日报 · 2026-10-11
GitHub 新星 · 汇总 2026-10-11 新收录项目
当日新增收录 49 个项目
覆盖日期：2026-10-11 · 北京时间
发布时间：2026/10/12 08:00:16
本刊有 1 个项目已不可公开，相关条目已隐藏。
部分来源已不可公开，本期文章将按其余项目修订后重新展示。下方为已保存的项目资料。
本期项目资料
收录数按本期首次达标收录的项目统计。
- marclou/mailcheapJavaScript · 767 Stars
邮件发送、订阅管理、统计报告
Stars 统计更新于 2026/10/12 07:35:26
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作者描述
Self-hosted newsletters on Amazon SES. About $0.10 per 1,000 emails.
编报时的 AI 中文解读
Mailcheap 是一个自托管的新闻通讯应用，基于 Amazon SES 发送邮件，提供编辑器、订阅管理、退订处理、统计和公开存档等功能。适合希望以低成本自行管理邮件列表的个人或小团队。
编报时的 README 依据
# Mailcheap Mailcheap is a self-hosted newsletter app on Amazon SES. Write an issue, send it to your list, publish it on the web. About $0.10 per 1,000 emails. 
> **No support.** This is a one-time open-source release. Issues are off, and setup questions go unanswered. Fork it, deploy it, make it yours. ## Why Newsletter platforms charge for every subscriber, every month. With your own SES account you pay for the emails you send: 10,000 readers and 4 issues a month is 40,000 emails, about $4. Mailcheap is the rest of what a newsletter needs, in one small Next.js app: an editor, a list, signup forms, unsubscribe handling, bounce and complaint handling, stats and a public archive. One admin, no teams, no plans. Your list stays in your database.
## Features **Write and send** - Editor with a live email preview, slash commands, image uploads and boxes. Markdown and raw HTML work too. - Checks before every send: subject, preview text, unsubscribe link, size under Gmail's 100 KB clip, postal address, verified domain. - Test emails, scheduling, and sending in batches through QStash at the rate you set. - Send in steps: start with your most engaged readers, then send to more. **Grow the list** - Several newsletters in one install, each with its own from address, reply-to and postal address.
| `ARCHIVE_HOSTS` | No | Archive domains, like `news.example.com=weekly,letters.example.org=monthly` | | `UPSTASH_REDIS_REST_URL`, `UPSTASH_REDIS_REST_TOKEN` | No | Shared rate limits | | `BLOB_READ_WRITE_TOKEN` | No | Image uploads in the editor (set by Vercel Blob) | | `ALERT_FROM` | No | From address for alert emails, on a verified domain | [`.env.example`](.env.example) has the same list with more detail. ## API Create a key on the **API keys** page and send it as `Authorization: Bearer <key>`. **Add a contact**: `POST /api/v1/contacts` ```bash
All names and addresses in the screenshots are made up. ## What you need | Service | For | Cost | | --- | --- | --- | | [MongoDB](https://www.mongodb.com/atlas) | Contacts, campaigns, stats | Free tier works | | [Amazon SES](https://aws.amazon.com/ses/) | Sending | About $0.10 per 1,000 emails | | [Upstash QStash](https://upstash.com/docs/qstash) | Background sending and scheduling | Free tier to start, then pay per message. One message sends 50 emails. | | [Vercel](https://vercel.com) or any Node.js host | Hosting | Free tier works |
| [Upstash Redis](https://upstash.com/docs/redis) (optional) | Rate limits shared by every server instance | Free tier | | [Vercel Blob](https://vercel.com/docs/vercel-blob) (optional) | Image uploads in the editor | Free tier | Without Redis, Mailcheap counts the same rate limits in each server instance's memory. That still stops a script hammering a form, but on serverless hosts the limits aren't shared between instances and reset on each deploy. Add Redis before you put a signup form on a busy site.
There's none: issues are off and pull requests may not be reviewed. This is a one-time release, with no updates planned. See [SECURITY.md](SECURITY.md) for what's built in. ## License [MIT](LICENSE). Made by [Marc Lou](https://x.com/marclou).
- rociiu/talorysTypeScript · 746 Stars
聊天辅助、任务管理、笔记整理
Stars 统计更新于 2026/10/12 07:35:26
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作者描述
Your personal AI agent in your own Cloudflare account. Chat, memory, tasks, notes and scheduled reminders, deployed with one command: npx create-talorys@latest. Free-tier friendly, single-user, no telemetry.
编报时的 AI 中文解读
Talorys 是一个部署在用户自己的 Cloudflare 账户中的个人 AI 助手，提供聊天、记忆、任务、笔记和定时提醒功能，适合希望数据自主掌控的单用户使用。
编报时的 README 依据
# Talorys **Your personal AI agent. Your own cloud.** Talorys is a free, open-source personal AI assistant that runs entirely inside **your own Cloudflare account**. It chats with you, remembers what matters, manages tasks, notes and projects, and runs reminders and routines on a schedule — without any server, database or account operated by the Talorys developers. One person. One Cloudflare account. One command. One personal AI agent. ```bash npx create-talorys@latest ``` --- ## 1. What Talorys is
- **A private assistant** — chat with streaming responses, Markdown and tool activity indicators. - **Memory** — durable personal facts and preferences you can view, edit and delete. Only the most relevant memories are sent to the model on each turn. - **Tasks, notes and projects** — full CRUD in the UI, and from chat ("Add a task to review my project tomorrow"). - **Automations** — one-time and recurring reminders, daily task digests and optional AI routines, delivered to an in-app notification center. They run on Durable Object alarms, so nothing has to stay online.
