I work on enterprise AI implementation and am also an enthusiast of open-source projects such as OpenBSD and Emacs.
The common idea behind these projects is simple: keep important state outside the model. User identity, permissions, file locations, business data, and session progress should remain explicit, inspectable, and under human control.
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agent-checkpoint Repo-local checkpoints for coding agents. Save goals, decisions, files, verification, and next steps as Markdown, then resume after an interruption or model switch.
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decision-review A skill for auditing decisions: extract the premises, check the evidence, identify uncertainty, and return falsifiable criteria instead of a rushed recommendation.
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office-reporting-mcp-kit MCP contracts and adapters for Office report generation. Identity, authorization, business data, template paths, and delivery confirmation stay under backend control.
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pdf-recognition-core Local PDF recognition that returns document structure, semantic chunks, formula hints, and OCR fallback for scanned pages.
- job-hunt-skills — skills for BOSS直聘 workflow automation through a Hermes agent.
- openbsd — OpenBSD configuration and notes.
- emacs.d — Emacs configuration.
- neovim — Neovim configuration.
Python · OpenBSD · Emacs · Neovim · tmux
Most repositories include English and Chinese documentation. Project status, installation details, and limitations are documented in each repository's own README.
我主要从事 AI 在企业端的落地开发，同时也是 OpenBSD、Emacs 等开源软件的爱好者。
这些项目有一个共同原则：重要状态不要交给模型保存。用户身份、权限、文件 位置、业务数据和会话进度，都应该明确、可检查，并由人控制。
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agent-checkpoint 面向编码 Agent 的仓库内 checkpoint 工具。把目标、决策、文件、验证结果和 下一步保存为 Markdown，方便会话中断或切换模型后继续工作。
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decision-review 用于审查决定的 skill：提取前提、核对证据、识别不确定性，并给出可证伪的 判据，而不是仓促地下结论。
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office-reporting-mcp-kit 面向 Office 报表生成的 MCP 契约和适配器。身份、授权、业务数据、模板路径 和投递确认由后端控制。
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pdf-recognition-core 本地 PDF 识别工具，输出文档结构、语义分块和公式线索，扫描件使用 OCR 兜底。
- job-hunt-skills —— 通过 Hermes Agent 实现 BOSS直聘 工作流自动化。
- openbsd —— OpenBSD 配置和记录。
- emacs.d —— Emacs 配置。
- neovim —— Neovim 配置。
Python · OpenBSD · Emacs · Neovim · tmux
大多数仓库都提供中英文文档。项目状态、安装方式和限制，请以各仓库自己的 README 为准。