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Hacker News ·

Show HN: Coding agent spots your AI practices and the ones you're missing

Frontier models improve at a pace faster than the pace at which most humans are able to keep up. Not all of us are obsessed with pushing the boundaries of our agents and trying new ways to work with them. I often spend 12+ hours a day working with an LLM, and still, when I talk to people, I hear of ways of working I hadn’t thought of. What if we could speed up that pace of learning? What if everybody shared their practices of how they are making the most of AI, and if we could learn from each ot

V2EX ·

[分享创造] Windows 微信电脑版消息通知灵动岛

微信电脑版消息通知灵动岛提醒（ Windows ）。程序监听 Windows Shell Hook 的任务栏闪烁事件，在屏幕顶部显示提醒胶囊；不读取聊天内容，也不统计未读条数。 功能 微信请求任务栏关注时显示动画胶囊和绿点。 微信窗口激活后自动清除提醒。 空闲时显示拟物化镜头孔圆点；提醒胶囊带柔和阴影。 通知区托盘图标提供“恢复胶囊位置”和“退出”菜单。 支持拖动位置、自定义微信图标和事件诊断模式。 提醒依赖微信和 Windows 发出任务栏闪烁事件。若微信没有发出该事件，程序无法保证显示提醒。 运行 仅支持 Windows 。使用 Python 运行时，Pillow 用于更精细的动画和透明渲染；没有 Pillow 时会回退到简易界面。 python -m pip install Pillow pythonw .\wechat_capsule.py pythonw 会隐藏控制台；点击右下角托盘图标，在菜单中选择“退出”即可关闭后台进程。调试时可改用 python .\ wechat_capsule.py 保留控制台。 https://github.com/likeyun/WeixinM

V2EX ·

[分享创造] 一键 12345 skill

有烦心事？填写 12345 投诉单很麻烦？不存在的，一个 skill 搞定。 先开放了云南版，简单说出你的问题及诉求，skill 帮你全搞定！亲测 agent 可用（移动端、电脑端），workbuddy 的免费版 hy3 亦可。 https://github.com/johamwon/yunnan-12345-oneclick

Product Hunt ·

Testifly

Autonomous AI QA. Zero prompting. Zero maintenance.

TechCrunch ·

Voice AI in vogue: Nvidia releases new open transcription model

Nvidia just released a free speech-to-text model that can transcribe up to 40 languages, but it only works on recordings, not live audio, so it’s a big step for meeting and medical transcription tools while still leaving real-time use to rivals like ElevenLabs.

Hacker News ·

A garbage collector for LLM context windows, written in Rust

Hi HN, Like many of you, I spend a lot of time coding with Codex and switching between cloud and local models. As a software engineer, something I never understood, and honestly hated—was `/compact` and the way it’s designed. On local models my GPU screams, and after a few hours prefill takes 2 to 3 minutes per turn. On cloud models, as the context grows, the model starts getting noticeably dumber. IMHO the root problem is context bloat and the fact that compaction destroys the quality of the mo

V2EX ·

[分享创造] 用 AI 重做了集思录的界面

分享一个自己全程用 AI 做的 Chrome 扩展： JSL UI Plugin · 集思录现代化 ，功能如名，就是给集思录重做现代化的界面。主要实现包括： 深浅双主题 卡片化，现代化排版 全站统一的页头页脚等 欢迎大家下载使用，并反馈遇到的问题，我会抽时间跟进修复。 Chrome 商店地址： JSL UI Plugin · 集思录现代化 Github 地址： jsl-ui-plugin 部分截图界面如下： 再写一点感受。 我原本是写后端的，对前端不熟，尤其搞不懂 CSS ，觉得调样式太过复杂，之前多次有想过学习前端都因 CSS 搞不掂而放弃。 但这两周用 AI 重写集思录界面的过程，让我感觉调 CSS 已经没有太高门槛了。具体来说，我用的主要是 ZCode + GLM-5.3-Flash / DeepSeek-V4.1-Flash-1017 ，当我想要调整某个 UI 细节的时候，只需在 ZCode 浏览器里选择元素，在对话框补充要改的细节，只要说明得足够明确和准确，修改出来的效果基本让人满意而且是一轮就 OK 。 另外要赞一赞 DeepSeek-V4.1-Flash-1017 ，真是