- **Single-user by design** — no signup, no accounts, no teams. The installer sets the owner password. - **Works without AI** — tasks, notes, memories and reminders keep working if Workers AI is unavailable or your free quota is used up. ### Screenshots | Chat with tool activity | Tasks | | --- | --- | |  |  | | **Memory (dark mode)** | **Automations** | |  |  |
(with `CLOUDFLARE_API_TOKEN` set if you are not logged in). ### Permissions Browser login uses Wrangler's standard OAuth flow — no Global API Key. If you use an API token instead, it needs: - Account › Workers Scripts › Edit - Account › Cloudflare Pages › Edit - Account › Workers AI › Read - Account › Account Settings › Read - User › User Details › Read (optional; shows your email) See [docs/deployment.md](docs/deployment.md). ## 5. Access Open the URL the installer prints, enter your owner password, and start chatting.
one transaction; importing the same backup twice is harmless. ## 10. Update From your `talorys/` directory: ```bash npx create-talorys@latest update ``` This redeploys the latest Worker and frontend to the **same** resources. The Durable Object namespace is never recreated (migrations are append-only), the owner password and sessions are kept, and schema migrations run automatically and transactionally on first request. Also available: `status` and `doctor`. ## 11. Troubleshooting | Problem | Fix | | --- | --- | | Installer stopped midway | Re-run the same command; it resumes. |
Talorys does **not** provision R2, D1, KV, Vectorize, AI Search, Workflows or any paid service. ## 4. Deploy ```bash npx create-talorys@latest ``` The installer: 1. Checks Node.js (22+) and uses its bundled Wrangler CLI (any globally installed `wrangler`/`cf` is detected but not required). 2. Verifies your Cloudflare login, or **opens Cloudflare's authorization page in your browser**. 3. Lets you choose an account (if you have several) and an agent name.
Simple reminders and task digests never use AI. The Usage panel shows local **estimates** and links to the Cloudflare dashboard for exact Neuron usage. ## 8. Local development Requirements: Node.js 22+. ```bash git clone https://github.com/rociiu/talorys.git cd talorys npm install npm run dev ``` `npm run dev` starts the agent Worker (`wrangler dev`, port 8787), the Pages Function proxy with its service binding (`wrangler pages dev`, port 8788) and the Vite UI (http://localhost:5173) in one terminal. It creates `apps/agent/.dev.vars` with a local password (`talorys-dev-password`, override
Workers AI Neuron allocation). Quotas are set by Cloudflare and can change. - When the AI allocation is exhausted, chat shows a clear message and resumes after the daily reset. Everything else keeps working, and your data is untouched. - If your account is on a paid plan, usage beyond included amounts is billed by Cloudflare under your plan. Built-in guardrails (adjustable in **Settings → AI**): max output tokens, max context tokens (older history is summarized), max tool calls and reasoning steps per request, max AI requests per day, and max scheduled AI runs per day.
- c22dev/muguetRust · 433 Stars
游戏运行、多人游戏
Stars 统计更新于 2026/10/12 07:35:28
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作者描述
A native Mach-O port for iOS/macOS of GTA V, with multiplayer
编报时的 AI 中文解读
Muguet 是一个将 GTA V 移植到 iOS/macOS 的原生应用，通过 WebAssembly 运行游戏，并支持多人游戏。适合希望在 Apple 设备上运行 GTA V 的用户。
编报时的 README 依据
It's basically the same source as the web port. Muguet itself will then asks for that zip ## Requirements - Apple Silicon Mac, macOS 14 or later - Rust toolchain - Xcode 26 or later For iOS, also : - `rustup` with `rustup toolchain install 1.98.1` and `rustup target add aarch64-apple-ios --toolchain 1.98.1` - `xcodegen` (`brew install xcodegen`) - an Apple developer account - a device on iOS 15 or later, ideally 8 GB of RAM ## Building macOS : ``` ./make-app.sh ``` gives `build/Muguet.app` iOS : ``` TEAM=<your team id> ./make-ios.sh game.zip --install ```
`--ipa` makes `build/Muguet.ipa` instead. With a free account, add `FREE=1` (+ a `BUNDLE_ID` of your own) Please install this app with AltStore. This probably won't work well with Sideloadly (or even SideStore, as per [this issue])(https://github.com/SideStore/SideStore/issues/1616) The app also works with a paid developer account. ## Multiplayer One player hosts from the launcher (or runs `muguet-server` on any machine), the others join with that address. UDP port 47520 ## Limitations - iOS needs the increased memory limit entitlement - Minimap doesn't show
- Story missions are single player only Contributions are welcome !
- wheresryan22/anatomyJavaScript · 3,227 Stars
等距插图生成、技术概念可视化、交互式图形制作
Stars 统计更新于 2026/10/12 07:55:21
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作者描述
An agent skill for creating detailed, interactive isometric illustrations of real-world machines and complex systems. Generates polished SVGs with optional WebGL shaders and 3D effects, ready to use in docs, articles, and landing pages.
