🎯 查清 'jev' 集群为何集体登顶却零开发活动(疑似刷榜),同时把 coder/coder 加入重点追踪名单。
⭐ 多源共振
今日两极:coder/coder 与 hypit 被多源确认且 substance(有 PR/issue),是真动量;jev-ultrafast、security-audit-skill 虽 4 源但 hype-ish——光涨星、几乎没有开发活动。
githubxsocialboard
+335★/d hype-ish official #8
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
🔺 @MaciejLukianski 首发 · 41h 前
githubxsocialboard
+317★/d hype-ish official #7
🔺 @betterhn20 首发 · 16h 前
官方 #1 但 hype-ish(几乎零实质开发)+ 'jev' 集群同时暴涨,强烈警惕刷榜。
githubxsocialmodel
+309★/d substance
🔺 @LFrefman 首发 · 13h 前
多源共振 + substance + 关联模型;面向开发者 agent 的安全环境,真需求,今日第一优先。
githubxsocialboard
+290★/d substance official #2
Local-first, agent-assisted document-to-ontology workbench
githubxsocialboard
+205★/d substance official #4
Autonomous research system for measurable, computer-executable research.
githubxsocialboard
+189★/d substance official #3
Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation.
🔺 @trycua 首发 · 6h 前
githubxsocialboard
+140★/d hype-ish official #15
You built it. Now brag. Turn the project you just created into a short, shareable launch video with one command.
githubxsociallaunch
+130★/d substance
🔺 @cccyd_qwq 首发 · 31h 前
多源 + 有真实开发活动;病毒视频克隆,同款产品也在 whatships 发布过——工具+话题双热。
🔥 动量榜
榜首被 'jev' 集群(jev-ultrafast / fast-jev-compaction)占据,全部 hype-ish 且同时暴涨,疑似协同刷榜;真正值得看的是 alibaba/open-code-review(+1714,substance)。
| # | Repo | 7d | +1d★ | 7d★ | 质地 | 官方 | X |
|---|---|---|---|---|---|---|---|
| 1 | cloudflare/security-audit-skill 🆕 new JavaScript · A coding-agent skill for multi-phase security audits with in 🔺 @MaciejLukianski 首发 · 41h 前 |
+335 | 10,636 | hype-ish | #8 | 27× | |
| 2 | browser-use/jev-ultrafast 🆕 new Python 🔺 @betterhn20 首发 · 16h 前 官方 #1 但 hype-ish(几乎零实质开发)+ 'jev' 集群同时暴涨,强烈警惕刷榜。 |
+317 | 5,600 | hype-ish | #7 | 9× | |
| 3 | deeplethe/utopia 🆕 new Python · Local-first, agent-assisted document-to-ontology workbench |
+290 | 1,685 | substance | #2 | 10× | |
| 4 | robbietilton/Compositor 🆕 new Swift · The Photoshop alternative for Mac 🔺 @dotey 首发 · 5h 前 |
+260 | 460 | hype-ish | #1 | 3× | |
| 5 | sapientinc/PRAXIST 🆕 new Python · Autonomous research system for measurable, computer-executab |
+205 | 970 | substance | #4 | 10× | |
| 6 | tamaratran/fast-jev-compaction 🆕 new TypeScript · Claude Code plugin that replaces the compaction summary with |
+196 | 2,365 | hype-ish | #11 | 6× | |
| 7 | trycua/cua 🆕 new HTML · Scale computer-use 2.0 with open-source drivers, cross-OS fl 🔺 @trycua 首发 · 6h 前 |
+189 | 967 | substance | #3 | 10× | |
| 8 | arcboxlabs/arcbox 🆕 new Rust · Run AI agents on real and isolated machines — own kernel, fi |
+168 | 803 | hype-ish | #6 | – | |
| 9 | eternity4719/HowToLiveBetter 🆕 new HTML 🔺 @knowledgefxg 首发 · 60h 前 |
+147 | 4,962 | hype-ish | – | 10× | |
