TrendingAgent
用 AI 精读热门开源项目，追踪开发者生态脉搏，沉淀每日技术趋势洞察。
Leaderboard
按 GitHub Trending 今日排名展示，快速查看热度、语言和新增 Stars。
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Daily Brief
今日共抓取 16 个 GitHub Trending 项目。LLM 日报总结暂不可用，以下为基于仓库描述、语言和 star 数据生成的规则摘要。主要语言包括：Python、Swift、TypeScript、Clojure、Rust。
Repositories
#1
World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
12,252
Stars
1,562
Forks
+2,938
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 2938 stars，排名第 1。World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 2463 stars，排名第 2。macOS video editor built for AI
#3
The open-source AI voice studio. Clone, dictate, create.
32,311
Stars
3,938
Forks
+529
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 529 stars，排名第 3。The open-source AI voice studio. Clone, dictate, create.
#4
817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0
18,754
Stars
2,214
Forks
+956
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 956 stars，排名第 4。817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0
#5
Penpot: The open-source design tool for design and code collaboration
52,898
Stars
3,387
Forks
+728
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 728 stars，排名第 5。Penpot: The open-source design tool for design and code collaboration
#6
#1 PDF Application on GitHub that lets you edit PDFs on any device anywhere
82,978
Stars
7,242
Forks
+547
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 547 stars，排名第 6。#1 PDF Application on GitHub that lets you edit PDFs on any device anywhere
#7
Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA
113,190
Stars
16,796
Forks
+573
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 573 stars，排名第 7。Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 395 stars，排名第 8。Write HTML. Render video. Built for agents.
#9
Turso is an in-process SQL database, compatible with SQLite.
21,505
Stars
1,089
Forks
+540
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 540 stars，排名第 9。Turso is an in-process SQL database, compatible with SQLite.
#10
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
73,300
Stars
9,907
Forks
+738
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 738 stars，排名第 10。An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
#11
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.
11,654
Stars
860
Forks
+1,185
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 1185 stars，排名第 11。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.
#12
LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.
45,885
Stars
41,935
Forks
+1,557
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 1557 stars，排名第 12。LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.
#13
The API to search, scrape, and interact with the web at scale. 🔥
137,349
Stars
7,962
Forks
+615
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 615 stars，排名第 13。The API to search, scrape, and interact with the web at scale. 🔥
#14
一个利用AI编码智能体一键克隆任意网站为Next.js项目的模板。
17,791
Stars
2,748
Forks
+100
Today
README 精读
该项目是一个可复用的模板，核心功能是利用AI编码智能体（如Claude Code）将任意URL指向的网站逆向工程为一个基于Next.js 16、Tailwind CSS v4等现代技术栈的清洁代码库。其工作流程包含侦察、基础搭建、组件规格定义、并行构建和组装等多个阶段。该模板适合需要进行网站平台迁移、恢复丢失源代码或学习现代网站构建方式的开发者和技术人员。
推荐理由
项目直接解决了将现有网站现代化和代码化的痛点，提供了清晰的流程和广泛的AI工具兼容性，在开发者社区引起了较高的关注。
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 193 stars，排名第 15。AirLLM 70B inference with single 4GB GPU
#16
Skills for Real Engineers. Straight from my .claude directory.
141,754
Stars
12,261
Forks
+2,051
Today
README 精读
README 已抓取，但 LLM 总结暂不可用，建议打开仓库查看详细说明。
推荐理由
今日新增 2051 stars，排名第 16。Skills for Real Engineers. Straight from my .claude directory.