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neuroskill-streaming

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.

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NeuroSkill-com/neuroloop-py
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2026년 3월 4일 18:31
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neuroskill-streaming
description
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 Streaming & Control Commands --- ## `listen` — Real-Time Event Streaming Passively collect real-time broadcast events from the server for a fixed duration. Events include raw EXG packets, PPG, IMU, scores, and label-created notifications. > Requires WebSocket (`--http` mode has no push streaming). ```bash npx neuroskill listen # 5 seconds (default) npx neuroskill listen --seconds 30 npx neuroskill listen --seconds 10 --json npx neuroskill listen --seconds 5 --json | jq '[.[] | select(.event == "scores")]' npx neuroskill listen --seconds 5 --json | jq 'map(select(.event == "EXG")) | length' ``` ### JSON Event Shapes ```jsonc // EXG packet (4 channels × N samples): { "event": "EXG", "electrode": 0, "samples": [12.3, -4.1], "timestamp": 1740412800.512 } // PPG packet: { "event": "ppg", "channel": 0, "samples": [2048.1, 2051.3], "timestamp": 1740412800.512 } // IMU packet: { "event": "imu", "ax": 0.01, "ay": -0.02, "az": 9.81, "gx": 0.0, "gy": 0.0, "gz": 0.0 } // 5-second epoch scores: { "event": "scores", "focus": 0.70, "relaxation": 0.40, "engagement": 0.60, "rel_delta": 0.28, "rel_theta": 0.18, "rel_alpha": 0.32, "rel_beta": 0.17, "hr": 68.2, "snr": 14.3, "timestamp": 1740412805 } // Label created: { "event": "label_created", "label_id": 43, "text": "distracted", "created_at": 1740412830 } ``` ### Hidden Fields | Hidden field | Contents | |---|---| | events array | Full array of every raw broadcast event — default summary only prints counts | ```bash npx neuroskill listen --seconds 10 --json | jq '[.[] | select(.event == "scores")]' npx neuroskill listen --seconds 5 --json | jq '.[0]' ``` --- ## `notify` — OS Notification Send a native OS notification through the NeuroSkill app. ```bash npx neuroskill notify "Session complete" npx neuroskill notify "Focus done" "Take a 5-minute break" npx neuroskill notify "High drowsiness detected" "Consider a break" ``` **HTTP:** ```bash curl -s -X POST http://127.0.0.1:8375/ \ -H "Content-Type: application/json" \ -d '{"command":"notify","title":"Session done","body":"Great work!"}' ``` **Response:** `{ "command": "notify", "ok": true }` ```bash # Verify in a script: npx neuroskill notify "build finished" --json | jq -e '.ok' > /dev/null \ && echo "notification sent" || echo "notification failed" ``` --- ## `calibrate` — Open Calibration Window Open the calibration window and start a profile immediately. With `--profile`, matches by profile name (case-insensitive substring) or exact UUID. ```bash npx neuroskill calibrate # uses active profile npx neuroskill calibrate --profile "Eyes Open" # by name npx neuroskill calibrate --profile default # by id npx neuroskill calibrate --json | jq '.ok' ``` **List all profiles (raw command):** ```bash npx neuroskill raw '{"command":"list_calibrations"}' --json | jq '[.profiles[].name]' ``` The `list_calibrations` response shape: ```jsonc { "profiles": [ { "id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890", "name": "Eyes Open/Closed", "loop_count": 3, "break_duration_secs": 5, "auto_start": true, "actions": [ { "name": "Eyes Open", "duration_secs": 20 }, { "name": "Eyes Closed", "duration_secs": 20 } ] } ] } ``` **HTTP:** ```bash # List profiles: curl -s -X POST http://127.0.0.1:8375/ \ -H "Content-Type: application/json" \ -d '{"command":"list_calibrations"}' | jq '.profiles[].name' # Run a specific profile by UUID: curl -s -X POST http://127.0.0.1:8375/ \ -H "Content-Type: application/json" \ -d '{"command":"run_calibration","id":"a1b2c3d4-e5f6-7890-abcd-ef1234567890"}' ``` ```bash # Script usage: npx neuroskill calibrate --profile "Eyes Open" --json | jq -e '.ok' > /dev/null \ && echo "calibration started" || echo "failed — is a Muse connected?" ``` --- ## `timer` — Focus Timer Open the Focus Timer window and auto-start the work phase using the last saved preset (Pomodoro 25/5, Deep Work 50/10, or Short Focus 15/5). ```bash npx neuroskill timer npx neuroskill timer --json # → { "command": "timer", "ok": true } ``` **HTTP:** ```bash curl -s -X POST http://127.0.0.1:8375/ \ -H "Content-Type: application/json" \ -d '{"command":"timer"}' ``` --- ## `raw` — Raw JSON Passthrough Send any JSON payload to the server and print the raw response. Use this for commands not yet exposed as named CLI subcommands. ```bash npx neuroskill raw '{"command":"status"}' npx neuroskill raw '{"command":"sessions"}' --json npx neuroskill raw '{"command":"search","start_utc":1740412800,"end_utc":1740415500,"k":3}' npx neuroskill raw '{"command":"label","text":"retrospective note","label_start_utc":1740412800}' ``` **HTTP:** ```bash # The raw command body is forwarded verbatim: curl -s -X POST http://127.0.0.1:8375/ \ -H "Content-Type: application/json" \ -d '{"command":"search","start_utc":1740412800,"end_utc":1740415500,"k":3}' ```
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