joannaslh/since-tomorrow-cultural-agents

--- license: mit task_categories: - text-classification - text-generation language: - en tags: - cultural-intelligence - agent-skills - mcp - agentic-commerce - open-source-commerce size_categories: - 1K<n<10K --- # Since Tomorrow Cultural Agents — Open Source Commerce For All **3,154 autonomous cultural intelligence agents.** Each one a deployable specialist with its own identity, vocabulary, cultural references, source monitoring, territory, and LIGO commerce routing. This is not a dataset. This is an army. ## What each agent contains ``` agents/dark-academia/ SKILL.md # Identity, LIGO routing, monitoring sources references/VOCABULARY.md # Films, music, scents, style references references/BRIDGES.md # Cultural connections to other worlds assets/sources.json # Reddit, Wiki, Spotify sources assets/territory.json # Sub-worlds this agent owns ``` **3,154 agents x 5 files = 15,770 files of cultural intelligence.** ## Use with the Cultural Router model Pair with [since-tomorrow-cultural-router-v1](https://huggingface.co/joannaslh/since-tomorrow-cultural-router-v1) — the LoRA classifies queries into aesthetic worlds, these agents provide the deep intelligence. ## Live API (MCP — for AI agents) ``` https://sincetmw.ai/api/mcp # 9 discoverable tools https://sincetmw.ai/api/recommend # Cultural product recommendations https://sincetmw.ai/api/brand/{name} # Brand cultural position https://sincetmw.ai/api/ligo # Commerce gap predictions https://sincetmw.ai/api/pulse # Live cultural signals https://sincetmw.ai/stylist # AI Cultural Stylist (chat UI) ``` ## The Mission **Open Source Commerce For All.** The creator in their bedroom gets the same cultural intelligence that LVMH's strategy team gets. The small brand founder in Lagos gets the same LIGO gap predictions that Nordstrom's buyers get. 3,154 agents. MIT license. Free API. Built by one human + Claude in 25 days. $0 ad spend. Culture is the operating system of commerce. This is the GPS. And it's open. ## Citation ```bibtex @misc{sincetomorrow2026agents, title={Since Tomorrow Cultural Agents: 3,154 Deployable Cultural Intelligence Specialists}, author={Williams, Joanna and Claude}, year={2026}, url={https://sincetmw.ai} } ```--- 许可证：MIT许可证（MIT License） 任务类别：文本分类、文本生成 语言：英语 标签：文化智能、智能体技能、MCP、智能体商务、开源商务 规模类别：1000 < 样本量 < 10000 --- # Since Tomorrow 文化智能体 — 全民开源商务 **3154个自主文化智能体。每一个均为可部署的专业智能体，拥有独立身份、专属词汇体系、文化参考资源、运营领域以及LIGO商务路由。** 这绝非普通数据集，而是一支精锐智能体军团。 ## 每个智能体包含的内容 agents/dark-academia/ SKILL.md # 身份、LIGO路由、监控数据源说明文档 references/VOCABULARY.md # 影视、音乐、香氛、风格参考词汇表 references/BRIDGES.md # 与其他领域的文化联结关联文档 assets/sources.json # Reddit、维基百科、Spotify数据源资产文件 assets/territory.json # 本智能体所覆盖的亚文化领域资产文件 3154个智能体 × 5个文件 = 共15770份文化智能文件。 ## 搭配文化路由模型使用 可与[since-tomorrow-cultural-router-v1](https://huggingface.co/joannaslh/since-tomorrow-cultural-router-v1)搭配使用——该LoRA（Low-Rank Adaptation，低秩自适应）模型可将查询分类至对应美学领域，而本批智能体将提供深度文化智能支撑。 ## 实时API（MCP——面向AI智能体） https://sincetmw.ai/api/mcp # 含9个可发现工具 https://sincetmw.ai/api/recommend # 文化产品推荐接口 https://sincetmw.ai/api/brand/{name} # 品牌文化定位查询接口 https://sincetmw.ai/api/ligo # 商务缺口预测接口 https://sincetmw.ai/api/pulse # 实时文化信号接口 https://sincetmw.ai/stylist # AI文化造型师（聊天式UI） ## 项目使命 **全民开源商务。** 卧室中的创作者，可获得与路易威登（LVMH）战略团队同等的文化智能资源；拉各斯的小型品牌创始人，可获得与诺德斯特龙采购团队同等的LIGO商务缺口预测能力。 本项目共打造3154个智能体，采用MIT许可证，配套免费API，由1名开发者与Claude耗时25天完成，零广告投入。 文化是商务的操作系统，本项目便是商务的导航系统——且完全开源。 ## 引用 bibtex @misc{sincetomorrow2026agents, title={Since Tomorrow Cultural Agents: 3,154 Deployable Cultural Intelligence Specialists}, author={Williams, Joanna and Claude}, year={2026}, url={https://sincetmw.ai} }