2026 07 12

---
title: bingyunjiang/more-paper-workflow-pro-skill
category: daily-digests/2026-07-12
tech_stack:
- Python
- Claude Code
- Codex
- Hermes
- OpenClaw
- Zotero
- MCP (Model Context Protocol)
- Markdown
- JSON
- YAML
- Bash/Shell
- PDF processing libraries
- Web scraping (CDP/Playwright)
quality_score: 9
rag_relevance: 6
tags:
- academic workflow
- literature management
- citation auditing
- Zotero integration
- evidence-based writing
source: https://github.com/bingyunjiang/more-paper-workflow-pro-skill
discovered_at: '2026-07-11T23:53:49Z'
evaluated_by: mistral-small-latest
---

## Summary
A structured, evidence-centered workflow for academic paper writing in Chinese/English, covering topic definition, literature retrieval, PDF download routing, Zotero management, writing, citation auditing, and polishing. It emphasizes real literature over model memory, ensuring traceable and verifiable citations.

## Key Features
- 8-step transparent workflow for academic paper writing with clear input/output boundaries and failure recovery points
- Direct PDF reading for citation accuracy, minimizing reliance on RAG hallucinations
- Zotero integration for managing PDFs, BibTeX, and literature evidence with traceability
- Multi-source literature retrieval with scoring, saturation analysis, and quality control checks
- Modular direct-entry support for skipping steps if prior artifacts (e.g., DOIs, drafts) are available

## Why It Matters for RAG Builders
It provides a rigorous, evidence-first framework for AI-assisted academic writing, reducing hallucinations in citations and ensuring traceable, verifiable research outputs.

## Tech Stack Deep Dive
### Python
Automated review identified **Python** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Claude Code
Automated review identified **Claude Code** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Codex
Automated review identified **Codex** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Hermes
Automated review identified **Hermes** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### OpenClaw
Automated review identified **OpenClaw** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Zotero
Automated review identified **Zotero** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### MCP (Model Context Protocol)
Automated review identified **MCP (Model Context Protocol)** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Markdown
Automated review identified **Markdown** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### JSON
Automated review identified **JSON** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### YAML
Automated review identified **YAML** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Bash/Shell
Automated review identified **Bash/Shell** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### PDF processing libraries
Automated review identified **PDF processing libraries** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Web scraping (CDP/Playwright)
Automated review identified **Web scraping (CDP/Playwright)** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.



## Installation
```bash
# Install instruction (default)
pip install -r requirements.txt
```

## Related Vault Entries
<!-- Auto-populated by build-index.js based on tech_stack overlap -->