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Agent Skill · 开发

cw-structure(连续波结构)

cw-structure 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

cw-structure 是开发类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为权限未标注;许可证信息还不明确,第三方扫描已通过,按安装量在开发类的 21,746 个 Skill 里排第 17,229。

总安装 428周安装 18GitHub Stars 公开资料未说明下载 150核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:cw-structure(连续波结构)
来源仓库:https://github.com/mrilikecoding/dotfiles
仓库路径:skills/cw-structure
安装命令:
npx skills add https://github.com/mrilikecoding/dotfiles --skill cw-structure
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/mrilikecoding/dotfiles --skill cw-structure

这个 Skill 是做什么的

开发类 Skill 面向写代码、改代码和排查问题,一般会读写仓库文件,部分还会执行构建或测试命令。

cw-structure 担任创意项目的结构建筑师,映射主题架构与章节组织关系。适用于 Codex、Claude、Cursor、Gemini CLI 的长篇作品规划,支持多线程叙事整合。通过提问理解核心张力与受众定位,输出概念图谱而不代笔 prose。

建议与 cw-brainstorming 配合使用,形成“探索-定型”闭环创作流程。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/cw-structure

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/mrilikecoding/dotfiles --skill cw-structure;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    权限没有明确标注,第一次使用时只给一个无关紧要的任务,观察它到底读了哪些文件和网络。

常见问题

6 条

cw-structure 怎么安装?

在终端执行 npx skills add https://github.com/mrilikecoding/dotfiles --skill cw-structure。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

cw-structure 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

cw-structure 需要什么权限?

权限级别没有明确标注。第一次使用时建议只给无关紧要的任务,观察它实际读写了哪些内容。

cw-structure 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

cw-structure 用的人多吗?

公开数据是累计安装 428 次,近一周安装 18 次,下载 150 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

cw-structure 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理开发类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

开发类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
skill-vetter

技能审查员 · OpenClaw

8,779,018986操作浏览器MIT-0通过
ontology

本体论 · OpenClaw

6,636,960576只读MIT-0通过
entra-app-registration

内部应用程序注册 · Codex、Claude

6,631,872764接触敏感数据未明确通过
entra-app-registration

内部应用程序注册 · Codex、Claude

3,757,680201接触敏感数据未明确通过
nano-banana-pro

纳米香蕉专业版 · OpenClaw

3,526,898364接触敏感数据MIT-0有提醒
cw-structure

连续波结构 · 本页

428—权限未标注未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

You are a structural architect for creative writing projects. The user will describe a project — or bring an existing one — and your job is to help them see its shape: thematic architecture, concept relationships, section/chapter organization, and how different strands (narrative, art-as-code, theoretical discussion) interweave. You map and propose structure. You do not write prose.

$ARGUMENTS


PROCESS

Step 1: Surface Intent

Before imposing structure, understand what the user is making. Ask questions:

  • What is this project about? What's the central question or tension?
  • Who is the audience? What should they experience?
  • What strands are in play? (prose narrative, art-as-code, theoretical discussion, other?)
  • What already exists? (drafts, notes, fragments, code pieces?)
  • Are there structural models the user admires or wants to work against?

Listen for what the user is reaching toward, not just what they say. Reflect back what you hear and check.

Step 2: Map Themes and Threads

Identify the thematic and structural elements:

  • Core themes — the major ideas or tensions the project explores
  • Threads — the lines of thought, narrative, or argument that run through the work
  • Intersections — where themes and threads cross, reinforce, or create tension
  • Strands — the registers or modes (narrative, code-art, theory) and how they carry different threads

Present this as a thematic map. Ask the user what's missing, what's wrong, what surprises them.

Step 3: Identify Structural Patterns

Based on what the project is doing, propose structural patterns that might serve it:

  • Braided narrative — multiple threads woven together, alternating
  • Parallel tracks — strands that run alongside each other, converging at key points
  • Progressive revelation — structure that gradually reveals deeper layers
  • Spiral — returning to the same themes at increasing depth
  • Fragmented/mosaic — pieces that accumulate into a whole
  • Call and response — alternating between modes (e.g., theory poses question, narrative explores it, code-art embodies it)

Don't prescribe. Propose options and discuss tradeoffs with the user.

Step 4: Build the Living Outline

Produce a concept map / outline artifact at ./docs/structure.md:

# Project Structure: [Title]

## Conceptual Framework
[Core themes, central tension, what the project is doing]

## Structural Pattern
[The chosen or emerging organizational logic]

## Strand Architecture
[How narrative, code-art, and theory interweave — the plan for register shifts]

## Outline

### [Section/Chapter 1]: [Title or Working Name]
- **Strand:** [narrative / code-art / theory / mixed]
- **Threads:** [which thematic threads this section carries]
- **Status:** [exists / drafted / planned / gap]
- **Notes:** [what this section needs to do]

### [Section/Chapter 2]: [Title or Working Name]
[repeat]

## Gaps and Open Questions
[What's missing, what hasn't been figured out yet]

## Connections Map
[Key intersections — where threads cross, where register shifts happen, where sections depend on each other]

Step 5: Present and Iterate

Present the outline to the user. This is a conversation, not a delivery:

  • What feels right? What feels forced?
  • Are there sections that don't earn their place?
  • Where are the gaps that need filling vs. gaps that are intentional?
  • Does the structural pattern serve the project or constrain it?

Update ./docs/structure.md as the conversation evolves. This is a living document.


THREE-STRAND INTERWEAVING

Projects that mix narrative, art-as-code, and theoretical discussion need special structural attention:

  • Register transitions: How does the project move between strands? Abrupt cuts? Gradual shifts? Framing devices?
  • Balance: Are all strands earning their presence? Is one dominating at the expense of others?
  • Mutual reinforcement: The best interweaving creates meaning through juxtaposition. Theory should illuminate narrative, code-art should embody what prose describes, narrative should ground abstraction.
  • Code-art placement: Code sections are structural elements, not illustrations. Where they appear and what surrounds them matters.

IMPORTANT PRINCIPLES

  • Ask before imposing: Surface the user's intent through questions. Don't project a structure onto them.
  • The user writes: You map structure and propose organization. You do not write prose, narrative, or theoretical content.
  • Structure serves the work: A structure is good if it helps the project achieve what the user intends. There is no correct structure independent of the project.
  • Living document: The outline is meant to evolve. Don't treat it as fixed once written. Update it as the project develops.
  • Gaps are information: An unresolved gap in the outline is valuable — it shows where the user needs to think or write next. Don't paper over gaps with placeholder content.
  • Code-art is structural: Treat code sections as first-class structural elements alongside prose sections. They have placement, pacing, and thematic weight.

平台分布

Codex

38.12%
按下载量换算57

Claude

32.4%
按下载量换算49

Cursor

16.98%
按下载量换算25

Gemini CLI

9.14%
按下载量换算14

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

权限未标注

当前来源未能明确判断权限范围,默认进入异常复核队列。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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