by 1850298154 · Agent Tool · ★ 61
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2026 swarm Agent 年，swarm Agent 、Agent team、 ai coding、skill、memory、evolve、verify、agentic RL 等 AI Agent 12-Factor Agents不是普通收藏夹项目，狠在它把Agent从Demo到生产的坑拆成12条工程规矩。23.1k到23.2k星能对上，但真正该看的，是开发者返工成本和小团队流程怎么重算。 项目地址在这里：https://github.com/humanlayer/12-factor-agents 科研与推销 模仿董宇辉卖榴莲的话术：'卖的不是水果，是儿时乡愁和中年辛酸。他长在南国风雨中，用坚硬外壳守护柔软内心，像极了城市打拼的你。90块钱买不到回家车票，却能买一口藏在果肉里的故乡。' 罗永浩风格的话术核心是：先戳痛点再立人设。"我先把丑话撂在前面——这榴莲闻着冲还带刺，长相歪瓜裂枣。别指望光鲜亮丽，那些香气扑鼻的全是科技与狠活！市面上吹'极品贡果'的，要么催熟打药，要么修图美颜，溢价翻几倍纯割韭菜。我这颗自然长熟，没膨大没掺假，丑是真丑但好吃也是真顶。你剥开尝一口，不好吃直接骂我，我低头认。成本42我偏卖50，只赚8块明码标价。爱买不买，买了就知道——带刺的榴莲不需要解释。" 雷军式卖榴莲话术： "先说个扎心事实——你们吃的榴莲都拉低了味觉标准。为找天花板级榴莲，我们团队横跨五大产区，飞行29999公里，比赤道还长2公里。最终在马来西亚发现：外壳带刺、果肉金黄！连夜召开高管会议，用43200秒深度研判，重新定义标准——108个刺身+装甲级防刺结构，果径19cm黄金五房，甜度54°超茅台1度。为攻克香甜平衡难题，把实验室建在榴莲河中央！采用自研零度保鲜，5000公里冷链只补一次冰，碾压99%竞品。300元内最好吃，今天首发价49.9元，顺丰包邮！但百年老树仅产2000颗，抢完等一年——为吃货发烧，这就是人生必入的核弹级榴莲。" 港科大开源的Awesome Data Agents项目详细解析了数据代理从L0到L5的进化路径，涵盖各层级自主性与角色定义。 项目地址：https://github.com/HKUSTDial/awesome-data-agents，目前568星。 Composer 2是Cursor团队基于Kimi 2.5微调的专业代码大模型，通过持续预训练和强化学习显著提升真实开发任务表现。 技术报告地址：https://arxiv.org/abs/2603.24477 介绍了13个科研工具，分为两条路线：...
| Stars | 61 |
| Forks | 11 |
| Language | Python |
| Category | Agent Tool |
| Quality Score | 34.8/100 |
| Last Updated | 2026-06-18 |
| Created | 2025-08-30 |
| Platforms | python |
| Est. Tokens | ~25k |
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memory_agent_hub is 2026 swarm Agent 年，swarm Agent 、Agent team、 ai coding、skill、memory、evolve、agentic RL 等 AI Agent集合. It is categorized as a Agent Tool with 61 GitHub stars.
memory_agent_hub is primarily written in Python. It covers topics such as ai-memory, elasticsearch, graphrag.
You can find installation instructions and usage details in the memory_agent_hub GitHub repository at github.com/1850298154/memory_agent_hub. The project has 61 stars and 11 forks, indicating an active community.
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