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.