Metadata-Version: 2.4
Name: hubzoid
Version: 1.1.1
Summary: An open-source framework for production AI agents.
Author-email: HubZoid <hello@hubzoid.com>
Maintainer-email: HubZoid <hello@hubzoid.com>
License: 
                                         Apache License
                                   Version 2.0, January 2004
                                http://www.apache.org/licenses/
        
           TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
        
           1. Definitions.
        
              "License" shall mean the terms and conditions for use, reproduction,
              and distribution as defined by Sections 1 through 9 of this document.
        
              "Licensor" shall mean the copyright owner or entity authorized by
              the copyright owner that is granting the License.
        
              "Legal Entity" shall mean the union of the acting entity and all
              other entities that control, are controlled by, or are under common
              control with that entity. For the purposes of this definition,
              "control" means (i) the power, direct or indirect, to cause the
              direction or management of such entity, whether by contract or
              otherwise, or (ii) ownership of fifty percent (50%) or more of the
              outstanding shares, or (iii) beneficial ownership of such entity.
        
              "You" (or "Your") shall mean an individual or Legal Entity
              exercising permissions granted by this License.
        
              "Source" form shall mean the preferred form for making modifications,
              including but not limited to software source code, documentation
              source, and configuration files.
        
              "Object" form shall mean any form resulting from mechanical
              transformation or translation of a Source form, including but
              not limited to compiled object code, generated documentation,
              and conversions to other media types.
        
              "Work" shall mean the work of authorship, whether in Source or
              Object form, made available under the License, as indicated by a
              copyright notice that is included in or attached to the work
              (an example is provided in the Appendix below).
        
              "Derivative Works" shall mean any work, whether in Source or Object
              form, that is based on (or derived from) the Work and for which the
              editorial revisions, annotations, elaborations, or other modifications
              represent, as a whole, an original work of authorship. For the purposes
              of this License, Derivative Works shall not include works that remain
              separable from, or merely link (or bind by name) to the interfaces of,
              the Work and Derivative Works thereof.
        
              "Contribution" shall mean any work of authorship, including
              the original version of the Work and any modifications or additions
              to that Work or Derivative Works thereof, that is intentionally
              submitted to Licensor for inclusion in the Work by the copyright owner
              or by an individual or Legal Entity authorized to submit on behalf of
              the copyright owner. For the purposes of this definition, "submitted"
              means any form of electronic, verbal, or written communication sent
              to the Licensor or its representatives, including but not limited to
              communication on electronic mailing lists, source code control systems,
              and issue tracking systems that are managed by, or on behalf of, the
              Licensor for the purpose of discussing and improving the Work, but
              excluding communication that is conspicuously marked or otherwise
              designated in writing by the copyright owner as "Not a Contribution."
        
              "Contributor" shall mean Licensor and any individual or Legal Entity
              on behalf of whom a Contribution has been received by Licensor and
              subsequently incorporated within the Work.
        
           2. Grant of Copyright License. Subject to the terms and conditions of
              this License, each Contributor hereby grants to You a perpetual,
              worldwide, non-exclusive, no-charge, royalty-free, irrevocable
              copyright license to reproduce, prepare Derivative Works of,
              publicly display, publicly perform, sublicense, and distribute the
              Work and such Derivative Works in Source or Object form.
        
           3. Grant of Patent License. Subject to the terms and conditions of
              this License, each Contributor hereby grants to You a perpetual,
              worldwide, non-exclusive, no-charge, royalty-free, irrevocable
              (except as stated in this section) patent license to make, have made,
              use, offer to sell, sell, import, and otherwise transfer the Work,
              where such license applies only to those patent claims licensable
              by such Contributor that are necessarily infringed by their
              Contribution(s) alone or by combination of their Contribution(s)
              with the Work to which such Contribution(s) was submitted. If You
              institute patent litigation against any entity (including a
              cross-claim or counterclaim in a lawsuit) alleging that the Work
              or a Contribution incorporated within the Work constitutes direct
              or contributory patent infringement, then any patent licenses
              granted to You under this License for that Work shall terminate
              as of the date such litigation is filed.
        
