| Name | Modified | Size | Downloads / Week |
|---|---|---|---|
| Parent folder | |||
| vector-search-settings.png | 2026-10-29 | 341.8 kB | |
| workspace-search.png | 2026-10-29 | 537.2 kB | |
| GitHub.Stars.Manager-0.8.8-arm64.dmg | 2026-10-29 | 136.2 MB | |
| GitHub.Stars.Manager-0.8.8.AppImage | 2026-10-29 | 139.9 MB | |
| GitHub.Stars.Manager-0.8.8.dmg | 2026-10-29 | 140.5 MB | |
| GitHub.Stars.Manager.Setup.0.8.8.exe | 2026-10-29 | 131.7 MB | |
| README.md | 2026-10-29 | 8.7 kB | |
| v0.8.8 source code.tar.gz | 2026-10-29 | 96.3 MB | |
| v0.8.8 source code.zip | 2026-10-29 | 96.9 MB | |
| Totals: 9 Items | 742.5 MB | 0 | |
GitHub Stars Manager v0.8.8
💡 Release Highlights / 版本亮点
💡 Tips & Experience / 体验建议与说明：
中文：本次更新重点对 AI 向量搜索 与 相似仓库推荐 的召回排序质量进行了大幅重构与升级。特别推荐使用 硅基流动（SiliconFlow）免费提供的
BAAI/bge-m3嵌入模型——开启重排（Rerank）后，软件会自动协同调用对应的BAAI/bge-reranker-v2-m3Cross-Encoder 重排模型进行精细重排，搜索命中率与相关性提升极为显著！另外，我们对桌面端界面进行了全方位改版重构，专属侧边栏搭配更通透的内容视窗，让工作区更大、更专注。English: This release brings a major upgrade to the recall and ranking quality of both AI Vector Search and Similar Repository Recommendations. We highly recommend configuring the free
BAAI/bge-m3embedding model on SiliconFlow — when reranking is enabled, the app automatically coordinates with the matchingBAAI/bge-reranker-v2-m3Cross-Encoder model for fine-grained ranking, yielding substantially better search accuracy! Furthermore, the desktop interface shell has been redesigned with dedicated context sidebars and expanded viewing areas, giving you a significantly larger and more immersive workspace.
📸 Previews / 界面截图
| 向量搜索模型配置 (Vector Search Settings) | 桌面端全新工作区与语义搜索 (Workspace & Semantic Search) |
|---|---|
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🚀 Key Improvements / 主要特性与更新
1. Vector Search & Similar Repository Ranking Upgrade / 向量搜索与相似仓库推荐大升级 (#505, [#507])
- EN:
- Vector Ranking without Reindexing: Query pipeline now features query-intent analysis, dual dense recall (raw + ideal descriptions), local lexical & structured recall, Grouped Reciprocal Rank Fusion (RRF), optional SiliconFlow Cross-Encoder (
BAAI/bge-reranker-v2-m3), and graded LLM reranking (#505). - Source-Profile Similarity Recommendations: Substantially enhances similar-repository recall quality by combining source profile extraction with dense peer matching and lexical filtering (#507).
- ZH:
- 免重建索引的向量搜索重排优化：全新查询理解流水线引入意图分析、Raw + Ideal 密集向量双路召回、本地词法与结构化多路召回、Grouped RRF 融合，并原生支持硅基流动 Cross-Encoder（
BAAI/bge-reranker-v2-m3）及 LLM 智能重排，原有向量索引完全向下兼容无须重建 (#505)。 - 源画像相似仓库推荐：基于源仓库特征画像与同类密集检索构建推荐流水线，显著提升相似仓库的准确度与契合度 (#507)。
2. Refined Desktop Workspace Shell / 桌面端全新工作区布局 (#524)
- EN:
- Rebuilt desktop workspace shell with route-owned context sidebars for Repositories, Releases, Forks, Gists, Discovery, and Settings.
- Expands usable workspace width, standardizes content grid, and unifies toolbars, filters, spacing, dialogs, and themes.
- ZH:
- 重构桌面端工作区布局，为仓库、发布、Fork、Gist、发现、设置提供专属上下文侧边栏。
- 极大拓展内容可视区域，统一全局网格规范、筛选栏、弹窗与暗黑/明亮主题视觉质感 (#524)。
3. AI Semantic Search in Discovery / 发现页仓库搜索新增 AI 语义搜索 (#494)
- EN: Discovery repository search now supports "AI Semantic Search" mode with multilingual query expansion, documentation/markdown recall, and LLM curated results (#494).
- ZH: 发现页「仓库搜索」新增「AI 语义搜索」模式，支持多语言关键词意图扩展、文档域优先召回与 LLM 智能筛选精选 (#494)。
4. Stability, Security & Bug Fixes / 稳定性、安全性与问题修复 (#481, [#495], [#498], [#504], [#526], [#527])
- EN:
- Windows Tray Restore Freeze Fixed: Deferred window hiding on minimize-to-tray to avoid frozen windows upon tray restore on Windows (#527, fixes [#522]).
