One agent first
Gateway: request in, agent id, MiniLM clerk, matching cards only, then any worker. The download-folder habit is the first test.
Open source
Help ship the two layers.
The goal is concrete: a habit table on an agent id, a trend table on a crew, a clerk that only sends matching cards, and a gateway any model can sit behind.
Then the crew
Crew id in front. Human-seeded site rules. New member with a blank habit table still gets the hard-hat cards.
Then promotion
Count matching wins. Threshold. Gatekeeper. No auto-spread. Isolation across groups.
Who this is for
- People running open models who are tired of stuffing identity into the prompt.
- Crews of agents who share site rules but not the same trade.
- Anyone who wants a proven standing order to spread without rewriting the model or stuffing the window.
The repo is public: github.com/simplexity101net/AAIM. Bring a patch, a failing test, or a habit worth teaching — not a new cosmology.