agodianel

Verifies user's board configuration against known hardware limitations like strapping pins, ADC/Wi-Fi conflicts, and input-only pins.

Review ESP32 firmware architecture for RTOS safety, memory management, error handling, and embedded best practices.

Analyze ESP32 Guru Meditation errors and crash dumps to identify root cause and recommend fixes.

Parse and classify ESP32 serial log output to identify errors, warnings, boot issues, and failure patterns.

Audit ESP32 GPIO usage for conflicts, reserved pin violations, and documentation drift.

Generate a structured test plan for ESP32 firmware changes across all testing layers.

Generate a structured implementation contract before making any code changes to an ESP32 project.

Prepare a pull request with structured description, test evidence, risk assessment, and review checklist.

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.