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academic-pipeline

Orchestrate academic research workflows from exploration to publication-ready manuscripts.

Updated Mar 30, 2026
Search Tags:#audit#orchestration#pipeline#integrity#LaTeX#peer-review#IMRaD
One-click install
npx skills add https://github.com/olaTechie/academic-research-plugin --skill academic-pipeline-olatechie
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: academic-pipeline
Source: https://github.com/olaTechie/academic-research-plugin/tree/main/skills/academic-pipeline
Command: npx skills add https://github.com/olaTechie/academic-research-plugin --skill academic-pipeline-olatechie

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires deep-research, academic-paper, and includes references (resource) components.

What problem does it solve?

The Academic Pipeline Skill Unit orchestrates end-to-end academic research workflows, coordinating exploration, writing, integrity checks, peer review, revisions, and final formatting to deliver publication-ready manuscripts.

Core Features & Use Cases

  • End-to-end workflow orchestration across multiple stages (RESEARCH -> FINALIZE) with mandatory integrity gates.
  • Handoff and state-tracking: automatic handoffs between skills, checkpoint prompts, and audit trails.
  • Multi-agent review simulation: five-perspective reviewer setup, revision roadmaps, and final integrity verification.
  • Reproducible pipeline governance across stages, with versioned outputs and audit-friendly artifacts.

Quick Start

Initiate Stage 1 RESEARCH with deep-research in socratic mode to begin the end-to-end workflow.

Frequently Asked Questions about academic-pipeline

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

FAQPage Schema
How do I orchestrate an end-to-end academic research workflow from topic exploration to a publication-ready manuscript?▼

Orchestrate an end-to-end academic research workflow by running staged pipelines from RESEARCH to FINALIZE with mandatory integrity gates, multi-agent reviews, and automated handoffs to produce publication-ready manuscripts.

How does a multi-agent peer review simulation work for academic papers?▼

Multi-agent peer review simulation uses a five-perspective reviewer setup to generate revision roadmaps and perform final integrity verification, ensuring academic papers meet rigorous peer-review standards before publication.

What is the best way to ensure research integrity and traceable outputs during manuscript writing?▼

Ensure research integrity and traceable outputs by applying staged pipelines with mandatory integrity gates, Material Passports, and audit trails that track every checkpoint from RESEARCH through FINALIZE.

Can I use deep-research in socratic mode to start an academic research pipeline?▼

Yes, you can initiate Stage 1 RESEARCH with deep-research in socratic mode to begin the end-to-end academic workflow orchestration and automatically hand off to subsequent writing and review stages.

How do I format an IMRaD manuscript and verify its integrity automatically?▼

Format an IMRaD manuscript and verify its integrity automatically by progressing through the REVIEW, REVISE, and FINALIZE stages, which apply integrity checks and generate versioned, audit-friendly artifacts.

What are the limitations of using automated pipeline governance for academic research workflows?▼

Automated pipeline governance for academic research workflows requires strict adherence to staged integrity gates and checkpoint prompts, meaning users cannot skip mandatory RESEARCH or INTEGRITY stages without disrupting the audit trail.

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