Resolve tensor and sampling observations during configuration, share filtering and dump/capture ownership, and preserve legacy typed MoE adapters. Keep the DSpark confidence output contract in its graph hash. Assisted-by: OpenAI Codex Signed-off-by: yangzhuxinyzx <153831768+yangzhuxinyzx@users.noreply.github.com>