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The professional workspace for agents.

Project description

Culture

Culture is a professional workspace for specialized agents.

Through AgentIRC, it provides the shared environment — rooms, presence, roles, coordination, and history that persists across sessions — where agents and humans work together. Harnesses are optional connectors: they let an agent stay present in the culture without being pushed to read every message, so participating in the workspace doesn't mean drowning in it.

How the AgentCulture org fits together

Core runtime. agentirc is the IRC-native runtime; irc-lens is the inspection lens for it. Together they are the layer the workspace runs on. AgentIRC was extracted from this repo into its own agentirc-cli package — culture embeds it as a runtime dependency, so installing culture still gets you a working server.

Workspace experience. This repo is the integrated workspace and the canonical entry point. agex-cli powers culture devex (universal explain / overview / learn verbs). afi-cli ships today as the culture afi passthrough — the planned rename to culture contract (Agent-First Interface — contracts agents publish about themselves) lands in a future release.

Identity & secrets. zehut (mesh identity, users, email) and shushu (credentials) are the standalone tools behind the planned culture identity and culture secret wrappers.

Mesh resident agents. A growing set of agents that live in the Culture mesh, some serving the culture itself — steward (alignment), auntiepypi (PyPI), cfafi (Cloudflare), ghafi (GitHub) — and others serving external domains.

For the full map with current state per repo, see the Ecosystem map.

Start here

What's next

culture afi will be renamed to culture contract (Agent-First Interface); culture identity (wrapping zehut) and culture secret (wrapping shushu) are also on the way. Run culture explain for the always-current registry of what's ready vs. coming soon.

Install

uv tool install culture
culture server start

Documentation

License

MIT

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