           4. Redistribution. You may reproduce and distribute copies of the
              Work or Derivative Works thereof in any medium, with or without
              modifications, and in Source or Object form, provided that You
              meet the following conditions:
        
              (a) You must give any other recipients of the Work or
                  Derivative Works a copy of this License; and
        
              (b) You must cause any modified files to carry prominent notices
                  stating that You changed the files; and
        
              (c) You must retain, in the Source form of any Derivative Works
                  that You distribute, all copyright, patent, trademark, and
                  attribution notices from the Source form of the Work,
                  excluding those notices that do not pertain to any part of
                  the Derivative Works; and
        
              (d) If the Work includes a "NOTICE" text file as part of its
                  distribution, then any Derivative Works that You distribute must
                  include a readable copy of the attribution notices contained
                  within such NOTICE file, excluding those notices that do not
                  pertain to any part of the Derivative Works, in at least one
                  of the following places: within a NOTICE text file distributed
                  as part of the Derivative Works; within the Source form or
                  documentation, if provided along with the Derivative Works; or,
                  within a display generated by the Derivative Works, if and
                  wherever such third-party notices normally appear. The contents
                  of the NOTICE file are for informational purposes only and
                  do not modify the License. You may add Your own attribution
                  notices within Derivative Works that You distribute, alongside
                  or as an addendum to the NOTICE text from the Work, provided
                  that such additional attribution notices cannot be construed
                  as modifying the License.
        
              You may add Your own copyright statement to Your modifications and
              may provide additional or different license terms and conditions
              for use, reproduction, or distribution of Your modifications, or
              for any such Derivative Works as a whole, provided Your use,
              reproduction, and distribution of the Work otherwise complies with
              the conditions stated in this License.
        
           5. Submission of Contributions. Unless You explicitly state otherwise,
              any Contribution intentionally submitted for inclusion in the Work
              by You to the Licensor shall be under the terms and conditions of
              this License, without any additional terms or conditions.
              Notwithstanding the above, nothing herein shall supersede or modify
              the terms of any separate license agreement you may have executed
              with Licensor regarding such Contributions.
        
           6. Trademarks. This License does not grant permission to use the trade
              names, trademarks, service marks, or product names of the Licensor,
              except as required for reasonable and customary use in describing the
              origin of the Work and reproducing the content of the NOTICE file.
        
           7. Disclaimer of Warranty. Unless required by applicable law or
              agreed to in writing, Licensor provides the Work (and each
              Contributor provides its Contributions) on an "AS IS" BASIS,
              WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
              implied, including, without limitation, any warranties or conditions
              of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
              PARTICULAR PURPOSE. You are solely responsible for determining the
              appropriateness of using or redistributing the Work and assume any
              risks associated with Your exercise of permissions under this License.
        
           8. Limitation of Liability. In no event and under no legal theory,
              whether in tort (including negligence), contract, or otherwise,
              unless required by applicable law (such as deliberate and grossly
              negligent acts) or agreed to in writing, shall any Contributor be
              liable to You for damages, including any direct, indirect, special,
              incidental, or consequential damages of any character arising as a
              result of this License or out of the use or inability to use the
              Work (including but not limited to damages for loss of goodwill,
              work stoppage, computer failure or malfunction, or any and all
              other commercial damages or losses), even if such Contributor
              has been advised of the possibility of such damages.
        
           9. Accepting Warranty or Additional Liability. While redistributing
              the Work or Derivative Works thereof, You may choose to offer,
              and charge a fee for, acceptance of support, warranty, indemnity,
              or other liability obligations and/or rights consistent with this
              License. However, in accepting such obligations, You may act only
              on Your own behalf and on Your sole responsibility, not on behalf
              of any other Contributor, and only if You agree to indemnify,
              defend, and hold each Contributor harmless for any liability
              incurred by, or claims asserted against, such Contributor by reason
              of your accepting any such warranty or additional liability.
        
           END OF TERMS AND CONDITIONS
        
           APPENDIX: How to apply the Apache License to your work.
        
              To apply the Apache License to your work, attach the following
              boilerplate notice, with the fields enclosed by brackets "[]"
              replaced with your own identifying information. (Don't include
              the brackets!)  The text should be enclosed in the appropriate
              comment syntax for the file format. We also recommend that a
              file or class name and description of purpose be included on the
              same "printed page" as the copyright notice for easier
              identification within third-party archives.
        
           Copyright [yyyy] [name of copyright owner]
        
           Licensed under the Apache License, Version 2.0 (the "License");
           you may not use this file except in compliance with the License.
           You may obtain a copy of the License at
        
               http://www.apache.org/licenses/LICENSE-2.0
        
           Unless required by applicable law or agreed to in writing, software
           distributed under the License is distributed on an "AS IS" BASIS,
           WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
           See the License for the specific language governing permissions and
           limitations under the License.
        
