nature-paper-to-patent

Convert research papers and technical materials into evidence-grounded Chinese invention patent drafts.

2|Updated Jun 18, 2026
One-click install
npx skills add https://github.com/AlexenderSokolov/deepscientist-lite-codex-plugin --skill nature-paper-to-patent-alexendersokolov
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: nature-paper-to-patent
Source: https://github.com/AlexenderSokolov/deepscientist-lite-codex-plugin/tree/main/plugins/deepscientist-lite-academic/skills/nature-paper-to-patent
Command: npx skills add https://github.com/AlexenderSokolov/deepscientist-lite-codex-plugin --skill nature-paper-to-patent-alexendersokolov

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires latex2mathml, mammoth, matplotlib, Pillow, pypdf, python-docx, python-pptx, and includes scripts (resource) and references (resource) components.

What problem does it solve? Turning a research paper, thesis, or codebase into a Chinese invention patent application is slow and error-prone: claim features lose traceability to source evidence, formulas get mangled in Word, and unsupported features slip into formal claims. This Skill enforces an evidence-ledger workflow so every claim feature maps back to a source ID before drafting. ## Core Features & Use Cases - Evidence-constrained drafting: Builds stable source IDs (paper text, equations, figures, code) and an evidence ledger, excluding unsupported features from formal claims. - Full patent package generation: Produces claims, specification, abstract, abstract figure, and a review draft as separate DOCX files with native editable Office Math equations and black-and-white flowcharts (SVG/PNG). - Technical disclosure mode: Mines patent points from project documents and code, runs CNIPA-oriented prior-art search paths, and generates timestamped Chinese technical disclosure (技术交底书) in Markdown and Word with Mermaid diagrams. - Use Case: Given a PDF paper on a defect-detection model, generate a complete Chinese patent draft where every claim feature traces to a page or equation, formulas render as editable Word equations, and validation scripts flag structural claim errors before delivery. ## Quick Start Convert the attached paper PDF into a Chinese invention patent disclosure and claim draft with evidence mapping for each claim feature.

Frequently Asked Questions about nature-paper-to-patent

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

FAQPage Schema
How do I convert a research paper into a Chinese patent draft?▼

Provide the paper PDF plus any code, figures, or inventor notes, and specify the protection target such as method, system, or device. The workflow builds a source map and evidence ledger first, then drafts claims, specification, abstract, and figures as separate DOCX files.

How are patent claims checked for errors before delivery?▼

A deterministic audit script checks claim numbering, dependency references, antecedent basis, placeholder markers, and promotional wording, reporting ERROR and WARNING findings. Drafts with unresolved ERROR findings fail validation and cannot be packaged.

Can it handle scanned PDFs or unclear formulas?▼

Yes, a scanned-pdf source mode flags OCR-uncertain blocks and marks unclear formula symbols as needs-confirmation instead of guessing. Unsupported features are excluded from formal claims and listed as inventor questions.

Does it generate editable equations in Word documents?▼

Yes, LaTeX equation sources are converted to native Office Math (OMML) via latex2mathml, so formulas in the specification DOCX are editable in Word. Plain LaTeX strings are not used as the visible formula.

What are the limitations of automated patent drafting?▼

The output is a drafting aid for inventor and patent-professional review, not a patentability opinion, infringement opinion, or filing guarantee. It never infers inventorship, ownership, publication dates, or prior-art conclusions, and features without evidence are marked as gaps.