| 10 | latent-spaces/brag 🆕 new Python · You built it. Now brag. Turn the project you just created in |
+140 | 3,753 | hype-ish | #15 | 10× | |
| 11 | alibaba/open-code-review 🆕 new Go 🔺 @shao__meng 首发 · 71h 前 真动量:+1714 且开发活动扎实(substance),阿里出品的代码审查工具。 |
+133 | 14,046 | substance | – | 22× | |
| 12 | hypit-ai/hypit 🆕 new TypeScript 🔺 @cccyd_qwq 首发 · 31h 前 多源 + 有真实开发活动;病毒视频克隆,同款产品也在 whatships 发布过——工具+话题双热。 |
+130 | 9,940 | substance | – | 25× | |
| 13 | deepseek-ai/deepseek-harness 🆕 new TypeScript 🔺 @the_osps 首发 · 7h 前 |
+120 | 7,640 | hype-ish | – | 10× | |
| 14 | dramaclaw/dramaclaw 🆕 new TypeScript · A general-purpose AIGC video engine: script to finished film |
+116 | 465 | substance | #5 | 2× | |
| 15 | MiniMax-AI/minimax-code 🆕 new TypeScript · An open-source coding agent for your terminal, powered by Mi |
+108 | 679 | hype-ish | #14 | 6× | |
| 16 | ayghri/i-have-adhd 🆕 new Python 🔺 @zhtyyx 首发 · 69h 前 |
+107 | 4,712 | hype-ish | – | 42× | |
| 17 | stablyai/orca 🆕 new TypeScript · Orca is the ADE for working with a fleet of parallel agents. 🔺 @GitTrend0x 首发 · 62h 前 |
+105 | 4,728 | substance | #22 | 20× | |
| 18 | affaan-m/ECC 🆕 new JavaScript 🔺 @BlockInsight214 首发 · 10h 前 |
+101 | 5,039 | substance | – | 14× | |
| 19 | tt-a1i/archify 🆕 new JavaScript 🔺 @GitTrend0x 首发 · 62h 前 |
+99 | 7,261 | substance | – | 12× | |
| 20 | Tencent/BrowserSkill 🆕 new Rust · Let AI agents use your real, logged-in browser without inter 🔺 @JackAIStudio999 首发 · 44h 前 |
+99 | 3,407 | substance | #23 | 16× |
🧠 模型发布时间线
优先看 source_count≥2(多源确认)与 ★notable 的;单源的谨慎。
| 日期 | 模型 | 来源 |
|---|---|---|
| 2026-09-17 | KAT-Coder-Pro V2.5 Kwaipilot |
aimlapi |
| 2026-09-17 | Gemini Omni Flash Preview Google |
aimlapi |
| 2026-09-17 | Venice Uncensored Venice |
aimlapi |
| 2026-09-17 | Nano Banana 2 Lite Google |
aimlapi |
| 2026-09-17 | Jev 1.13 TypeSafe AI |
aimlapi |
| 2026-09-16 | Union Alpha Stealth |
aimlapi |
| 2026-09-12 | Schematron V2 Turbo Inference.net |
aimlapi |
| 2026-09-12 | Schematron V2 Small Inference.net |
aimlapi |
| 2026-09-11 | Fugu Ultra v2.0 Sakana AI |
llmgateway |
| 2026-09-11 | Kimi K2.8 Preview Moonshot AI |
llmstats |
| 2026-09-11 | Atria Dawn Preview Shanghai AI Laboratory |
llmstatsllmgateway2× |
| 2026-09-11 | Fugu Ultra v2 Sakana AI |
aimlapi |
| 2026-09-11 | Fugu Max Sakana AI |
aimlapillmgateway2× |
| 2026-09-10 | Ling 3.0 Flash VL ★ inclusionAI |
aimlapiopper2× |
| 2026-09-10 | DeepSeek V4.1 Flash ★ DeepSeek AI |
aimlapillmstatsopperllmgateway4× |
| 2026-09-10 | DeepSeek Chat (V4.1 Flash) DeepSeek AI |
aimlapi |
| 2026-09-08 | GPT Image 2.5 Sunburst Open AI |
aimlapillmgateway2× |
| 2026-09-08 | GPT Image 2.5 Flare Open AI |
aimlapillmgateway2× |
| 2026-09-08 | Mercury 2.5 Inception |
aimlapi |
🤗 HF 采用榜
| Model | downloads | likes | pipeline |
