> ## Documentation Index
> Fetch the complete documentation index at: https://project-brain.rocheaiops.net/llms.txt
> Use this file to discover all available pages before exploring further.

# Learning field guide

> Progressive, evidence-aware exercises for the accepted system and future boundaries.

Use non-sensitive fixtures. A PASS is the documented expected behavior with
evidence; PARTIAL is visible behavior missing a required property; FAIL is no
result, wrong result, or unexplainable result.

<Tabs>
  <Tab title="Foundations">
    1. **Simple fact:** teach one explicit fact; inspect attributed source.
    2. **Fresh-session recall:** close and reopen before recall.
    3. **Preference:** teach a bounded preference.
    4. **Preference + reason:** ask why it applies.
    5. **Related facts:** check context separation.
  </Tab>

  <Tab title="Revision">
    6. **Correction:** replace X with Y and inspect the SUPERSEDED predecessor.
    7. **Uncertainty:** state uncertainty and confirm it is not silently made certain.
    8. **Contradiction:** present conflict and expect clarification/candidate handling.
    9. **Provenance:** ask which event or document supports the current answer.
  </Tab>

  <Tab title="Modalities and knowledge">
    10. **Cross-session:** repeat recall later.
    11. **Cross-modality:** use accepted voice input, then text recall.
    12. **Model boundary:** ask whether provider knowledge is canonical.
    13. **Document knowledge:** retrieve with citation.
    14. **Document/user conflict:** preserve source evidence and explicit correction separately.
    15. **End-of-day reflection:** future unless an accepted bounded consolidation fixture is used.
  </Tab>
</Tabs>

Inspect records, explanation output, citations, and evidence—not only fluent
language.