REPO·RANK #354·0/6 firing·Java
Rank#354Java
Cross-signal0.00 / 6.0
Faint heat — early days. GitHub picked up +88 stars in 24h.
Cross-signal · 30D+0
GitHubFIRING+88 stars24h
HackerNewsQUIET0 posts7d
RedditQUIET0 posts7d
BlueskyQUIET0 posts7d
Dev.toQUIET0 posts7d
XQUIET0 posts7d
Stars8.8k+0 7d+88 today
Forks852+0 7d10% fork ratio
Contribs1+0 30dsolo-led
Momentum19.93.6stars-velocity score
SurfaceTHIN1 / 6last commit 9h ago
Coverage1 / 13 sources fired (7d)
·
iflytek/astron-agent sits at 8,766 GitHub stars with steady Java traction — organic growth keeps it on the trending list.
// 01 · GITHUB MOMENTUM
19.9
+88 stars 24h | 0 7d
// 02 · MENTIONS
10
10 in 24h | 1 source
// 03 · CROSS-SIGNAL
0.00
0/6 channels firing
// 04 · PACKAGE ADOPTION
-
no linked package yet
// 05 · PROJECT SURFACE
thin
last commit 9h ago
// 01
Breakdown
How is this scored?
- 6.0
- strong signal across ≥5 of 6 channels
- 5.0
- strong signal across ≥4 of 6 channels
- 4.0
- strong signal across ≥3 of 6 channels
- 3.0+
- active on 2+ channels
- <1.0
- low or no cross-channel activity
Each channel contributes 0-1. Per-channel tiers: GitHub (breakout 1.0 / hot 0.7 / rising 0.4), HN (front-page 1.0 / ≥3 mentions 0.7 / 1-2 mentions 0.4), Bluesky (≥5 mentions 1.0 / 2-4 0.7 / 1 0.4), dev.to (≥3 articles 1.0 / 2 0.7 / 1 0.4), Reddit (corpus-normalized 48h velocity), X (≥10 mentions 24h 1.0 / 3-9 0.7 / 1-2 0.4).
- GitHub momentum0.00
- Reddit0.00
- HackerNews0.00
- Bluesky0.00
- dev.to0.00
- X (Twitter)0.00
* Reddit bar shows a per-repo velocity proxy (raw score / 100); the score formula uses the corpus-normalized version so a single repo's bar may not match its contribution to the corpus-wide ranking.
// KNOWN REPO · PACKAGE · LAUNCH · SITE SURFACES
GitHubiflytek/astron-agent8.8k starsWebsiteastron.aisite found; profile scan queued
Docspendingdocs scanner pending
npmnoneno linked npm package
ProductHuntnoneno launch linked
Paper/modelpendingHF/arXiv resolver not attached yet
// 02
Growth
No daily star history collected yet.open star-activity →
Today
8.8k
+8.8k last 24h
7d
+0
rolling
30d
+0
rolling
Spike
+8.8k/d
21h ago · peak day
// 03
Mentions
// last scanreddit 46mhn 23mbluesky 41mdevto 1hph 49mnpm 10h
- X→ OPEN
科大讯飞把星辰 Agent 开发平台开源了！ Astron Agent 具备与商业版一致的核心功能，包括 AI 工作流编排、模型管理、AI 与 MCP 工具集、RPA 自动化等能力。 通过直观的拖拽节点方式，可轻松快速地构建可落地 Agent 应用，还能利用第三方插件、知识库、数据库来增强 Agent 能力。 GitHub： github.com/iflytek/astron-ag… 另外，还可以与 RPA 结合，让 Agent 具备跨系统自动化执行能力，实现 “从决策到动作” 的完整闭环。 同时支持接入讯飞开发平台现有的 AI 服务，如实时语音转写、图片生成、星火大模型等，也可以自由接入第三方大模型 API。 提供了 Docker 一键部署方式，直接开箱即用，如果需要用到讯飞相关 AI 服务，配置好 API Key 即可使用。 项目采用的是 Apache 2.0 开源协议，企业可以直接商用无需授权，也可以根据需求进行二次开发。▶ Twitter10h ago - X→ OPEN
通过讯飞开源的astron-agent，看到了ragflow知识库项目，在挖到ragflow用到了infinity数据库，这是个好东西。 github.com/infiniflow/infini… 符合我的口味，就是C++有点让人泪奔▶ Twitter10h ago - X→ OPEN
相比dify、coze、flowise、bisheng 这些agent workflow 工具什么场景适合Astron Agent这个工具？▶ Twitter10h ago - X→ OPEN
☕ astron-agent ⭐ 5 stars "Plateforme révolutionnaire pour développer des agents intelligents performants !" #GitHub▶ Twitter10h ago - X→ OPEN