Project-URL: Homepage, https://github.com/hubzoid/hubzoid
Project-URL: Repository, https://github.com/hubzoid/hubzoid
Project-URL: Issues, https://github.com/hubzoid/hubzoid/issues
Project-URL: Changelog, https://github.com/hubzoid/hubzoid/releases
Keywords: agents,ai,llm,openai,anthropic,claude,openrouter,markdown,agents.md,mcp
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.11
Description-Content-Type: text/markdown
License-File: LICENSE
License-File: NOTICE
Requires-Dist: openai-agents[litellm]<0.18,>=0.17.3
Requires-Dist: litellm<1.96,>=1.95.0
Requires-Dist: claude-agent-sdk<0.3,>=0.2.159
Requires-Dist: fastmcp<4,>=3.4.7
Requires-Dist: starlette<2,>=0.47
Requires-Dist: websockets<18,>=15
Requires-Dist: PyYAML<7,>=6.0.3
Requires-Dist: python-dotenv<2,>=1.2
Requires-Dist: composio<0.16,>=0.15
Requires-Dist: opentelemetry-proto<2,>=1.44
Requires-Dist: typer<1,>=0.27
Requires-Dist: jinja2<4,>=3.1.6
Requires-Dist: slack-bolt<2,>=1.30
Requires-Dist: casbin<2,>=1.43
Requires-Dist: dbos==3.1.0
Requires-Dist: croniter<7,>=6.2
Requires-Dist: pwdlib[argon2,bcrypt]<0.4,>=0.3.1
Requires-Dist: python-multipart<0.1,>=0.0.32
Requires-Dist: openai<2.30,>=2.29.0
Requires-Dist: mcp<1.28,>=1.27.2
Requires-Dist: tiktoken<0.14,>=0.13
Requires-Dist: fastapi<0.137,>=0.136.3
Requires-Dist: uvicorn[standard]<0.52,>=0.51
Requires-Dist: httpx<0.29,>=0.28.1
Requires-Dist: pydantic<2.14,>=2.13.4
Requires-Dist: cryptography<49,>=48
Requires-Dist: rich<14,>=13.9
Requires-Dist: pypdf<6.8,>=6.7.5
Requires-Dist: Pillow<12.3,>=12.2
Requires-Dist: SQLAlchemy<2.1,>=2.0.50
Requires-Dist: alembic<1.19,>=1.18.4
Requires-Dist: boto3<1.43,>=1.42.62
Requires-Dist: authlib<1.8,>=1.7.2
Requires-Dist: itsdangerous<2.3,>=2.2
Provides-Extra: postgres
Requires-Dist: psycopg[binary]<4,>=3.3; extra == "postgres"
Provides-Extra: openwebui
Requires-Dist: open-webui==0.11.4; extra == "openwebui"
Provides-Extra: dev
Requires-Dist: pytest>=8; extra == "dev"
Requires-Dist: pytest-asyncio>=0.23; extra == "dev"
Requires-Dist: pytest-split>=0.10; extra == "dev"
Requires-Dist: pytest-timeout>=2.3; extra == "dev"
Requires-Dist: setuptools>=68; extra == "dev"
Requires-Dist: build>=1.2; extra == "dev"
Requires-Dist: twine>=5.0; extra == "dev"
Requires-Dist: reportlab>=4.0; extra == "dev"
Dynamic: license-file

<p align="center">
  <picture>
    <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/hubzoid/hubzoid/72ac7bf1610c8a335b9b3ac3b536de8fdb6770f1/assets/mark-dark.svg">
    <img alt="Hubzoid" src="https://raw.githubusercontent.com/hubzoid/hubzoid/72ac7bf1610c8a335b9b3ac3b536de8fdb6770f1/assets/mark-light.svg" width="240">
  </picture>
</p>

<h3 align="center">One brain for your internal agents.</h3>
<p align="center">Provide context once. Reuse it across workflows, chat, and the AI tools your team already uses.</p>
<p align="center">
  <a href="https://hubzoid.com/docs">Documentation</a> ·
  <a href="https://github.com/hubzoid/hubzoid/blob/main/docs/quickstart.md">Quickstart</a> ·
  <a href="https://hubzoid.com">Website</a> ·
  <a href="https://github.com/hubzoid/hubzoid/blob/main/CONTRIBUTING.md">Contribute</a>
</p>
<p align="center">
  <a href="https://pypi.org/project/hubzoid/"><img src="https://img.shields.io/pypi/v/hubzoid?color=B5471F" alt="PyPI version"></a>
  <a href="https://github.com/hubzoid/hubzoid/blob/main/LICENSE"><img src="https://img.shields.io/badge/License-Apache%202.0-0B0B0C" alt="Apache License 2.0"></a>
</p>

