报告生成时间 · 2026-06-07 09:00:38
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GitHub 每日 Trending 深度报告

本报告聚合 GitHub 每日上升最快的 10 个开源项目，包含项目介绍、特点标签、语言占比及近 7 天合并 PR 中文化解读。

监控项目数 10个
今日新增 Star 总和 4,408+
近 7 天合并 PR 总数 58个
数据来源 GitHub Trending + REST API
1
lfnovo/open-notebook
🔥 今日 +794 ⭐ 26,620 🍴 3,042
项目介绍

（自动本地化）An Open Source implementation of Notebook LM with more flexibility and features

An Open Source implementation of Notebook LM with more flexibility and features
基本信息
所属组织lfnovo
主要语言TypeScript
开源协议MIT
创建时间2024-10-21（约 1 年前）
最后更新2026-06-04
开放 Issue150 个
技术标签
assistantlearningnote-takingnotebooknotes-appself-learning
项目特点
开源协议: MIT
语言占比
TypeScript 64.6%Python 33.6%Jinja 0.9%Makefile 0.3%CSS 0.3%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 1 位贡献者。改动类型分布：🐛 缺陷修复 3 个、🔧 杂项维护 2 个、✨ 新功能 2 个、📝 文档更新 1 个。
编号标题作者 / 时间
#842
[🐛 缺陷修复] expose OpenRouter embedding modality (closes #717)
fix(providers): expose OpenRouter embedding modality (closes #717)
 @lfnovo
2026-06-03
#841
[🔧 杂项维护] 升级 GitHub Actions to Node 24 versions
chore(ci): bump GitHub Actions to Node 24 versions
 @lfnovo
2026-06-02
#840
[🐛 缺陷修复] retry npm ci to survive transient registry ECONNRESETs
fix(docker): retry npm ci to survive transient registry ECONNRESETs
 @lfnovo
2026-06-02
#836
[🔧 杂项维护] 1.9.0
chore(release): 1.9.0
 @lfnovo
2026-06-02
#839
[📝 文档更新] sync README provider matrix with 1.9.0 audio providers
docs: sync README provider matrix with 1.9.0 audio providers
 @lfnovo
2026-06-02
#838
[🐛 缺陷修复] use a real speech clip for STT connection 测试
fix: use a real speech clip for STT connection tests
 @lfnovo
2026-06-02
#835
[✨ 新功能] complete audio matrix (Google/Vertex TTS, Google/ElevenLabs STT)
feat: complete audio matrix (Google/Vertex TTS, Google/ElevenLabs STT)
 @lfnovo
2026-06-02
#834
[✨ 新功能] expose new audio providers (Mistral STT/TTS, Deepgram TTS, xAI TTS)
feat: expose new audio providers (Mistral STT/TTS, Deepgram TTS, xAI TTS)
 @lfnovo
2026-06-02
2
obra/superpowers
🔥 今日 +700 ⭐ 219,660 🍴 19,545
项目介绍

（自动本地化）An agentic skills framework & software development methodology that works.

An agentic skills framework & software development methodology that works.
基本信息
所属组织obra
主要语言Shell
开源协议MIT
创建时间2025-10-09（约 8 个月前）
最后更新2026-06-03
开放 Issue262 个
项目特点
超头部项目 10w+ ⭐社区活跃开源协议: MIT
语言占比
Shell 66.4%JavaScript 24.8%HTML 3.3%Python 2.8%TypeScript 2.1%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 6 位贡献者。改动类型分布：🐛 缺陷修复 3 个、✨ 新功能 2 个、📝 文档更新 2 个、🔀 其他改动 1 个。
编号标题作者 / 时间
#1065
[✨ 新功能] 新增 TDD RED evidence to implementer report format
feat(subagent-dev): add TDD RED evidence to implementer report format
 @mvanhorn
2026-06-01
#1555
[🐛 缺陷修复] cap WebSocket frame payloads
fix(brainstorming): cap WebSocket frame payloads
 @therahul-yo
2026-06-02
#1676
新增 shell lint script
Add shell lint script
 @arittr
2026-06-02
#1673
[✨ 新功能] 新增 Kimi Code 插件 manifest
feat: add Kimi Code plugin manifest
 @wbxl2000
2026-06-02
#1678
[📝 文档更新] trim polyglot hook implementation copy
docs(windows): trim polyglot hook implementation copy
 @arittr
2026-06-01
#1661
[📝 文档更新] 更新 polyglot-hooks.md to match current run-hook.cmd
docs(windows): update polyglot-hooks.md to match current run-hook.cmd
 @arimu1
2026-06-01
#1655
[🐛 缺陷修复] foreground mode saves node PID and clears OWNER_PID on Windows/MSYS2
fix: foreground mode saves node PID and clears OWNER_PID on Windows/MSYS2
 @nestorluiscamachopaz
2026-06-01
#1665
[🐛 缺陷修复] detect remote platform before creating PR/MR
fix(finishing-a-development-branch): detect remote platform before creating PR/MR
 @arimu1
2026-06-01
3
Panniantong/Agent-Reach
🔥 今日 +683 ⭐ 22,328 🍴 1,907
项目介绍

