persona-novel-academic

Generate research proposals and paper plans using a novel academic persona.

1|Updated Apr 8, 2026

Search Tags:#research #ideation #academic #innovation #persona #proposal

Ready to run

npx skills add https://github.com/ExuberantWitness/Flux-Insight --skill persona-novel-academic

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: persona-novel-academic
Source: https://github.com/ExuberantWitness/Flux-Insight/tree/main/skills/persona-novel-academic
Command: npx skills add https://github.com/ExuberantWitness/Flux-Insight --skill persona-novel-academic

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the tendency of AI models to produce conservative or incremental research proposals by enforcing a specific persona that prioritizes theoretical innovation and paradigm-shifting ideas.

Core Features & Use Cases

Persona-Driven Ideation: Employs a Novel-Academic persona to challenge existing research paradigms and propose bold, high-risk theoretical frameworks.
Multi-Phase Support: Seamlessly transitions between W2 problem analysis and W7.1 paper planning based on the provided phase parameter.
Context-Aware Generation: Integrates previous discussion records, Claim Chain atoms, and literature search results to ensure proposals are grounded in existing knowledge while pushing boundaries.

Quick Start

Use the persona-novel-academic skill to generate a W7.1 paper plan for the research topic of neural architecture search with a focus on ICLR submission standards.

Frequently Asked Questions about persona-novel-academic

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

FAQPage Schema

How do I generate innovative research proposals instead of incremental ones?▼

To generate innovative research proposals, you need a persona-driven approach that challenges existing paradigms and prioritizes high-risk, high-reward theoretical frameworks. This method ensures your ideation process produces paradigm-shifting paper plans rather than conservative incremental ideas.

What is the best way to structure a paper plan from a problem analysis phase?▼

Structuring a paper plan from problem analysis requires a workflow that seamlessly transitions between analyzing the problem and generating a structured paper plan. This ensures the final research proposal maintains theoretical depth and aligns with academic submission standards.

Can I integrate literature search results into my academic research ideation workflow?▼

Yes, you can integrate literature search results into academic research ideation by using a context-aware generation process. This grounds your high-risk theoretical frameworks in existing knowledge while ensuring your proposals effectively push current research boundaries.

Does this research proposal generation method work with Claim Chain knowledge graphs?▼

Yes, research proposal generation works with Claim Chain knowledge graphs by integrating these atoms into the context. This integration ensures the generated paper plans and theoretical frameworks maintain deep connections to established claims and prior research discussions.

Why does my AI model generate conservative academic proposals instead of novel paradigms?▼

AI models generate conservative academic proposals because they lack a specific persona that enforces theoretical innovation. By adopting a high-risk, high-reward academic persona, the model is forced to challenge existing paradigms and propose bold theoretical research frameworks.