智能时代反思 AI产品与用户决策权。

该项目登上 GitHub Trending，输入主题即可调用多类大模型自动生成文案、无版权素材、字幕与背景音乐，并合成高清短视频。支持批量出片、横竖屏多尺寸及 Web/API 双界面，对设计师与内容创作者而言，是可本地或云端一键部署的快速视频生产方案。

火山引擎开源 OpenViking，一个面向 AI Agent 的上下文数据库。它通过 viking:// 虚拟文件系统统一存储记忆、知识库与技能，并在写入时自动构建 L0/L1/L2 三级摘要，实现按需加载与可观测的目录式检索，显著降低 Token 消耗。

Munder Difflin 是开源本地多智能体 harness，将 Claude Code、Codex 等终端 AI 工具转化为自协调团队：每个代理拥有长期记忆与 2D 办公室工位，由你的克隆体统一调度。设计工程师无需额外订阅即可在本地搭建 AI 协作流水线，并通过可视化界面实时观察多代理的编码与决策过程。

该仓库收录 754 个面向 AI Agent 的生产级网络安全技能，覆盖 26 个安全域并映射到 MITRE ATT&CK 等 5 大框架。遵循 agentskills.io 标准，可直接用于 Claude Code、Cursor 等 20 多个平台，让安全 Agent 秒变资深分析师。

NautilusTrader 是近期登上 GitHub Trending 的开源交易引擎，以 Rust 构建核心执行层，Python 充当策略编排的控制平面，支持回测与实盘的无缝零代码切换。其确定性事件驱动架构和「研究-生产一致性」理念，对构建高可靠 AI 系统或复杂设计工具有间接参考价值。

TypeScript 教育家 Matt Pocock 开源了他自用的 Claude agent skills 仓库，提供一套小型、可组合、模型无关的工程化技能集合，附带一键安装脚本。不同于完全放任的 vibe coding，这套技能旨在修复 Claude Code 与 Codex 等工具的常见失效模式，让开发者保持对真实工程流程的掌控。

obra/superpowers

An agentic skills framework & software development methodology that works. Superpowers Superpowers is a complete software development methodology for your coding agents, built on top of a set of composable skills and some initial instructions that make sure your agent uses them. Quickstart Give your agent Superpowers: Claude Code, Codex CLI, Codex App, Factory Droid, Gemini CLI, OpenCode, Cursor, GitHub Copilot CLI. How it works It starts from the moment you fire up your coding agent. As soon as it sees that you're building something, it doesn't just jump into trying to write code. Instead, it steps back and asks you what you're really trying to do. Once it's teased a spec out of the conversation, it shows it to you in chunks short enough to actually read and digest. After you've signed off on the design, your agent puts together an implementation plan that's clear enough for an enthusiastic junior engineer with poor taste, no judgement, no project context, and an aversion to testing to follow. It emphasizes true red/green TDD, YAGNI (You Aren't Gonna Need It), and DRY. Next up, once you say "go", it launches a subagent-driven-development process, having agents work through each engineering task, inspecting and reviewing their work, and continuing forward. It's not uncommon for Claude to be able to work autonomously for a couple hours at a time without deviating from the plan you put together. There's a bunch more to it, but that's the core of the system. And because the skills trigger automatically, you don't need to do anything special. Your coding agent just has Superpowers. Sponsorship If Superpowers has helped you do stuff that makes money and you are so inclined, I'd greatly appreciate it if you'd consider sponsoring my opensource work. Thanks! Jesse Installation Installation differs by harness. If you use more than one, install Superpowers separately for each one. Claude Code Superpowers is available via the official C…[truncated]

omlx 是专为 Apple Silicon 打造的本地 LLM 推理服务器，支持持续批处理与分层 KV 缓存（内存+SSD），对话中切换上下文也能复用历史缓存。通过 macOS 菜单栏即可管理模型加载与限制，并内置 CLI 与 MCP 支持，可直接为 Claude Code 等工具提供本地推理能力。

开发者将 Claude Code 扩展为求职指挥中心，通过 Playwright 自动扫描 Greenhouse 等招聘门户，以 10 维度加权评分批量筛选职位，并生成 ATS 优化的定制 PDF 简历。它不是海投工具，而是帮求职者从数百条信息中快速定位高匹配机会的过滤系统。