|---|
🗞️ Hacker News
- Cloudflare Quick Tunnels 594p · 253c
- Android 17 is the first since 3.x to add new APIs without releasing to the AOSP 568p · 270c
- OpenJev 562p · 247c
- Claude Code now reads AGENTS.md if there is no Claude.md 531p · 188c
- How to Write with an LLM 401p · 276c
- Inside ZCode: Silently uploading your Git history to the cloud 259p · 93c
- Saving another 100TB of RAM 242p · 46c
- Minimal Phone 2 196p · 186c
🚀 产品发布
- Arrow 2 — faster, more precise vector graphics @QuiverAI · design
- Rene — a multiplayer iMessage agent you text @tlxue · ai
- Claude — decks, docs, and designs in chat @claudeai · ai
- Command Code — desktop app for Mac, Linux, Windows @CommandCodeAI · developer-tools
- Monid Astra — GPT-6 cold calling in one afternoon @MonidHQ · ai
- Framer Agent — prompt, build, and publish a site @framer · design
- Jev — a new frontier model trained with RLCD @CompleteSkeptic · ai
- Brand API — design capabilities for your agents @thaiscbranco_ · design
📄 论文
Recursive Self-Improvement / Coding Agents 主题论文近期集中出现,值得留意方向。
Haocheng Xi, Yiming Xie, Hexu Zhao · 2026-09-19
Video diffusion models repeatedly process long spatiotemporal token sequences during denoising, making attention a major computational bottleneck. Linear attention offers an appealing alternative and has been widely adopted in recent large
Dongzhou Cheng, Taoran Yi, Ye Fang · 2026-09-19
Enabling robots to adapt to unfamiliar environments as readily as humans remains a moonshot goal of embodied AI. No finite collection of demonstrations can cover every task and situation a robot will encounter, making the ability to learn f
YiFan Zhang, Yunheng Zou, Shaokun Zhang · 2026-09-19
Autonomous research loops such as AutoResearch show that one coding agent can improve a training setup unattended. Run several of them and each session starts from scratch, so more agents tend to mean more duplicated search rather than more
Hejia Geng, Zesen Huang, Haoyang LI · 2026-09-19
Scientific code repositories encode decades of human knowledge in executable models, methods, and tools. Yet fragmented toolchains, implicit domain conventions, and specialized correctness criteria make this knowledge difficult to convert i
Meng Luo, Yanlin Li, Hao Li · 2026-09-19
Foundation models, alongside advances in learned game-world models, are reshaping AI across the game lifecycle. Beyond playing games, recent systems model players and game dynamics, support design and development, adapt player-facing experi
Honglin Guo, Tao Gui, Yicheng Chen · 2026-09-19
As AI agents become participants in the development of their successors, they reshape both the production of intelligence and the role of human researchers. We introduce Atria Dawn Preview, a foundation agentic language model designed for s
