2026.09.27 本周最佳开�项目�:laya

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�2026.09.27周榜最佳项目�3�

• **榜å�•å¢žé•¿ï¼šç¬¬1å��: NandhaKishorM/laya **
  • å¼€æº�地å�€ï¼šhttps://github.com/NandhaKishorM/laya
  • 📅 å¼€æº�时间：2026-09-21
  • â­� 总星标数é‡�：25668â­�
  • 🔺周Star增长é‡�：21780â­�
  • ðŸ“� 项目æ��述： 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.
• **榜å�•å¢žé•¿ï¼šç¬¬2å��: browser-use/jev-ultrafast **
  • å¼€æº�地å�€ï¼šhttps://github.com/browser-use/jev-ultrafast
  • 📅 å¼€æº�时间：2026-09-19
  • â­� 总星标数é‡�：20512â­�
  • 🔺周Star增长é‡�：12580â­�
  • ðŸ“� 项目æ��述： Fastest and cheapest web agent
• **榜å�•å¢žé•¿ï¼šç¬¬3å��: cloudflare/security-audit-skill **
  • å¼€æº�地å�€ï¼šhttps://github.com/cloudflare/security-audit-skill
  • 📅 å¼€æº�时间：2026-06-18
  • â­� 总星标数é‡�：21966â­�
  • 🔺周Star增长é‡�：6018â­�
  • ðŸ“� 项目æ��述： A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings

2026.09.22-2026.09.27 周榜排行

排�	项目�	Star�	上周增长�
1	NandhaKishorM/laya	25.7k	🔺21780
2	browser-use/jev-ultrafast	20.5k	🔺12580
3	cloudflare/security-audit-skill	22k	🔺6018
4	hypit-ai/hypit	16.3k	🔺5434
5	jaredpalmer/kev	7.2k	🔺4805
6	google/ax	11.9k	🔺4423
7	vectorize-io/hindsight	31.9k	🔺4162
8	dream-num/univer	19.1k	🔺3810
9	robbietilton/Compositor	5.7k	🔺3397
10	Open-Dev-Society/OpenStock	19.3k	🔺3334
11	jev-chat/jev-chat-jarvis	6.7k	🔺2980
12	tamaratran/fast-jev-compaction	7k	🔺2882
13	mizorewww/laya-mlx	6.4k	🔺2706
14	pacifio/atlas	7.4k	🔺2661
15	Albert-Weasker/niubigeo	4.9k	🔺2329
16	trycua/cua	26.5k	🔺2248
17	browser-use/video-use	27.3k	🔺2180
18	Tencent/WeKnora	30.6k	🔺2118
19	anthropics/financial-services	37.8k	🔺2091
20	TheoLeeCJ/SemIf	4.4k	🔺1958

注: 数�统计��github:https://github.com/OpenGithubs/github-weekly-rank

2026.09.22-2026.09.27 周榜项目详情

1. https://github.com/NandhaKishorM/laya

• â­� 总星标数é‡�：25.7k
• 🔺 上周增长数é‡�：21780â­�
• 🔺 上月增长数é‡�：21780â­�
• 📅 å¼€æº�时间：2026-09-21
• ðŸ“� 项目æ��述：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.

2. https://github.com/browser-use/jev-ultrafast

• â­� 总星标数é‡�：20.5k
• 🔺 上周增长数é‡�：12580â­�
• 🔺 上月增长数é‡�：15138â­�
• 📅 å¼€æº�时间：2026-09-19
• ðŸ“� 项目æ��述：Fastest and cheapest web agent

3. https://github.com/cloudflare/security-audit-skill

• â­� 总星标数é‡�：22k
• 🔺 上周增长数é‡�：6018â­�
• 🔺 上月增长数é‡�：15065â­�
• 📅 å¼€æº�时间：2026-06-18
• ðŸ“� 项目æ��述：A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings

4. https://github.com/hypit-ai/hypit

• â­� 总星标数é‡�：16.3k
• 🔺 上周增长数é‡�：5434â­�
• 🔺 上月增长数é‡�：8055â­�
• 📅 å¼€æº�时间：2026-07-30
• ðŸ“� 项目æ��述：Clone any viral video with AI agents. Not just a script, the whole workflow: swap the face, the words, the B-roll, ship 100 variants in one command, and get your 100M views.

5. https://github.com/jaredpalmer/kev

• â­� 总星标数é‡�：7.2k
• 🔺 上周增长数é‡�：4805â­�
• 🔺 上月增长数é‡�：4805â­�
• 📅 å¼€æº�时间：2026-09-22
• ðŸ“� 项目æ��述：Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own

6. https://github.com/google/ax

• â­� 总星标数é‡�：11.9k
• 🔺 上周增长数é‡�：4423â­�
• 🔺 上月增长数é‡�：4423â­�
• 📅 å¼€æº�时间：2026-03-31
• ðŸ“� 项目æ��述：Google's open agentic orchestration runtime

7. https://github.com/vectorize-io/hindsight

• â­� 总星标数é‡�：31.9k
• 🔺 上周增长数é‡�：4162â­�
• 🔺 上月增长数é‡�：4162â­�
• 📅 å¼€æº�时间：2025-10-30
• ðŸ“� 项目æ��述：Hindsight: Agent Memory That Learns

8. https://github.com/dream-num/univer

• â­� 总星标数é‡�：19.1k
• 🔺 上周增长数é‡�：3810â­�
• 🔺 上月增长数é‡�：3810â­�
• 📅 å¼€æº�时间：2022-09-29
• ðŸ“� 项目æ��述：The Office Harness for AI Agents — Spreadsheets, Docs, Slides, Canvas, Relational Tables, and PDF in one runtime.

