critique. Triggers include: "proofread", "check for typos", "grammar check", "look for errors in my draft", "proofread all", "polish this", "check my writing", "are there any mistakes", "proofread before I send this", or when the user wants a clean-up pass rather than feedback on arguments or methods.
argument-hint: "[filename, 'all', or path to manuscript]"
allowed-tools: ["Read", "Grep", "Glob", "Write", "Task", "AskUserQuestion"]

Proofread Academic Writing

Run the mandatory proofreading protocol on papers or manuscripts. Produces a report of all issues WITHOUT editing any source files.

Steps

1. **Identify files to review:**

  • If `$ARGUMENTS` is a specific filename: review that file only
  • If `$ARGUMENTS` is `all`: review all files in `manuscripts/` and `Quarto/` (if it exists)
  • If `$ARGUMENTS` is a file in `manuscripts/`: treat as manuscript (not slides)
  • If `$ARGUMENTS` is empty or ambiguous and multiple files exist, use AskUserQuestion:
  • header: "Files"
  • question: "Which files should I proofread?"
  • multiSelect: true
  • options: list up to 4 found files (label: filename, description: directory and file type). User can select multiple or choose "Other" to specify a path.

2. **For each file, launch the proofreader agent** that checks for:

**GRAMMAR:** Subject-verb agreement, articles (a/an/the), prepositions, tense consistency **TYPOS:** Misspellings, search-and-replace artifacts, duplicated words **LAYOUT ISSUES:** Overfull hbox (LaTeX slides/manuscripts), content exceeding slide boundaries (Quarto), table/column overflow in manuscripts **CONSISTENCY:** Citation format, notation, terminology, variable names matching table column names **ACADEMIC QUALITY:** Informal language, missing words, awkward constructions

3. **Produce a detailed report** for each file listing every finding with:

  • Location (line number or section heading)
  • Current text (what's wrong)
  • Proposed fix (what it should be)
  • Category and severity

4. **Save each report** to `quality_reports/`:

  • For `.tex` slide files: `quality_reports/FILENAME_report.md`
  • For `.qmd` slide files: `quality_reports/FILENAME_qmd_report.md`
  • For manuscript files: `quality_reports/FILENAME_proofread.md`

5. **IMPORTANT: Do NOT edit any source files.** Only produce the report. Fixes are applied separately after user review (see `rules/proofreading-protocol.md`).

6. **Present summary** to the user:

  • Total issues found per file
  • Breakdown by category
  • Most critical issues highlighted
Read more
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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