LiteratureScientific Writing & PublishingLylll9436/Paper-Polish-Workflow-skillLiterature Review

ppw:repo-to-paper

Maintainer Lylll9436 · Last updated April 1, 2026

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。.

Claude CodeDiscoveryReadingppw-repo-to-paperpaper-polishwritingsubmission

Original source

Lylll9436/Paper-Polish-Workflow-skill

https://github.com/Lylll9436/Paper-Polish-Workflow-skill/tree/main/skills/ppw-repo-to-paper

Maintainer: Lylll9436
License: See upstream repo
Last updated: April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

This Skill scans a Python ML experiment repository and generates a hierarchical paper outline (H1/H2/H3) with user approval checkpoints at each heading level. It serves researchers who have completed experiments and need to structure findings into an academic paper. The scan categorizes repo files using patterns from references/repo-patterns.md, then progressively generates headings from coarse (sections) to fine (sub-subsections), with the user confirming or modifying each level before proceeding. After H2 confirmation, the Skill automatically collects academic references via Semantic Scholar MCP and saves them as per-section ref files for 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。.

Source Doc

Excerpt From SKILL.md

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)