- Network Timeout & Retry: Added 30s timeout and exponential backoff retry to GitHub API requests, preventing the sync button from hanging after laptop sleep or network loss; added "Relaunch App" in tray menu (#526, fixes [#523]).
- Fullstack Docker CSP Fix: Resolved blank screen on full-stack Docker SPA deployments under strict CSP and plain-HTTP (#481, fixes [#480]).
- Security & Vulnerabilities: Addressed CodeQL code scanning alerts, patched
undici(CVE-2026-109869),hono, andfollow-redirects(#495, [#498], [#504]). - ZH:
- 修复 Windows 托盘恢复卡死：优化托盘最小化调度机制，彻底解决 Windows 上从系统托盘恢复窗口卡死的问题 (#527，修复 [#522])。
- 网络超时与断网重试：为 GitHub API 请求增加 30 秒超时及指数退避重试，杜绝休眠或断网后刷新按钮一直被禁用的问题；托盘菜单新增「重启应用」快捷项 (#526，修复 [#523])。
- 全栈 Docker 容器白屏修复：修复全栈 Docker 容器在 Helmet CSP 和纯 HTTP 局域网访问下由于脚本哈希与协议重写导致白屏的问题 (#481，修复 [#480])。
- 安全漏洞处置：修复 CodeQL 代码安全扫描存量告警，升级
undici（修复 CVE-2026-109869）、hono与follow-redirects(#495, [#498], [#504])。
5. Dependency Updates / 依赖升级
- Upgraded Electron 45, Zustand 5, Better-SQLite3 13, Parse5 8, Date-fns 4, Mermaid 12, ESLint 10, Vitest 5.0.5, Wrangler 4.152.0, and more (#482-#493, [#499]-#503, [#509]-#520, [#525]).
📦 Pull Requests Included in v0.8.8 / 包含的 PR 详情
| PR | 标题 / Title | 描述 / Description | 作者 / Author |
|---|---|---|---|
| [#481] | fix(server): unblock full-stack SPA startup under helmet CSP | 修复全栈 Docker 镜像因 CSP 拦截与协议强制升级导致的白屏问题 | @AmintaCCCP |
| [#494] | feat(discovery): 发现页仓库搜索新增 AI 语义搜索 | 发现页仓库搜索支持多语言 AI 语义意图搜索与精选排序 | @AmintaCCCP |
| [#495] | fix(server): bump hono and follow-redirects overrides | 升级 hono 与 follow-redirects 修复依赖安全告警 | @AmintaCCCP |
| [#498] | fix: code scanning 存量告警处置 v2 | 处置存量 CodeQL 扫描告警，加固 RPC 与防护 | @AmintaCCCP |
| [#504] | fix(deps): override undici to ^7.30.1 | 修复 undici 依赖中的 CVE-2026-109869 漏洞 | @AmintaCCCP |
| [#505] | feat(search): improve vector ranking without reindexing | 全面优化向量搜索排序，免重建索引支持 SiliconFlow 重排 | @AmintaCCCP |
| [#507] | feat(search): improve similar-repository recall | 源画像流水线优化相似仓库推荐召回质量 | @AmintaCCCP |
| [#524] | feat(ui): refine desktop workspace shell | 全面重构桌面端工作区布局，独立上下文侧栏并拓宽视窗 | @AmintaCCCP |
| [#526] | fix(githubApi): add fetch timeout | 增加请求超时与重试，彻底解决断网/休眠导致的同步卡死问题 | @AmintaCCCP |
| [#527] | fix(desktop): defer minimize-to-tray hide | 解决 Windows 最小化到托盘后恢复窗口卡死故障 | @AmintaCCCP |
| [#482]-#493, [#499]-#503, [#509]-#520, [#525] | build(deps): various dependency bumps | 升级 Electron 45, Zustand 5, Better-SQLite3 13 等依赖 | @dependabot[bot] |
(注：本次发版所包含的 PR 均由作者 @AmintaCCCP 与依赖维护机器人完成，暂无外部个人贡献者提交的合并 PR。感谢所有关注与使用本项目的开发者！)
💻 Desktop Downloads / 桌面端安装包
各平台桌面客户端安装包在下方 Assets 中获取：
- Windows:
GitHub.Stars.Manager.Setup.0.8.8.exe - macOS (Apple Silicon):
GitHub.Stars.Manager-0.8.8-arm64.dmg - macOS (Intel):
GitHub.Stars.Manager-0.8.8.dmg - Linux:
GitHub.Stars.Manager-0.8.8.AppImage
Full Changelog: https://github.com/AmintaCCCP/GithubStarsManager/compare/v0.8.7...v0.8.8
