graphify
howell5/willhong-skills · skills.sh
Open source Repository Open in the app JSON README (API)
About
Skill publicada por howell5/willhong-skills no skills.sh. Instale com: npx skills add howell5/willhong-skills@graphify
Details
- Kind
- Agent skills
- Topic
- No topic detected
- Publisher
- howell5
- Origin
- skillssh
- Category
- ferramentas
- Stars
- 1
- Last push
- 2026-08-15T09:10:39Z
- Repository state
- ativo
- Language
- Shell
- Added
- 2026-08-30 15:22:15
- Updated
- 2026-09-08 15:04:42
- Origin id
howell5/willhong-skills/graphify
README
# willhong-skills
Skills shared by Will Hong for Claude Code and other AI agents.
## Installation
```bash
npx skills add Howell5/willhong-skills
```
## Available Skills
| Skill | Description |
|-------|-------------|
| [graphify](#graphify) | Code navigation layer for AI agents — AST extraction from 12 languages, queryable knowledge graph |
| [vitepress-tutorial](#vitepress-tutorial) | Generate VitePress documentation sites for source code learning |
| [social-polish](#social-polish) | 从核心观点生成优质社媒长文，运用 4D 框架分析，去 AI 味，6 维度评审 |
| [frontend-i18n-orchestrator](#frontend-i18n-orchestrator) | Frontend 项目 i18n 全链路编排：自动探测、最少提问、分阶段改造与质量门禁 |
| [subtraction-audit](#subtraction-audit) | 代码减法审计与反腐化工程：证据驱动找死代码/重复实现/死依赖，风险分级执行；AI 重度仓库防膨胀门禁 |
---
### graphify
Code navigation layer for AI coding agents. Extracts AST structure from 12 programming languages via tree-sitter WASM, builds a queryable knowledge graph, and keeps it in sync as code changes.
```bash
/graphify build # index the current project
/graphify query <name> # find symbols by name
/graphify update <file> # re-index after editing
```
**Features:**
- 12 languages: Python, JS/TS, Go, Rust, Java, C/C++, Ruby, C#, Kotlin, Scala, PHP
- Deterministic AST extraction via tree-sitter WASM — no LLM needed for structure
- Incremental updates — only re-extracts changed files
- Call graph, inheritance, import relationships
- Optional semantic labeling (agent-driven, no API key)
**Setup:** `npm i -g graphify-ts` (requires [Bun](https://bun.sh) runtime)
**Source:** [github.com/Howell5/graphify-ts](https://github.com/Howell5/graphify-ts)
---
### vitepress-tutorial
Generate VitePress documentation sites for source code learning and analysis. Unlike user documentation that explains "how to use", these tutorials explain "how it's implemented".
```bash
/vitepress-tutorial [source-path] [output-path]
```
**Examples:**
```bash
/vitepress-tutorial ./apps/runner ./tutorials/runner-guide
/vitepress-tutorial ./pkg/sandbox
```
**Features:**
- Source References: Auto-generate `Source: path/to/file.go:123` annotations
- Mermaid Diagrams: Architecture, sequence, and flow diagrams
- Code Highlighting: Go, TypeScript, Python with line highlighting
- Chinese-first: Content in Chinese, code comments in English
- Standalone Deploy: Ready for Vercel, Netlify, or GitHub Pages
**Workflow:**
1. **Analysis** - Explore source directory, identify components and architecture
2. **Planning** - Generate tutorial outline and chapter structure
3. **Generation** - Create VitePress project with tutorial content
**Output Structure:**
```
{output-path}/
├── package.json
├── docs/
│ ├── .vitepress/
│ │ └── config.ts
│ ├── index.md
│ ├── introduction/
│ │ ├── overview.md
│ │ └── architecture.md
│ └── {modules}/
│ ├── index.md
│ └── {topics}.md
└── README.md
```
---
### social-polish
从核心观点生成可直接发布的优质社媒长文。通过 4D 框架深度分析、去 AI 味处理、6 维度评审，确保输出的内容观点鲜明、情感共鸣、语言自然。
```bash
/social-polish [你的核心观点或选题]
```
**示例：**
```bash
/social-polish 为什么大多数人学不会编程
/social-polish 远程工作三年后我发现的真相
/social-polish 年轻人为什么越来越不想结婚
```
**特性：**
- 4D 框架分析：哲学、心理学、传播学、社会学四维度拆解选题
- 去 AI 味处理：删除空洞过渡词、模板化开头、说教式结尾
- 6 维度评审：观点独特性、情感共鸣度、结构清晰度、语言自然度、信息密度、传播潜力
- 自动迭代：低于 54/60 分自动修订，最多 3 轮
**适用平台：** X 长推、小红书图文、微信公众号、即刻等
---
### frontend-i18n-orchestrator
面向 React/Vue/Next/Nuxt/Vite 的项目级 i18n 改造 skill。默认先自动扫描项目，再只询问无法自动推断的业务决策，最后分阶段完成迁移与验证。
```bash
/frontend-i18n-orchestrator
```
**特性：**
- Auto-first：先探测框架、现有 i18n 状态、文案热点，再提问
- Ask-on-ambiguity：仅在业务策略不明确时提问（目标语言、URL 策略、fallback 等）
- 分阶段执行：基建 -> 文案迁移 -> 本地化格式 -> 路由/SEO -> CI 治理
- 质量门禁：缺 key、孤儿 key、硬编码回归检查
- Claude Code 与 Codex 双端兼容
---
### subtraction-audit
代码减法审计与反腐化工程。核心信念：代码最终会腐化，人写机器写都一样；防腐化唯一可靠的方式是把约束变成机器门禁、把为什么变成文档、把删除变成一等工作流。方法学源自 DeepSeek Harness。
```bash
/subtraction-audit # 对当前仓库执行完整减法审计
"帮我清理死代码" # 或直接说意图，skill 自动加载
```
**工作流（Phase 0→6）：**
1. **先懂架构**：路由挂载方式、同名活文件、部署清单 vs 实际、env 旋钮、DB 队列——声称任何东西"死"之前先答这些
2. **基线测量**：knip（未使用导出/类型/文件/依赖/重复/二进制）+ 仓库卫生 + CI/钩子盘点
3. **分域并行审计**：api / web / worker / shared / 脚本，子代理各查一类，证据先行
4. **高危复核**：动态引用、框架自动发现误报、同名陷阱、测试是否钉死它不存在
5. **风险分级**：🟢 证据闭环可删 / 🟡 删前确认 / 🔴 产品决策
6. **分批执行**：每批配 DECISIONS.md 决策记录，删完 tsc + lint + knip 基线不升
**关键教训（内嵌）：**
- 部署清单里没有 ≠ 不需要——可能是配置漂移，甚至生产停摆（worker 教训）
- 只删明显死符号会漏掉文件级重复生命周期最重的地方（双份 withRetry、双组件树）
- 零 CI 是腐化积累的根因：门禁 > 散文
## License
MIT