编报时的 AI 中文解读
Anatomy 是一个 Claude 技能，用于创建详细、交互式的等距插图，以解释技术概念。它通过构建真实、可工作的物体来展示想法，生成 SVG、WebGL 和 3D 图形，适用于文档、文章和落地页。
编报时的 README 依据
You don't have to name the skill. Claude also loads it when you ask for an isometric illustration, an explanatory figure for docs, a blog post or a landing page, or an interactive explainer. <details> <summary><b>More prompts</b>, from the skill's <a href="evals/evals.json">evals</a></summary> <br> ```text /anatomy a figure for our Next.js docs on database connection pooling: a pool of 10 connections, requests borrow one and give it back, and when all 10 are busy new requests wait in a queue. A React component plus a static HTML preview, dark theme. ``` ```text
├── examples/ eight complete figures, built pages committed ├── evals/evals.json test prompts and what a good answer contains └── .github/ issue forms, PR template, CI, README images ``` </details> ## Requirements | | Needed for | Notes | |---|---|---| | **[Claude Code](https://code.claude.com/docs/en/overview)** | everything | The skill is written for it. |
mkdir -p ~/.claude/skills/anatomy && curl -L https://github.com/wheresryan22/anatomy/archive/refs/heads/main.tar.gz | tar -xz --strip-components=1 -C ~/.claude/skills/anatomy ``` </details> Claude Code picks up new skills in a running session. If the `skills` folder itself did not exist when the session started, run `/reload-skills`. ## Usage Type `/anatomy` and say what the figure should explain: ```text /anatomy explain how a token bucket rate limiter works, interactive ```
| **Node.js 20.10+** | builds, kit, checks | Built-in modules only: nothing to `npm install`. The examples were rebuilt byte for byte on Node 20.19 and 22.11. On Node 20 the browser scripts restart themselves with `--experimental-websocket`. | | **Chrome or Chromium** | the checks | `capture.mjs`, `drive.mjs`, `lines.mjs` and `turn-check.mjs` look in the usual places on macOS, Linux and Windows and in Playwright's cache. Set `CHROME_PATH` for any other binary. They run it headless with WebGL on. |
| **React 18+** | React output only | `kit/react/`, `examples/test-rig/` and `examples/spot-plate/`. | ## Limits - **It is not a chart library.** There are no axes, series or data plots. Numbers appear as a live readout driven by a model, and as the true sizes and counts of the parts. - **It draws machines, instruments, tools and furniture.** Not people or exact maps. An idea that has no mechanism to build will come out weaker.
- **It is slow on purpose.** A figure takes a long session: the parts list, the geometry, the audit, and close-ups of every joint in both themes. The Raptor's build takes a few minutes, and a full 3D orbit audit takes 15 to 20 minutes for 30 parts. - **Shaders need WebGL.** Without it the SVG still reads, and under reduced motion every figure goes still. > [!NOTE]
> **The 3D mode is beta.** It is proved on its example and one test figure, not yet on a production figure. A small 3D figure runs at 60 fps; the 380-part stress hand measured about 20 fps at 1440 px wide and 13 to 15 fps on a throttled phone profile, on a heavily loaded machine. ## Contributing
- storytold/craft-launcherRust · 1,179 Stars
应用管理
Stars 统计更新于 2026/10/12 07:35:26
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作者描述
The Craft App Launcher
编报时的 AI 中文解读
ArtCraft Launcher 是一个用 Rust 编写的桌面应用，用于集中安装、更新和启动 Craft App Suite 中的多个创意应用，支持 macOS、Windows、Linux 和 FreeBSD。
编报时的 README 依据
<img src="docs/screenshots/artcraft-launcher-table.png" alt="The same apps in the table view (light theme), with columns for what each app is inspired by, its status, installed and latest versions, and release date" width="900"><br> <sub>Switch between the grid and a sortable table.</sub> </p> ## What it does The Craft apps each ship their own builds for every platform. ArtCraft Launcher saves you from hunting through a dozen release pages: it lists every app in the suite, shows which ones you have
Checks each app's GitHub releases and updates the ones you have. A notification tells you when there's something new. </td> <td width="33%" valign="top"> <h3>🧭 Always at hand</h3> Opens any Craft app from one window, or from the tray and menu-bar icon. Native egui, no Electron, no web view. </td> </tr> </table> The web version shows the same catalog in the browser, with the latest download for each app. ## Interface languages The interface is in English, Russian (Русский) or Simplified Chinese (简体中文). **Auto**, the
You need a recent stable Rust (1.90 or newer). On Linux, install the windowing headers first (Debian/Ubuntu: `sudo apt install libxkbcommon-dev libwayland-dev libx11-dev libxrandr-dev libxi-dev libgl1-mesa-dev`). ```sh git clone https://github.com/storytold/craft-launcher cd craft-launcher cargo run --release -p artcraft-launcher # the desktop app cargo xtask ci # fmt, clippy, tests and the wasm check ``` The web version builds with [trunk](https://trunkrs.dev/): ```sh rustup target add wasm32-unknown-unknown cd apps/artcraft-launcher-web && trunk serve ```
New contributors and AI agents: start with [`AGENTS.md`](AGENTS.md). Release packaging lives in [`packaging/`](packaging/) and [`.github/workflows/release.yml`](.github/workflows/release.yml). > [!IMPORTANT] > **Status:** ArtCraft Launcher is new and in early alpha. Expect rough edges, and please file > issues (include your OS and which app you were installing) or tell us on > [Discord](https://discord.gg/artcraft). ## The Craft App Suite ArtCraft Launcher installs the **Craft App Suite**: free, open-source creative tools from the
- Jakeschincariol/youtube-agent-skillPython · 1,105 Stars
视频脚本生成、标题缩略图优化、观众留存分析
Stars 统计更新于 2026/10/12 07:45:33
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作者描述
Eleven Claude skills that run a YouTube channel: scripts off 21 hook formulas with a scored hook, title and thumbnail linted as one pairing, an edit decision list from your transcript, a retention reader that finds where viewers actually leave, a Shorts cutter, and a virality engine. Free, MIT.
