academic-pipeline

Orchestrates a 10-stage research-to-publication workflow with mandatory citation integrity gates.

5|Updated May 17, 2026
One-click install
npx skills add https://github.com/s3644/academic-copilot-skills --skill academic-pipeline-s3644
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: academic-pipeline
Source: https://github.com/s3644/academic-copilot-skills/tree/main/.github/skills/academic-pipeline
Command: npx skills add https://github.com/s3644/academic-copilot-skills --skill academic-pipeline-s3644

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Writing a complete academic paper involves many disconnected steps — literature research, drafting, citation verification, peer review, and revision — and errors like fabricated references or unaddressed reviewer comments easily slip through when these steps are done ad hoc. ## Core Features & Use Cases - 10-Stage Orchestration: Coordinates deep-research, academic-paper, and academic-paper-reviewer skills through research, writing, integrity check, review, revision, re-verification, formatting, and summary stages. - Mandatory Integrity Gates: Verifies every citation via CrossRef, Semantic Scholar, PubMed, and arXiv APIs before and after revision, with VERIFIED / NOT_FOUND / MISMATCH verdicts. - Mid-Entry Paths: Start at any stage — review an existing paper, respond to reviewer comments, or just format a finished manuscript. - Use Case: A graduate student asks for a complete research paper; the pipeline runs literature research, drafts the manuscript, verifies all references, simulates a multi-reviewer panel, revises with a point-by-point response, and produces a formatted final paper with bilingual abstract. ## Quick Start Ask the assistant to run the full academic pipeline to take your research question all the way to a reviewed, verified, publication-ready paper.

Frequently Asked Questions about academic-pipeline

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

FAQPage Schema
How do I run a complete research-to-publication workflow with AI?▼

Invoke the pipeline with a request like 'I want to write a complete research paper.' It guides you through 10 stages — research, writing, integrity check, review, revision, re-verification, formatting, and summary — with a confirmation checkpoint at each stage.

How are citations verified in the academic pipeline?▼

Every reference is checked against CrossRef (by DOI), Semantic Scholar (by title), PubMed (by PMID), or arXiv APIs at two mandatory gates, Stages 2.5 and 4.5. Unverifiable references are flagged NOT_FOUND and must be removed or replaced.

Can I start the pipeline with an existing paper instead of from scratch?▼

Yes. Mid-entry paths let you start at Stage 2.5 to integrity-check and review an existing draft, at Stage 4 to respond to reviewer comments, or at Stage 5 to format a finished manuscript.

How many revision rounds does the pipeline allow?▼

A maximum of 2 revision rounds is enforced. After that, any unresolved reviewer items are documented as Acknowledged Limitations rather than endlessly iterated.

Does the academic pipeline support languages other than English?▼

Yes. It supports English and Traditional Chinese, and the formatting stage generates independently composed bilingual abstracts rather than direct translations.