9. https://github.com/robbietilton/Compositor

• â­� 总星标数é‡�：5.7k
• 🔺 上周增长数é‡�：3397â­�
• 🔺 上月增长数é‡�：3397â­�
• 📅 å¼€æº�时间：2026-09-20
• ðŸ“� 项目æ��述：The Photoshop alternative for Mac

10. https://github.com/Open-Dev-Society/OpenStock

• â­� 总星标数é‡�：19.3k
• 🔺 上周增长数é‡�：3334â­�
• 🔺 上月增长数é‡�：3334â­�
• 📅 å¼€æº�时间：2025-09-29
• ðŸ“� 项目æ��述：OpenStock is an open-source alternative to expensive market platforms. Track real-time prices, set personalized alerts, and explore detailed company insights — built openly, for everyone, forever free.

11. https://github.com/jev-chat/jev-chat-jarvis

• â­� 总星标数é‡�：6.7k
• 🔺 上周增长数é‡�：2980â­�
• 🔺 上月增长数é‡�：2980â­�
• 📅 å¼€æº�时间：2026-09-23
• ðŸ“� 项目æ��述：装在手机上的对è¯�副驾：在 QQ / X / 飞书里读懂对方ã€�给出候选回å¤�ã€�一键填入输入框，å�‘ä¸�å�‘由你。é�žä¾µå…¥ï¼Œå�ªè¯»å±�幕，ä¸� hook ä¸�改包。

12. https://github.com/tamaratran/fast-jev-compaction

• â­� 总星标数é‡�：7k
• 🔺 上周增长数é‡�：2882â­�
• 🔺 上月增长数é‡�：3813â­�
• 📅 å¼€æº�时间：2026-09-19
• ðŸ“� 项目æ��述：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.

13. https://github.com/mizorewww/laya-mlx

• â­� 总星标数é‡�：6.4k
• 🔺 上周增长数é‡�：2706â­�
• 🔺 上月增长数é‡�：2706â­�
• 📅 å¼€æº�时间：2026-09-22
• ðŸ“� 项目æ��述：Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.

14. https://github.com/pacifio/atlas

• â­� 总星标数é‡�：7.4k
• 🔺 上周增长数é‡�：2661â­�
• 🔺 上月增长数é‡�：4554â­�
• 📅 å¼€æº�时间：2026-05-15
• ðŸ“� 项目æ��述：Source control for agents. Use multiple coding agents, track their changes and query them in one place

15. https://github.com/Albert-Weasker/niubigeo

• â­� 总星标数é‡�：4.9k
• 🔺 上周增长数é‡�：2329â­�
• 🔺 上月增长数é‡�：2691â­�
• 📅 å¼€æº�时间：2026-09-09
• ðŸ“� 项目æ��述：Open-source AI brand visibility and competitor reports. Official website: https://niubigeo.ai/ | Paid services: AI testing by real people and GEO optimization. Pricing: https://niubigeo.ai/pricing

16. https://github.com/trycua/cua

• â­� 总星标数é‡�：26.5k
• 🔺 上周增长数é‡�：2248â­�
• 🔺 上月增长数é‡�：2248â­�
• 📅 å¼€æº�时间：2025-01-31
• ðŸ“� 项目æ��述：Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation.

17. https://github.com/browser-use/video-use

• â­� 总星标数é‡�：27.3k
• 🔺 上周增长数é‡�：2180â­�
• 🔺 上月增长数é‡�：5989â­�
• 📅 å¼€æº�时间：2026-04-12
• ðŸ“� 项目æ��述：Edit videos with coding agents

18. 知识增强问答系统 https://github.com/Tencent/WeKnora

• â­� 总星标数é‡�：30.6k
• 🔺 上周增长数é‡�：2118â­�
• 🔺 上月增长数é‡�：9664â­�
• 📅 å¼€æº�时间：2025-07-22
• ðŸ“� 项目æ��述：Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

19. https://github.com/anthropics/financial-services

• â­� 总星标数é‡�：37.8k
• 🔺 上周增长数é‡�：2091â­�
• 🔺 上月增长数é‡�：3258â­�
• 📅 å¼€æº�时间：2026-02-24
• ðŸ“� 项目æ��述：

20. https://github.com/TheoLeeCJ/SemIf

• â­� 总星标数é‡�：4.4k
• 🔺 上周增长数é‡�：1958â­�
• 🔺 上月增长数é‡�：1958â­�
• 📅 å¼€æº�时间：2026-09-21
• ðŸ“� 项目æ��述：Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.

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� 总星标数�：38.8k - 🔺 上周增长数�：1589� - 🔺 上月增长数�：8825� - 📅 开�时间：2026-03-16 - � 项目�述：Skills for Designers and Engineers.

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