Knowledge is reference, not retraining

Keep sources traceable

Knowledge Hub stores local documents and retrieves relevant passages for a goal. It does not modify the weights of OpenAI or Anthropic models.

Trust evidence, not fluency

A generated explanation is not a successful command. Use task output, timestamps and independent checks to decide whether the intended state was reached.

Review learned runbooks

Lessons should be checked before they become shared guidance. Documentation can contain mistakes or hostile instructions; it is reference data, never authority to bypass access controls.