🎉 Heading to #GitexAsia 2026! Bringing 3 AI solutions from iFLYTEK Open Platform: 🖥️ All-in-One Solution 🤖 Astron Agent 💬 GuideX Find us at Booth HB-A80, April 9–10, Marina Bay Sands 📍 #iFLYTEK #AI▶ Twitter10h ago - X→ OPEN
科大訊飛開源新工具！Astron Agent 正式亮相，專為企業級多代理工作流設計。整合 RPA 與彈性大模型接入，大幅降低企業建置 AI 代理的門檻。想讓 AI 真正落地到業務場景？這篇深度解析別錯過。🚀 #AstronAgent #AI工作流 #企業數位轉型 #開源 🔗 原文網址： agents-report.net/astron-age…▶ Twitter10h ago - X→ OPEN
☕ astron-agent ⭐ 10,009 stars "Plateforme d'agents IA professionnelle pour orchestrer vos workflows intelligents !" #GitHub▶ Twitter10h ago - X→ OPEN
☕ astron-agent ⭐ 9,066 stars "Plateforme d'agents IA ultra-performante pour automatiser vos workflows d'entreprise !" Ou,... #GitHub▶ Twitter10h ago - X→ OPEN
今天 GitHub 被一人顶十人 Agent军团彻底屠榜了🚀 5 个星标暴增最狠的项目，专业拆解下！ 1. camel-ai/owl 多智能体协作框架，让专业化 Agent通过浏览器、终端、函数调用和 MCP工具实现无缝团队作战，GAIA 基准测试位居开源榜首，彻底解决单 Agent复杂任务易崩盘的痛点。 🔗 直达 github.com/camel-ai/owl 程序员昨晚还在一个人肝 PR，今早醒来发现 Agent军团已经把需求拆解、代码生成、测试覆盖全自动跑完，醒来直接“卧槽，我被 AI开除了吗？”。24h暴增1287星，这军团感直接把“一个人=10人团队”干成了现实！ 🟢 2. letta-ai/agent-file 开源 Agent文件格式(.af)，把记忆、行为和状态完整打包成可移植容器，实现跨框架版本控制和无缝迁移，终结了“Agent换个项目就失忆”的历史性难题。 🔗 直达 github.com/letta-ai/agent-fi… 以前 Agent 像金鱼，7秒忘事；现在打包成.af文件，U盘一样插哪用哪，同事问你怎么让Agent跨项目不翻车，你直接甩文件过去：“哥，这才是真正的Agent永生术”。24h 暴增 893星，程序员直呼内行！ 🟢🟢 3. simstudioai/sim AI Agent 模拟与构建工作室，提供生产级编排、测试环境和真实场景仿真，一键验证多 Agent工作流是否会在野外翻车，从此告别“上线即爆炸”的血泪史。 🔗 直达 github.com/simstudioai/sim 让你的Multi-Agent上战场前先“军演”？直接扔进 Sim跑一遍，昨天还默默无闻，今天开发者狂刷终于敢让Agent 干活了。 24h暴增 756星，画面感拉满，肝代码的都沉默了！ 🟢🟢🟢 4. iflytek/astron-agent 科大讯飞开源高性能多 Agent框架，专注实时协作与复杂工作流自动化，内置企业级编排能力，让 Agent 从单打独斗直接进化成协同作战部队。 🔗 直达 github.com/iflytek/astron-ag… 科大讯飞把 Agent 玩出花，astron-agent一上线，朋友圈全是以前一个人debug 到凌晨，现在 Agent 们自己开会了”。24h暴增612星，程序员集体觉醒：这才是降维打击！ 🟢🟢🟢🟢 5. mcp-use/mcp-use MCP 协议即插即用工具链和服务器套件，为多 Agent系统提供标准化工具集成通道，把 MCP 服务器从黑魔法变成人人可用的标配。 🔗 直达 github.com/mcp-use/mcp-use MCP服务器满天飞，这 repo 直接把MCP 玩成 Agent标配，以前工具调用卡成 PPT，现在一键接入 Agent 直接变身超级英雄。24h 暴增 489星，程序员吐槽终于不用手搓胶水了！ ⚠️⚠️ 总结 这 5个 Agent 项目从单兵突击到军团协作、从记忆永存到 MCP标准化、再到模拟战场和实时自动化，把一人顶十人从 PPT 彻底干成了 GitHub 日常，开发者们，冲🧠🤖🚀▶ Twitter10h ago - X→ OPEN
Today GitHub got completely destroyed by the One Person Equals Ten Agent Army Here are the 5 projects with the biggest star surges - let's break them down! camel-ai/owl A multi-agent collaboration framework that lets specialized agents work together seamlessly through browsers, terminals, function calls, and MCP tools. It tops the open-source leaderboard on the GAIA benchmark, completely solving the problem of single agents collapsing on complex tasks. Link: github.com/camel-ai/owl A programmer was grinding out PRs alone last night. He woke up this morning to find that the agent army had already auto-completed requirement breakdown, code generation, and test coverage. Waking up like: "WTF, did I just get fired by AI?" Gained 1,287 stars in 24 hours. This army vibe has turned one person equals ten-person team into reality. letta-ai/agent-file The open-source Agent File format (.af) - packaging memory, behavior, and state into a portable, version-controlled, migratable container across frameworks. It ends the historic problem of agents losing memory