PaperForge

English | 简体中文

PaperForge is a bilingual repository for AI research writing, reusable agent-native prompt workflows, and paper-to-patent drafting. The project organizes prompt templates, SKILL.md packs, writing guides, and visual assets into a structure designed for browsing, reuse, and extension.

Scope

Area	Contents
Research Writing	Translation, rewriting, polishing, logic checking, experiment analysis, reviewer-style auditing
Agent Reuse	SKILL.md packages for Codex, Claude Code, and Cursor
Patent Drafting	Technical problem extraction, solution framing, implementation writing, and claim-seed drafting

Repository Structure

PaperForge
├─ assets/                        # Banner, maps, and visual diagrams
├─ docs/                          # Guides and structure docs
├─ prompts/                       # Standalone prompt templates
│  ├─ 01-translation/
│  ├─ 02-revision/
│  ├─ 03-analysis/
│  ├─ 04-visuals/
│  ├─ 05-strategy/
│  └─ 06-patent/
├─ skills/                        # Reusable SKILL.md packs for agents
├─ images/                        # Supporting images and screenshots
├─ README.md
└─ README.zh-CN.md

Entry Points

Prompt Library

prompts/README.md

• translation between Chinese and English
• academic rewriting and polishing
• logic review and de-AI rewriting
• experiment analysis and reviewer-style auditing
• figure, table, and architecture-diagram writing
• paper-to-patent drafting

Skill Packs

skills/README.md

Tool	Directory
Codex	~/.codex/skills/<skill-name>/SKILL.md
Claude Code	.claude/skills/<skill-name>/SKILL.md
Cursor	.cursor/skills/<skill-name>/SKILL.md or a compatible skills directory

Documentation

1. docs/knowledge-base.md
2. docs/skill-adoption.md
3. docs/paper-to-patent-guide.md
4. docs/structure-tree.md

Prompt Index

Category	Module	File
Translation	Chinese to English	prompts/01-translation/zh-to-en.md
Translation	English to Chinese	prompts/01-translation/en-to-zh.md
Translation	Chinese to academic Chinese	prompts/02-revision/zh-to-zh-academic-rewrite.md
Revision	Shorten	prompts/02-revision/shorten.md
Revision	Expand	prompts/02-revision/expand.md
Revision	English polish	prompts/02-revision/english-polish.md
Revision	Chinese polish	prompts/02-revision/chinese-polish.md
Revision	Logic check	prompts/02-revision/logic-check.md
Revision	De-AI (LaTeX English)	prompts/02-revision/de-ai-latex.md
Revision	De-AI (Word Chinese)	prompts/02-revision/de-ai-word.md
Analysis	Experiment analysis	prompts/03-analysis/experiment-analysis.md
Analysis	Reviewer audit	prompts/03-analysis/reviewer-audit.md
Visuals	Paper architecture diagram	prompts/04-visuals/paper-architecture-diagram.md
Visuals	Figure recommendation	prompts/04-visuals/experiment-figure-recommendation.md
Visuals	Figure caption	prompts/04-visuals/figure-caption.md
Visuals	Table caption	prompts/04-visuals/table-caption.md
Strategy	Model selection	prompts/05-strategy/model-selection.md
Patent	Paper to patent	prompts/06-patent/paper-to-patent.md

Skill Index

Skill	Purpose	File
paper-zh-to-en	Convert Chinese research drafts into English LaTeX	skills/paper-zh-to-en/SKILL.md
paper-en-to-zh	Directly translate English paper text into Chinese	skills/paper-en-to-zh/SKILL.md
paper-zh-rewrite	Rewrite rough Chinese notes into academic Chinese prose	skills/paper-zh-rewrite/SKILL.md
paper-shorten	Compress English paper text with minimal semantic loss	skills/paper-shorten/SKILL.md
paper-expand	Expand sparse English academic text with stronger logic	skills/paper-expand/SKILL.md
paper-polish-en	Deep polish for English paper writing	skills/paper-polish-en/SKILL.md
paper-polish-zh	Formal polish for Chinese paper writing	skills/paper-polish-zh/SKILL.md
paper-logic-check	Audit logical gaps and evidence chains	skills/paper-logic-check/SKILL.md
paper-humanize-latex	Remove obvious AI traces from English LaTeX	skills/paper-humanize-latex/SKILL.md
paper-humanize-word	Remove obvious AI traces from Chinese Word prose	skills/paper-humanize-word/SKILL.md
paper-experiment-analysis	Turn result tables into paper-ready analysis text	skills/paper-experiment-analysis/SKILL.md
paper-reviewer-audit	Review a paper like a conference reviewer	skills/paper-reviewer-audit/SKILL.md
paper-to-patent	Turn paper content into patent-oriented technical writing	skills/paper-to-patent/SKILL.md

Paper-to-Patent Module

In a Paper	In Patent-Oriented Writing
Research problem	Technical problem
Contribution	Technical solution
Method modules	Device units or method steps
Algorithm flow	Implementation procedure
Experimental outcome	Technical effect
Comparative analysis	Support for scope and utility

Direct prompt entry: prompts/06-patent/paper-to-patent.md

Reusable skill entry: skills/paper-to-patent/SKILL.md