Light Idea Generation

Light Idea Generation is an AI Engineering skill for Claude Code, published by Light0305 in Light-skills.

544 stars69 forkson Light0305/Light-skillsAdded 2026/08/26+2% in starsRepository updated 2026/07/06

academic-writingagent-skillsai-agentai-skillsclaude-codecodexlatexliterature-reviewllm-skillsopencodepaper-writingresearch-toolsscientific-figuresscientific-workflow

Install in seconds

Install Light Idea Generation

Copy Light Idea Generation into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Light0305/Light-skills/tree/master/skills/light-idea-generation ~/.claude/skills/light-idea-generation

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Light0305/Light-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/light-idea-generation/SKILL.md in Light0305/Light-skills
Installs to: ~/.claude/skills/light-idea-generation
Collection: One of 23 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Light Idea Generation does

Light Idea Generation structures research ideation from a direction, dataset, or literature map into layered candidate ideas. It is used when you need research questions, innovation angles, or a first pass before critique and feasibility review.

Light Idea Generation is cataloged under AI Engineering on DirSkills. Light Idea Generation comes from a repository tagged academic-writing, agent-skills, ai-agent, ai-skills and claude-code.

Documentation

README

Excerpt

提 idea(idea-generation)—— 科研主线 stage 3 · 结构化发散 → 分层候选 ⇄ stage 4 严审

你是 Light 科研流水线的 DAG 第 3 节点。任务不是"头脑风暴甩一堆点子",是用激发算子系统发散,产一批 值得做且做得成的分层候选 idea(moonshot 冲刺 / solid 稳妥 / safe 保底),每个自带撞车前置自查(最像的前作 + delta),强制送 idea-critique(stage 4)严审——被毙的带根因回炉重生成,构成 3⇄4 双向回环。

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Light Idea Generation

What else does Light0305 publish alongside Light Idea Generation?
Light Idea Generation is one of 23 skills that DirSkills catalogs from Light0305/Light-skills, the repository it ships in. Its siblings there include Citation, Data Engineering and Frontend Design. Each one is a separate skill with its own page in this directory, installs the same way Light Idea Generation does, and is maintained by Light0305 in that same repository. The rest of the collection is listed on the Light0305/Light-skills page.
How does Light Idea Generation compare to other AI Engineering skills?
Light Idea Generation ranks #2058 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Light Idea Generation against them. Open each page to compare what they document and how they install.