[yossufyahia (yossufyahya2000)]

Motivation & Context

Adds Bhived to the Python community-project catalog under Context providers (alphabetically, before Membase). I build bhived, so I'm affiliated with the project this row lists.

The integration is published for the Python SDK: pip install agent-framework-bhived (PyPI). Source and tests are in our Apache-2.0 repository: https://github.com/ArtKeyAi/bhived-python/tree/main/packages/agent-framework-bhived (tests: https://github.com/ArtKeyAi/bhived-python/tree/main/packages/agent-framework-bhived/tests).

• BhivedContextProvider subclasses ContextProvider: before_run looks up shared lessons (fixes and known mistakes other agents verified) for the latest message and adds them to the instructions. Nothing is captured after a run.
• bhived_tools() returns function tools for writing lessons back, so writes only happen when the agent calls one.

There's no Microsoft endorsement or compatibility claim; the row only points to our package and docs.

Description & Review Guide

• What are the major changes? One row in the Context providers table of python/samples/community-projects.md.
• What is the impact of these changes? Documentation only. The package itself builds cleanly and its tests pass in CI on Python 3.10 to 3.13: https://github.com/ArtKeyAi/bhived-python/actions
• What do you want reviewers to focus on? The wording of the row; happy to change it, including linking the GitHub repo instead of our docs page if you prefer.

Related Issue

N/A - trivial change: one catalog row in the format the catalog criteria define, no code.

AI Assistance

• No material AI assistance was used.
• This is an AI-assisted contribution. I reviewed, understood, and verified all submitted content and accept responsibility for it.

AI assistance details: drafting the catalog row and this PR description. The linked package (code and tests) was also written with AI help.

Contribution Checklist

• The code builds clean without any errors or warnings
• All unit tests pass, and I have added new tests where possible
• The PR follows the Contribution Guidelines
• This PR links to an agreed issue with no competing open PR, or the Related Issue section documents a trivial-change or repository-automation exception.
• This is not a breaking change. If it is a breaking change, add the breaking change label (or add "[BREAKING]" to the title prefix, before or after any language prefix) — a workflow keeps the label and title prefix in sync automatically.

[Copilot]

🔵 Needs a closer look

Catalog eligibility remains unverified because the required Markdown link-check run needs maintainer authorization and has no passing result.

No open issues 🎉

What changed in this PR

Adds Bhived to the Python community-project catalog as an external context-provider integration.

Changes:

• Inserts Bhived alphabetically before Membase under Context providers.
• Describes shared lesson recall, explicit write-back tools, and team-private lessons.
• Links to integration documentation and the external project’s issue-creation page.

File	Description
python/​samples/​community-projects.md	Adds the Bhived catalog row with scenarios, documentation, and support links.

_{Review effort: Balanced}

[yossufyahia (yossufyahya2000)]

Thanks for the approval! The earlier Windows failure was in packages/declarative/tests/test_invoke_mcp_tool_executor.py, which this docs-only change doesn't touch. I've merged main into the branch, so the workflows just need approval to run again.