README for the neuroskill-skills npm package — installation, skill listing, and contribution guide.
概览
README for the neuroskill-skills npm package — installation, skill listing, and contribution guide. A collection of NeuroSkill EXG skills for NeuroLoop™️ — a biometric AI companion powered by a real-time EXG device (Muse or OpenBCI). Skills are loaded contextually: the harness injects the relevant skill file into the system prompt when the user's message matches the skill's domain. On every user message the harness: 1. Runs npx neuroskill status and injects the live EXG snapshot into the system prompt. 2. Detects domain signals in the user's prompt (stress, sleep, focus, protocols, …). 3. Runs the relevant neuroskill commands in parallel (neurological, session, search-labels, …). 4. If protocol intent is detected, reads skills/neuroskill-protocols/SKILL.md and injects the full protocol repertoire for that turn. 5. Injects the skill index (SKILL.md) so the model always knows every capability available. If you use this library in academic work, please cite it as:
README
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name: neuroskill-skills-readme description: README for the neuroskill-skills npm package — installation, skill listing, and contribution guide.
neuroskill-skills
A collection of NeuroSkill EXG skills for NeuroLoop™️ — a biometric AI companion powered by a real-time EXG device (Muse or OpenBCI). Skills are loaded contextually: the harness injects the relevant skill file into the system prompt when the user’s message matches the skill’s domain.
Skills
EXG Data & API Skills
| Skill | Description |
|---|---|
neuroskill-transport |
WebSocket & HTTP transport layer, port discovery, Quick Start, output modes (--json / --full / default), and every global CLI flag. |
neuroskill-status |
status command — full system snapshot: device state, signal quality, EXG scores, band powers, ratios, embeddings, labels, 48 h sleep summary, and recording history. |
neuroskill-sessions |
session and sessions commands — per-session metric breakdowns with first-half → second-half trend arrows, full session listing across all days, and Unix timestamp helpers. |
neuroskill-search |
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. |
neuroskill-sleep |
sleep and umap commands — EXG-based sleep stage classification (Wake / N1 / N2 / N3 / REM) with efficiency, onset latency, bout analysis; and GPU-accelerated 3D UMAP projection of session embeddings for spatial state comparison. |
neuroskill-labels |
label, search-labels, and interactive commands — creating timestamped EXG text annotations, semantic vector search over labels (HNSW), and a cross-modal 4-layer graph search combining text similarity, EXG similarity, and temporal label proximity. Supports Graphviz DOT export. |
neuroskill-streaming |
say, listen, notify, calibrate, calibrations, timer, and raw commands — on-device TTS speech, real-time WebSocket event streaming (EXG, PPG, IMU, scores, labels), OS notifications, calibration profile management, focus timer, and raw JSON passthrough for unlisted commands. |
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安装
npx skillfish add neuroskill-com/skills