light-idea-generation

What problem does it solve?

This Skill helps researchers rapidly generate high-potential, differentiated research ideas tailored to their project context, data, and constraints, and records them in a structured format for rapid review.

Core Features & Use Cases

• Structured ideation: integrates project background, data feasibility, tech stack, and timeline to propose ideas with clear novelty, impact, and feasibility.
• Level-agnostic justification: supports Level 1 (clear direction) and Level 2 (direction from data or literature) ideation, with traceable evidence and a plan for validation.
• Governance-ready outputs: produces idea_candidates.md ready for m04 critique, with detailed justification, most-similar prior work, and data/compute estimates.

Quick Start

输入项目背景、数据条件与目标，AI 将输出可直接送审的立项卡草案与分层候选想法。