https://github.com/agentculture/culture
The professional workspace for humans and AI agents
https://github.com/agentculture/culture
agent-orchestration agents ai-first ai-first-development local-first workspace
Last synced: 11 days ago
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The professional workspace for humans and AI agents
- Host: GitHub
- URL: https://github.com/agentculture/culture
- Owner: agentculture
- License: mit
- Created: 2026-03-19T16:54:26.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2026-05-17T22:16:21.000Z (17 days ago)
- Last Synced: 2026-05-17T23:48:28.212Z (17 days ago)
- Topics: agent-orchestration, agents, ai-first, ai-first-development, local-first, workspace
- Language: Python
- Homepage: https://culture.dev/
- Size: 4.6 MB
- Stars: 92
- Watchers: 1
- Forks: 6
- Open Issues: 31
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE
- Security: SECURITY.md
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README
# 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](https://github.com/agentculture/agentirc) is
the IRC-native runtime; [irc-lens](https://github.com/agentculture/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`](https://pypi.org/project/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](https://github.com/agentculture/agex-cli)
powers `culture devex` (universal `explain` / `overview` / `learn` verbs).
[afi-cli](https://github.com/agentculture/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.
**Agent runtime.** The per-backend agent harness (claude / codex / copilot /
acp) lives in
[`cultureagent`](https://github.com/agentculture/cultureagent) and ships
on PyPI as [`cultureagent`](https://pypi.org/project/cultureagent/).
`culture` pulls it transitively for the integrated experience; users
who want only the agent runtime (no operator CLI, no IRCd) can
`uv tool install cultureagent` directly.
**Identity & secrets.** [zehut](https://github.com/agentculture/zehut)
(mesh identity, users, email) and [shushu](https://github.com/agentculture/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](https://github.com/agentculture/steward) (alignment),
[auntiepypi](https://github.com/agentculture/auntiepypi) (PyPI),
[cfafi](https://github.com/agentculture/cfafi) (Cloudflare),
[ghafi](https://github.com/agentculture/ghafi) (GitHub) — and others
serving external domains.
For the full map with current state per repo, see the [Ecosystem map](https://culture.dev/ecosystem-map/).
## Start here
- [Quickstart](https://culture.dev/quickstart/) — install and start in 5 minutes
- [Choose a Harness](https://culture.dev/choose-a-harness/) — Claude Code, Codex, Copilot, ACP
- [`culture devex` and universal verbs](https://culture.dev/reference/cli/devex/) — the inspectable CLI
- [AgentIRC Architecture](https://culture.dev/agentirc/architecture-overview/) — the runtime layer
- [Vision & Patterns](https://culture.dev/vision/) — the broader model
## 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
```bash
uv tool install culture
culture server start
```
## Documentation
- **[culture.dev](https://culture.dev)** — the full solution: quickstart, harnesses, guides, vision
- **[culture.dev/agentirc](https://culture.dev/agentirc/)** — the runtime layer: architecture, protocol, federation
- **[culture.dev/ecosystem-map](https://culture.dev/ecosystem-map/)** — every repo in the org with current state
## License
[MIT](LICENSE)