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♻️ refactor: unify project naming to SkCC across all docs, comments, and configs
- README.md: SkillCompiler/NSC → SkCC, update citation to arXiv paper - PROGRESS.md: Nexa Skill Compiler (NSC) → SkCC - Cargo.toml: update description and repository URL - docs/: all 15+ files unified to SkCC - Rust source comments: lib.rs, main.rs, skill_ir.rs, etc. - npm package: README, package.json repository URL - VS Code extension: displayName, commands, status bar, diagnostics - Preserved: crate names, npm package name, CLI binary 'nsc', VS Code command IDs
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Cargo.toml

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# Nexa Skill Compiler (NSC) - Workspace Configuration
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#
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# SkCC (Skill Compiler) - Workspace Configuration
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#
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# This is the root Cargo.toml that defines the workspace structure
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# for the Nexa Skill Compiler project.
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# for the SkCC project.
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#
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# Project: Industrial-grade Agent Skill Compiler
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# License: MIT
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rust-version = "1.85"
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authors = ["Nexa Dev Team <dev@nexa.ai>"]
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license = "MIT"
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repository = "https://github.com/nexa-org/nexa-skill-compiler"
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homepage = "https://nexa.ai"
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description = "Industrial-grade Agent Skill Compiler for transforming SKILL.md to platform-native formats"
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repository = "https://github.com/Nexa-Language/Skill-Compiler"
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homepage = "https://skcc.nexa-lang.com"
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description = "SkCC: Portable and Secure Skill Compilation for Cross-Framework LLM Agents"
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keywords = ["agent", "skill", "compiler", "llm", "markdown", "ai", "sop"]
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categories = ["compilers", "development-tools", "text-processing", "command-line-utilities"]
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PROGRESS.md

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# Nexa Skill Compiler (NSC) - 开发进度追踪
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# SkCC - 开发进度追踪
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> **本文档记录 NSC 项目的开发进度、核心决策 (ADR) 和技术债务**
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> **本文档记录 SkCC 项目的开发进度、核心决策 (ADR) 和技术债务**
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---
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## 📋 项目概览
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- **项目名称**: Nexa Skill Compiler (NSC)
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- **项目名称**: SkCC (Skill Compiler)
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- **技术栈**: Rust (Edition 2024), pulldown-cmark, serde, clap, miette, askama, tokio
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- **目标**: 构建工业级 Agent 过程性知识 (SOP) 编译器
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- **开始时间**: 2026-04-03
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- Claude Code native binary host cache mount方案实现
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- Pilot测试(v2): 发现系统性网络问题(容器内pip/apt超时),无法继续跑新数据
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- 最终分析报告完成:
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- C vs V: p=0.0096**, NSC编译显著优于vanilla
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- C vs O: p=0.0103*, NSC编译显著优于original
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- C vs V: p=0.0096**, SkCC编译显著优于vanilla
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- C vs O: p=0.0103*, SkCC编译显著优于original
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- O vs V: p=0.9756 ns, original与vanilla差异不显著
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- Compiled pass rate 33.3% > Original 21.1% > Vanilla 15.6%
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- Token效率: Compiled每任务0.65M tokens获得0.378 reward

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