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academic-pipeline

Coordinate end-to-end academic research workflows from discovery to manuscript with integrity checks.

Updated Apr 27, 2026

Search Tags:#education #pipeline #review #integrity #handoff #checkpoint #orchestrator

One-click install

npx skills add https://github.com/Tnemo65/template --skill academic-pipeline-tnemo65

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: academic-pipeline
Source: https://github.com/Tnemo65/template/tree/main/.cursor/skills/academic-pipeline
Command: npx skills add https://github.com/Tnemo65/template --skill academic-pipeline-tnemo65

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

The Academic Pipeline orchestrator coordinates a complete end-to-end research-to-publication workflow, enabling users to run multi-stage AI-assisted research with built-in integrity checks, staged reviews, and reproducible artifacts.

Core Features & Use Cases

Orchestrates a 10-stage research-to-publication pipeline (research, write, integrity, review, revise, finalization, and process summary).
Dispatches specialized skills (deep-research, academic-paper, integrity_verification_agent, collaboration_depth_agent, etc.) and manages stage transitions, checkpoints, and handoffs.
Enforces mandatory integrity gates and adaptive checkpointing to ensure reproducibility and auditability.
Use cases: you want to go from literature synthesis to manuscript drafting with automated integrity verification and staged peer-review simulation.

Quick Start

Provide your research idea and any available materials to begin Stage 1.

Frequently Asked Questions about academic-pipeline

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

FAQPage Schema

What is an academic pipeline integrity check and when do I need it?▼

You need it when managing multi-stage AI-assisted research requiring strict audit trails and reproducible artifacts.

Can I run multi-stage peer review simulation for academic papers?▼

The pipeline coordinates staged reviews and revisions to produce a publish-ready manuscript with reproducibility audit trails.

Does the academic pipeline handle state tracking and handoffs between research stages?▼

This ensures seamless transitions from literature understanding through writing, integrity verification, and finalization.

What are the limitations of using an automated orchestrator for academic manuscript generation?▼

It is not suited for unstructured brainstorming outside its defined 10-stage workflow.

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