paper-pipeline

Orchestrate a nine-skill pipeline from raw data to submission package.

8|Updated Mar 18, 2026
One-click install
npx skills add https://github.com/TerryFYL/ai-research-army --skill paper-pipeline
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-pipeline
Source: https://github.com/TerryFYL/ai-research-army/tree/main/skills/paper-pipeline
Command: npx skills add https://github.com/TerryFYL/ai-research-army --skill paper-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill orchestrates the full academic paper workflow from data to submission, reducing manual handoffs and ensuring consistent outputs through automated governance.

Core Features & Use Cases

  • End-to-end orchestration of 9 integrated skills (data-profiler, statistical-analysis, flow-diagram-generator, manuscript-drafter, academic-reference-inserter, journal-benchmarker, manuscript-reviewer, research-integrity-audit, submission-assembler, manuscript-to-word) to produce a complete manuscript, figures, tables, references, and submission package.
  • Automatic decision points at checkpoints with optional human intervention, safety gates, and progress tracking.
  • Flexible deployment: modular, reusable across data-rich research projects requiring data profiling, analysis, writing, and submission packaging.

Quick Start

Provide data file, research question, and target journal, then say start to trigger the full pipeline.

Frequently Asked Questions about paper-pipeline

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

FAQPage Schema
How do I automate academic writing from raw data to a submission package?

Automating academic writing from raw data to a submission package requires orchestrating a nine-skill pipeline. This workflow handles data profiling, statistical analysis, manuscript drafting, reference insertion, and integrity audits to generate a production-ready manuscript with figures and tables.

What is an end-to-end research workflow for data-driven papers?

An end-to-end research workflow for data-driven papers integrates data profiling, statistical analysis, and manuscript drafting into a single automated pipeline. It applies safety gates with integrity audits and progress tracking to deliver a complete submission bundle including references and figures.

Can I automate manuscript drafting and literature integration together?

Yes, you can automate manuscript drafting and literature integration together within a modular orchestration pipeline. This process automatically drafts the manuscript, inserts academic references, and generates flow diagrams, ensuring consistent outputs through automated governance and safety gates.

Does the paper pipeline work for data-driven research projects requiring data profiling?

The paper pipeline is designed specifically for data-driven research projects requiring data profiling. It orchestrates automated statistical analysis and manuscript generation, allowing flexible deployment across projects to reduce manual handoffs and ensure consistent submission-ready outputs.

What is the best way to generate a production-ready manuscript with figures and tables?

The best way to generate a production-ready manuscript with figures and tables is using an end-to-end automated pipeline. It orchestrates flow diagram generation, manuscript drafting, and submission assembly, applying integrity checks and benchmarking against target journals to ensure production readiness.

How do I trigger the full paper pipeline to assemble a submission bundle?

To trigger the full paper pipeline and assemble a submission bundle, provide your data file, research question, and target journal. This initiates the automated workflow, progressing through data profiling, manuscript drafting, and integrity audits to deliver the final submission package.