WRITING · Copy & Docs
Polish Academic English Prose While Preserving LaTeX Macros with Fabric
Standard LLM rewrites often break `\cite{}` keys, alter math notation or inject flowery adjectives. Use Fabric's `improve_academic_writing` pattern for surgical IEEE/ACM/Nature-style LaTeX polishing.
CORE TOOLS
Fabric (Open Source), Claude 3.7 / DeepSeek
BEST FOR
Academic authors, PhD students, postdoctoral researchers
REQUIREMENTS
LaTeX manuscript snippet; Claude or DeepSeek
✦ WHY THIS WORKFLOW
Commercial editing services charge hundreds of dollars per paper. Combining strict LaTeX token preservation with an anti-LLM-cliché blacklist delivers publication-grade prose in seconds.
✦
Interactive Workflow Animation Preview
Step-by-Step Action Checklist
0 / 4 Completed
READY-TO-USE PROMPT TEMPLATE
Apply the `danielmiessler/fabric` **improve_academic_writing** pattern to polish the **LaTeX source** below for a top-tier venue (IEEE/ACM/Nature):
[Paste LaTeX paragraph]
Strict rules:
1) **Zero LaTeX Corruption**: Keep every `\cite{}`, `\ref{}`, `\textbf{}` and `$math$` expression 100% intact;
2) **Ban LLM Clichés**: Never use words like `delve, pivotal, tapestry, testament, realm, underscore`;
3) **Surgical Academic Clarity**: Fix awkward phrasing, weak verbs, article errors and tense inconsistency without inflating length;
4) **Output**: Provide the clean `.tex` code block first, followed by a bulleted summary of key edits.