What problem does it solve? It closes the gap between static code review and release by confirming that PRD acceptance criteria actually hold at runtime on real Nordic NCS hardware, while capturing accurate peak thread and heap memory watermarks under load. ## Core Features & Use Cases - Collaborative test planning: Derives a reviewable VALIDATION_PLAN.md from PRD acceptance criteria, with a coverage matrix, 1-5 test rounds, and explicit human-interaction steps negotiated via AskQuestion. - Shell-first hardware execution: Drives connected boards (nRF7002DK, nRF54LM20DK) through a delegated serial terminal agent, with button/log fallback for no-shell boards and loop tests for stability criteria. - ZView memory watermark capture: Records thread stack and heap peaks over SWD/J-Link concurrently with UART sessions, producing a Memory Watermarks section that feeds directly into memory re-sizing. - Use Case: After finishing a Wi-Fi feature on an nRF54LM20DK project, run a validation pass that flashes the board, exercises connection and OTA scenarios, captures ZView watermarks, and produces a VALIDATION_REPORT.md with a pass/fail verdict and routing for any failures. ## Quick Start Ask Claude to run hardware validation for the current NCS project against the PRD acceptance criteria on the connected boards.