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ckt520728ckt520728/claude-skills/hhsa-closed-loop-prototyping/SKILL.md

hhsa-closed-loop-prototyping

Skill0 starsChanged 4 months agoNo licenceView on GitHub

Build, audit, debug, and validate Python research prototypes that combine Holo-Hilbert Spectral Analysis (HHSA), EEG acquisition, AM-envelope phase detection, and closed-loop tACS/TMS-style control. Use for nested two-layer EMD and holo-spectrum work, synthetic ground-truth validation, two-rate causal controller design, streaming AM-phase detection and phase-locked trigger prototypes, group-delay and jitter compensation, LSL integration, stimulation-artifact rejection ahead of the demodulator, adaptive AM-band tracking, safety-interlock review, or fixed-point / FPGA / DSP porting with CORDIC demodulation. Trigger on the intent even if the user never says HHSA - "phase-locked stimulation", "real-time EEG trigger", "my trigger fires late", "closed-loop tACS", "lock to the theta envelope", "port my phase detector to FPGA". Research prototypes only; physical stimulation stays disabled.

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