kimi-k3-learn
An interactive learning system that turns the 47-page Kimi K3 technical report into a single offline HTML file with running algorithms, 3D visualizations, spaced repetition quizzes, and a smart highlighting QA tool.
该系统为中文公文处理提供了全面且注重隐私的工作流程,采用本地优先存储、明确的网络边界和 AI 集成,同时保持严格的数据主权和构建时能力分离。
A local-first system for official-document work, task and file tracking, drafting, weekly reports, document export, and controlled private synchronization.
HxHwang Gw is a pnpm monorepo that shares one domain model across a public GitHub Pages demonstration, separate Internet and intranet Web builds, and separate Internet and intranet Electron clients. It stores operational data locally first, separates network capabilities at build time, and provides explicit adapters for synchronization and AI requests.
The current release is 0.6.3. The local relay now supports provider authentication selection with an auto mode that retries x-api-key only after a Bearer request receives 401 or 403. This improves model discovery for compatible relay providers without exposing upstream URLs or keys to Pages. AI consent, redaction, session-only secrets, and explicit network triggers are unchanged. See RELEASE_NOTES.md for details.
Public Pages does not expose private synchronization, but it supports local ledgers, attachments, legacy JSON/snapshots, bring-your-own-key AI, and an explicitly unlocked 127.0.0.1 relay. Page load and password entry do not contact the relay automatically. Business data stays in the current browser's IndexedDB. Use GitHub Pages only with public, fictional, or approved non-sensitive material.
| Area | What is implemented |
|---|---|
| Work management | Editable task, meeting, document, field-activity, seal, and material ledgers with a dedicated reusable people/organization directory, stages, summaries, attachments, and search |
| Writing | Rich-text drafting, DOCX/HTML/TXT import with sanitization, reusable custom formats, deterministic weekly reports, editable versions, and historical archives |
| Documents | A shared A4-oriented engine for DOCX and PDF export; browser print is used on the Web and Electron printing on desktop |
| Migration | Importers for two legacy prototype export shapes plus drag-and-drop JSON/snapshots, with warnings when their shared version marker cannot identify the source reliably |
| Local data | IndexedDB-backed repositories, snapshots, attachment references, searchable AI history, and explicit recovery/export operations |
| Edition services | Public Pages and Internet builds use a session-onl |
HxHwang Gw 公文事务与写作管理系统
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