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shuxiachai/README.md

Jingbo Chai · 柴靖博

AI Agent / RAG 开发者 · Open-source AI tools

我开发 AI 研究工具、带证据的报告生成应用和本地效率软件，并公开它们的实现与评测。
I build AI research tools, evidence-linked reporting workflows and local-first software.

悉尼大学计算机硕士 · Master of Computer Science @ The University of Sydney · 2027 届

邮箱：shuxiachai@163.com

精选作品 / Selected projects

ACA · 论文商业化评估助手

从研究主题或论文，生成带来源的商业化评估报告草稿。
Turn a research topic or paper into a cited commercialization report and scorecard.

Academic Commercialization Agent 历史版本的报告与评分界面

历史版本界面与报告样例，用于展示产品流程。

面向研究初筛：查看证据与可靠性提示，导出报告，并在任务中断后恢复执行。报告草稿仍需人工核查。

查看报告样例（历史版本） · 进入在线应用（需访问码或自备密钥） · 查看源码

BushfireReadyGPT · 山火准备报告助手

把澳洲地区与准备场景，整理成有证据、可审核的山火准备报告草稿。
A local-first bushfire preparedness workflow with hybrid RAG and human review.

BushfireReadyGPT 历史版本的本地报告创建界面

本地流程截图与演示视频，不代表当前云端版本的完整验收。

可查看资料与限制、审核草稿并导出文件。基于已注明来源的上游项目改造，用于作品展示与受控讨论，不用于实时火情、撤离或生命安全决策。

下载演示视频（89 秒 MP4） · 查看报告样例（v0.6.0） · 查看源码

地脉簿 LeyLineBook · 多账号任务管理工具

在电脑和手机上管理多个《原神》账号的日常与周期任务。
A local-first task manager with Windows desktop and offline PWA clients.

地脉簿多账号任务总览，展示三个合成演示账号的待办与完成情况

真实界面，使用合成演示账号与记录。

集中查看任务、记录完成情况，并通过备份在两端迁移数据。两端各自保存数据；工具不会连接或操作游戏本体。

打开网页版（PWA） · 下载 Windows 版 · 查看源码与使用说明

工程实现与评测 / Engineering details
  • ACA — Agent workflows & runtime reliability: deterministic retrieval freezes evidence before six LLM stages. Structured contracts, checkpoints and redacted tracing make failures inspectable. Recovery passed 30/30 offline fault-injection cases, within the published protocol and limits. Recovery evidence · Engineering case study.
  • Bushfire — Hybrid RAG & governed generation: combines deterministic analysis, retrieval, model generation and human review. The historical v0.6.0 structured-planning benchmark reports MRR 0.922 over 68 answerable queries and 5 safety negatives. Retrieval performance and report quality are evaluated separately. Retrieval evaluation · Upstream and attribution.
  • LeyLineBook — Product delivery & data reliability: backup migration, data validation, platform-specific credential boundaries, automated tests, Windows packaging and PWA deployment. CI.

Tools: Python · FastAPI · Pydantic · SQL/SQLite · JavaScript · Docker · GitHub Actions · OpenTelemetry.

交流与机会 / Opportunities

关注这里的 Agent 可靠性、RAG 评测与开源工具实践；使用问题与改进建议欢迎提交到对应项目的 Issues。

面向 2027 届 AI Agent、LLM 应用、Agent 平台与 AI 后端工程岗位。
Open to 2027 new-grad opportunities in AI Agent, LLM Application, Agent Platform and AI Backend engineering.

Pinned Loading

  1. academic-commercialization-agent academic-commercialization-agent Public

    Turn papers and research topics into source-linked commercialization assessment drafts. Python, FastAPI and CrewAI; auditable scoring, checkpoint recovery and durable request receipts.

    Python 814 102

  2. BushfireReadyGPT BushfireReadyGPT Public

    Australian location + scenario to reviewable preparedness drafts. Hybrid RAG, evidence trails and human review. Local Ollama; password-protected cloud demo. Not emergency decisions.

    Python 2 1

  3. LeyLineBook LeyLineBook Public

    Local-first task manager for Genshin Impact players and studios, with Windows desktop and offline PWA clients.

    JavaScript 20 2