---
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}
}
```