编报时的 AI 中文解读
这是一套包含十一个Claude技能的合集，用于辅助YouTube频道运营，涵盖脚本撰写、标题与缩略图优化、剪辑决策、观众留存分析、Shorts提取和爆款分析等功能。适合希望提升视频创作效率的YouTube创作者使用。
编报时的 README 依据
transcript into an edit decision list. One finds the Shorts already hiding inside a long video. One goes and finds what is working in your niche and ranks it by how far each video beat its own channel, not by how big the channel is. **Nothing gets published until you do it.** These skills write. You upload. ## Install Paste this into Claude: ``` https://github.com/Jakeschincariol/youtube-agent-skill Install this skill, then confirm /yt-script works. ``` Or do it yourself, in Claude Code: ```bash git clone https://github.com/Jakeschincariol/youtube-agent-skill.git
cp -r youtube-agent-skill/skills/yt-* ~/.claude/skills/ ``` Or as a plugin: ``` /plugin marketplace add Jakeschincariol/youtube-agent-skill /plugin install youtube-agent ``` Project-local instead of global: copy the same folders into your repo's `.claude/skills/`. No Claude Code at all? Paste any single `SKILL.md` at the top of a chat and it runs as a mode. You lose the six Python tools, which is most of the point of `/yt-script`, `/yt-retention` and `/yt-edit`, but the rest works. Then spend ten minutes on [`templates/voice.md`](templates/voice.md). Copy it to
| `/yt-shorts` | The Shorts already inside a long video, with a new first line written for each. | | `/yt-seo` | The description, the tags that are worth having, and the three queries this should win. | | `/yt-chapters` | Chapters from a transcript, validated against YouTube's own rules so they render. | | `/yt-audit` | The whole channel, ending in ONE fix rather than twenty. | ## The six tools Every one of these runs on a clean Python 3 with no dependencies. They are the reason the skills are not just prompts. ```bash
**It does not publish.** YouTube's Data API would allow it with your own OAuth, which makes this pack different from the LinkedIn and Instagram ones, where posting is not available at all. It is still not built here: every skill ends in a block you copy and a question — ship it, or change it? Anything that claims to run your channel unattended should be read with that distinction in mind. **`hookscore.py` is a heuristic, not a predictor.** The panel was built and calibrated against 74 real short-form hooks (the first 15 seconds of auto-captions, top-8 and bottom-8 by views across
five channels). It separates deliberately bad hooks from real ones well. It separates a given creator's hits from their own misses barely at all. A low score is a reason to look again; a high score is not a promise. **The formula classifier is about the words, not the result.** When `/yt-viral` says a title used The Statistic, that is a judgement about the title you can see, not a claim about why the video got its views. **`/yt-viral` reads, it does not scrape.** Public listings only. It never logs in as you and never touches your credentials.
- wuyoscar/AISafetyHot-HubTeX · 1,037 Stars
资讯聚合、热点追踪、Agent接入
Stars 统计更新于 2026/10/12 07:35:26
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作者描述
每天的 AI 安全精选和论文清单（md / bib / json），附 Agent 接入说明 · AI Safety HOT
编报时的 AI 中文解读
AI Safety HOT 是一个 AI 安全领域的新闻与论文聚合项目，提供每日精选日报、论文清单（Markdown/BibTeX/JSON 格式），并公开 MCP 接口供 Agent 查询新闻、论文、热点和事件进展。适合关注 AI 安全动态的研究者、开发者和希望将 AI 安全信息接入自己 Agent 的用户。
编报时的 README 依据
<a href="https://aisafetyhot.com/featured">只看 News</a> · <a href="https://aisafetyhot.com/papers">只看 paper</a> · <a href="#papers">相关论文</a> · <a href="https://aisafetyhot.com/hot">看热点</a> · <a href="https://aisafetyhot.com">逛网站 ↗</a> </p> <p align="center"> <a href="https://aisafetyhot.com"><img src="assets/news-monitor-demo.gif" width="1000" alt="AI Safety HOT News Monitor 动态演示"></a> </p> 这里是 [AI Safety HOT](https://aisafetyhot.com) 的 **Agent 接入指南与公开内容归档**。用 MCP 查新闻、读论文、追事件和整理简报，也可以带走 Markdown、BibTeX、JSON 论文清单。 **觉得有用，欢迎在 GitHub 点 Star。** <a id="website"></a> ## 🌐 先在网站上看什么
公开 MCP，无需登录或 API Key。在终端执行对应命令，然后重新打开客户端会话。 **Codex** ```bash codex mcp add aisafetyhot --url https://aisafetyhot.com/api/mcp ``` **Claude Code** ```bash claude mcp add --transport http --scope user aisafetyhot https://aisafetyhot.com/api/mcp ``` 其他客户端：名称填 `aisafetyhot`，地址填 `https://aisafetyhot.com/api/mcp`，连接方式选 **Streamable HTTP**。 ### 可以做什么 | 你想做什么 | MCP 工具 | 能拿到什么 | |---|---|---| | 看最新动态 | `aisafetyhot_get_latest` | 全部动态或精选，附摘要、出处和下一页 | | 搜新闻和论文 | `aisafetyhot_search` | 按关键词、话题、分类和日期查找已有内容 | | 找研究话题 | `aisafetyhot_get_topics` | 话题名称、标识、定义和相关话题 |