（自动本地化）Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
基本信息
所属组织Panniantong
主要语言Python
开源协议MIT
创建时间2026-02-24（约 3 个月前）
最后更新2026-05-18
开放 Issue53 个
技术标签
agent-infrastructureai-agentai-searchautomationbilibiliclaude-codeclicursorfree-apillm-toolsmcppython
项目特点
新生项目开源协议: MIT
语言占比
Python 94.7%Shell 5.3%
近 7 天合并 PR（共 0 个，展示前 8）
近 7 天暂无合并 PR 记录
4
CopilotKit/CopilotKit
🔥 今日 +631 ⭐ 33,214 🍴 4,242
项目介绍

（自动本地化）The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol

The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol
基本信息
所属组织CopilotKit
主要语言TypeScript
开源协议MIT
创建时间2023-06-19（约 2 年前）
最后更新2026-06-06
开放 Issue532 个
技术标签
agentagent-nativeagentic-aiagentsaiai-agentai-assistantassistantassistant-chat-botscopilotcopilot-chatgenerative-ui
项目特点
明星项目 3w+ ⭐AI / 大模型相关开源协议: MIT
语言占比
TypeScript 79.3%MDX 8.2%Python 6.4%CSS 1.3%C# 0.8%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 2 位贡献者。改动类型分布：🐛 缺陷修复 4 个、✨ 新功能 3 个、🔀 其他改动 1 个。
编号标题作者 / 时间
#5305
diag(showcase): ungated x-diag-probe (thread+ctx) to localize native-tool context loss
diag(showcase): ungated x-diag-probe (thread+ctx) to localize native-tool context loss
 @jpr5
2026-06-06
#5294
[🐛 缺陷修复] restore sandboxed-UI jsFunctions in D6 gen-ui-open-advanced fixtures
fix(showcase): restore sandboxed-UI jsFunctions in D6 gen-ui-open-advanced fixtures
 @jpr5
2026-06-06
#5292
[🐛 缺陷修复] gate LGP AAPL tool-rendering fixture on toolName not hasToolResult
fix(showcase): gate LGP AAPL tool-rendering fixture on toolName not hasToolResult
 @jpr5
2026-06-06
#5304
[✨ 新功能] CVDIAG diagnostic instrumentation for x-aimock-context / CV-rung propagation
feat(showcase): CVDIAG diagnostic instrumentation for x-aimock-context / CV-rung propagation
 @jpr5
2026-06-06
#5301
[🐛 缺陷修复] correct Threads locked-state license command to `copilotkit license`
fix(examples): correct Threads locked-state license command to `copilotkit license`
 @BenTaylorDev
2026-06-06
#5291
[🐛 缺陷修复] run D5 as "D6 take-one" to 修复 systemic D5 dashboard reds
fix(showcase): run D5 as "D6 take-one" to fix systemic D5 dashboard reds
 @jpr5
2026-06-06
#5288
[✨ 新功能] mount /API/probes trigger endpoint on the fleet control-plane
feat(showcase): mount /api/probes trigger endpoint on the fleet control-plane
 @jpr5
2026-06-05
#5287
[✨ 新功能] run e2e_smoke/e2e_demos/e2e_deep browser families on the fleet
feat(showcase): run e2e_smoke/e2e_demos/e2e_deep browser families on the fleet
 @jpr5
2026-06-05
5
MemPalace/mempalace
🔥 今日 +446 ⭐ 54,286 🍴 7,110
项目介绍

（自动本地化）The best-benchmarked open-source AI memory system. And it's free.

