开源日报 · 2026-09-24

每日精选（数据截至 09-17 ~ 09-24 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	NandhaKishorM/laya	Python	⭐ 20,396	Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request. `calibration` `classification` `decision-model`
2	zai-org/ZCode	TypeScript	⭐ 6,533	Z.ai’s coding agent harness. Powerful, intelligent, extensible.
3	mizorewww/laya-mlx	Python	⭐ 5,949	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`
4	jev-chat/jev-chat-jarvis	Kotlin	⭐ 5,225	装在手机上的对话副驾：在微信 / QQ / X / 飞书里读懂对方、给出候选回复、一键填入输入框，发不发由你。非侵入，只读屏幕，不 hook 不改包。 `accessibility-service` `android` `chat-assistant`
5	unreallabsai/unreal-agent	Go	⭐ 1,706	Async-first agent harness
6	bespokelabsai/nimble	Python	⭐ 1,682	Local typed decisions, contrastive data curation, and model evaluation.
7	mizorewww/laya-coreml	Python	⭐ 1,391	Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks. `apple-neural-engine` `apple-silicon` `coreml`
8	newliver666/apk-reverse	Python	⭐ 1,270	Suitable for Android APK reverse engineering analysis

🐍 Python

#	仓库	语言	Stars	简介
1	NandhaKishorM/laya	Python	⭐ 20,396	Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request. `calibration` `classification` `decision-model`
2	mizorewww/laya-mlx	Python	⭐ 5,949	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`
3	bespokelabsai/nimble	Python	⭐ 1,682	Local typed decisions, contrastive data curation, and model evaluation.
4	mizorewww/laya-coreml	Python	⭐ 1,391	Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks. `apple-neural-engine` `apple-silicon` `coreml`
5	newliver666/apk-reverse	Python	⭐ 1,270	Suitable for Android APK reverse engineering analysis
6	volotat/mini-AGI	Python	⭐ 718	Continual learning model trained from scratch on 8GB VRAM laptop with batch-1 stream of data.
7	kerpopule/hermes-jev-skills	Python	⭐ 702	Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude Code and Codex)
8	incoai/splash	Python	⭐ 686	A local inference engine for Apple silicon, built around the model. `apple-silicon` `coding-agents` `llm-inference`

🟦 TypeScript / JavaScript

#	仓库	语言	Stars	简介
1	zai-org/ZCode	TypeScript	⭐ 6,533	Z.ai’s coding agent harness. Powerful, intelligent, extensible.
2	githubnext/localjev	TypeScript	⭐ 736	（暂无描述）
3	kyotofin/tax-doc-classifier	TypeScript	⭐ 412	Tax document page classifier built on Jev decisions. 100% strict accuracy across 261 IRS forms, ~$0.001 per page.
4	anishfn/shapeshift	TypeScript	⭐ 405	An input that becomes what you mean: one text box that morphs into the right UI as you type. Powered by TypeSafe Jev, works offline.
5	receptron/laya	TypeScript	⭐ 356	Run Laya, the open-source Jev-compatible System-1 decision model, from Node.js / TypeScript via ONNX Runtime
6	Alex314618-create/JevRev	TypeScript	⭐ 214	An LLM + Jev workflow. Boost your vertebrate brain with a spine inside. `jev` `llm` `workflow`
7	coldteadotai/abide	TypeScript	⭐ 211	Make your coding agent abide by all your project rules `claude-code` `claude-code-hooks` `claude-code-plugin`
8	FerryCorleone/crush-monitor	TypeScript	⭐ 205	Crush 好感监控器：用 Jev 分析微信聊天的情绪、意图和回复表现。本机部署，使用自己的 API Key。

🐹 Go

#	仓库	语言	Stars	简介
1	unreallabsai/unreal-agent	Go	⭐ 1,706	Async-first agent harness
2	gylive/ccodex-sleep-state	Go	⭐ 609	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。
3	kryvora-network/kryvora-node	Go	⭐ 498	Reference client daemon and verification worker for Kryvora Network nodes. `depin` `distributed-systems` `golang`
4	HyNetworks/OpenGFW	Go	⭐ 253	OpenGFW is your very own DIY Great Firewall of China
5	wangyunjeff/sub2api-state-kit	Go	⭐ 203	Sub2API 账号级 STATE 扩展：Pro/Team 选择、固定代理复验与 312 异常动态守护（实验版）

🦀 Rust

#	仓库	语言	Stars	简介
1	Lumid-Off/AirCard-Windows	Rust	⭐ 782	（暂无描述）
2	Haleclipse/CometixCode	Rust	⭐ 507	An unofficial Rust reimplementation of Anthropic’s Claude Code terminal UI, built on iocraft
3	eliasstravik/herdr-projects	Rust	⭐ 342	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	⭐ 288	DEX → Java decompiler in Rust — fast, progressive analysis, bilingual CLI `android` `decompiler` `dex`
5	BridgeDruidCompress/TauriKit	Rust	⭐ 223	Modern UI component kit for Rust desktop applications `components` `cross-platform` `desktop`
6	BinaryDeliverer/CodexDesk	Rust	⭐ 222	Desktop companion for AI coding agents and Codex workflows `agent` `ai` `codex`
7	BricklayerSurmount/DockForge	Rust	⭐ 222	Flexible dock and panel layout system for desktop apps `desktop` `dock` `gui`
8	AutocratGirder/ClashDesk	Rust	⭐ 222	Modern cross-platform desktop client for proxy workflows `clash` `desktop` `gui`

🤖 AI / LLM 生态（老牌项目近期活跃）

#	仓库	语言	Stars	简介
1	NousResearch/hermes-agent	Python	⭐ 248,395	The agent that grows with you `ai` `ai-agent` `ai-agents`
2	Significant-Gravitas/AutoGPT	Python	⭐ 187,516	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	⭐ 183,864	The web data API to search, scrape, and interact at scale. 🔥 `ai` `ai-agents` `ai-crawler`
4	langgenius/dify	TypeScript	⭐ 157,001	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	⭐ 152,944	User-friendly AI Interface (Supports Ollama, OpenAI API, …) `ai` `llm` `llm-ui`
6	langchain-ai/langchain	Python	⭐ 146,942	The agent engineering platform. `agents` `ai` `ai-agents`
7	JuliusBrussee/caveman	Go	⭐ 107,562	🪨 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	⭐ 105,471	Implement a ChatGPT-like LLM in PyTorch from scratch, step by step `ai` `artificial-intelligence` `attention-mechanism`

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