The Agent Skills Directory

[SAFE]: The skill provides guidelines and deterministic tools for calculating digital filter responses for ADC signals. It emphasizes hardware safety, signal integrity, and verification at multiple stages (host, target, system).
[SAFE]: The Python script scripts/filter_benchmark.py is a standalone utility for benchmarking filter algorithms (EMA, median, moving average) against provided numeric datasets. It performs input validation for finite numbers and handles parameters safely using argparse.
[SAFE]: The Arduino example examples/adc-filter-pipeline.ino is a standard, board-neutral implementation for raw and EMA-filtered data reporting over a serial connection. It does not include hardcoded credentials or dangerous network operations.
[SAFE]: The skill includes explicit security and recovery guidance in references/verification-and-tdd.md, instructing the user not to place private captures, unredacted logs, or credentials in examples or reports.
[SAFE]: External links in references/analog-front-end.md point to official technical documentation from trusted vendors (Microchip, STMicroelectronics, Arduino, Espressif).

sensor-signal-filtering