session-review-memory-distillation

Session evidence distillation converts explicit CASS/ee session observations into curation-ready memory artifacts by classifying facts as durable rules, failure lessons, decisions, or anti-patterns while preserving traceable provenance through evidence gating.

Evidence-gated memory curation drafts candidate memories only when session IDs, evidence bundles, or memory IDs provide traceable provenance and hashes, preventing premature or unsupported wisdom insertion into durable memory during session review.

Redaction handling and prompt injection quarantine are enforced through stop/go safety gates that block memory candidate drafting when redaction verification fails, malformed JSON is detected, or prompt-injection quarantine status is unconfirmed.

Yes, session review memory distillation produces audit-ready YAML artifacts with evidence pointers, confidence rationale, and validation plans without directly mutating durable memory, requiring deterministic ee validation commands for duplicate-protection and final curation.

Duplicate candidate detection uses deterministic ee validation commands to verify that newly distilled session evidence does not overlap with existing memory entries, applying strict validation before emitting curation-ready artifacts to the review workflow.

Degraded-output handling preserves degraded state codes in the YAML artifact contract when session evidence quality is compromised, and memory distillation should not be used when evidence bundles lack traceable provenance or fail redaction and injection quarantine checks.