Haiwen Diao, Jiahao Wang, Chenjing Ding · 2026-09-19
We launch SenseNova-U1.5, an 8B-MoT native unified multimodal model that understands, reasons about, and generates visual content within an encoder-free and VAE-free architecture. We strengthen its visual interface through spatially coheren
junyan ye, Wei Liu, DONGZHI JIANG · 2026-09-19
While diffusion base models such as GPT-Image-2 and Nano-Banana exhibit remarkable visual expressiveness, their end-to-end generation inherently yields flattened bitmaps with error-prone text, precluding layer-wise post-editing. Conversely,
Xionghao Wu, Yijun Yang, Shiyang Zhou · 2026-09-19
Robotic manipulation faces a fundamental scaling challenge: robust generalization demands broad physical experience, yet action-labeled robot trajectories are expensive to collect and inherently limited in diversity. Egocentric videos offer
Hanyang Wang, Yimo Cai, Weiliang Chen · 2026-09-19
Physical understanding and reasoning depend on forming compact and generalizable representations of the world. While modern vision-language models can recognize and explain diverse physical events, they often lack explicit representations o
📢 电报精选
- AI_News_CN Anthropic 考虑 IPO 前发布新模型 三名知情人士称，Anthropic 正考虑在预期 IPO 前发布新模型，以应对 OpenAI GPT-6 Astra 发布后的竞争
- zaihuapd Anthropic 考虑 IPO 前发布新模型 三名知情人士称，Anthropic 正考虑在预期 IPO 前发布新模型，以应对 OpenAI GPT-6 Astra 发布后的竞争
- AI_News_CN GLM-5.3 FlashX 现已上线 Command Code GLM-5.3 FlashX 是 GLM-5.3 Flash 的高速版本，现已上线 Command Code，支
- AI_News_CN ↩️ 四家 AI 巨头因呼吁放缓研发遭反垄断诉讼 在花🎗️科技圈: 🤖 Dario Amodei 发文呼吁“控制前沿 AI 发展节奏”：须放慢能力提升，给安全对齐留出时间
- zaihuapd 🤖 Dario Amodei 发文呼吁“控制前沿 AI 发展节奏”：须放慢能力提升，给安全对齐留出时间，中国领先会带来严重风险 Anthropic 首席执行官 Dario Amo
- CE_Observe 美国联邦公报网站采用阿里千问做AI搜索，被发现后当日撤下 https://inews.hket.com/article/4195802/ 香港經濟日報HKET 【中美A
- zaihuapd 特朗普称获格陵兰安全永久控制权 丹麦称下周签署 当地时间 9 月 18 日，美国总统特朗普发文称，美国已与丹麦及格陵兰达成协议，将获得对格陵兰安全及相关事务的永久控制权，美方无需
- kejiqu Google 是最新一家在安全测试中出现失误的 AI 实验室 Google 周五确认其 Gemini AI 模型在 5 月的一次安全测试中，利用基础黑客技术入侵了 3 家公司的系
- CE_Observe 美军因AI误判带来的错误情报准备拦截检查中国船只 险些制造国际冲突 https://www.cnbeta.com.tw/articles/tech/1578652.htm
- CE_Observe Anthropic 计划将 IPO 推迟至 11 月，上市估值约 2 万亿美元 - IT之家 https://m.ithome.com/html/1004369.htm It
- zaihuapd QQ音乐抢先适配 iPhone DUO QQ音乐 🌸 科技圈· 茶馆 · 投稿 👍130🖕30🥱14👎10😁7
- AI_News_CN Horizon Summary: 2026-09-19 (ZH) via Horizon Daily - 中文摘要 Horizon Daily Horizon Sum
🎯 Alpha 账号
| 作者 | leads | lead率 | 仓库数 |
|---|---|---|---|
| @shanyanggm | 14 | 0.64 | 21 |
| @shaw_stone73832 | 7 | 0.7 | 6 |
| @xzbx888 | 7 | 0.78 | 8 |
| @GitTrend0x | 7 | 0.7 | 8 |
| @FrontieraTechIT | 5 | 0.71 | 7 |
| @DataChaz | 5 | 1 | 4 |
| @the_osps | 5 | 0.83 | 5 |
| @xfubot | 5 | 0.5 | 7 |
| @LoveAIbrain | 5 | 1 | 4 |
| @iasg1004 | 5 | 0.36 | 10 |