开源日报 · 2026-09-21

每日精选（数据截至 09-14 ~ 09-21 一周新晋项目，按 star 数排序）。数据来源：GitHub Search API。点击仓库名直达项目主页。

🔥 综合热门（全部语言）

#	仓库	语言	Stars	简介
1	browser-use/jev-ultrafast	Python	⭐ 14,120	i. am. speed.
2	NandhaKishorM/laya	Python	⭐ 7,262	（暂无描述）
3	tamaratran/fast-jev-compaction	TypeScript	⭐ 5,780	Claude Code plugin that replaces the compaction summary with Jev decisions: every tool call and result is scored in one fast request, stale ones are dropped or truncated, everything kept stays verbatim.
4	zai-org/ZCode	TypeScript	⭐ 4,915	Z.ai’s coding agent harness. Powerful, intelligent, extensible.
5	robbietilton/Compositor	Swift	⭐ 4,079	The Photoshop alternative for Mac
6	TheoLeeCJ/SemIf	Python	⭐ 2,819	Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.
7	mizorewww/laya-mlx	Python	⭐ 2,535	Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API. `apple-silicon` `decision-model` `inference`
8	mcncarl/jianying-headless	Python	⭐ 2,255	Private source preview: native Jianying drafts, isolated editing/export, and standalone Agent Skill.

🐍 Python

#	仓库	语言	Stars	简介
1	browser-use/jev-ultrafast	Python	⭐ 14,121	i. am. speed.
2	NandhaKishorM/laya	Python	⭐ 7,262	（暂无描述）
3	TheoLeeCJ/SemIf	Python	⭐ 2,819	Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.
4	mizorewww/laya-mlx	Python	⭐ 2,535	Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API. `apple-silicon` `decision-model` `inference`
5	mcncarl/jianying-headless	Python	⭐ 2,255	Private source preview: native Jianying drafts, isolated editing/export, and standalone Agent Skill.
6	TianyuCodings/NanoJev	Python	⭐ 1,698	A nano replica of Jev: parallel decisions, dynamic candidates, and an end-to-end training pipeline.
7	jaredpalmer/kev	Python	⭐ 1,674	tiny Jev-like family of decision models built on top of Qwen3.5 you can train and run on your own `decision-model` `jev` `qwen3`
8	bespokelabsai/nimble	Python	⭐ 1,388	Local typed decisions, contrastive data curation, and model evaluation.

🟦 TypeScript / JavaScript

#	仓库	语言	Stars	简介
1	tamaratran/fast-jev-compaction	TypeScript	⭐ 5,780	Claude Code plugin that replaces the compaction summary with Jev decisions: every tool call and result is scored in one fast request, stale ones are dropped or truncated, everything kept stays verbatim.
2	zai-org/ZCode	TypeScript	⭐ 4,916	Z.ai’s coding agent harness. Powerful, intelligent, extensible.
3	jarrodwatts/jev-trader	TypeScript	⭐ 1,693	One AI trade decision every Monad block. Jev on Kuru MON-USDC.
4	githubnext/localjev	TypeScript	⭐ 669	（暂无描述）
5	devagrawal09/jev-review	TypeScript	⭐ 444	A staged code-review workflow and local dashboard built with TypeSafe Jev. `ai` `code-review` `jev`
6	superagents-lab/jev-search	TypeScript	⭐ 355	Search the web with TypeSafe’s Jev: source selection, query understanding and relevance ranking. Built with Search1API.
7	dabit3/jev-experiments	TypeScript	⭐ 352	（暂无描述）
8	kyotofin/tax-doc-classifier	TypeScript	⭐ 322	Tax document page classifier built on Jev decisions. 100% strict accuracy across 261 IRS forms, ~$0.001 per page.

🐹 Go

#	仓库	语言	Stars	简介
1	gylive/ccodex-sleep-state	Go	⭐ 544	尝试改善 Codex 降智、限流与连接体验。本地一键启动、网页配置修复，支持 Astra / Sol / Terra、订阅和代理；不保证取得指定 state 或提升模型质量。
2	HyNetworks/OpenGFW	Go	⭐ 243	（暂无描述）

🦀 Rust

#	仓库	语言	Stars	简介
1	Haleclipse/CometixCode	Rust	⭐ 436	An unofficial Rust reimplementation of Anthropic’s Claude Code terminal UI, built on iocraft
2	Lumid-Off/AirCard-Windows	Rust	⭐ 404	（暂无描述）
3	eliasstravik/herdr-projects	Rust	⭐ 271	A coordinator conversation, parallel worker threads, shared memory and an overview of what needs you. A Herdr plugin. `herdr` `herdr-plugin`
4	ejfkdev/ddc	Rust	⭐ 207	DEX → Java decompiler in Rust — fast, progressive analysis, bilingual CLI `android` `decompiler` `dex`
5	dmtrKovalenko/bashka	Rust	⭐ 202	Stop running unverified bash scripts to install software! curl \| bashKA for static verification of bash script safty and managing installed software

⚙️ C++

#	仓库	语言	Stars	简介
1	adonis-singh/re4	C++	⭐ 248	Resident Evil 4 (GameCube, G4BE08 debug build) — complete byte-identical decompilation to C/C++ `decompilation` `gamecube` `powerpc`

🤖 AI / LLM 生态（老牌项目近期活跃）

#	仓库	语言	Stars	简介
1	NousResearch/hermes-agent	Python	⭐ 247,639	The agent that grows with you `ai` `ai-agent` `ai-agents`
2	Significant-Gravitas/AutoGPT	Python	⭐ 187,472	AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters. `agentic-ai` `agents` `ai`
3	firecrawl/firecrawl	TypeScript	⭐ 182,774	The web data API to search, scrape, and interact at scale. 🔥 `ai` `ai-agents` `ai-crawler`
4	langgenius/dify	TypeScript	⭐ 156,713	Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack. `agent` `agentic-ai` `agentic-framework`
5	open-webui/open-webui	Python	⭐ 152,691	User-friendly AI Interface (Supports Ollama, OpenAI API, …) `ai` `llm` `llm-ui`
6	langchain-ai/langchain	Python	⭐ 146,784	The agent engineering platform. `agents` `ai` `ai-agents`
7	JuliusBrussee/caveman	Go	⭐ 107,086	🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman. `ai` `anthropic` `caveman`
8	rasbt/LLMs-from-scratch	Jupyter Notebook	⭐ 105,334	Implement a ChatGPT-like LLM in PyTorch from scratch, step by step `ai` `artificial-intelligence` `attention-mechanism`

由 Hermes 自动抓取生成 · 下一期明天见 👋