when switching projects. Link: github.com/letta-ai/agent-fi… Before this, agents were like goldfish - forgetting everything in 7 seconds. Now package them into .af files and plug them in anywhere like a USB stick. When a colleague asks how you keep agents from failing across projects, just toss them the file: "Bro, this is true agent immortality." Gained 893 stars in 24 hours. Programmers are nodding in approval. simstudioai/sim An AI agent simulation and build studio offering production-grade orchestration, testing environments, and real-world scenario simulation. One-click validation to see if your multi-agent workflow will crash in the wild - goodbye to the painful history of explodes on launch. Link: github.com/simstudioai/sim Want to run military drills for your multi-agent before hitting the battlefield? Just throw them into Sim. Yesterday it was unknown; today developers are finally confident enough to let their agents work. Gained 756 stars in 24 hours. The visuals are so vivid that even the grinders are speechless. iflytek/astron-agent An open-source high-performance multi-agent framework from iFlytek, focused on real-time collaboration and complex workflow automation. Built-in enterprise-grade orchestration capabilities let agents evolve from solo fighters into coordinated combat units. Link: github.com/iflytek/astron-ag… iFlytek is taking agents to the next level. As soon as astron-agent launched, the buzz on social media was: "Used to debug alone until 3 AM - now the agents just have their own meetings." Gained 612 stars in 24 hours. Programmers are waking up en masse: this is true dimensionality reduction. mcp-use/mcp-use A plug-and-play toolchain and server suite for the MCP protocol, providing a standardized tool integration channel for multi-agent systems. Turns MCP servers from black magic into a standard feature that anyone can use. Link: github.com/mcp-use/mcp-use MCP servers are everywhere, but this repo turns MCP into a standard agent feature. Tool calls used to stutter like a slideshow - now one-click integration turns your agent into a superhero. Gained 489 stars in 24 hours. Programmers are relieved they no longer have to hand-roll glue code. Summary These 5 agent projects have taken everything from solo raids to army collaboration, from persistent memory to MCP standardization, from simulation battlefields to real-time automation - turning one person equals ten people from a PowerPoint fantasy into everyday GitHub reality. Developers, let's go 🧠🤖🚀▶ Twitter10h ago
// 04
Context
iFLYTEK Open Source
- Hefei, China
- http://www.iflytek.com/
- 60 public repos
- 531 followers
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// 05Deep dive
// STARS8.8k—/ 7dJust updated
// FORKS852—/ 7dJust updated
// CONTRIBUTORS1—/ 30dJust updated
Open Issues23
Last Commit9h ago
Latest Release—
// TREND24h+887d030d0
X
Ranked confirmation layer for repo-specific X buzz in the last 24h.
Mentions 24h
17
Authors 24h
14
Engagement
1.4k
Peak hour
10:12
Score
99.2
Meaningful X activity confirmed. 17 matched posts across 14 authors.