| 入口 | 可以看到什么 | |---|---| | [总览](https://aisafetyhot.com/) | News Monitor、热点与动态新闻流；沿「来源 → 话题 → 新闻卡片」浏览近期内容 | | [只看 News](https://aisafetyhot.com/featured) | 当天编辑窗口内最多 20 个新闻事件；同一事件的报道与讨论汇入「事件进展」，论文另列 | | [只看 paper](https://aisafetyhot.com/papers) | 默认已整理优先，组内按原发表日期排序；可切换「最新发表」，按研究类型、风险、场景和组件筛选 | | [热点榜](https://aisafetyhot.com/hot) | 聚合事件热度，追踪多家报道和相关讨论 | | [AI 安全日报](https://aisafetyhot.com/daily) | 当天一期，随新进展更新，回看往期日报 | | [会议论文](https://aisafetyhot.com/conferences) | 按会议浏览收录的 AI 安全论文 | News 与日报按原发时间判断新鲜度，编辑窗口包含北美前一天的消息。论文页的排序不代表质量排名；已生成的速读和深度解读可以在详情页阅读。 <a id="agent"></a> ## 🤖 接入你的 Agent
| 准备简报 | “读最新一期周报，列出主题和阅读链接。” | [报告期号、覆盖日期和主题](docs/mcp-examples.md#reports) | 链接中的示例结果来自 2026-10-07（墨尔本）；实际查询随网站更新。 回答时保留站内链接和原文链接；有 `page.hasMore` 就继续翻页，缺失或截断查看 `completeness`。接口读取已有公开内容，论文解读属于二手资料，关键事实请回原文核对。 [MCP 接入与参数说明](docs/agent.md) · [调用与结果示例](docs/mcp-examples.md) · [读取范围与注意事项](docs/agent.md#读取范围) <a id="daily"></a> ## 🗞️ 每日 AI 安全日报 <!-- daily:start --> ### 2026-10-11 · 13 条精选 **当天一期，随新进展更新** · [完整日报](daily/2026/2026-10-11.md) · [在网站阅读](https://aisafetyhot.com/daily/2026-10-11) 点击标题展开导读，每条都附原文链接。 **报道称 ARTEX 与 Claude Agent 被用于攻击韩国银行**
| 2026-09-29 | [日报](daily/2026/2026-09-29.md) | [0 篇](papers/2026/2026-09-29.md) · [bib](papers/2026/2026-09-29.bib) · [json](papers/2026/2026-09-29.json) | | 2026-09-28 | [日报](daily/2026/2026-09-28.md) | [0 篇](papers/2026/2026-09-28.md) · [bib](papers/2026/2026-09-28.bib) · [json](papers/2026/2026-09-28.json) | 更早的见 [2026 年目录](archive/2026.md)。 论文清单按北京时间的自然日（0 点到 24 点，按论文在网站时间线上的时间）分天；日报当天一期，按原发时间取前一天 08:00 至当天更新时的材料，随新进展更新。两者的日界不同，所以同一天的日报和论文清单收的不完全是同一批，一篇论文可能出现在相邻一天的日报里。网站上最近 7 天内撤下、修正或补进的论文每小时检查一次，有变化就同步到对应那天的清单。
- JohnHeibel/ClaudeAnimationBaseJavaScript · 1,032 Stars
动画制作
Stars 统计更新于 2026/10/12 07:45:33
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作者描述
A starter kit for animating hand-painted cartoons with Claude: p5.js + p5.brush, the Clawd character, 31 acted emotions and a guide for the model
编报时的 AI 中文解读
这是一个用于动画制作的基础工具包，包含代码、指令和资源，旨在帮助用户通过Claude等编码代理在p5.js环境中制作手绘风格卡通角色的动画视频。它提供了角色模型、情感库和动画指南，适合希望利用AI辅助生成动画的创作者。
编报时的 README 依据
character animation. ## Run it yourself You need Node.js, Google Chrome and ffmpeg. Without a dedicated GPU, p5.brush's watercolour fills make render times fairly slow, measured in seconds per frame. If you're running on integrated graphics, I recommend asking the model to avoid those fills and replace them with something else appropriate. (I love the look of the watercolours, though.) ```bash npm install node render.mjs --clip --out=out/video.mp4 ```
That renders the 11-second demo in [src/scenes/demo.js](src/scenes/demo.js). Open [studio.html](studio.html) in Chrome to scrub through it. Add `?loop=emotions` or `?loop=views` to see the model sheets. If Chrome isn't in a standard location, pass `--chrome=<path>` or set `CHROME_PATH`.
On Linux, `render.mjs` starts Chrome with `--no-sandbox` (Ubuntu 23.10+ blocks Chrome's sandbox in headless use) and also finds a Chromium installed by Playwright. With no GPU at all, add `--soft-gl` to render WebGL in software: slow on watercolour fills, but it works. On a headless Linux machine with an NVIDIA GPU (a cloud or cluster node), add `--gpu-angle=gl-egl` (or `vulkan`); `node gpu_probe.mjs <chrome path>` shows which renderer each set of flags gets. ## What's here | path | what it is | |---|---|
- openai/mcp-extensionsTypeScript · 1,025 Stars
插件开发
Stars 统计更新于 2026/10/12 07:40:36
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作者描述
Build plugins that feel like native, first-class features of ChatGPT.
编报时的 AI 中文解读
为MCP服务器和应用程序添加ChatGPT特定能力，使开发者能够构建原生体验的插件。
编报时的 README 依据
# OpenAI MCP Extensions OpenAI MCP Extensions adds ChatGPT-specific capabilities to MCP so developers can build plugins that feel like native, first-class features. ## Try it out 1. Install [Bits & Bolts Remote](https://chatgpt.com/plugins/plugin_asdk_app_6abadab6e7d881919e7491d52c7846e8). 2. Select the **Bits & Bolts** icon in the sidebar to open the **Parts Library**. 3. Open **Extensions walkthrough** to explore a demo of each major extension.  ## Showcase
 ### [Extended forms](docs/spec.md#openai-form-elicitation) Let users select a CAD part using thumbnail choices.  ## Get started ### 1. Integrate extensions Ask `@Plugin Creator` in Codex to build a new plugin or improve an existing one for you. ### 2. Install the SDK - [TypeScript](typescript/README.md#installation): `@openai/mcp-extensions` for MCP servers and Apps.
