# 📊 每日采集报告 — 2026-07-08

> 自动生成于 2026-07-08 18:00（北京时间） · 58 条新内容
>
> 数据源：AI HOT 精选 · GitHub Trending · 少数派 · Hacker News

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拉取精选 (since=2026-07-07T10:00:01Z)
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  拉取日报
    日报: 2026-07-08 (24+0)
## 🤖 AI HOT 精选资讯

> 今日精选暂无数据

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### 📋 AI HOT 日报 · 2026-07-08
> 日报含 24 条精选 + 0 条快讯，查看完整版：https://aihot.virxact.com

搜索 [AI / AI工具]: claude+AI+agent
    新增 5 个
  搜索 [AI / AI工具]: llm+framework+mcp+language:python
    新增 0 个
  搜索 [微信小游戏]: wechat+mini+game+cocos
    新增 0 个
  搜索 [微信小游戏]: game+AI+agent+language:python
    新增 0 个
  搜索 [自律 / 学习]: productivity+tool+open+source+language:python
    新增 0 个
  搜索 [学习 / 成长]: knowledge+management+tool+language:python
    新增 0 个
  搜索 [Skill 推荐]: claude+code+skill
    新增 8 个
  搜索 [Skill 推荐]: agent+skill+awesome
    新增 0 个
  搜索 [Skill 推荐]: AI+coding+agent+skill+framework
    新增 0 个
  搜索 [个人关注]: user:xiaolai
    新增 0 个
## 🔧 GitHub 新项目

### AI / AI工具（5 个新仓库）

- **[ai4s-research/open-science](https://github.com/ai4s-research/open-science)** ⭐344
  > Open Science — an open AI workbench for scientists. Open-source alternative to Claude Science: local-first, model-agnostic, reproducible AI research desktop (macOS & Windows), buil
  🔧 TypeScript | 🏷️ `ai-agent` `ai-for-science` `ai-scientist` `ai4s`

- **[pillar-labs/sail-skill](https://github.com/pillar-labs/sail-skill)** ⭐116
  > SAIL V2 (Secure AI Lifecycle) as an agent skill — the full 91-risk catalog for AI/agent gap assessments, security roadmaps, and compliance checklists. Installs on Claude Code, Code
  🔧 None | 🏷️ `agent-skills` `agentic-ai` `ai-security` `claude-code`

- **[jvogan/a-fable-of-codexes](https://github.com/jvogan/a-fable-of-codexes)** ⭐36
  > Claude Code skills that make Claude (Fable) the conductor of AI worker fleets: many parallel OpenAI Codex workers plus Opus design agents, organized into campaigns, waves, squads, 
  🔧 Python | 🏷️ `agent-orchestration` `agent-skills` `agentic-coding` `ai-agents`

- **[epilande/ccmux](https://github.com/epilande/ccmux)** ⭐33
  > 🔮 Track all your AI coding agents (Claude Code, Codex, Cursor, ...) in tmux and jump to the one that needs you
  🔧 TypeScript | 🏷️ `ai-agents` `bun` `claude` `claude-code`

- **[kevintsai1202/deep-memory](https://github.com/kevintsai1202/deep-memory)** ⭐31
  > A self-evolving knowledge accumulation & hybrid retrieval system for AI coding agents (Claude Code / Codex / etc.)
  🔧 Python | 🏷️ 


### Skill 推荐（7 个）

- **[Kulaxyz/token-diet](https://github.com/Kulaxyz/token-diet)** ⭐560
  > Always-on token-efficiency skill for coding agents (Claude Code, Codex, Cursor, Windsurf, Cline). ~31% lower bill on average, no loss of correctness.
  🔧 Shell | 🏷️ 

- **[Neeeophytee/finding-unknowns-skills](https://github.com/Neeeophytee/finding-unknowns-skills)** ⭐117
  > 8 installable skills for Claude Code and OpenAI Codex, for finding your unknowns before they get expensive: blindspot pass, brainstorms, interviews, references, plans, notes, pitch
  🔧 None | 🏷️ `agent-skills` `ai-agents` `claude` `claude-code`

- **[aleclindz/seo-skill-bench](https://github.com/aleclindz/seo-skill-bench)** ⭐111
  > Open benchmark for Claude Code SEO skills — real headless execution against fixture sites with planted-defect answer keys. Deterministic scoring, pre-registered rubric.
  🔧 JavaScript | 🏷️ 

