auto-paper

Automate academic manuscript drafting with phase-based pipelines and audit hooks.

11|4|Updated Nov 25, 2025
One-click install
npx skills add https://github.com/u9401066/med-paper-assistant --skill auto-paper
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: auto-paper
Source: https://github.com/u9401066/med-paper-assistant/tree/main/.claude/skills/auto-paper
Command: npx skills add https://github.com/u9401066/med-paper-assistant --skill auto-paper

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

全自動論文撰寫 + 閉环自我改進系統。 This skill automates end-to-end paper drafting with a closed-loop self-improvement system that ensures auditable, decomposable, and reconfigurable workflows for medical manuscripts.

Core Features & Use Cases

  • End-to-end autonomous manuscript drafting with multi-layer audit hooks and meta-learning-based self-improvement.
  • Phase-driven workflow covering planning, writing, auditing, recovery, and continuous improvement.
  • Asset and artifact management including manuscript plans, audit trails, and versioned drafts to maintain traceability.
  • Real-world use: from literature search through drafting to submission-ready documents with automated quality checks.

Quick Start

Load this skill to begin an autonomous, audit-driven paper drafting workflow that writes, reviews, and improves your manuscript from start to finish.

Frequently Asked Questions about auto-paper

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate medical manuscript drafting from literature search to submission?▼

Autonomous paper drafting automates end-to-end medical manuscript writing by executing a phase-driven workflow covering literature search, concept development, drafting, and automated auditing to generate submission-ready documents.

What is meta-learning-driven self-improvement in academic paper writing?▼

Meta-learning-driven self-improvement in academic paper writing applies agent-driven mechanisms to analyze multi-layer audit trails and versioned drafts, continuously refining the autonomous drafting workflow for better manuscript quality.

How does an audit hook workflow ensure quality in research paper drafting?▼

An audit hook workflow ensures quality in research paper drafting by embedding multi-layer automated checks across structured phase-based pipelines, maintaining traceability through audit trails and versioned asset generation.

Can I use autonomous writing for medical manuscripts with structured recovery pipelines?▼

Yes, autonomous writing supports medical manuscripts with structured phase-based pipelines that include recovery mechanisms, multi-layer audit hooks, and artifact management to maintain manuscript traceability.

What are the limitations of end-to-end autonomous academic paper drafting?▼

End-to-end autonomous academic paper drafting relies on agent-driven workflows and structured pipelines, meaning complex medical manuscripts may require manual oversight during concept development and multi-layer auditing phases.

Does auto-paper handle literature review and manuscript planning in one workflow?▼

Auto-paper handles literature review and manuscript planning within a single phase-driven workflow, integrating concept development, drafting, auditing, and asset generation for autonomous academic manuscript projects.