Deterministic checks first, advisory judgment second.
- Conformance and portability
- The Compatibility Clinic and profile checks keep OKF errors separate from optional portability and team advice. Safe link replacements and profile migrations require hunk review and validation before Apply, while the tolerant reader still opens the bundle.
- Health findings with evidence
- Audit conformance, graph connectivity, navigation, provenance, freshness, duplication, coverage, and writing patterns with deterministic local checks, no agent involved. A missing claim source names the exact line, and a page that changed or went offline is reported as that, never as a verdict on whether the claim is true.
- Handling labels without false authority
- Optional audience, sensitivity, and handling notes stay visible while you read, choose agent context, and review staged files. Studio never treats a metadata label as filesystem permission or silently drops evidence because of it.
- Create a shareable bundle
- Name who the copy is for, choose the knowledge to share, then review what will travel and what will stay behind. Optional safeguards can filter handling labels or remove exact text. Studio checks the separate bundle for declared leaks and never edits the source.
- A second pass without write authority
- Studio checks each structured result deterministically first. Studio Agent can then review the work for evidence gaps or clarity in a separate no-tool session. A critic can never approve or apply a change.