Paper Polisher Pro — AI Detector & Academic Polishing
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Description
AI-rate self-check for academic writing, polish guidance (style, terminology, translation-smell), metaphor audit, quality report, AIGC compliance label check (China 2025-09 labeling rules), paragraph-level attribution, journal precheck, plus `--batch DIR` for thesis-scale batch rewriting guidance (per-file AI-rate scores and polish suggestions across a whole directory). Bilingual CN/EN, 100% local, zero upload, zero credentials. v3 delivers a recalibrated multi-layer rule engine (11 core layers + discourse/smoothness heuristics) + token-spectrum layer + length-routed fusion + optional supervised Qwen3-0.6B ONNX layer (AUROC 1.0 on held-out test) + LLM fingerprint attribution (GLM / DeepSeek / Qwen / Kimi / MiniMax / GPT / Claude / Gemini) + freshness pipeline. Base-engine numbers reproduce from the bundled held-out evaluation; supervised-layer columns are author-side held-out measurements (the model itself is not bundled).
Install Paper Polisher Pro — AI Detector & Academic Polishing
Run this in your OpenClaw agent to add Paper Polisher Pro — AI Detector & Academic Polishing from the ClawHub registry.
openclaw skills install paper-polisher-proRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
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Frequently asked questions
Is Paper Polisher Pro — AI Detector & Academic Polishing safe to install?
Paper Polisher Pro — AI Detector & Academic Polishing has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does Paper Polisher Pro — AI Detector & Academic Polishing cost?
Paper Polisher Pro — AI Detector & Academic Polishing is free to install for OpenClaw via ClawHub.
What are the best alternatives to Paper Polisher Pro — AI Detector & Academic Polishing?
You can compare Paper Polisher Pro — AI Detector & Academic Polishing side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install Paper Polisher Pro — AI Detector & Academic Polishing?
Install Paper Polisher Pro — AI Detector & Academic Polishing from ClawHub at clawhub.ai/skills/paper-polisher-pro, or use the install action on this page to copy the command for your OpenClaw agent.
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