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Sweetteabittersugar/README.md

可验证的 AI 工程，面向真实交付

我专注于可验证的 AI 工作流、local-first 开发工具，以及发布与恢复治理。我关心的不只是“能运行”，还包括失败后能否安全恢复、边界是否明确、证据能否复现，以及公开版本是否真的可安装。

公开项目

Agency — 活跃旗舰

CI Release

Local-first AI 工作流编排器，当前源码版本为 v0.5.0。它提供 durable run ledger、显式恢复、runner fencing、执行 DAG，以及 33 个 Agent 和 7 个 Skill。

安全边界是产品能力的一部分：默认只监听 127.0.0.1；项目文件操作必须位于显式声明并校验过的 project root 内；非 loopback 监听需要认证；发生未决外部副作用时要求人工对账，不自动重放。API key 会发送给用户选择的模型服务商。本项目目前仅提供 GitHub 源码安装，不发布 PyPI/npm 包。

Market — 已完成并归档

Release

一个 feature-complete 的 Claude Code 插件分发案例：5 个可移植插件、稳定 master 分发协议、确定性验证和隔离安装验收。v1.0.0 发布并完成五插件安装验证后，仓库已归档为只读参考。

AI Companion Privacy

AI Companion 的隐私政策、支持页面与发布支持制品，展示面向公开分发时对隐私说明和用户支持边界的处理。

可以合作的方向

  • AI 工具可靠性审计：恢复语义、副作用边界、并发与失败路径
  • CI / Release 治理：版本真源、可安装性、保护规则与发布证据
  • Local-first agent workflow：权限边界、项目隔离和可复现验收

English

I build verifiable AI workflows, local-first developer tools, and evidence-driven release and recovery systems. Agency is the active flagship; Market is a completed, archived plugin-distribution case study; AI Companion Privacy covers privacy and publishing support artifacts. I am available for focused reliability audits, CI/release governance, and local-first agent workflow engineering.

联系 / Contact

如需讨论一个边界明确的合作事项，请在本仓库创建 Issue。请勿在公开 Issue 中提交密钥或敏感数据。

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