VASMC

🇨🇳 中文 | 🌍 English

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🇨🇳 中文

去中心化的 LLM Prompt 编译器 — 模块化导入、交叉编译、AI 原生的 Agent 编排，以及输入面主权保障。

在大语言模型时代，Markdown 已经演变为源代码 — System Prompt、技能包、指令集全部用 Markdown 编写。VASMC 将它们视为一等编译目标：解析 @import 依赖、跨语种交叉编译，并编排 AI 编辑器处理那些属于智能而非工具的语义任务。

AI-Native 系统中，整个上下文窗口既是执行空间也是数据空间——LLM 无法区分指令与数据。VASMC 在执行面形成之前建立确定性的控制点：所有进入 system prompt 的内容，都经过编译链的显式声明与组装，来源可追溯，格式有分类。

👉 阅读完整的设计规范

📦 核心特性

• 输入面主权: 编译期内容来源管控——所有进入执行面的 token 都有可追溯的人类授权来源，prompt / doc 格式分类是编译时的安全分类原语。
• 去中心化包管理: 直接通过 URL 拉取 Markdown 模块 — 无注册表，无中间人。
• 确定性构建: SHA-256 锁文件 (vasmc-lock.yaml) 确保构建可复现。
• 交叉编译: AST 级语言块过滤 (<!-- lang:xx -->) 生成各语种产物；未覆盖语种可自动唤起 LLM 交叉编译回译。
• 双模式引入:
  • @import:link — 别名重写为本地相对路径（保留超链接结构）。
  • @import:inline — 内联展开远程内容（组装大型 Prompt 上下文）。

🛠️ CLI 命令架构 (v3.0)

命令	分类	说明
vasmc build	确定性工具	纯编译器 — AST 组装 + 交叉编译
vasmc agent	Agent 工具	零 LLM 编译 + 生成 AI 编辑器编排指令
vasmc lint	LLM 增强工具	对编译产物进行语义冲突检测
vasmc diff	LLM 增强工具	版本间语义差异分析
vasmc graph	确定性工具	ASCII 依赖图谱可视化
vasmc seal	确定性工具	为普通 Markdown 注入 Frontmatter
vasmc sync	确定性工具	安装并锁定所有依赖

🚀 快速上手

npm install -g @vasm/cli
vasmc init                    # 生成 vasmc-build.yaml
vasmc add https://example.com/skill.md --alias my-skill
vasmc build                   # 编译工作区

完整 CLI 用法请参阅 帮助与用法文档。

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🌍 English

Decentralized LLM Prompt Compiler — Modular imports, cross-compilation, AI-native Agent orchestration, and input-surface sovereignty protection.

In the era of Large Language Models, Markdown has evolved into source code — System Prompts, skill sets, and instruction sets are all written in Markdown. VASMC treats them as first-class compilation targets: parsing @import dependencies, cross-compiling across languages, and orchestrating AI editors to handle semantic tasks that belong to intelligence rather than tools.

In AI-Native systems, the entire context window is both execution space and data space — LLMs cannot distinguish between instructions and data. VASMC establishes deterministic control points before the execution surface is formed: all content entering the system prompt undergoes explicit declaration and assembly through the compilation chain, with traceable origins and categorized formats.

👉 Read the full design specification

📦 Core Features

• Input-Surface Sovereignty: Compilation-time content source control — all tokens entering the execution surface have traceable human-authorized origins; prompt / doc format classification serves as a security classification primitive at compile time.
• Decentralized Package Management: Pull Markdown modules directly via URL — no registry, no middleman.
• Deterministic Builds: SHA-256 lock files (vasmc-lock.yaml) ensure reproducible builds.
• Cross-Compilation: AST-level language block filtering (<!-- lang:xx -->) generates artifacts for various languages; uncovered languages can automatically trigger LLM cross-compilation back-translation.
• Dual-Mode Import:
  • @import:link — Alias rewritten to local relative paths (preserving hyperlink structure).
  • @import:inline — Inline expansion of remote content (assembling large Prompt contexts).

🛠️ CLI Command Architecture (v3.0)

Command	Category	Description
vasmc build	Deterministic Tool	Pure compiler — AST assembly + cross-compilation
vasmc agent	Agent Tool	Zero-LLM compilation + generating AI editor orchestration instructions
vasmc lint	LLM-Enhanced Tool	Semantic conflict detection for compiled artifacts
vasmc diff	LLM-Enhanced Tool	Semantic difference analysis between versions
vasmc graph	Deterministic Tool	ASCII dependency graph visualization
vasmc seal	Deterministic Tool	Inject Frontmatter into standard Markdown
vasmc sync	Deterministic Tool	Install and lock all dependencies

🚀 Quick Start

npm install -g @vasm/cli
vasmc init                    # Generate vasmc-build.yaml
vasmc add https://example.com/skill.md --alias my-skill
vasmc build                   # Compile workspace

For full CLI usage, please refer to the Help and Usage Documentation.