- [Python](python/README.md#installation): `openai-mcp-extensions` for MCP servers. ### 3. Learn more - [docs/spec.md](docs/spec.md) lists all supported extensions. - [docs/patterns.md](docs/patterns.md) covers best practices. - [CHANGELOG.md](CHANGELOG.md) lists API changes. - [Bits & Bolts source](plugins/bits-and-bolts/) shows how to integrate extensions in practice. ### 4. Provide feedback Notice any gaps in extensions for your plugin? Submit feedback [here](https://github.com/openai/mcp-extensions/issues/new?template=request.yml). ## License
- justxor/Linux-未标注语言 · 1,020 Stars
Linux命令速查、面试备考
Stars 统计更新于 2026/10/12 07:45:33
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作者描述
Linux полная шпаргалка по командам на русском. Больше полезного в виде наглядных картинок, совтеов от профи и примеров по работе с Linux, здесь 👇
编报时的 AI 中文解读
俄语Linux命令速查手册，涵盖理论、命令、权限、进程、网络、SSH、systemd、文本处理、Vim等，配有示例和实战场景，适合初学者、学生、DevOps、系统管理员及备考人员。
编报时的 README 依据
**Для кого:** начинающие пользователи Linux, студенты, DevOps / SRE-инженеры, системные администраторы, разработчики, все, кто готовится к собеседованию или экзамену (LPIC, RHCSA, Linux+). Работает в Ubuntu, Debian, Linux Mint, CentOS, RHEL, Rocky, AlmaLinux, Fedora, Arch, Manjaro, openSUSE, WSL и на macOS (большая часть команд). ### Легенда | Значок | Значение | |:---:|---| | 🟢 | База — нужно знать каждому | | 🟡 | Продвинутый уровень | | 🔴 | Опасно: может удалить данные или сломать систему | | 💡 | Совет / лайфхак | ### 📺 Лучшие бесплатные каналы для изучения Linux на русском
- 📚 **[Linux Books](https://t.me/linux_read)** — канал с книгами по Linux: наверное, самая большая подборка — около 320 книг бесплатно. - 🔝 **[Здесь мы собрали](https://t.me/addlist/w4Doot-XBG4xNzYy)** целую кладезь полезных Linux-ресурсов для прокачки. --- ## 📚 Содержание 0. [🧠 Теория: как устроен Linux](#-0-теория-как-устроен-linux) — ядро, файлы, inode, права, процессы, потоки, PATH, кавычки, память, загрузка, ФС, пакеты, сеть, SSH-ключи 1. [Первые шаги и справка](#-1-первые-шаги-и-справка) 2. [Навигация по файловой системе](#-2-навигация-по-файловой-системе)
3. [Работа с файлами и папками](#-3-работа-с-файлами-и-папками) 4. [Просмотр содержимого файлов](#-4-просмотр-содержимого-файлов) 5. [Поиск: find, locate, grep](#-5-поиск-find-locate-grep) 6. [Права доступа: chmod, chown](#-6-права-доступа-chmod-chown) 7. [Пользователи и группы, sudo](#-7-пользователи-и-группы-sudo) 8. [Процессы и сигналы](#-8-процессы-и-сигналы) 9. [Информация о системе](#-9-информация-о-системе) 10. [Диски и файловые системы](#-10-диски-и-файловые-системы) 11. [Сеть](#-11-сеть) 12. [SSH, SCP, rsync](#-12-ssh-scp-rsync) 13. [Архивы и сжатие](#-13-архивы-и-сжатие)
- ARahim3/DigUpSwift · 956 Stars
文件内容搜索、本地模型运行、代码搜索
Stars 统计更新于 2026/10/12 07:35:26
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作者描述
Search your Mac by what's in your files: photos, PDFs, recordings, videos and code. On-device, built on Google DeepMind's EmbeddingGemma 2.
编报时的 AI 中文解读
DigUp 是一款 macOS 应用，利用本地多模态嵌入模型，让用户通过自然语言描述来搜索 Mac 上照片、PDF、录音、视频和代码等文件的内容，并定位到具体时刻或页面。适合需要按内容而非文件名查找文件的 Mac 用户。
编报时的 README 依据
<p align="center"><img src="docs/demo.gif" width="800" alt="DigUp's search panel finding a zebra in a video, a podcast moment, a clause in a lease, a dog on the beach in English, Bengali and Arabic, and code that opens in Zed"></p> EmbeddingGemma 2 is the multimodal embedding model Google DeepMind released in October 2026. It puts text, images, audio and video into one shared space: a photo of a dog on a beach lands next to the words "a dog on the beach", and a recording of someone talking about sleep lands next to "where they talk about sleep". It understands more than 100
languages, it's open (Apache 2.0), and at 740M parameters it's small enough to run comfortably on a laptop. DigUp brings that to the files on your Mac. Pick the folders to search, and it reads the pictures, PDFs, documents, recordings and videos in them. Then describe what you're looking for, in your own words, and it finds the match, whatever kind of file it is. All of it happens on your Mac. ## What you can find - "zebra in a video" opens the clip at the moment the zebra shows up - "where they talk about sleep" jumps to that minute of a podcast
- "the clause about pets in the lease" shows the PDF page, with the words marked - "a dog on the beach" finds the photo, and "payment declined error" the screenshot - a search in English can find a note written in Bengali, Arabic or any of the model's 100+ languages, and the other way around - "code: retry a failed call with backoff" finds the function in your projects, if you turn on code search Exact words count too. Invoice numbers, error codes and names are matched as written, in file names, document text
<p align="center"><img src="docs/logo.png" width="96" alt=""></p> <h1 align="center">DigUp</h1> <p align="center"><b>Describe it. Dig it up.</b><br> Search the files on your Mac by what's in them, with Google DeepMind's <a href="https://huggingface.co/google/embeddinggemma-2">EmbeddingGemma 2</a>.</p> <p align="center"><a href="https://github.com/ARahim3/DigUp/releases/latest"><b>Download for Mac</b></a> · Apple Silicon, macOS 14 or later · Free and open source</p>
2. Open it. While the model downloads (865 MB, once), pick the folders to search: whole folders, or only some of their subfolders. DigUp shows how long the first pass will take for each. 3. Press **⇧⌘Space** in any app and describe what you're looking for. DigUp needs an Apple Silicon Mac with macOS 14 or later (it's tested on macOS 26), and it keeps itself up to date. ## Using it | Key | What it does | |---|---| | ⇧⌘Space | Opens the search panel from any app (you can change it in Settings) | | ↓ ↑ | Moves through the results |
switch to Xcode first (`sudo xcode-select -s /Applications/Xcode.app`): they lack the SwiftUI and Swift Testing macros the build needs. ```sh git clone https://github.com/ARahim3/DigUp && cd DigUp scripts/build-llama.sh # llama.cpp at a pinned tag, with a one-line patch (a few minutes) swift build -c release && swift test ./build.sh # → build.noindex/DigUp.app ``` There's also a command-line tool, `.build/release/digup`, that indexes, searches and runs the evals from the terminal
**Will it slow my Mac down?** Only the first pass is heavy. After that it reads new files only. The model runs in a separate process that quits when it's done, and the search side only loads while you're searching. **Which languages?** The model knows more than 100, and DigUp searches in all of them, across languages too. The evals cover only English, Bengali and Arabic because those are the languages of the files DigUp was tested on, and Google notes that the model isn't equally strong in every language. Two limits apply to exact words, not to meaning: inside
screenshots they're read by Apple's text recognition, which knows about 25 languages, and languages written without spaces, like Chinese, Japanese and Thai, aren't split into words. **How do I remove it?** Quit it, then delete DigUp.app and `~/Library/Application Support/DigUp`, which holds the model and the indexes. Its settings are in `~/Library/Preferences/com.abdurrahim.DigUp.plist`. With Homebrew, `brew uninstall --cask --zap digup` removes all of it. ## Thanks DigUp is built on [EmbeddingGemma 2](https://huggingface.co/google/embeddinggemma-2) by Google DeepMind (Apache 2.0),
- FeiZhuLulu/DeepSeek-BotJavaScript · 826 Stars
机器人协作、群聊管理、用量统计
Stars 统计更新于 2026/10/12 07:35:26
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作者描述
A team of long-lived bots for DeepSeek Harness, with main bots, bot-to-bot messages and group chats.
