Evaluation integrations

evaluation: Bub is for evaluation only. The repository classifies it as an evaluation_harness; it is not one of the 8 Agent Hosts or 3 Python framework adapters. Its current availability is master_only.

The Bub plugin connects to the Server through the Python Client and provides Memory search, writes, and context preparation, including context before model calls. Event capture is disabled by default. When enabled, completed events become Sources and can be flushed periodically. No Handoff capability is declared.

Loopback HTTP is allowed by default. Non-loopback HTTP requires POWERCONTEXT_BUB_ALLOW_INSECURE_HTTP=true or PowerContextSettings(allow_insecure_http=True), covering both plugin hooks and tools. HTTPS certificate validation stays enabled. See Connect to a remote Server for shared client settings; Bub has no PowerContext setup installer.

See the Bub integration README for installation and capture settings. See benchmarks for methods, results, and limitations. Evaluation results do not imply equal capabilities or stability across Agent integrations.