ljg-paper
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Description
# ljg-paper：把陌生概念长成解释模型 让一个不懂该领域、但愿意思考的人，不只知道论文说了什么，还能指出自己原先缺少哪些概念、这些概念怎样共同生成现象，以及什么条件变化会让模型失效。 全文仍只服务于一个中心命题，但中心命题只是脊柱，不是理解本身。抵达它之前，不能把承重概念压缩掉；抵达它之后，必须把概念接成一个能运行、能解释、能受证据约束的模型。 ## 理解契约 「见过术语」不等于「已经有这个概念」。若读者不能完成下面任一件事，就把它记入概念缺口： - 用普通话指出它区分了什么，以及它不是什么； - 说明它依赖什么、影响什么，和相邻概念怎样连接； - 在论文案例中认出它，并判断一个反例或边界案例为何不同； 前三项检验单个概念是否形成；概念接成模型后，再检验关键条件变化时现象会怎样变化。概念缺口不是术语表。只记录中心命题、机制和证据链上的全部承重概念；外围术语按需解释，不让清单淹没论文思想。 ## Workflow Routing | 输入 | 必读 | 输出 | |---|---|---| | arXiv、PDF、paper URL、本地论文 | `ReadingGuide.md` | 按四段结构生成
Install ljg-paper
Run this in your OpenClaw agent to add ljg-paper from the ClawHub registry.
openclaw skills install ljg-paperRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
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Frequently asked questions
Is ljg-paper safe to install?
ljg-paper has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does ljg-paper cost?
ljg-paper is free to install for OpenClaw via ClawHub.
What are the best alternatives to ljg-paper?
You can compare ljg-paper side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install ljg-paper?
Install ljg-paper from ClawHub at clawhub.ai/skills/ljg-paper, or use the install action on this page to copy the command for your OpenClaw agent.
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