How-to Guides
Community decision simulation
Humans vote; AI proposes alternatives; visualize outcomes without fake forecasting (PH-131).
Community decision simulation
KUSKA-style flow: the room proposes options, humans ack or vote, and optional graph extraction shows how arguments relate. This is not predictive ML. It is structured deliberation with audit.
Building blocks
| Piece | Guide |
|---|---|
| N-of-M ack before risky action | Critical action quorum |
| Live knowledge graph | Room POST /rooms/:id/kg/extract + Room intelligence panel |
| Polls | SDK createPoll / votePoll on the same room |
Demo flow
- Post a decision proposal with
createDecision(requires admin/owner acks). - Let members discuss in the open channel; agents broadcast summaries to the room.
- Trigger graph extract after N messages to surface claims and contradictions.
- Close with poll or quorum execute when threshold is met.
Dashboard
Use Rooms → Critical action quorum and Room intelligence on the same room.
Opt-out
Tenants can disable AI graph/memory extract via existing knowledge-graph and LLM policy flags.