session-review-memory-distillation

What problem does it solve?

It converts explicit CASS/ee session evidence into draft memory-candidate artifacts for mechanical review and audited curation, avoiding premature or unsupported “wisdom” insertion.

Core Features & Use Cases

• Evidence-gated distillation: Drafts candidate memories only when session IDs/paths, evidence bundles, memory IDs, or candidate IDs provide traceable provenance and hashes.
• Procedural rule and anti-pattern drafting: Produces curation candidates for durable lessons (rules, decisions, failures) and surfaces anti-patterns without claiming ee wrote or “understood” the session.
• Safety and validation orchestration: Enforces stop/go gates for missing evidence, malformed JSON, redaction verification failures, prompt-injection quarantine status, degradation preservation, and duplicate candidate detection.
• Audit-ready output artifacts: Emits a strict YAML artifact contract including evidence pointers, confidence rationale, validation plans, rejected observations, degraded state codes, and follow-up commands.

Quick Start

Use this skill to review a CASS session’s evidence and draft curation candidates using the evidence-bound review workflow without directly mutating durable memory.