Top matched posts
- @GitTrend0x1.0k eng
今天 GitHub 被一人顶十人 Agent军团彻底屠榜了🚀 5 个星标暴增最狠的项目，专业拆解下！ 1. camel-ai/owl 多智能体协作框架，让专业化 Agent通过浏览器、终端、函数调用和 MCP工具实现无缝团队作战，GAIA 基准测试位居开源榜首，彻底解决单 Agent复杂任务易崩盘的痛点。 🔗 直达 github.com/camel-ai/owl 程序员昨晚还在一个人肝 PR，今早醒来发现 Agent军团已经把需求拆解、代码生成、测试覆盖全自动跑完，醒来直接“卧槽，我被 AI开除了吗？”。24h暴增1287星，这军团感直接把“一个人=10人团队”干成了现实！ 🟢 2. letta-ai/agent-file 开源 Agent文件格式(.af)，把记忆、行为和状态完整打包成可移植容器，实现跨框架版本控制和无缝迁移，终结了“Agent换个项目就失忆”的历史性难题。 🔗 直达 github.com/letta-ai/agent-fi… 以前 Agent 像金鱼，7秒忘事；现在打包成.af文件，U盘一样插哪用哪，同事问你怎么让Agent跨项目不翻车，你直接甩文件过去：“哥，这才是真正的Agent永生术”。24h 暴增 893星，程序员直呼内行！ 🟢🟢 3. simstudioai/sim AI Agent 模拟与构建工作室，提供生产级编排、测试环境和真实场景仿真，一键验证多 Agent工作流是否会在野外翻车，从此告别“上线即爆炸”的血泪史。 🔗 直达 github.com/simstudioai/sim 让你的Multi-Agent上战场前先“军演”？直接扔进 Sim跑一遍，昨天还默默无闻，今天开发者狂刷终于敢让Agent 干活了。 24h暴增 756星，画面感拉满，肝代码的都沉默了！ 🟢🟢🟢 4. iflytek/astron-agent 科大讯飞开源高性能多 Agent框架，专注实时协作与复杂工作流自动化，内置企业级编排能力，让 Agent 从单打独斗直接进化成协同作战部队。 🔗 直达 github.com/iflytek/astron-ag… 科大讯飞把 Agent 玩出花，astron-agent一上线，朋友圈全是以前一个人debug 到凌晨，现在 Agent 们自己开会了”。24h暴增612星，程序员集体觉醒：这才是降维打击！ 🟢🟢🟢🟢 5. mcp-use/mcp-use MCP 协议即插即用工具链和服务器套件，为多 Agent系统提供标准化工具集成通道，把 MCP 服务器从黑魔法变成人人可用的标配。 🔗 直达 github.com/mcp-use/mcp-use MCP服务器满天飞，这 repo 直接把MCP 玩成 Agent标配，以前工具调用卡成 PPT，现在一键接入 Agent 直接变身超级英雄。24h 暴增 489星，程序员吐槽终于不用手搓胶水了！ ⚠️⚠️ 总结 这 5个 Agent 项目从单兵突击到军团协作、从记忆永存到 MCP标准化、再到模拟战场和实时自动化，把一人顶十人从 PPT 彻底干成了 GitHub 日常，开发者们，冲🧠🤖🚀
highrepo_slug10h agoopenContains the exact GitHub repo slug.
- @GitHub_Daily384 eng
科大讯飞把星辰 Agent 开发平台开源了！ Astron Agent 具备与商业版一致的核心功能，包括 AI 工作流编排、模型管理、AI 与 MCP 工具集、RPA 自动化等能力。 通过直观的拖拽节点方式，可轻松快速地构建可落地 Agent 应用，还能利用第三方插件、知识库、数据库来增强 Agent 能力。 GitHub： github.com/iflytek/astron-ag… 另外，还可以与 RPA 结合，让 Agent 具备跨系统自动化执行能力，实现 “从决策到动作” 的完整闭环。 同时支持接入讯飞开发平台现有的 AI 服务，如实时语音转写、图片生成、星火大模型等，也可以自由接入第三方大模型 API。 提供了 Docker 一键部署方式，直接开箱即用，如果需要用到讯飞相关 AI 服务，配置好 API Key 即可使用。 项目采用的是 Apache 2.0 开源协议，企业可以直接商用无需授权，也可以根据需求进行二次开发。
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @xyz_fnzero4 eng
Today GitHub got completely destroyed by the One Person Equals Ten Agent Army Here are the 5 projects with the biggest star surges - let's break them down! camel-ai/owl A multi-agent collaboration framework that lets specialized agents work together seamlessly through browsers, terminals, function calls, and MCP tools. It tops the open-source leaderboard on the GAIA benchmark, completely solving the problem of single agents collapsing on complex tasks. Link: github.com/camel-ai/owl A programmer was grinding out PRs alone last night. He woke up this morning to find that the agent army had already auto-completed requirement breakdown, code generation, and test coverage. Waking up like: "WTF, did I just get fired by AI?" Gained 1,287 stars in 24 hours. This army vibe has turned one person equals ten-person team into reality. letta-ai/agent-file The open-source Agent File format (.af) - packaging memory, behavior, and state into a portable, version-controlled, migratable container across frameworks. It ends the historic problem of agents losing memory when switching projects. Link: github.com/letta-ai/agent-fi… Before this, agents were like goldfish - forgetting everything in 7 seconds. Now package them into .af files and plug them in anywhere like a USB stick. When a colleague asks how you keep agents from failing across projects, just toss them the file: "Bro, this is true agent immortality." Gained 893 stars in 24 hours. Programmers are nodding in approval. simstudioai/sim An AI agent simulation and build studio offering production-grade orchestration, testing