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feat(memory): rank private recall with bounded hybrid signals and safe fallback #112

Description

@robinbraemer

Outcome

Combine approved lexical, optional semantic, metadata, and bounded recency signals into an explainable private-memory ranker with safe fallback.

Scope

  • Define a versioned deterministic scoring contract and fusion method.
  • Preserve pinned-topic behavior and the existing attachment count/byte ceilings.
  • Evaluate current LLM selection as fallback, reranker, or removal candidate.
  • Deduplicate overlapping chunks and attach only validated source topics.
  • Record bounded method, counts, timing, and degradation telemetry without content.

Acceptance criteria

  • Identical index/configuration inputs produce stable ranking.
  • Each selected result can report safe score components and source path to the owning Mate.
  • Hybrid retrieval meets the benchmark's quality and resource gates.
  • Failure of any optional signal produces a defined lower-capability path.
  • No recalled chunk is attached after its source changed without revalidation.

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