**Hubzoid is an open-source, self-hostable platform for internal AI agents.**
Keep your team's knowledge, instructions, skills, and tools in a versionable
folder. Use that shared Hub through chat, repeatable workflows, or your own
assistant through MCP.

Start with a useful agent on your laptop. Give it the context and capabilities
it needs, then share it with your team using accounts and scoped permissions.

<p align="center">
  <img alt="Your agent folder becomes a shared Hub for chat, workflows and your assistant through MCP." src="https://raw.githubusercontent.com/hubzoid/hubzoid/72ac7bf1610c8a335b9b3ac3b536de8fdb6770f1/assets/shared-hub-light.svg" width="680">
</p>

## Start a hub

Use **Python 3.11 or 3.12**. With [uv](https://docs.astral.sh/uv/):

```bash
uv venv --python 3.12
source .venv/bin/activate
uv pip install hubzoid
hubzoid init my-hub
hubzoid run my-hub
```

Or with pip:

```bash
python3.12 -m venv .venv
source .venv/bin/activate
pip install hubzoid
hubzoid init my-hub
hubzoid run my-hub
```

`hubzoid init` scaffolds an operations assistant for Kestrel & Oak, a
fictional home-goods shop, with policy files, a stock export, a `stock_check`
tool and three suggested prompts. It uses a signed-in Claude Code or Codex CLI
when it finds one. Otherwise, in a terminal, it offers to save an OpenRouter,
Anthropic or OpenAI key in `my-hub/.env`. See
[providers](https://github.com/hubzoid/hubzoid/blob/main/docs/providers.md).
`--template minimal` gives the small 1.0 starter instead.

`hubzoid run` serves the Hubzoid web app, file downloads and MCP on one port,
prints one ready line with the address (`http://127.0.0.1:3080` by
default) and opens it in your browser. Pick a suggested prompt, such as "What should we reorder today, and
what could run out first?" Edit `my-hub/AGENTS.md` to make the hub yours.

If Hubzoid gave your team a useful agent, a ⭐ on [GitHub](https://github.com/hubzoid/hubzoid) helps others find it.

Sign-in is off by default (**local mode**): you are the hub's owner and the
port stays on your machine. The ready line also prints a command to connect
Claude Code to the hub's tools and knowledge:

```bash
claude mcp add --transport http <hub name> http://127.0.0.1:3080/mcp
```

Run `/mcp` in Claude Code and approve the connection in your browser (OAuth).
See [hosted MCP](https://github.com/hubzoid/hubzoid/blob/main/docs/mcp-server.md).

**Workflows on Python 3.12:** the workflow engine (DBOS, which runs markdown
schedules and code workflows) needs SQLite 3.42 or newer, or PostgreSQL.
Check with the same Python the hub uses:
`python -c "import sqlite3; print(sqlite3.sqlite_version)"`.
`hubzoid doctor` reports it as `deps.sqlite`. Python 3.11 is not affected.

This branch's changes may be ahead of the package published on PyPI;
[source installation](https://github.com/hubzoid/hubzoid/blob/main/docs/quickstart.md#run-this-checkout)
tests the checked-out revision.

### Turn on sign-in for a team

Before anyone else can reach the hub, turn sign-in on and create the first
administrator:

```bash
# in my-hub/.env
HUBZOID_AUTH=true
HUBZOID_PUBLIC_URL=https://hub.example.com   # the address people open

hubzoid admin create you@example.com my-hub --owner
```

`hubzoid admin create` prints a one-time sign-in link. Open it, set a
password, and add teammates in the Admin Console (**People → Add user**), which
gives you a link to share with each of them. People can also sign in with
Google, Microsoft or a standard OpenID Connect provider. Without sign-in,
`hubzoid run` refuses to listen on a network address. See
[authentication](https://github.com/hubzoid/hubzoid/blob/main/docs/auth.md)
and [deployment](https://github.com/hubzoid/hubzoid/blob/main/docs/DEPLOYING.md).

