Guides

• Select and apply organization/agent scope — Set the workspace scope before reading or writing.
• Inspect effective metadata before read/write — Confirm effective definitions before mutating records.
• Choose raw, composed, or abstract access — Pick the fidelity that matches the caller goal.
• Perform a first revision-safe read/write — Read a record, write with expected revision, verify.
• Reload, compare, and retry after a revision conflict — Recover safely when a stale write is rejected.
• Validate and explicitly install a metadata pack — Validate first, then confirm installation.
• Define and traverse a relationship — Author a definition, store a reference, traverse forward/inverse.
• Diagnose an unresolved relationship target — Distinguish intentional unresolved from broken targets.
• Compose same-subject content for a UI — Load composition for a subject the UI will render.
• Query the People abstract view — Read employees and contractors through People bindings.
• Move from evidence to analysis and a decision — Record analysis, then a distinct decision.