The best-benchmarked open-source AI memory system. And it's free.
基本信息
所属组织MemPalace
主要语言Python
开源协议MIT
创建时间2026-04-05（约 2 个月前）
最后更新2026-06-06
开放 Issue575 个
技术标签
aichromadbllmmcpmemorypython
项目特点
明星项目 3w+ ⭐社区活跃新生项目AI / 大模型相关开源协议: MIT
语言占比
Python 94.5%HTML 2.0%CSS 1.4%Shell 0.9%Vue 0.6%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 2 位贡献者。改动类型分布：🔧 CI/CD 2 个、🐛 缺陷修复 2 个、🔀 其他改动 1 个、🚀 版本发布 1 个、🔧 杂项维护 1 个、✨ 新功能 1 个。
编号标题作者 / 时间
#1679
新增 pluggable vector backends
Add pluggable vector backends
 @igorls
2026-06-06
#1706
发布 v3.4.0 — promote develop to main
Release v3.4.0 — promote develop to main
 @igorls
2026-06-06
#1709
[🔧 CI/CD] 构建 + publish in one job (修复 BlobNotFound artifact handoff)
ci(publish): build + publish in one job (fix BlobNotFound artifact handoff)
 @igorls
2026-06-06
#1707
[🐛 缺陷修复] wrap bare-str OneOrMany inputs before embedding
fix(backends): wrap bare-str OneOrMany inputs before embedding
 @igorls
2026-06-06
#1708
[🔧 CI/CD] 新增 workflow_dispatch manual trigger
ci(publish): add workflow_dispatch manual trigger
 @igorls
2026-06-06
#1705
[🔧 杂项维护] 3.4.0
chore(release): 3.4.0
 @igorls
2026-06-06
#1675
[🐛 缺陷修复] strip leading/trailing separators in normalize_wing_name
fix(config): strip leading/trailing separators in normalize_wing_name
 @M8SON
2026-06-06
#1702
[✨ 新功能] mempalace migrate-wings — normalize legacy wing names (#1675 follow-up)
feat(migrate): mempalace migrate-wings — normalize legacy wing names (#1675 follow-up)
 @igorls
2026-06-06
6
mvanhorn/last30days-skill
🔥 今日 +439 ⭐ 28,814 🍴 2,440
项目介绍

（自动本地化）AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary
基本信息
所属组织mvanhorn
主要语言Python
开源协议MIT
创建时间2026-01-23（约 4 个月前）
最后更新2026-06-06
开放 Issue102 个
技术标签
ai-promptsai-skillblueskyclaudeclaude-codeclawhubdeep-researchhackernewsinstagramopenclawpolymarketrecency
项目特点
新生项目开源协议: MIT
语言占比
Python 98.3%Shell 1.1%HTML 0.6%
近 7 天合并 PR（共 3 个，展示前 8）
近 7 天共合并 3 个 PR，涉及 1 位贡献者。改动类型分布：🔧 杂项维护 2 个、🐛 缺陷修复 1 个。
编号标题作者 / 时间
#485
[🔧 杂项维护] v3.3.2
chore(release): v3.3.2
 @mvanhorn
2026-06-06
#484
[🐛 缺陷修复] relevance-aware comment-enrichment slot selection in keyless path
fix(reddit): relevance-aware comment-enrichment slot selection in keyless path
 @mvanhorn
2026-06-06
#465
[🔧 杂项维护] 移除 dev artifacts from installer scan surface
chore: remove dev artifacts from installer scan surface
 @mvanhorn
2026-06-01
7
openai/plugins
🔥 今日 +213 ⭐ 1,774 🍴 256
项目介绍

（自动本地化）OpenAI Plugins

OpenAI Plugins
基本信息
所属组织openai
主要语言JavaScript
开源协议未声明
创建时间2026-03-04（约 3 个月前）
最后更新2026-06-06
开放 Issue28 个
项目特点
新生项目
语言占比
JavaScript 58.9%Python 32.8%Standard ML 2.0%Shell 1.4%HTML 1.0%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 7 位贡献者。改动类型分布：🔀 其他改动 8 个。
编号标题作者 / 时间
#320
升级 S&P Global 插件 版本
Bump S&P Global plugin version
 @ericning-o
2026-06-06
#310
[codex] 新增 Gmail self-delivery guidance
[codex] Add Gmail self-delivery guidance
 @ax-openai
2026-06-06
#319
[codex] Revert 插件 category 更新 until Monday
[codex] Revert plugin category update until Monday
 @jameswt-oai
2026-06-06
#303
更新 插件 categories
Update plugin categories
 @ericning-o
2026-06-06
#318
Updating Metabase skills
Updating Metabase skills
 @perivamsi
2026-06-05
#316
升级 Google Drive 插件 版本
Bump Google Drive plugin version
 @Aismit
2026-06-05
#317
新增 MagicPath Codex 插件
Add MagicPath Codex plugin
 @cching-openai
2026-06-05
#313
更新 S&P to SP Global
Update S&P to SP Global
 @ashwinm-oai
2026-06-04
8
santifer/career-ops
🔥 今日 +193 ⭐ 49,355 🍴 10,205
项目介绍

（自动本地化）AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.

AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.
基本信息
所属组织santifer
主要语言JavaScript
开源协议MIT
创建时间2026-04-04（约 2 个月前）
最后更新2026-06-03
开放 Issue150 个
技术标签
ai-agentanthropicautomationcareercareeropsclaudeclaude-codecligolanginterview-prepjob-searchopen-source
项目特点
明星项目 3w+ ⭐社区活跃新生项目开源协议: MIT
语言占比
JavaScript 62.7%Go 28.9%Shell 4.8%HTML 2.3%TeX 1.0%
近 7 天合并 PR（共 7 个，展示前 8）
近 7 天共合并 7 个 PR，涉及 7 位贡献者。改动类型分布：🐛 缺陷修复 4 个、✨ 新功能 2 个、✅ 测试改进 1 个。
编号标题作者 / 时间
#731
[🐛 缺陷修复] normalize arrows, middots, and currency symbols for ATS extraction
fix(pdf): normalize arrows, middots, and currency symbols for ATS extraction
 @Wizarck
2026-06-03
#761
[🐛 缺陷修复] make tracker report links relative to the tracker file (#760)
fix: make tracker report links relative to the tracker file (#760)
 @akshat-agarwal-aks
2026-06-03
#768
[✅ 测试改进] cover cadence helpers without running CLI on import
test(followup-cadence): cover cadence helpers without running CLI on import
 @priyanshbarodia-boop
2026-06-02
#755
[🐛 缺陷修复] raise Ashby provider timeout + 新增 backoff retry
fix(scan): raise Ashby provider timeout + add backoff retry
 @krispowersei
2026-06-02
#708
修复 personal data leak 测试 warnings
Fix personal data leak test warnings
 @SparshGarg999
2026-06-02
#715
[✨ 新功能] make PDF auto-generation configurable via auto_pdf_score_threshold
feat: make PDF auto-generation configurable via auto_pdf_score_threshold
 @ageem23
2026-06-02
#653
[✨ 新功能] 新增 Workable, SmartRecruiters, Recruitee ATS parsers
feat(scan): add Workable, SmartRecruiters, Recruitee ATS parsers
 @jrojomartinez
2026-06-02
9
aquasecurity/trivy
🔥 今日 +159 ⭐ 36,000 🍴 454
项目介绍

（自动本地化）Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more

Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more
基本信息
所属组织aquasecurity
主要语言Go
开源协议Apache-2.0
创建时间2019-04-11（约 7 年前）
最后更新2026-06-05
开放 Issue245 个
技术标签
containersdevsecopsdockergogolanghacktoberfestiacinfrastructure-as-codekubernetesmisconfigurationsecuritysecurity-tools
项目特点
明星项目 3w+ ⭐老牌项目开源协议: Apache-2.0
语言占比
Go 99.4%Go Template 0.3%Shell 0.2%Mustache 0.0%Yacc 0.0%
近 7 天合并 PR（共 8 个，展示前 8）
近 7 天共合并 8 个 PR，涉及 5 位贡献者。改动类型分布：🔧 杂项维护 3 个、🐛 缺陷修复 2 个、📝 文档更新 1 个、✅ 测试改进 1 个、🔧 CI/CD 1 个。
编号标题作者 / 时间
#10803
[🔧 杂项维护] 升级 the github-actions group across 1 directory with 11 更新
chore(deps): bump the github-actions group across 1 directory with 11 updates
 @dependabot[bot]
2026-06-05
#10797
[🔧 杂项维护] 升级 the common group with 4 更新
chore(deps): bump the common group with 4 updates
 @dependabot[bot]
2026-06-05
#10796
[🔧 杂项维护] 升级 the aws group with 4 更新
chore(deps): bump the aws group with 4 updates
 @dependabot[bot]
2026-06-05
#10431
[🐛 缺陷修复] use random suffix for process temp directory instead of PID
fix: use random suffix for process temp directory instead of PID
 @dcoppa
2026-06-05
#10784
[📝 文档更新] 更新 signature verification for deb and rpm packages
docs: update signature verification for deb and rpm packages
 @andi4000
2026-06-05
#10788
[🐛 缺陷修复] lookup origin layer for custom resources in merged layers
fix(image): lookup origin layer for custom resources in merged layers
 @nimitjohri
2026-06-05
#10760
[✅ 测试改进] 修复 flaky containerd integration 测试
test: fix flaky containerd integration test
 @nikpivkin
2026-06-04
#10774
[🔧 CI/CD] 升级 GoReleaser to v2.16.0
ci: bump GoReleaser to v2.16.0
 @nikpivkin
2026-06-04
10
openai/whisper
🔥 今日 +150 ⭐ 101,862 🍴 12,440
项目介绍

（自动本地化）Robust Speech Recognition via Large-Scale Weak Supervision

Robust Speech Recognition via Large-Scale Weak Supervision
基本信息
所属组织openai
主要语言Python
开源协议MIT
创建时间2022-09-16（约 3 年前）
最后更新2026-04-15
开放 Issue125 个
项目特点
超头部项目 10w+ ⭐社区活跃开源协议: MIT
语言占比
Python 100.0%
近 7 天合并 PR（共 0 个，展示前 8）
近 7 天暂无合并 PR 记录
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