neuroloop-py

NeuroSkill EXG data reference — all metric fields including band powers, EXG ratios and indices, core scores, complexity measures, PPG/HRV fields, motion and artifact markers, sleep stage codes, EXG correlate indices, and consciousness metrics. Use when looking up what a specific metric means or its value range.

NeuroSkill `label`, `search-labels`, and `interactive` commands — creating EXG text annotations, semantic vector search over labels, and cross-modal 4-layer graph search combining text and EXG similarity. Use when annotating EXG moments or searching for past states by description.

Full guided-protocol repertoire for neuroloop — 70+ mind-body practices organised by EXG metric signal. Covers attention, stress, emotions, relaxation, sleep, somatic, consciousness, cognitive performance, motor, neck, eyes, morning routines, workout/gym, hydration, bathroom breaks, emotions, music, social-media addiction, and dietary protocols. Loaded on-demand when protocol context is detected.

NeuroSkill use-case recipes and scripting patterns — shell snippets for focus and productivity monitoring, stress and anxiety tracking, sleep quality analysis, ADHD/cognitive-load queries, meditation tracking, cross-modal graph search, A/B session comparison, time-range queries, and automation with cron/Python/Node.js/HTTP. Use when looking for practical examples or building automation pipelines.

NeuroSkill `search` and `compare` commands — ANN search for neurally similar EXG moments across all history, and A/B session comparison with metric deltas, trend directions, and UMAP enqueuing. Use when finding similar past brain states or comparing two recording sessions.

NeuroSkill `session` and `sessions` commands — per-session metric breakdowns with first/second-half trends, session listing across all days, and Unix timestamp helpers. Use when analysing a specific recording session or listing all available sessions.

NeuroSkill `sleep` and `umap` commands — EXG-based sleep stage classification (Wake/N1/N2/N3/REM) with efficiency and bout analysis, and 3D UMAP projection of session embeddings for spatial comparison. Use when analysing sleep quality or visualising neural state separation between sessions.

NeuroSkill `status` command — full system snapshot including device state, signal quality, EXG scores, band powers, ratios, embeddings, labels, sleep summary, and recording history. Use when checking current EXG state, device connection, or session metadata.

NeuroSkill `listen`, `notify`, `calibrate`, `timer`, and `raw` commands — real-time WebSocket event streaming, OS notifications, calibration profiles, focus timer, and raw JSON passthrough. Use when streaming live EXG events, sending alerts, starting calibration, or sending arbitrary commands.

NeuroSkill EXG API transport layer — WebSocket and HTTP protocols, port discovery, Quick Start, output modes (default/--json/--full), and global CLI flags. Use when setting up a connection, choosing transport, or understanding output format options.