Hacker News ·

Show HN: Interview your analysts instead of auto-generating a semantic layer

I’ve spent the last year building context for AI analysts in the mid-market. I’ve open sourced a library from my learnings, along the same principles of the Matt Pocock skills. Principles: * Claude / Codex / Cursor etc are great data agents - you just need context to enable them to answer business questions correctly. * Much of the important context lives in analysts heads' * Context must be maintainable (short, human readable - markdown and yaml) * Added context should be load bearing, not repe

Hacker News ·

Show HN: Local, Tracked, Versioned, Legal Research Databases

This is a project I've been working on for about 8 months now. I worked in legal tech for 3 years and found that one of the biggest hurdles for AI agents and lawyers alike when doing legal research is tracking changes, and correctly cross referencing those changes between different forms of legal documents. W2D builds a SQLite dataset from public sources, and offers agent skills for answering questions about that dataset. The dataset holds multiple revisions of the U.S. Code at each release poin

Product Hunt ·

Hera

AI Creative Canvas

Hacker News ·

Show HN: Babeltro – Nine demoscene effects in 13 languages, pixel-identical

I was wondering how those classic demoscene effects come out in different languages. It’s interesting to see the required contortions for each language to get there. For example, SQLite has no float32, so it's emulated in SQL. Wasm has no sin(), so the hand-written port builds its own sine table, to name a few. It was built end-to-end by AI agents. Every port is checked pixel by pixel against the C reference by a script in the repo.

V2EX ·

[分享创造] [开源] 你是否需要一个可以渲染 JSON/MD/git diff 的终端？

项目出发点其实是眼馋 mac 的各种优秀的终端，分屏，终端持久化，消息通知，命令补齐等等，由于 win 上实在没有太全面的终端；于是乎我又来 vibing 啦 本次更新重大，加入了非常多的内容 项目介绍 v2.3.0&2.3.1 更新日志 加入更多 aihook 支持 改进 hover 高亮，操作更有沉浸感 加入 ui 字体设置 更加美观的 git diff 支持原生 markdown 渲染！！！ 可以一键复制等 自动折叠 ls 原生 JSON 查看，可折叠内容；搜索等 更多的更新内容如下 欢迎各位朋友建议+提 issue ui 方面希望给出更多的建议，争取赶上 mac 的体验！ 喜欢的朋友可以点个 star 哦 项目地址： https://github.com/Kuddev/pebrel

V2EX ·

[分享创造] 做了一个把照片转成拼豆图纸的网页工具，想解决“看着像，却不好拼”

我是豆册的开发者 Conan 。把照片缩成像素画并不难，但用手工把它拼完是另一个问题：颜色太碎会增加分拣负担，五官少几格又容易失真。 豆册将图片转成带色号、用量与坐标的拼豆图纸。原图直拼在浏览器里完成，免费且无需注册；可编辑颜色、导出 PNG/CSV ，或 A4 分页打印。人物和宠物另有付费转 Q 版流程，需要卡密与云端处理，与本地免费功能分开。 我想请大家试试手机看图、备料清单和打印这几个环节，尤其是有没有“图纸看起来清楚，但真的拼时很别扭”的地方。预览是数字输出，不冒充实物。 https://doucebeads.com/ 可直接取用的小猫图纸： https://doucebeads.com/patterns/cat-face/

GitHub Trending ·

expo/skills

A collection of AI agent skills for working with Expo projects and Expo Application Services

GitHub Trending ·

macro-inc/macro

Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — @-linked together with shared AI memory.

GitHub Trending ·

hmjz100/LinkSwift

一个基于 JavaScript 的网盘文件下载地址获取工具。基于【网盘直链下载助手】修改 ，支持 百度网盘 / 阿里云盘 / 中国移动云盘 / 天翼云盘 / 迅雷云盘 / 夸克网盘 / UC网盘 / 123云盘 八大网盘

GitHub Trending ·

ruvnet/RuView

π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

+203 stars in the source’s daily window · Nov 9, 2026