编报时的 AI 中文解读
DS Bot 是一个为 DeepSeek Harness 设计的机器人插件，允许用户创建多个机器人，并通过主机器人和群聊功能与它们协作。
编报时的 README 依据
DS Bot is a bot plugin for [DeepSeek Harness](https://github.com/deepseek-ai/deepseek-harness) (DSH). It turns DSH into bots. You create your own bots, then talk and work with them.  ## Install First install DSH and set up at least one model in it. DS Bot uses the models from DSH. **DSH Desktop (Windows, macOS)** 1. In the sidebar, select **Plugins** → **Add plugin**. 2. In **Package name or address**, enter `ds-bot`. In mainland China, set **Registry** to **Mainland China mirror**.
3. Select **Install**, then **Enable now**. If DSH says the change takes effect at the next start, quit DSH completely and open it again. If npm is not reachable, in step 2 you can also enter the full path of `ds-bot-0.1.0.tgz` downloaded from [Releases](https://github.com/FeiZhuLulu/DeepSeek-Bot/releases), or `github:FeiZhuLulu/DeepSeek-Bot#v0.1.0&path:/ds-bot` (needs Git). **DSH Web (Windows, macOS, Linux)** Needs Node.js `22.19` or later, and pnpm. ```sh npx @deepseek-ai/dsh@0.2.1-alpha.1 plugin --profile web add ds-bot npx @deepseek-ai/dsh@0.2.1-alpha.1 web ``` ## Setup
DS Bot is an independent community project. **It is not an official DeepSeek product**, and it is not affiliated with, endorsed by or sponsored by DeepSeek. "DeepSeek", "DeepSeek Harness" and the other names are trademarks of their owners. They are used here only to say what this plugin works with. Bots use your own model quota, and they read and write files and run commands when you ask them to. Check important actions yourself.
- n1tr00-10/tiktok-web-signaturePython · 710 Stars
签名生成
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作者描述
tiktok web signature reverse engineer generates valid tiktok signatures for API requets
编报时的 AI 中文解读
生成TikTok Web API有效签名的工具，支持X-Dynosaur、X-Gnarly和X-Bogus，适用于需要签名请求的开发者。
- LinkPass888/AirBeepSwift · 659 Stars
通话录音提示音静音
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作者描述
Custom recording beep
编报时的 AI 中文解读
AirBeep 是一款 iOS 工具，用于静音通话录音的提示音，通过开关切换即可替换为静音，并支持一键恢复。
- sirioberati/Genjustsu-Open-Source-WorkflowPython · 640 Stars
视频剪辑、AI辅助编程
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作者描述
Open-source AI video replacement workflow by TEIN. Combine depth maps, SAM segmentation, face meshes, and audio processing to replace characters and objects with Seedance. Includes a local web UI to prepare inputs, review masks, preview generations, and export with original audio.
编报时的 AI 中文解读
这是一个开源的AI视频替换工作流，通过深度图、SAM分割、人脸网格和音频处理，结合Seedance模型替换视频中的角色或物体，并提供本地Web界面用于准备输入、审查掩码、预览生成结果和导出带原始音频的视频。
- bherbruck/solidcraftRust · 560 Stars
3D建模、参数化设计、CAD自动化
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作者描述
SolidCraft: an open-source parametric 3D CAD application built in pure Rust. Desktop, web, and automation through MCP.
编报时的 AI 中文解读
SolidCraft 是一个用纯 Rust 构建的开源参数化 3D CAD 应用，旨在重新实现 Autodesk Fusion 360 的核心功能。用户可以通过草图、约束和参数化特征时间线来设计三维模型，并支持桌面、网页和通过 MCP 服务器进行自动化操作。
- tcchen2026/VibeOfficeJavaScript · 546 Stars
文档编辑、表格处理、演示制作
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作者描述
A free office suite that runs in your browser, in the style of Office 2003. Nothing to install, no account, no server: documents are opened, edited and saved on your own computer.
编报时的 AI 中文解读
在浏览器中运行的免费办公套件，提供文字处理、电子表格和演示文稿编辑功能，可打开和保存真实的 .docx、.xlsx、.pptx 文件，无需安装、无需账户，文件在本地处理。
- academa-labs/manimgxPython · 538 Stars
3D动画渲染、数学可视化
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作者描述
The animation engine for agents: blazingly fast math and 3D videos with Manim's Python API, on a Rust GPU core.
