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Developer And Operator Surfaces

This document holds real spoke capabilities that do not belong on the public README but still need a durable canonical home.

Bounded Post-Transcription Repair Pass

spoke keeps a bounded post-transcription repair pass for recurring project-specific vocabulary observed in real logs.

This is a developer-facing correction surface, not a public product promise. The implementation currently lives in spoke/dedup.py, and README omission is intentional unless the repair pass becomes a visible user-facing control or configuration surface.

Optical Witness Debug Surfaces

Optical witness frame-strip manifests are developer-facing debug records, not consumer request payloads. They may carry internal transition.phase metadata and lifecycle snapshots for race correlation, but production requests must keep progress out of the public contract.