Route work to agents using learning bandit coordination

Polis Protocol is an active alternative to passive agent-coordination boards (claim a task, do it, mark it done - nothing ever gets smarter, and the rules are frozen). It is a folder of markdown, _polis/, where each agent is a "citizen" with a capability card; work is routed by a learning bandit to whichever citizen has the best track record on the task's tags; settled work files lessons that update that routing over time; and citizens can propose and vote on amendments to the protocol itself.

Use it when coordinating multiple agents on ongoing work and the routing should improve as agents build a track record, rather than running a fixed pipeline of roles in the same order every time. It is vendor-agnostic, so Antigravity, Claude, Codex, and Gemini agents can all share one _polis/ folder. In Antigravity specifically, it replaces Manager View's fixed pipeline with a team that learns who is actually best at each kind of work instead of always running the same roles in the same order.

Teams running multi-agent or multi-tool coordination who want routing and process rules that improve from experience - via bandit-based task routing and citizen-voted protocol amendments - instead of a static claim-do-done board.