Immich 是一款开源的高性能自托管照片与视频管理工具，支持自动备份、多用户、AI 搜索与元数据管理。近日登上 GitHub Trending，但其核心定位是个人或家庭 NAS 的私有媒体库，与产品设计师、AI 设计师及设计工程师的日常工作和工具链基本无关。

amadeusprotocol/node

node Tested Distro/Env Linux Kernel 6.8 Ubuntu 24.04 Building Using podman or docker podman build --tag erlang_builder -f build.Dockerfile ./build.sh Testnet #run local testnet with RPC api #point RPC endpoint to localhost vim /etc/hosts 127.0.0.1 nodes.amadeus.bot #run google chrome with cert verification disabled and CORS disabled mkdir -p /tmp/chrome_debug google-chrome --user-data-dir="/tmp/chrome_debug" --no-first-run --no-default-browser-check \ --ignore-certificate-errors --disable-web-security --unsafely-treat-insecure-origin-as-secure=https://nodes.amadeus.bot #allow listening on port 80 and 443 sudo sysctl -w net.ipv4.ip_unprivileged_port_start=80 #run the local testnet TESTNET=true WORKFOLDER=/tmp/testnet HTTP_IPV4=127.0.0.1 HTTP_PORT=80 ./amadeusd # inside REPL submit a transfer to self pk = Application.fetch_env!(:ama, :trainer_pk) sk = Application.fetch_env!(:ama, :trainer_sk) Testnet.call(sk, "Coin", "transfer", [pk,"1","AMA"]) # Deploy contract (default account is :trainer_pk) pk = Application.fetch_env!(:ama, :trainer_pk) sk = Application.fetch_env!(:ama, :trainer_sk) Testnet.deploy "/home/user/project/node/contract_samples/assemblyscript/counter.wasm" Testnet.call sk, pk, "get", [] Testnet.call sk, pk, "increment", ["2"] AutoUpdates + Running as a systemd service cat <<EOT > /etc/sysctl.conf #buff up the UDP stack for 1gbps net.core.wmem_max = 268435456 net.core.rmem_default = 212992 net.core.rmem_max = 268435456 net.core.netdev_max_backlog = 300000 net.core.optmem_max = 16777216 net.ipv4.udp_mem = 3060432 4080578 6120864 # for normal networks: block spoofed UDP packets net.ipv4.conf.all.rp_filter=1 net.ipv4.conf.default.rp_filter=1 EOT cat <<EOT > /etc/security/limits.conf root hard nofile 1048576 root soft nofile 1048576 * hard nofile 1048576 * soft nofile 1048576 root hard nproc unlimited root soft nproc unlimited * hard nproc unlimited * soft nproc unlimited root hard memlock unlimited root soft memlock unlimit…[truncated]

marceloprates/prettymaps

Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely https://prettymaps.streamlit.app/ prettymaps A minimal Python library to draw customized maps from OpenStreetMap created using the osmnx, matplotlib, shapely and vsketch packages. This work is licensed under a GNU Affero General Public License v3.0 (you can make commercial use, distribute and modify this project, but must disclose the source code with the license and copyright notice) Note about crediting and NFTs: Please keep the printed message on the figures crediting my repository and OpenStreetMap (mandatory by their license). I am personally against NFTs for their environmental impact, the fact that they're a giant money-laundering pyramid scheme and the structural incentives they create for theft in the open source and generative art communities. I do not authorize in any way this project to be used for selling NFTs, although I cannot legally enforce it. Respect the creator. The AeternaCivitas and geoartnft projects have used this work to sell NFTs and refused to credit it. See how they reacted after being exposed: AeternaCivitas, geoartnft. I have closed my other generative art projects on Github and won't be sharing new ones as open source to protect me from the NFT community. As seen on Hacker News: prettymaps subreddit Tutorial (marimo) · Google Colaboratory Demo Installation Install locally: Install prettymaps with: pip install prettymaps Install on Google Colaboratory: Install prettymaps with: !pip install -e "git+https://github.com/marceloprates/prettymaps#egg=prettymaps" Then restart the runtime (Runtime -> Restart Runtime) before importing prettymaps Run front-end After prettymaps is installed, you can run the front-end (streamlit) application from the prettymaps repository using: streamlit run app.py Tutorial The full tutorial is at docs/tutorial.md — a markdown walkthrough with rendered im…[truncated]

GenLayer 区块链平台的样板项目登上 GitHub Trending，包含一个基于 LLM 的足球博彩智能合约、Next.js 15 前端与测试套件。尽管技术栈涉及 AI 与前端工程，但本质仍是面向链上开发者的 Web3 模板，对主流设计工作流缺乏直接参考价值。