鲫鱼科技周报 | 2026-06-28 GitHub 趋势周榜(前端 & AI)

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数据来源:Trendshift 周榜 · 2026年06月28日 本周汇总


🤖 AI 方向 周榜 Top 10

1. google-labs-code/design.md

A format specification for describing a visual identity to coding agents. DESIGN.md gives agents a persistent, structured understanding of a design system.

#Design system

2. unicity-astrid/book

The canonical reference for Astrid OS: kernel, capsules, host ABI, the bus, and the security model.

3. DietrichGebert/ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

#AI agent #AI coding assistant

4. topoteretes/cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

#AI agent #AI memory

5. JCodesMore/ai-website-cloner-template

Clone any website with one command using AI coding agents

#AI coding assistant

6. zhaoxuya520/reverse-skill

逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端

#AI agent #AI skills #Pentesting

7. xbtlin/ai-berkshire

AI 时代的伯克希尔:基于 Claude Code 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built on Claude Code. 4 masters' methodologies + multi-agent adversarial analysis.

#AI agent #Fintech

8. garrytan/gstack

Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA

#AI agent #AI workflow

9. DeusData/codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

#AI coding assistant #AI infrastructure #MCP

10. mattpocock/skills

Skills for Real Engineers. Straight from my .claude directory.

#AI skills


🖥️ 前端方向 周榜 Top 7

1. google-labs-code/design.md

A format specification for describing a visual identity to coding agents. DESIGN.md gives agents a persistent, structured understanding of a design system.

#Design system

2. JCodesMore/ai-website-cloner-template

Clone any website with one command using AI coding agents

#AI coding assistant

3. xbtlin/ai-berkshire

AI 时代的伯克希尔:基于 Claude Code 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built on Claude Code. 4 masters' methodologies + multi-agent adversarial analysis.

#AI agent #Fintech

4. mukul975/Anthropic-Cybersecurity-Skills

754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 26 security domains · Apache 2.0

#AI agent #AI skills

5. apple/container

A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.

6. Panniantong/Agent-Reach

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

#AI agent #Web scraping #Search

7. ShadowHackrs/gmail-account-creator

🚀 Advanced automated Gmail account creation tool with anti-detection, phone verification bypass, 5sim integration, and beautiful modern interface. Create Gmail accounts in bulk with ease.

#Web scraping