Today's brief

DeepTutor 是 HKUDS 推出的开源 AI 辅导系统，近日登上 GitHub Trending。最新版本迭代了 RAG 知识库修复、LlamaIndex 多模态解析与 LightRAG 检索等功能。但对产品设计师与设计工程师而言，这属于垂直教育领域的技术补丁，未提供可复用于设计工作流的方法或资源。

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]

Impeccable 是一套面向 Claude 的开源前端设计技能库，在 Anthropic 官方 frontend-design 基础上扩展了 7 大领域参考、23 条命令与 27 条反模式规则，并配有 CLI 和浏览器扩展。它通过共享设计词汇与自动审计，帮助设计工程师让 AI 输出摆脱千篇一律的 SaaS 模板感。

JetBrains 发布围绕 pi coding agent 构建的 agentic IDE ThinkRail，支持以 git worktree 实现隔离工作区，让 AI 在独立分支并行作业而不污染主仓库；通过 living specs 与可复用 skills 沉淀项目知识，未来还将支持自生长扩展。目前已开源，设计工程师可直接上手体验。

OpenMausBot 是 Grok Bot 的开源替代品，将多个 AI Agent 装进类似聊天应用的本地客户端。每个 Bot 都是独立运行的 Claude 或 Codex 实例，拥有专属虚拟机、个性设定和第三方应用连接能力，支持 macOS、Windows 与 Linux。设计工程师可直接下载，搭建私有 AI 团队，把重复性设计系统维护、代码生成等任务丢给 Agent 并行处理。

OpenBot 是一个本地优先的桌面应用，为 Codex、Claude、Grok 等 AI Agent 提供持久化独立工作空间，支持任务队列、文件共享、浏览器控制和 Agent 间协作。它把分散的 CLI 工具整合进统一的 GUI，让多模型并行和上下文管理变得可视化，对需要同时调用多个 AI 的设计工程师来说是新的工作流选项。

这是一个为 AI 编码助手（Claude Code、Cursor、Codex、Windsurf 等）整理的设计技能合集，以 markdown rules 形式提供。每个技能自包含，目前包含落地页设计系统。设计师可按需安装，直接让 AI 工具按专业设计流程工作，把设计意图转化为结构化规则。

thedotmack/claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More https://claude-mem.ai         🇨🇳 中文 • 🇹🇼 繁體中文 • 🇯🇵 日本語 • 🇵🇹 Português • 🇧🇷 Português • 🇰🇷 한국어 • 🇪🇸 Español • 🇩🇪 Deutsch • 🇫🇷 Français • 🇮🇱 עברית • 🇸🇦 العربية • 🇷🇺 Русский • 🇵🇱 Polski • 🇨🇿 Čeština • 🇳🇱 Nederlands • 🇹🇷 Türkçe • 🇺🇦 Українська • 🇻🇳 Tiếng Việt • 🇵🇭 Tagalog • 🇮🇩 Indonesia • 🇹🇭 ไทย • 🇮🇳 हिन्दी • 🇧🇩 বাংলা • 🇵🇰 اردو • 🇷🇴 Română • 🇸🇪 Svenska • 🇮🇹 Italiano • 🇬🇷 Ελληνικά • 🇭🇺 Magyar • 🇫🇮 Suomi • 🇩🇰 Dansk • 🇳🇴 Norsk Persistent memory compression system built for Claude Code. Quick Start • How It Works • Search Tools • Documentation • Configuration • Troubleshooting • License Claude-Mem seamlessly preserves context across sessions by automatically capturing tool usage observations, generating semantic summaries, and making them available to future sessions. This enables Claude to maintain continuity of knowledge about projects even after sessions end or reconnect. Quick Start Install claude-mem for Grok Bot: npx claude-mem install --ide grok-bot Grok Bot has no host hooks, so we watch the chat log files. Default is CMEM Pro, the hosted memory. Local observer is opt-in: --provider host. Installing this plugin does not install Cursor. Awareness push pilot (LFG + Orifice): needle observations (decision, bugfix, security_alert, sensitive) are appended as dated - YYYY-MM-DD [awareness] … lines into that bot's memory/log/YYYY-MM.md. Grok Bot already re-reads the log from disk. This does not write profile.md, user-memory, or project memory. Disable with CLAUDE_MEM_GROK_BOT_AWARENESS_ENABLED=false. …[truncated]

OpenBot 是 CopilotKit 新开源的框架，让企业能在自有基础设施上部署具备独立浏览器、文件系统和工具的 AI 同事。它通过 AG-UI 兼容任意智能体栈，支持人工随时接管，且所有操作可追溯，本质上是可深度定制的模板而非封闭式产品。

一个 GitHub 仓库整理了 31 个针对 Claude、Gemini、DeepSeek 等 25 余个模型的 jailbreak 提示词，涵盖完整的系统提示、角色锁定、工作区策略及 Ollama 配置文件。虽然以绕过安全限制为卖点，但其对指令层级和代理配置的拆解，对研究 AI 系统提示工程与提示注入防御有一定参考。

这个项目将单个 Claude Code 会话扩展为完整的游戏开发工作室，包含 49 个专业 AI 代理和 72 项工作流技能，模拟真实工作室的层级管理。它通过设立总监、部门负责人和专家角色，在代码审查、设计文档和质量把控上建立制衡机制，解决单人 AI 开发缺乏结构化和质量门控的核心痛点。