Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

ljg-read

Reading companion agent. Accompanies user through any text (books, articles, essays, papers, news) with translation, structural annotation, deep questioning, and cross-domain insights. Detects language, translates English to Chinese (faithfulness-expressiveness-elegance), guides reader to understand the author and encounter real questions. Use when user says '伴读', '陪我读', '读这篇', 'read with me', 'companion read', or shares a text/URL wanting guided reading.

6.55k repo starsObserved in 5 repos

Research

GitHub

ljg-think

追本之箭——纵向深钻思维工具。给一个观点、现象或问题，像箭一样一路向下钻到不可再分的本质。Use when user says '想透', '追本', '本质是什么', '为什么会这样', '深挖', '钻到底', 'think deep', 'drill down', or wants to trace any idea/phenomenon vertically to its irreducible root. Also trigger when user provides a statement and wants depth analysis, not breadth survey.

6.55k repo starsObserved in 3 repos

Research

GitHub

ljg-map

一个行业 → 一张生态地形图卡（PNG）。以《千脑智能》参考系理论为地基：把行业摊成一张可俯瞰的「生态地形」——价值像河一样流过地貌，再在地形上标出两处——「瓶颈」（流量/产能在此收窄的隘口/水坝）和「价值捕获点」（利润在此沉淀的宝藏堆）。地形让权力结构一眼可见：卡流量的地方常常不是钱沉淀的地方。配三个关键指标的 base rate（刻度）+ 三个「大问题」（前沿）。deep research 真联网，图用 AI 生图（默认 -a 吉田诚治式绘本画风，与 ljg-library 同源；可选 -c pixel+cyber），继刚作小测量员立在地形上俯瞰。Use when user says '行业地图', '产业地图', '生态地形图', '画一下这个行业', 'industry map', 'map this industry', '行业版图', '产业链地图', '/ljg-map', or gives an industry/领域 name wanting its terrain mapped. 风格：默认 -a 绘本（同 ljg-library），加 -c 走 cyber。NOT FOR 一个领域降秩找生成器（用 ljg-rank）、拆一本书（用 ljg-book）、单个项目投资分析（用 ljg-invest）、一个概念深钻（用 ljg-think）。

6.55k repo starsObserved in 2 repos

Research

GitHub

ljg-rank

给一个领域，找出背后真正撑着它的几根独立的力。十几个现象砍到不可再少的生成器——砍完能把现象一个个生回来，才算数。Use when user says '降秩', '找秩', '秩是什么', '这个领域靠什么撑着', '背后是什么', or wants to decompose any domain to its irreducible generators.

6.55k repo starsObserved in 2 repos

Research

GitHub

ljg-blind

盲区扫描——读昨天你与 AI 的全部对话，照出暴露的思维盲区（不是不懂的知识，是让某类真相一直看不见的思维习惯），再从微信读书挑一本书的一章精准补上，落成一篇完整分析笔记。Use when user says '扫盲区', '盲区', '照盲区', '看看我的思维盲区', '我昨天想漏了什么', 'blind spot', 'ljg-blind', '/ljg-blind', or wants yesterday's AI conversations analyzed for cognitive blind spots plus a targeted weread chapter to fill them. 可选参数：传一个日期(YYYY-MM-DD)扫那天而非昨天。NOT FOR 纵向深钻一个观点（用 ljg-think）、一个领域降秩（用 ljg-rank）、陪读一篇文本（用 ljg-read）、找一个领域的约束（用 ljg-constraint）。

6.55k repo starsObserved in 1 repos

Research

GitHub

ljg-constraint

给一个领域、专业、角色、产品或争论找出真正框住它的几条约束，判明它们属于世界/规则/解释（硬/软/自设），看这组约束如何定义身份、补全问题、框出解空间并解释实际行为；尤其用于区分目标相同但约束不同导致的方案分歧，识别被误当硬事实的旧解释。USE WHEN 用户说 '约束', '找约束', '这个领域的约束是什么', '本质约束', '什么框住了它', '硬约束还是自设约束', '边界在哪', '这行为什么这么做', 'constraint', '/ljg-constraint', or gives any domain/profession/role/product/debate and wants its defining constraints and solution space mapped. NOT FOR 往下挖生成器（用 ljg-rank，找的是生成力不是边界）、纵向深钻一个观点到底（用 ljg-think）、拆一本书（用 ljg-book）、一个概念解剖（用 ljg-learn）。

6.55k repo starsObserved in 1 repos

Research

GitHub

ljg-paper

Paper reader for non-academics. Turns one paper into one clear proposition: the problem, the paper's insight, and the judgment or action the reader can carry away. USE WHEN the user shares an arXiv link OR paper URL OR PDF OR local paper file OR paper title, or asks to read, explain, analyze, or understand a paper. Defaults to a saved org note. NOT FOR experiment reproduction, exhaustive method summaries, formal peer review, benchmark tables, or literature surveys.

6.55k repo starsObserved in 1 repos

Research

GitHub

ljg-roundtable

一个议题，一场圆桌：主持人请来 3-5 位真实人物，定义开场，逐轮交锋，每轮收一张 ASCII 结构图，用户用指令控节奏（可/止/深入此节/引入新人物），散场后全文存入 org 笔记。Use when user says "圆桌讨论", "圆桌", "roundtable", "辩论", or wants to explore a topic through multi-perspective structured debate.

6.55k repo starsObserved in 1 repos

Research

GitHub

quickstart

The front door for this repo. With no argument: a 30-second intro, then an offer to walk you through your first run on the canary target. With a question: answers it from this repo's own docs and source, cites where it looked, and hands you the next command. Use for "how do I…", "why does…", "where is…", "can this…", or just "/quickstart" to get oriented.

6.48k repo starsObserved in 1 repos

Research

GitHub

household-waste-info

Use when the user asks for 생활쓰레기 배출 요일/시간/장소 정보 by 지역명(시군구) and wants official data.go.kr household waste guidance.

6.22k repo starsObserved in 3 repos

Research

GitHub