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文献综述
PP
ppw:repo-to-paper
维护者 Lylll9436 · 最近更新 2026年4月1日
Scan an experiment repo and generate a complete paper outline (H1/H2/H3) with user approval checkpoints at each level, then generate body text with evidence annotations, citations, and bilingual output. Python ML repos. 扫描实验仓库，逐级生成论文大纲（H1/H2/H3），每级用户确认后推进， 然后生成带证据标注、引用和双语输出的正文文本。
原始来源
Lylll9436/Paper-Polish-Workflow-skill
https://github.com/Lylll9436/Paper-Polish-Workflow-skill/tree/main/skills/ppw-repo-to-paper
- 维护者
- Lylll9436
- 许可
- See upstream repo
- 最近更新
- 2026年4月1日
技能摘要
来自 SKILL.md 的关键信息
核心说明
- This Skill scans Python ML experiment repository 、 generates hierarchical paper outline (H1/H2/H3) ，支持 user approval checkpoints at each heading level. It serves researchers who have completed experiments 、 need to structure findings into academic paper. scan categorizes repo files ，使用 patterns ，面向 references/repo-patterns.md，then progressively generates headings ，面向 coarse (sections) to fine (sub-subsections)，，支持 user confirming 或 modifying each level before proceeding. After H2 confirmation，Skill automatically collects academic references ，通过 Semantic Scholar MCP 、 saves them as per-section ref files ，用于 downstream body generation。
- Establish the urban heat island prediction problem and contribution. > [Chinese] 阐述城市热岛预测问题及本研究贡献。
原始文档
SKILL.md 摘录
Modes
| Mode | Default | Behavior |
|---|---|---|
guided | Yes | Full 5-step workflow with confirmation at each heading level and section-by-section body generation |
direct | Not supported -- outline generation inherently requires user validation at each level | |
batch | Not supported -- each repo requires unique analysis |
Default mode: guided. The layered confirmation design is central to this Skill.
Required (always loaded)
| File | Purpose |
|---|---|
references/repo-patterns.md | File categorization patterns and section mapping rules |
references/bilingual-output.md | Bilingual output format (Skill is bilingual-eligible) |
references/body-generation-rules.md | Anti-hallucination rules, citation integration, bilingual format, references.bib algorithm |
references/journals/ceus.md | CEUS journal formatting contract (writing style, section guidance) |
Leaf Hints
None. All reference files are in required because Step 5 body generation always needs CEUS formatting.
适用场景
- Use ppw：repo-to-paper ，用于 manuscript drafting 、 submission workflows。
- Apply ppw：repo-to-paper when polishing research communication outputs。
不适用场景
- Do not treat this catalog entry as substitute ，用于 full upstream workflow。
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