### Upgrading from 1.0

Hubzoid 1.1 replaces Open WebUI with its own web app and accounts. A 1.0.x
deployment with sign-in on does not start until its accounts and chats are
moved with `hubzoid migrate openwebui` (dry run first, then a backup), or until
you keep Open WebUI as the chat app with `pip install "hubzoid[openwebui]"`
and `HUBZOID_UI=openwebui`. Hosted MCP clients now connect with OAuth instead
of Open WebUI API keys. Read
[upgrading](https://github.com/hubzoid/hubzoid/blob/main/docs/UPGRADING.md)
before you start.

## One hub, three ways to work

| Experience | Use it for | Start here |
|---|---|---|
| **Chat** | Ask questions and take authorized actions using the hub's context, in the web app or other channels | [Sign-in and accounts](https://github.com/hubzoid/hubzoid/blob/main/docs/auth.md), [Slack](https://github.com/hubzoid/hubzoid/blob/main/docs/slack.md), [other channels](https://github.com/hubzoid/hubzoid/blob/main/docs/inbound-surfaces.md) |
| **Workflows** | Run scheduled reports and checks, inspect their steps, and save the results | [Markdown tasks](https://github.com/hubzoid/hubzoid/blob/main/docs/schedule.md), [Python workflows](https://github.com/hubzoid/hubzoid/blob/main/docs/workflows.md), [reports and email](https://github.com/hubzoid/hubzoid/blob/main/docs/reports-and-email.md) |
| **Your assistant through MCP** | Bring hub tools, knowledge, and skills into a supported personal assistant | [Connect an MCP client](https://github.com/hubzoid/hubzoid/blob/main/docs/mcp-server.md) |

Business data can stay in its source systems, connected through tools or MCP.
Shared context does not mean shared credentials: conversation history, workflow
state, and permissions remain distinct. Each integration has its own setup.

## A hub is a folder

```text
my-hub/
├── AGENTS.md        Main agent instructions
├── knowledge/       Reference material
├── skills/          Reusable instructions, loaded when needed
├── agents/          Specialist agent definitions
├── tools_local/     Python tool factories
├── restricted/      Tools that require explicit permissions
├── connectors/      External MCP connections
├── schedule/        Markdown tasks
├── workflows/       Python workflows and steps
└── evals/           Behavioural checks
```

Only `AGENTS.md` is required for the hub structure. Runtime credentials and configuration still need to be set. Start small and add files when they become useful. [Author a hub →](https://github.com/hubzoid/hubzoid/blob/main/docs/authoring-a-hub.md)

## Start with a useful job

| Example | What it does | Try it |
|---|---|---|
| **AskHub** | Answer team questions from shared knowledge | [Company Q&A template](https://github.com/hubzoid/hubzoid/blob/main/templates/company-qna) |
| **Daily Reports** | Prepare a recurring briefing from business inputs | [Morning briefing template](https://github.com/hubzoid/hubzoid/blob/main/templates/morning-briefing) |
| **Watchtower** | Check bundled metrics against thresholds and explain exceptions | `hubzoid init watchtower --template watchtower` |

Examples use sample data and placeholder integrations where stated. Read the
example's instructions before connecting real systems or enabling schedules.
[Browse all templates →](https://github.com/hubzoid/hubzoid/blob/main/templates/README.md)

## Share it with your team

- **Connect existing systems.** Add Python tools and MCP connections. Keep
  credentials separate from agent-readable files. Each person can also connect
  their own accounts (for example their own Jira or Gmail) to remote MCP
  servers your administrators register. See
  [MCP connectors](https://github.com/hubzoid/hubzoid/blob/main/docs/mcp.md).
- **Control who can do what.** Grant agent access and restricted capabilities
  to people in the Console. Hubzoid checks permissions before a
  restricted tool runs.
- **See what happened.** Inspect workflow runs, steps, usage, and activity.
  Model cost estimates are guidance; your provider's bill is authoritative.
- **Choose your runtime.** Use OpenAI Agents, Claude Agent SDK, or local Codex.
  Provider and channel capabilities vary. See [providers](https://github.com/hubzoid/hubzoid/blob/main/docs/providers.md).
- **Run it yourself.** Deploy one hub, or use `hubzoid gateway` to serve several
  hubs behind one web app, where one sign-in covers every agent a person may
  use. See [deployment](https://github.com/hubzoid/hubzoid/blob/main/docs/DEPLOYING.md).

