An intelligent academic rewriting tool designed to systematically reduce similarity scores in PaperPass plagiarism reports.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install paperpass-de-duplication
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install paperpass-de-duplication using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is PaperPass De-duplication?
The PaperPass De-duplication skill is a specialized AI agent tool within the Openclaw Skills ecosystem designed for students and researchers. It focuses on transforming high-similarity academic text into original content while strictly maintaining academic rigor and technical accuracy. Unlike general paraphrasers, this skill specifically understands the structure of PaperPass reports, including similarity percentages and color-coded risk levels.
By analyzing the provided report—whether in PDF or raw text format—the skill identifies problematic sections and applies tiered rewriting strategies. It serves as a bridge between high-similarity drafts and submission-ready academic papers, ensuring that the core research findings remain intact while the linguistic expression is unique.
PaperPass De-duplication Use Cases
- Reducing high plagiarism scores in academic theses or journal submissions.
- Rewriting paragraphs flagged with yellow (40-60%) or red (60%+) risk levels in PaperPass.
- Restructuring literature reviews that rely too heavily on specific source texts.
- Converting passive voice or repetitive sentence structures into diverse academic prose.
How PaperPass De-duplication Works
- Report Analysis: The skill parses the PaperPass report to extract paragraphs containing similarity markers (e.g., "Similarity XX%") and sorts them by risk level.
- Strategy Selection: Based on the similarity percentage, the AI selects a strategy ranging from simple synonym replacement (low risk) to full structural reconstruction (high risk).
- Intelligent Rewriting: The agent executes the rewrite while preserving core technical terminology and academic context.
- Comparison Output: It generates a detailed side-by-side comparison of the original and rewritten text, including an estimated new similarity score.
- Summary & Advice: Finally, it provides an overall summary of the changes made and suggests further manual adjustments if necessary.
PaperPass De-duplication Setup
To integrate this skill into your workflow, ensure you have the Openclaw Skills environment configured. Install the skill via your preferred CLI:
# Install the PaperPass de-duplication skill
openclaw install paperpass-de-duplication
# Run the skill by providing your report
openclaw run paperpass-de-duplication --file report.pdf
PaperPass De-duplication Data Schema & Taxonomy
The skill organizes processed data into a structured format for easy review:
| Feature | Description |
|---|---|
| Similarity Thresholds | Categorized into Low (<40%), Medium (40-60%), and High (>60%). |
| Rewrite Mapping | A dictionary-like structure mapping original paragraphs to their new versions. |
| Metadata | Includes platform origin (PaperPass) and language (Chinese Academic). |
| Strategy Log | Records whether synonym replacement, sentence restructuring, or semantic expansion was used. |
PaperPass De-duplication Advanced Features
- Tiered Rewriting Logic: Automatically applies different intensities of paraphrasing based on the severity of the plagiarism flag.
- Academic Consistency Guard: Ensures that professional terminology (e.g., medical or technical terms) remains unchanged to prevent loss of meaning.
- Multi-Source Synthesis: For extremely high-similarity sections (90%+), the skill can integrate multiple perspectives to rebuild the logic from scratch.
- Seamless Integration: Designed to work alongside other Openclaw Skills like humanizer-academic-zh for comprehensive paper refinement.
SKILL.md
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