ljg-analogy SKILL.md skillA

ljg-analogy from lijigang/ljg-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lijigang/ljg-skills/ljg-analogy@v1.1.0

Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lijigang/ljg-skills
Path
skills/ljg-analogy/SKILL.md
Versions recorded
1
Latest version
v1.1.0, committed Oct 6, 2026
Size
9,281 bytes
Repository stars
7,668
License
MIT

基于结构映射理论,为场景或两个对象的差异寻找精妙类比与关系隐喻,保留关键关系、解释增量与迁移边界。USE WHEN 用户说「找个类比」「打个比方」「有什么精妙的隐喻」「用类比讲清两者区别」「换个场景理解」或调用 ljg-analogy。NOT FOR 只解释现成比喻、纯修辞润色、理论定义或把类比当作事实证明。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# ljg-analogy:让关系在另一个场景里显形

用户给出一个场景,交付一个让人先看见画面、再认出关系、最后对原场景多懂一点的类比。物件可以相距很远,关系却对得很近。新奇不能抵消失真;熟悉的物件也能承载出人意料的关系。

术语方向固定:**用户想理解的场景是目标域;借来帮助理解的场景是基域。** 搜索从目标域出发寻找基域,知识迁移从基域回到目标域。用户用词相反时按实际意图工作,不为术语打断创作。

## Workflow Routing

| 请求 | 处理 |
|------|------|
| 给一个场景,寻找类比或隐喻 | 按下文的成品标准交付一个主类比 |
| 比较两个对象、产品或机制 | 用共同的关系框架,同时保留共同点与关键差异 |
| 指定受众、领域、文风或只要一句 | 保留结构约束,服从用户的呈现要求 |
| 要多个方案或比较已有候选 | 比较不同关系焦点,点出推荐项与取舍 |

## Gotchas

- 「都很复杂」「都是网络」「都需要平衡」适用面太宽,不能单独支撑类比。关系要说清谁对谁做了什么,哪些条件限制它,怎样产生结果或形成布局。
- 多个对象配对只是字典。优先保留受同一个因果、约束、比例或空间结构统辖的关系,不能以共同点数量充当系统性。
- 「更高阶」指关系之间的关系,不等于更抽象、更宏大,也不限定为因果链。比例、空间和情感关系同样可以承重。
- 一套映射中角色要稳定,不能为了下一句方便,让同一对象偷偷换身份;确需比较不同侧面时,明确换了一套映射。表面属性不随关系自动迁移。
- 基域是找来的,目标域事实是用户给的。不能为了让比方成立,替目标域补出动机、因果或结局;缺项只能作为明确的假设。
- 类比带来候选推论,不能证明目标域必然如此。尤其不要从自然过程推出社会行为的必然性、正当性或某个人的意图。

## 输入是否够用

至少能认出场景里发生了什么,以及用户希望照亮的关系。只有一个词而无可辨认情境时,问一个能改变类比选择的问题;词语有多种常见指向时,先确认它指什么,问题中的选项也不能默认某一种含义。已有可用场景时直接工作。未指定受众,默认面向普通中文读者,优先选少解释也能想象的生活场景。

类比对准读者当前要完成的理解任务:辨认什么、区分什么,或预测哪种变化。用途、组成、运作方式与体验是不同的解释焦点;读者问两者怎样不同,分别概括它们的用途可能答非所问。结合提问与已有上下文选焦点,必要时用一句「这里着重看……」交代,不把这项检查变成每次都向用户补问。

用户强调的目标、权力差异、时序和约束不能在抽象时被抹掉。版本与状态也是对象身份的一部分:新证据改变角色、流程或依赖关系时,重新检查取景与主类比。若原候选已不能保留承重关系,就换掉它,不能只在末尾补一句版本差异。

## 什么样的类比值得交付
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lijigang/ljg-skills/ljg-analogy@sha256:c709172d4ee50f99

The line at the top of this page pins the label v1.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_zezgdqzt3b25iqov.svg)](https://markdownregistry.com/a/art_zezgdqzt3b25iqov)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 6, 2026.

versioncommittedcommitsizeaudit
v1.1.0 latest2026-10-06 fa02cb8 9,281 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (9281 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

lijigang/ljg-skills · 7,668 stars · license MIT · pushed 2026-11-02 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_zezgdqzt3b25iqov
GET https://markdownregistry.com/api/v1/resolve?ref=lijigang/ljg-skills/ljg-analogy
GET https://markdownregistry.com/api/v1/blob/c709172d4ee50f998dc87ae9097aabd920708a026022562aa7ec3f3ab5915084

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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