Light-skills — Codex Skill by Light0305

About Light-skills

Light 全流程科研技能包 · 让 AI 陪你把一篇论文从想法做到投稿 从找文献到投稿返修,科研每一步都有专门技能接管 · 适配 Claude Code 与 Codex 28 技能 · 9 知识库 · 51 个可跑脚本 · 40 套模板 · 318 张知识卡 · 全程不编造 简体中文 · English 目录 Light 是什么 · 为什么用它 · 推荐配置 · 快速上手 · 技能总览 · 完整链路 · 知识库 · API key · 常见问题 · 参与贡献 · 引用 Light 是什么 Light 把科研全流程拆成 28 个互相衔接的 AI 技能,装进你的 Claude Code 和 Codex。从找文献、理数据、想创新点,到写论文、画图、排版、投稿、返修,再到软著专利、答辩 PPT、竞赛申报——每一步都有专门的技能接手,背后还垫着 9 个可溯源的知识库。 它不是一堆提示词,也不是 MCP 或插件——而是一套装进客户端的技能包:每个技能都带能跑的脚本、能套的模板、真实的范例,对外接口经过实测,统计代码与 / 逐位对齐。不编文献、不造数据、不臆想出处和数据来源——这是不可逾越的底线。 一句话:把一位真正懂科研工具的资深伙伴,装进你的编辑器。 为什么用它 市面上的"科研

Quick Facts

Compatible Skills

These tools work well together with Light-skills for enhanced workflows:

• academic-paper-skills — semantic(0.38)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
• academic-paper-writer — semantic(0.37)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
• scholar-search-mcp — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
• ai-research-skills — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)

Light-skills alternative? Top 6 similar tools

Looking for a Light-skills alternative? If you're comparing Light-skills with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

• cursor-rules-java by jabrena · ⭐ 407

  An opinionated, AI-native development workflow for Java Enterprise — reusable Skills, Agents, Commands, and MC

• PaperFit by OpenRaiser · ⭐ 314

  📄 [Skill] Vision-in-the-loop LaTeX typesetting agent — auto-compile, render, diagnose, and fix paper layouts

• De-Anthropocentric-Research-Engine by Pthahnix · ⭐ 229

  De-Anthropocentric Research Engine — AI-powered academic research automation with deep literature survey, gap

• AgentFigureGallery by Dsadd4 · ⭐ 124

  Drop-in scientific plotting skill for Claude Code, Codex, Cursor, and other coding agents.

• document-SKILLs by appautomaton · ⭐ 118

  Claude Code and Codex SKILLs for PDF, Excel, Word, and PowerPoint manipulation — extraction, forms, formulas,

• RivalSearchMCP by damionrashford · ⭐ 103

  Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs

More Codex Skill Tools

Explore other popular codex skill tools:

• refly ⭐ 7.1k
• nano-banana-pro-prompts-recommend-skill ⭐ 1.7k
• skillshare ⭐ 2.3k
• pi-skills ⭐ 1.9k
• skillkit ⭐ 1.2k
• ai-maestro ⭐ 709
• upskill ⭐ 652
• Claude-to-IM-skill ⭐ 2.7k
• learning-opportunities ⭐ 2.1k
• solana-dev-skill ⭐ 520

Popular Python Agent Tools

• TrendRadar ⭐ 59.7k · MCP Server
• gpt-researcher ⭐ 27.4k · MCP Server
• Scrapling ⭐ 64.6k · MCP Server
• serena ⭐ 25.5k · MCP Server
• MaxKB ⭐ 21.4k · MCP Server

Frequently Asked Questions