编报时的 AI 中文解读
ManimGX 是一个为智能体设计的快速 3D 动画引擎，兼容 Manim CE 的 Python API，基于 Rust 和 wgpu 构建，可用于生成数学和 3D 视频。 它面向需要快速渲染动画的用户，支持通过 pip 安装或在浏览器中运行，并提供与 Manim CE 兼容的 API。
- mw00/project-mayaC++ · 448 Stars
模型本地部署、模型接口服务、聊天辅助
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作者描述
Project Maya - GLM-5.3-Flash (321B MoE) on your own NVIDIA GPU(s): engine, server, dashboard, quant tools. Built on Strata.
编报时的 AI 中文解读
Project Maya 是一个在自有 NVIDIA GPU 上运行 GLM-5.3-Flash 大模型的引擎、服务器和仪表盘，支持聊天、图片识别和兼容 OpenAI/Anthropic 的 API，适合希望在本地部署大型模型的个人或团队。
- lonewolf0622/HelixSR未标注语言 · 403 Stars
游戏图像升频
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作者描述
Drop-in FSR 3.1 upscaler for Direct3D 12 that runs DLSS's network (Model E) on AMD GPUs
编报时的 AI 中文解读
HelixSR 是一个在 AMD GPU 上运行 NVIDIA DLSS Model E 神经网络的 Direct3D 12 升频器，无需 NVIDIA Tensor Cores、驱动、CUDA 或 ROCm。它旨在帮助游戏玩家，尤其是使用老旧或低端 GPU 的用户，获得更好的图像质量。
- chengyi-ai/cy-carousel-skillPython · 388 Stars
图文轮播制作、素材查证、自动检查
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作者描述
图文轮播 Skill（cy-carousel）：给一个选题，查证、找素材、排版、检查、打包，交付封面＋10 页
编报时的 AI 中文解读
这是一个图文轮播 Skill，输入一个选题，自动完成查证、找素材、排版、检查和打包，交付封面加10页内页的成品，适合内容创作者使用。
- npwitk/Macintosh-Skeletal-Filled未标注语言 · 385 Stars
字体安装使用
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作者描述
helllllllllloooo font! Turns out it's called Macintosh Skeleton
编报时的 AI 中文解读
将苹果“hello”屏幕的手写字体重建为可输入的普通填充字体，提供静态和可变两种格式，供个人非商业使用。
- nullmoth/1401Python · 372 Stars
macOS安装、硬件检测、驱动安装
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作者描述
1401: macOS on the PC you already own. Free, never for sale.
编报时的 AI 中文解读
1401 是一款免费工具，帮助用户在普通 PC 上安装 macOS，类似于 Boot Camp 的逆向操作。它检查硬件、构建 OpenCore 配置并创建 macOS 安装 U 盘，适用于希望在自己的 PC 上运行 macOS 的用户。
- T-Auto/dsh-opsJavaScript · 369 Stars
性能优化、文件检索、后台任务管理
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作者描述
A toolkit for low-level operations in DSH, designed to reduce token usage and task execution time / DSH 底层操作工具插件，旨在减少 Token 消耗与任务耗时
编报时的 AI 中文解读
dsh-ops 是一个针对 DSH 平台的插件，旨在优化 AI 任务的 token 效率和执行速度，通过提供独立的 bash、PowerShell 7 以及 Rust 编写的文件工具，减少与 Windows 系统交互时的资源浪费。适用于使用 DSH 并希望提升性能、降低成本的用户。
- marmottajr/habblaudTypeScript · 360 Stars
代理监控、交互控制、用量统计
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编报时的 AI 中文解读
Habblaud 是一个将 Claude Code 和 Codex 的代理会话可视化为虚拟办公室的工具，每个项目对应一个房间，每个代理显示为像素角色，实时展示其活动状态。它帮助用户直观地监控多个代理的工作进展、等待状态和资源消耗，并支持通过界面进行交互。
- Glass-HQ/liquid-glassTypeScript · 354 Stars
界面组件
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作者描述
Liquid Glass materials for web and Electron, built with vgpu.
编报时的 AI 中文解读
为React、Web和Electron应用提供液态玻璃风格界面组件，支持透明和常规材质，可折射实时内容，适用于构建现代玻璃拟态UI。
- x4gpanell/JinX-X4GHTML · 331 Stars
代理面板部署、订阅链接管理、自动维护
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编报时的 AI 中文解读
JinX X4G 是一个为 Railway 平台定制的 3X-UI 面板版本，提供一键部署、自动配置、专属订阅链接和 14 个守护机器人，适合希望在 Railway 上快速搭建代理管理面板的用户。
- fxgl/steamacSwift · 329 Stars
游戏运行、虚拟机管理
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作者描述
Valve's official ARM64 SteamOS in a lightweight VM on Apple Silicon: libkrun + Venus + MoltenVK, controllers, CoreAudio sound
编报时的 AI 中文解读
在 Apple Silicon Mac 上以轻量虚拟机运行 Valve 官方 SteamOS（Steam Frame 镜像），支持 GPU 加速、手柄和音频，适合在 macOS 上玩 Steam 游戏。
- D3ATHLY/blackbox未标注语言 · 317 Stars
游戏下载管理
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- opencoredev/convtRust · 303 Stars
文件格式转换
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作者描述
Convert any file with a right-click.
编报时的 AI 中文解读
本地文件格式转换工具，支持图片、视频、音频、PDF和文档等40种格式，通过右键菜单或命令行使用，文件不上传。
- aindeev/agent-chrome-relayGo · 251 Stars
网页自动化、AI辅助编程
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作者描述
Let your AI agents use your Chrome, signed in as you, in background tabs. By Alexey Indeev · blog: read.aindeev.com · X: @AlexeyIndeev
编报时的 AI 中文解读
Chrome Relay 是一个 macOS 工具，让 AI 编码代理（如 Claude Code、Codex、Cursor）通过命令行使用你日常的 Chrome 浏览器，在后台标签页中执行网页操作，无需切换窗口或输入凭据。
其余 17 个项目见收录列表。