skills/15-Felpix-Studios-social-science-research/skills/proofread/SKILL.md
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.
npx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research proofreadInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Run the mandatory proofreading protocol on papers or manuscripts. Produces a report of all issues WITHOUT editing any source files.
Identify files to review:
$ARGUMENTS is a specific filename: review that file only$ARGUMENTS is all: review all files in manuscripts/ and Quarto/ (if it exists)$ARGUMENTS is a file in manuscripts/: treat as manuscript (not slides)$ARGUMENTS is empty or ambiguous and multiple files exist, use AskUserQuestion:
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
Produce a detailed report for each file listing every finding with:
Save each report to quality_reports/:
.tex slide files: quality_reports/FILENAME_report.md.qmd slide files: quality_reports/FILENAME_qmd_report.mdquality_reports/FILENAME_proofread.mdIMPORTANT: Do NOT edit any source files.
Only produce the report. Fixes are applied separately after user review (see rules/proofreading-protocol.md).
Present summary to the user:
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Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".
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Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".