environments, and real-world scenario simulation. One-click validation to see if your multi-agent workflow will crash in the wild - goodbye to the painful history of explodes on launch. Link: github.com/simstudioai/sim Want to run military drills for your multi-agent before hitting the battlefield? Just throw them into Sim. Yesterday it was unknown; today developers are finally confident enough to let their agents work. Gained 756 stars in 24 hours. The visuals are so vivid that even the grinders are speechless. iflytek/astron-agent An open-source high-performance multi-agent framework from iFlytek, focused on real-time collaboration and complex workflow automation. Built-in enterprise-grade orchestration capabilities let agents evolve from solo fighters into coordinated combat units. Link: github.com/iflytek/astron-ag… iFlytek is taking agents to the next level. As soon as astron-agent launched, the buzz on social media was: "Used to debug alone until 3 AM - now the agents just have their own meetings." Gained 612 stars in 24 hours. Programmers are waking up en masse: this is true dimensionality reduction. mcp-use/mcp-use A plug-and-play toolchain and server suite for the MCP protocol, providing a standardized tool integration channel for multi-agent systems. Turns MCP servers from black magic into a standard feature that anyone can use. Link: github.com/mcp-use/mcp-use MCP servers are everywhere, but this repo turns MCP into a standard agent feature. Tool calls used to stutter like a slideshow - now one-click integration turns your agent into a superhero. Gained 489 stars in 24 hours. Programmers are relieved they no longer have to hand-roll glue code. Summary These 5 agent projects have taken everything from solo raids to army collaboration, from persistent memory to MCP standardization, from simulation battlefields to real-time automation - turning one person equals ten people from a PowerPoint fantasy into everyday GitHub reality. Developers, let's go 🧠🤖🚀
highrepo_slug10h agoopenContains the exact GitHub repo slug.
- @xds20003 eng
通过讯飞开源的astron-agent，看到了ragflow知识库项目，在挖到ragflow用到了infinity数据库，这是个好东西。 github.com/infiniflow/infini… 符合我的口味，就是C++有点让人泪奔
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @Meta360DAO3 eng
相比dify、coze、flowise、bisheng 这些agent workflow 工具什么场景适合Astron Agent这个工具？
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @clxymox3 eng
☕ astron-agent ⭐ 5 stars "Plateforme révolutionnaire pour développer des agents intelligents performants !" #GitHub
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @iFLYTEKLab2 eng
🎉 Heading to #GitexAsia 2026! Bringing 3 AI solutions from iFLYTEK Open Platform: 🖥️ All-in-One Solution 🤖 Astron Agent 💬 GuideX Find us at Booth HB-A80, April 9–10, Marina Bay Sands 📍 #iFLYTEK #AI
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @AgentsReportZh1 eng
科大訊飛開源新工具！Astron Agent 正式亮相，專為企業級多代理工作流設計。整合 RPA 與彈性大模型接入，大幅降低企業建置 AI 代理的門檻。想讓 AI 真正落地到業務場景？這篇深度解析別錯過。🚀 #AstronAgent #AI工作流 #企業數位轉型 #開源 🔗 原文網址： agents-report.net/astron-age…
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @clxymox1 eng
☕ astron-agent ⭐ 10,009 stars "Plateforme d'agents IA professionnelle pour orchestrer vos workflows intelligents !" #GitHub
mediumphrase10h agoopenMatched through a repo-specific project phrase query.
- @clxymox1 eng
☕ astron-agent ⭐ 9,066 stars "Plateforme d'agents IA ultra-performante pour automatiser vos workflows d'entreprise !" Ou,... #GitHub
mediumphrase10h agoopenMatched through a repo-specific project phrase query.