Firmware-Replay-Lab

Scaffold support for a new board or framework adapter. Use when: adding ESP32 support, adding STM32 support, creating a new platform adapter, integrating a new target.

Verify replay bundle completeness and schema validity. Use when: auditing a bundle, validating schema, checking bundle quality, reviewing a replay case.

Guide creation of a replay bundle from raw serial logs, metadata, and engineer notes. Use when: capturing a firmware bug, creating a replay case, converting raw logs into a bundle.

Analyze a firmware replay bundle, identify probable failure zones, and suggest deterministic next debugging steps. Use when: triaging a replay, diagnosing a failure, inspecting a bundle.

Propose new UI views or improve log and timeline analysis panels in the Dash interface. Use when: adding a Dash page, improving the UI, building a visualization, adding a timeline view.

Turn a replay bundle into a pytest regression test. Use when: writing a test from a bundle, creating regression coverage, adding a test case from a replay.