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research-idea-and-battle

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Research with confidence, challenge your ideas rigorously.

Education & Research#AI/ML#mentoring#idea evaluation#research guidance#academic debate
AuthorPunktheory
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The skill addresses the challenge of developing and evaluating research ideas in AI/ML by providing structured feedback, guiding research lifecycles, and navigating academic landscapes.

Core Features & Use Cases

  • Idea Evaluation: Provides a field snapshot and detailed feedback based on recent literature.
  • Battle Mode: Critiques and challenges your research idea for depth and rigor.
  • Idea Generation: Suggests top-venue novel ideas and practical directions.
  • Landscape Mode: Paints the current picture of the research field and open problems.
  • Mentorship Mode: Offers high-level research mentorship for direction and identity development.

Quick Start

@research-idea-and-battle "I have a research idea for improving medical image segmentation algorithms. How novel is it?"

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: research-idea-and-battle
Download link: https://github.com/Punktheory/research-idea-and-battle/archive/main.zip#research-idea-and-battle

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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