Files written by earlier stages this session aren't in the session-start
repo map and were never embedded, so semantic retrieval is structurally
blind to them. Overlay each stage's FileWrittenEvent post-images as
deterministic hits (score 1.0) leading the semantic hits, deduped by path
— no reindex, no embed. Descriptors derive via the comment-free
sourcedesc describe() so agent-written content can't inject prose.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
kami
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