GitHub Trending 日榜 Top 10（2026/10/15）
今日 GitHub 热门项目深度解读，每个项目 500 字讲清楚核心价值。
🏆 第1名：morluto/rea
Reverse engineer anything with agents, from app behavior down to native binaries.
技术栈：TypeScript
今日增长：+41,034 Star
累计 Star：243,233
Fork 数：60,663
仓库地址：https://github.com/morluto/rea
🥈 第2名：debpalash/VoiceStudio
VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
技术栈：Python
今日增长：+3,538 Star
累计 Star：66,442
Fork 数：7,322
仓库地址：https://github.com/debpalash/VoiceStudio
🥉 第3名：ifixai-ai/iFixAi
Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds.
技术栈：Python
今日增长：+2,109 Star
累计 Star：27,454
Fork 数：1,505
仓库地址：https://github.com/ifixai-ai/iFixAi
第4名：xtool-org/xtool
Cross-platform Xcode replacement. Build and deploy iOS apps with SwiftPM on Linux, Windows, macOS.
技术栈：Swift
今日增长：+1,502 Star
累计 Star：10,866
Fork 数：492
仓库地址：https://github.com/xtool-org/xtool
第5名：vxcontrol/pentagi
Fully autonomous AI Agents system capable of performing complex penetration testing tasks
技术栈：Go
今日增长：+1,025 Star
累计 Star：29,525
Fork 数：4,432
仓库地址：https://github.com/vxcontrol/pentagi
第6名：NationalSecurityAgency/ghidra
Ghidra is a software reverse engineering (SRE) framework
技术栈：Java
今日增长：+1,008 Star
累计 Star：87,555
Fork 数：9,771
仓库地址：https://github.com/NationalSecurityAgency/ghidra
第7名：mksglu/context-mode
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
技术栈：TypeScript
今日增长：+947 Star
累计 Star：29,155
Fork 数：2,046
仓库地址：https://github.com/mksglu/context-mode
第8名：rust-lang/rust
Empowering everyone to build reliable and efficient software.
技术栈：Rust
今日增长：+207 Star
累计 Star：120,049
Fork 数：18,701
仓库地址：https://github.com/rust-lang/rust
第9名：K-Dense-AI/scientific-agent-skills
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
技术栈：Python
今日增长：+163 Star
累计 Star：49,380
Fork 数：4,423
仓库地址：https://github.com/K-Dense-AI/scientific-agent-skills
第10名：ntdevlabs/tiny11builder
WinUI app for building smaller, customized Windows 11 images.
技术栈：C#
今日增长：+139 Star
累计 Star：20,246
Fork 数：1,556
仓库地址：https://github.com/ntdevlabs/tiny11builder