The **web app** at `/` is where people chat: conversations with history,
search, archive and rename, replies that stream with their tool steps and
reasoning, stop, edit and resend, regenerate with branches, attachments
(picker, drag and drop, paste), code and tables, download links for files the
agent makes, and read-only share links for signed-in colleagues. It has an
account page, a connections page, light and dark themes, and works on a phone.
Conversations are stored by Hubzoid in its operational database.

The **Admin Console** at `/portal/` manages people, agent access,
personal connectors and activity, and shows workflow runs and usage, with the
same accounts. Administrators open it from **Admin Console** in the web app's
account menu. For adding teammates, sign-in providers and permissions, see
[administration](https://github.com/hubzoid/hubzoid/blob/main/docs/ADMINISTRATION.md).

## Try a worked example

```bash
# Guided chat tour
hubzoid init guided-hub --template demo
```

For a small Python workflow:

```bash
hubzoid new workflow first-check my-hub
hubzoid schedule run my-hub first_check
```

The scaffold runs on demand and needs no model or external service. Add a schedule only when you want unattended execution. The Console inspects runs; CLI commands operate them.

## Documentation

The [website documentation](https://hubzoid.com/docs) is the reading and discovery surface. The guides in this checkout describe this revision and remain available when working offline or reviewing a change.

| Task | Guide in this repository |
|---|---|
| Install and get a first useful reply | [Quickstart](https://github.com/hubzoid/hubzoid/blob/main/docs/quickstart.md) |
| Choose models and credentials | [Providers](https://github.com/hubzoid/hubzoid/blob/main/docs/providers.md) |
| Build tools, knowledge, and skills | [Hub authoring](https://github.com/hubzoid/hubzoid/blob/main/docs/authoring-a-hub.md) |
| Set up people and capabilities | [Administration](https://github.com/hubzoid/hubzoid/blob/main/docs/ADMINISTRATION.md), [access management](https://github.com/hubzoid/hubzoid/blob/main/docs/access-management.md) |
| Automate and inspect work | [Markdown tasks](https://github.com/hubzoid/hubzoid/blob/main/docs/schedule.md), [Python workflows](https://github.com/hubzoid/hubzoid/blob/main/docs/workflows.md) |
| Connect an assistant | [MCP server](https://github.com/hubzoid/hubzoid/blob/main/docs/mcp-server.md) |
| Deploy, upgrade, and recover | [Deployment](https://github.com/hubzoid/hubzoid/blob/main/docs/DEPLOYING.md), [upgrading](https://github.com/hubzoid/hubzoid/blob/main/docs/UPGRADING.md), [backup](https://github.com/hubzoid/hubzoid/blob/main/docs/BACKUP.md) |
| Test behaviour and observe calls | [Evals](https://github.com/hubzoid/hubzoid/blob/main/docs/evals.md), [observability](https://github.com/hubzoid/hubzoid/blob/main/docs/OBSERVABILITY.md) |

[Browse all guides →](https://github.com/hubzoid/hubzoid/blob/main/docs/README.md)

## Contribute

Read [CONTRIBUTING.md](https://github.com/hubzoid/hubzoid/blob/main/CONTRIBUTING.md) and the [product direction](https://github.com/hubzoid/hubzoid/blob/main/docs/PRODUCT_CONTEXT.md). Propose non-trivial changes as text in `proposals/` before large implementations. Keep integration and maintenance costs low; preserve the hub-folder contract and runtime neutrality.

```bash
pip install -e '.[dev]'
pytest
```

Real-provider tests are separate and skip without credentials. Changes to the
web app or the Console also need their build and browser checks (`portal/`).
Pull requests and pushes to `main` run the fast checks. The full validation
runs when a GitHub release is published. See
[contributing](https://github.com/hubzoid/hubzoid/blob/main/CONTRIBUTING.md) and [publishing a release](https://github.com/hubzoid/hubzoid/blob/main/docs/RELEASING.md).

## License and help

Hubzoid product code, including team controls, is **Apache-2.0 licensed**. Dependencies, optional services, fonts, and brand assets retain their own terms. See [LICENSE](https://github.com/hubzoid/hubzoid/blob/main/LICENSE) and [LICENSING.md](https://github.com/hubzoid/hubzoid/blob/main/LICENSING.md).

Need help building or operating your team's agent? [Implementation assistance](https://hubzoid.com/enterprise) uses the same open-source product.
