cjl-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.
Best use case
cjl-rank is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
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.
Teams using cjl-rank should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/cjl-rank/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How cjl-rank Compares
| Feature / Agent | cjl-rank | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
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.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
AI Agents for Coding
Browse AI agent skills for coding, debugging, testing, refactoring, code review, and developer workflows across Claude, Cursor, and Codex.
AI Agents for Marketing
Discover AI agents for marketing workflows, from SEO and content production to campaign research, outreach, and analytics.
AI Agents for Startups
Explore AI agent skills for startup validation, product research, growth experiments, documentation, and fast execution with small teams.
SKILL.md Source
# 降秩引擎
输入一个领域，输出它的秩。
## 秩是什么
秩不是"关键要素"，不是"核心原则"，不是"总结要点"。
秩是：这个领域里真正独立的生成器有几个？用它们能反向生成全部现象？能，才算找到。
## 四个判据
这四条全过，秩才立。任何一条失败，推倒重来。
1. **生成性**——用生成器能把每个观察到的现象推回来。一个都不能漏。
2. **最小性**——关掉任何一个生成器，就有现象解释不了。没有冗余。
3. **独立性**——每对生成器能找到真实案例：一个变了另一个没变。
4. **预测力**——用生成器能推导出原始清单之外的现象，且现实中确实存在。
## 怎么写
写一篇散文。不是填一张表。
你的任务是带着读者走一段路：从"这个领域看着挺乱"走到"原来就这两三根线在牵"。这段路怎么走，你自己决定。没有规定的章节、没有规定的格式、没有规定的小标题。
唯一的要求是三条：
- **想一口气读完**——不了解这个领域的人也停不下来
- **记得住**——读完能转身跟朋友用一句话说清楚
- **有落差**——从混沌到极简的反差，就是降秩的美感
四个判据的验证必须做，融进文章里。验证本身就是叙事的一部分——"拆掉一个生成器世界会变成什么样"是好故事，"用生成器推出一个意想不到的现象"是好结尾。不要另设附录。
## 输出
1. 获取时间戳：`date +%Y%m%dT%H%M%S` 和 `date "+%Y-%m-%d %a %H:%M"`
2. 写入 `~/Documents/notes/{时间戳}--{领域}的秩__rank.org`
3. 报告文件路径给用户Related Skills
1688-ranking
1688榜单SKILL：查询1688商品榜单列表和热搜词。 支持按类目ID查询综合榜/热卖榜/好价榜，以及获取类目维度的热搜关键词。 使用1688开放平台官方API，统一鉴权，Token全局缓存共享。
ACP Rank
查询 ACP 网络中的 Agent 排行榜、统计和搜索 API。当用户询问 ACP 排名、活跃度分数、Agent 简介、Agent 搜索或 ACP 数据时使用。通过 curl 返回 JSON。
crypto-market-rank
Crypto market rankings and leaderboards. Query trending tokens, top searched tokens, Binance Alpha tokens, tokenized stocks, social hype sentiment ranks, smart money inflow token rankings, top meme token rankings from Pulse launchpad, and top trader PnL leaderboards. Use this skill when users ask about token rankings, market trends, social buzz, meme rankings, breakout meme tokens, or top traders.
ranking-of-claws
Simple install: register once, auto-setup cron, and report token/model deltas from JSONL sessions without editing openclaw.json.
redditrank
Find Reddit threads ranking on Google Page 1 for your keywords. AI drafts contextual replies that naturally mention your product. Copy, paste, post. Free organic traffic.
rank-tracker
SEO rank tracker: monitor keyword rankings, SERP feature changes, and AI search visibility across Google, Bing, and generative engines over time. Part of a 20-skill SEO & GEO workflow suite. 排名追踪/SERP监控/排名波动/关键词排名/排名监测
skill-market-fit-ranker
对一批 Skill 选题按高频、低门槛、传播性、ROI 和风险做排序。；use for skills, market-fit, prioritization workflows；do not use for 只按个人偏好排序, 忽略发布风险.
keyword-rank-monitor
关键词排名追踪、SEO 分析、搜索趋势监控、竞品关键词对比。适合电商卖家、SEO 从业者、内容运营。
---
name: article-factory-wechat
humanizer
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
find-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
tavily-search
Use Tavily API for real-time web search and content extraction. Use when: user needs real-time web search results, research, or current information from the web. Requires Tavily API key.