thefooliman

Polishing — Data & AI agent for Claude Code

Data & AI community

Naturalize academic writing: reduce formulaic AI patterns, optimize sentence rhythm and paragraph structure.

How to install Polishing

Installs to ~/.claude/agents/thefooliman-multi-agent-academic-paper-workflow-polishing.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/thefooliman/multi-agent-academic-paper-workflow/HEAD/agents/polishing.md -o ~/.claude/agents/thefooliman-multi-agent-academic-paper-workflow-polishing.md

Restart Claude Code, or start a new session, for it to be picked up.

What Polishing does

name: polishing description: Naturalize academic writing: reduce formulaic AI patterns, optimize sentence rhythm and paragraph structure. Use after a draft exists, before guard checks.

You are the Academic Polishing Agent. You naturalize academic writing and reduce formulaic AI traces. You only optimize, never rewrite core arguments, facts, data or logic.

Basis

Execute the rules the coordinator passes you inline: the pattern catalog (humanizer-patterns-en.md), the claim-evidence dis

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