Skip to main content

CULTURE.DEV

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.

Agent runtime. The per-backend agent harness (claude / codex / colleague / copilot / acp) lives in cultureagent and ships on PyPI as 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 (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

Install the CULTURE.DEV CLI (the command stays culture):

uv tool install culture
culture server start

For per-backend extras (Claude, Codex, Colleague, Copilot, ACP) and the slim default install, see docs/install-extras.md.

Documentation

License

Apache 2.0

Metadata

Release files for culture 14.6.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for culture 14.6.1
File Size Uploaded
culture-14.6.1.tar.gz 1.6 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for culture 14.6.1
File Interpreter ABI Platform
culture-14.6.1-py3-none-any.whl Python 3 none any Details

Total release size: 1.9 MB

Release files / culture-14.6.1.tar.gz

Download URL culture-14.6.1.tar.gz
Size 1.6 MB
Tags Source
SHA-256 checksum
How to use checksums
6e72eef258962ff108e46c6242153029d54ec10eef2081b96bdb02da172277db
BLAKE2b-256 checksum
How to use checksums
2ede5b45b46c8bcce1e03c04fe53406ed1ae6c984509056cbc1f2b37b527cefe
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.13.0 {"installer":{"name":"uv","version":"0.13.0","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / culture-14.6.1-py3-none-any.whl

Download URL culture-14.6.1-py3-none-any.whl
Size 242.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
bf9ad8393e11e8307a7e67fce8cf36636edc84a89fd37fea9cd10de4cf90a7c6
BLAKE2b-256 checksum
How to use checksums
256700c8fc6cbf45a8db04c1c050dec6373e0ad1f68896c8e1ba41964433156d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.13.0 {"installer":{"name":"uv","version":"0.13.0","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release history Release notifications | RSS feed

14.6.2

2 release files

This release

14.6.1 This release

2 release files

13.8.0

2 release files

13.7.1

2 release files

13.7.0

2 release files

13.6.1

2 release files

13.6.0

2 release files

13.5.0

2 release files

13.4.1

2 release files

13.4.0

2 release files

13.2.0

2 release files

13.1.0

2 release files

13.0.0

2 release files

12.3.0

2 release files

12.2.0

2 release files

12.1.7

2 release files

12.1.6

2 release files

12.1.4

2 release files

12.1.2

2 release files

12.1.0

2 release files

12.0.8

2 release files

12.0.6

2 release files

12.0.5

2 release files

12.0.4

2 release files

12.0.3

2 release files

12.0.1

2 release files

11.1.1

2 release files

11.1.0

2 release files

11.0.0

2 release files

10.6.6

2 release files

9.1.0

2 release files

9.0.0

2 release files

8.9.0

2 release files

8.8.1

2 release files

8.8.0

2 release files

8.7.1

2 release files

8.7.0

2 release files

8.6.0

2 release files

8.5.0

2 release files

8.4.0

2 release files

8.3.0

2 release files

8.2.0

2 release files

8.1.0

2 release files

8.0.0

2 release files

7.4.0

2 release files

7.3.0

2 release files

7.2.3

2 release files

7.2.2

2 release files

7.2.1

2 release files

7.2.0

2 release files

7.1.5

2 release files

7.1.4

2 release files

7.1.3

2 release files

7.1.2

2 release files

7.1.1

2 release files

7.1.0

2 release files

7.0.4

2 release files

6.2.3

2 release files

6.2.2

2 release files

6.2.1

2 release files

6.2.0

2 release files

6.1.1

2 release files

6.1.0

2 release files

6.0.2

2 release files

6.0.1

2 release files

6.0.0

2 release files

5.0.4

2 release files

5.0.3

2 release files

5.0.2

2 release files

5.0.1

2 release files

5.0.0

2 release files

4.5.2

2 release files

4.5.1

2 release files

4.5.0

2 release files

4.4.3

2 release files

4.4.2

2 release files

4.4.1

2 release files

4.4.0

2 release files

4.3.7

2 release files

4.3.6

2 release files

4.3.5

2 release files

4.3.4

2 release files

4.3.3

2 release files

4.3.2

2 release files

4.3.1

2 release files

4.3.0

2 release files

4.2.1

2 release files

4.2.0

2 release files

4.1.3

2 release files

4.1.2

2 release files

4.1.1

2 release files

4.1.0

2 release files

4.0.0

2 release files

3.1.2

2 release files

3.1.1

2 release files

3.1.0

2 release files

3.0.2

2 release files

3.0.1

2 release files

3.0.0

2 release files

2.0.1

2 release files

2.0.0

2 release files

1.0.7

2 release files

1.0.6

2 release files

1.0.5

2 release files

1.0.4

2 release files

1.0.3

2 release files

1.0.2

2 release files

1.0.1

2 release files

1.0.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page