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jhonny-editor/code/docs/recommendations/2026-08-18-round-2/36-context-retention-policy.md
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Recommendation 36: privacy-safe context retention policy

Evidence

Stateless MCP permits explicit application handles for state that must survive calls; it does not require indefinite application storage.

Proposed improvement

Add per-project TTL, byte quota, transcript opt-in, field-level redaction, compaction receipts, and delete/export controls to the project-context store. Keep operational state separate from model-ready summaries.

Acceptance criteria

  • Raw transcript text is disabled by default for persistent context.
  • Quota enforcement is deterministic and never evicts an active write silently.
  • Delete removes primary and derived records with an audit receipt that contains no content.
  • Tests cover crash recovery, clock skew, corruption, and concurrent compaction.

Retention policy reduces stored data; it does not make model inference private by itself.