- **[programmerloverun/bilibili-to-doc](https://github.com/programmerloverun/bilibili-to-doc)** ⭐103
  > 🎬 哔哩哔哩视频转文档 | Claude Code Skill: 自动将B站视频AI字幕提取为结构化Markdown文档
  🔧 None | 🏷️ `ai-tools` `bilibili` `bilibili-downloader` `claude-code`

- **[oso95/scroll-world](https://github.com/oso95/scroll-world)** ⭐101
  > Claude Code skill/plugin: immersive scroll-scrubbed 'fly through the world' landing pages generated with Higgsfield (Emons-style diorama flights, seamless connectors, portable scru
  🔧 JavaScript | 🏷️ 

- **[markfulton/claude-antigravity-agents](https://github.com/markfulton/claude-antigravity-agents)** ⭐86
  > A Claude Code skill that delegates coding, review, analysis, and research jobs to Google Antigravity CLI (agy) sub-agents — save tokens, use a second model, work in parallel.
  🔧 None | 🏷️ `agentic` `ai-agents` `anthropic` `antigravity`

- **[KyrieCheungYep/ky-markdown-rebuilder](https://github.com/KyrieCheungYep/ky-markdown-rebuilder)** ⭐68
  > A Codex / Claude Code skill for rebuilding visually complex documents into page-aligned Markdown.
  🔧 Python | 🏷️

抓取: 少数派
  抓取: Hacker News
## 📰 RSS 补充

### 少数派（10 条）

- **[我的出行好伙伴，用 iPhone 一站式解决旅途痛点](https://sspai.com/post/112044)**
  > 暑期将至，许多「大朋友、小朋友」都会选择在最近两个月内出游。在旅行的过程中，我们难免会遇到各种各样的问题，也会遇到各种各样令人心烦的琐事。如果你恰好在使用iPhone，不妨看看我如何从出发前、在路上、 ...查看全文
- **[好的桌面需要设备，更需要灯光：明基×少数派线下店体验空间升级](https://sspai.com/post/110993)**
  > 如果你最近正在考虑升级自己的桌面，或者想体验墨水屏显示器、屏幕挂灯、阅读灯在真实环境下的使用效果，欢迎来到少数派深圳线下体验店，坐下来试试看。查看全文
- **[派早报：Nothing Ear (3a) 发布、Meta 推出 Muse 图像生成模型等](https://sspai.com/post/112049)**
  > Google Voice 推出付费订阅方案并调整 Android 设备备份策略等。查看全文
- **[家庭饮品 DIY 指南（二）：常用液体物料推荐](https://sspai.com/prime/story/home-made-beverages-2)**
  > 往期文章：（一）工欲善其事，必先利其器这一篇我来跟大家聊聊各类物料的选择方法。虽然是选择方法，但我依旧建议大家买少量的物料尝试一下口感，多找一些同类产品对比，找一个自己喜欢的口感的产品作为原料。另外会 ...查看全文本文为会员文章，出自《单篇文章》，订阅后可阅读全文。
- **[社区速递 148 | 派友的全屋智能实操、水月雨布丁耳机与MUJI可调节毛巾枕](https://sspai.com/post/112017)**
  > 除了首页时间流和侧栏的精选展位，少数派Matrix社区还有很多优秀内容因条件所限无法得到有效曝光，因此我们决定重启Matrix周报，并在此基础上添加更多社区内容、作者投稿新玩意呈现给大家。上周社区速递 ...查看全文
- **[用 Option 给 macOS 操作加点料](https://sspai.com/post/73385)**
  > Option 做的就和它图标 ⌥ 所展示的那样——展示菜单和选项的另一面。查看全文
- **[新手日记的「为什么」与「写什么」](https://sspai.com/post/111655)**
  > 如何迈出日常写作的第一步？查看全文
- **[派早报：Xbox 启动史上最大的业务重组计划等](https://sspai.com/post/112010)**
  > 少数派的近期动态声擎×少数派｜「角落新声」征文活动已经启动。投稿赚音箱少数派×AKKO联合共创带屏键盘计划于7月9日开启。预约直播你可能错过的文章自动给文章术语加百科链接，这个方案一分钟搞定iPhon ...查看全文
- **[派评 | 近期值得关注的 App](https://sspai.com/post/111999)**
  > >下载少数派2.0客户端、关注少数派公众号，解锁全新阅读体验📰>实用、好用的正版软件，少数派为你呈现🚀查看全文
- **[iPhone Air 当主力机用了三个多月后，我为什么还是换不掉它](https://sspai.com/post/111113)**
  > 但恰恰是这些取舍让我重新开始思考：什么才是真正重要的体验。查看全文

