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academic-pipeline

Orchestrate academic research workflows from literature review to manuscript formatting.

Updated Jun 30, 2026
Search Tags:#orchestration#peer-review#research-workflow#integrity-check#paper-writing#academic-pipeline#academic-publication
One-click install
npx skills add https://github.com/my-wangmanyu/hermes --skill academic-pipeline-my-wangmanyu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: academic-pipeline
Source: https://github.com/my-wangmanyu/hermes/tree/main/.agents/skills/academic-pipeline
Command: npx skills add https://github.com/my-wangmanyu/hermes --skill academic-pipeline-my-wangmanyu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and scripts (resource) components.

What problem does it solve?

Academic paper writing is a fragmented, error-prone process where researchers must manually coordinate literature search, drafting, citation verification, peer review simulation, and formatting across disconnected tools. This Skill eliminates that fragmentation by providing a single coordinated pipeline that enforces quality gates and maintains state across all stages.

Core Features & Use Cases

  • 10-Stage Orchestrated Workflow: Seamlessly coordinates research, writing, integrity verification, peer review, revision, and finalization into a reproducible process with mandatory checkpoints.
  • Mandatory Integrity Gates: Blocks progression until all references, citations, and data claims are verified, catching ghost references, data distortions, and AI research failure modes before peer review.
  • Two-Stage Peer Review Simulation: Provides realistic review experiences with five reviewers plus a Devil's Advocate, followed by verification review and revision coaching.
  • Use Case: A graduate student can enter with just a research topic and exit with a submission-ready paper in LaTeX, DOCX, or PDF format, complete with verified citations, review reports, and a process documentation record.

Quick Start

Use the academic-pipeline skill to orchestrate your research paper from initial exploration through to final publication by guiding you through research, writing, integrity verification, peer review, and revision stages.

Frequently Asked Questions about academic-pipeline

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

FAQPage Schema
How do I automate the academic research workflow from literature review to publication-ready manuscript?▼

You can automate the academic research workflow using a coordinated pipeline that orchestrates literature search, paper drafting, integrity verification, peer review simulation, and formatting into a single 10-stage process with mandatory quality gates.

How does a simulated peer review process work for academic writing?▼

Simulated peer review works by running a two-stage evaluation featuring five reviewers and a Devil's Advocate, followed by verification review and revision coaching to improve manuscript quality before submission.

How can I check academic paper integrity and verify citations before submission?▼

You can check academic paper integrity using mandatory integrity gates that block workflow progression until all references, citations, and data claims are verified, preventing ghost references and data distortions.

Can I generate a research paper from just a topic and get it formatted in LaTeX or DOCX?▼

Yes, you can enter with just a research topic and the pipeline will output a submission-ready paper in LaTeX, DOCX, or PDF format, complete with verified citations and review reports.

What is the best way to coordinate multi-stage academic paper drafting without losing track of progress?▼

The best way to coordinate multi-stage academic paper drafting is using an orchestration pipeline with adaptive checkpoints and state tracking, ensuring reproducible paper quality across deep-research and writing stages.

Do I need separate tools for literature search, drafting, and peer review simulation?▼

No, you do not need separate tools for literature search, drafting, and peer review simulation; the coordinated pipeline eliminates fragmentation by managing all stages with built-in quality gates and process documentation.

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