ppw:repo-to-paper

Installation
SKILL.md

Purpose

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.

Trigger

Activates when the user asks to:

  • Generate a paper structure, outline, or skeleton from a repository or codebase
  • Scan a project and create paper sections from experiment code or results
  • 从实验仓库/代码仓库生成论文大纲或论文结构

Example invocations:

Related skills
Installs
33
GitHub Stars
305
First Seen
Mar 23, 2026