ppw:de-ai

Detect and rewrite AI-generated patterns in English academic text.

38|3|Updated May 7, 2026
One-click install
npx skills add https://github.com/Chanw-research/claude-code-paper-writing --skill ppw-de-ai-chanw-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ppw:de-ai
Source: https://github.com/Chanw-research/claude-code-paper-writing/tree/main/skills/writing-polish/paper-polish-workflow/.claude/skills/ppw-de-ai
Command: npx skills add https://github.com/Chanw-research/claude-code-paper-writing --skill ppw-de-ai-chanw-research

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill detects and rewrites AI-generated patterns in English academic text, helping researchers produce natural-sounding writing that preserves meaning.

Core Features & Use Cases

  • Detects AI-generated patterns across vocabulary, claims, and transitions.
  • Performs batch rewrites with explainable results and risk tagging.
  • Accepts file or pasted text and outputs a detection report, rewritten text, and optional bilingual display.

Quick Start

Feed an English manuscript to detect AI traces and execute the two-phase rewrite workflow.

Frequently Asked Questions about ppw:de-ai

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect and rewrite AI-generated patterns in an English academic manuscript?▼

To detect and rewrite AI-generated patterns in an academic manuscript, feed the English text into the workflow to generate a detection report and execute a two-phase targeted rewrite that preserves the original meaning while producing natural-sounding output.

What is the best way to remove AI traces from methods and results sections?▼

The best way to remove AI traces from methods and results sections is applying stage-wise detection across vocabulary, claims, and transitions, followed by a targeted rewrite that produces risk-tagged, natural-sounding text while preserving scientific meaning.

Does the AI trace detection workflow support pasted text and bilingual output?▼

Yes, the AI trace detection workflow accepts both pasted text and file uploads, processing the input to generate a detection report, rewritten English text, and an optional bilingual display for reference.

Can I get a risk tagging report for AI detection in my English paper?▼

Yes, you can get a risk tagging report for AI detection by processing your English paper through the workflow, which identifies AI-generated patterns and provides explainable results alongside the rewritten manuscript sections.

How does the two-phase rewrite workflow improve English academic writing?▼

The two-phase rewrite workflow improves English academic writing by applying a core anti-AI patterns dataset and expression-pattern guidance to systematically eliminate AI traces across manuscript drafts, yielding natural-sounding text that retains the original meaning.

What are the limitations when rewriting AI traces in abstracts and discussions?▼

When rewriting AI traces in abstracts and discussions, the process requires a core anti-AI patterns dataset and expression-pattern guidance to execute phased rewrites, meaning incomplete input data may limit the natural-sounding quality of the final manuscript output.