### Hacker News（12 条）

- **[Decoding the obfuscated bash script on a Uniqlo t-shirt](https://tris.sherliker.net/blog/obfuscated-self-evaluating-bash-script-by-cdn-akamai-being-supplied-to-consumers-via-retail-stores/)**
  > Article URL: https://tris.sherliker.net/blog/obfuscated-self-evaluating-bash-script-by-cdn-akamai-being-supplied-to-consumers-via-retail-stores/
Comments URL: https://news.ycombinator.com/item?id=4882
- **[The space bit of SpaceX is worth $8 a share, says Morgan Stanley](https://www.ft.com/content/09a62ed4-16af-433c-adb7-c877d1975388)**
  > Article URL: https://www.ft.com/content/09a62ed4-16af-433c-adb7-c877d1975388
Comments URL: https://news.ycombinator.com/item?id=48828648
Points: 29
# Comments: 24
- **[GitLost: We Tricked GitHub's AI Agent into Leaking Private Repos](https://noma.security/blog/gitlost-how-we-tricked-githubs-ai-agent-into-leaking-private-repos/)**
  > Article URL: https://noma.security/blog/gitlost-how-we-tricked-githubs-ai-agent-into-leaking-private-repos/
Comments URL: https://news.ycombinator.com/item?id=48827858
Points: 174
# Comments: 68
- **[How to Build a Minimal ZFS NAS Without Synology, QNAP, TrueNAS (2024)](https://neil.computer/notes/how-to-setup-minimal-zfs-nas-without-truenas/)**
  > Article URL: https://neil.computer/notes/how-to-setup-minimal-zfs-nas-without-truenas/
Comments URL: https://news.ycombinator.com/item?id=48827325
Points: 193
# Comments: 113
- **[Copy That Floppy – Cambridge guide for preserving data from fragile floppy disks](https://www.digipres.org/the-floppy-guide/)**
  > Article URL: https://www.digipres.org/the-floppy-guide/
Comments URL: https://news.ycombinator.com/item?id=48827092
Points: 75
# Comments: 19
- **[LineageOS Statistics](https://stats.lineageos.org)**
  > Article URL: https://stats.lineageos.org
Comments URL: https://news.ycombinator.com/item?id=48826329
Points: 91
# Comments: 49
- **[Show HN: Chiptune Radio](https://chiptune-radio.alephvoid.com/)**
  > I built a chiptune song generator and its broadcasting algorithmically generated chiptune music.

Comments URL: https://news.ycombinator.com/item?id=48826094
Points: 48
# Comments: 12
- **[Tenda firmware (multiple versions) contains hidden authentication backdoor](https://kb.cert.org/vuls/id/213560)**
  > Article URL: https://kb.cert.org/vuls/id/213560
Comments URL: https://news.ycombinator.com/item?id=48825749
Points: 210
# Comments: 65
- **[Structure and Interpretation of Computer Programs Video Lectures (1986)](https://ocw.mit.edu/courses/6-001-structure-and-interpretation-of-computer-programs-spring-2005/video_galleries/video-lectures/)**
  > Article URL: https://ocw.mit.edu/courses/6-001-structure-and-interpretation-of-computer-programs-spring-2005/video_galleries/video-lectures/
Comments URL: https://news.ycombinator.com/item?id=48825664
- **[GAO: DOE Is Prematurely Excluding Less Expensive Options for Nuclear Cleanup](https://www.gao.gov/products/gao-26-108193)**
  > Article URL: https://www.gao.gov/products/gao-26-108193
Comments URL: https://news.ycombinator.com/item?id=48824826
Points: 203
# Comments: 96
- **[Every new car sold in the European Union must include a driver monitoring camera](https://allaboutcookies.org/eu-mandatory-distracted-driver-system)**
  > Article URL: https://allaboutcookies.org/eu-mandatory-distracted-driver-system
Comments URL: https://news.ycombinator.com/item?id=48823557
Points: 638
# Comments: 806
- **[Show HN: Davit, a Apple Containers UI](https://davit.app)**
  > Mostly vibe-coded Apple Containers front-end that I'd like to use myself. But if others want to use it, here's the source code.

Comments URL: https://news.ycombinator.com/item?id=48821848
Points: 308

---

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