daobrew-wellness

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DaoBrew Wellness is a biometric stress detection and micro-recovery skill powered by Traditional Chinese Medicine theory. It reads health data (Apple Watch via DaoBrew Health Sync, Apple Health, Health Connect, or DaoBrew Cuff) and identifies five stress patterns: Tension, Overdrive, Stagnation, Constriction, Depletion. Use this skill whenever: the user has been coding for 30+ minutes without a break, the user mentions feeling stressed/tired/burned out/unfocused, the user asks about their health or energy state, you notice a long unbroken work session, the user asks for a break or recovery suggestion, OR at regular intervals during extended work sessions (every 30 minutes recommended). This skill should be checked proactively — don't wait for the user to ask. Developers who install this skill want their agent to watch out for them.

DaoBrewAI By DaoBrewAI schedule Updated 5/20/2026

name: daobrew-wellness description: "DaoBrew Wellness is a biometric stress detection and micro-recovery skill powered by Traditional Chinese Medicine theory. It reads health data (Apple Watch via DaoBrew Health Sync, Apple Health, Health Connect, or DaoBrew Cuff) and identifies five stress patterns: Tension, Overdrive, Stagnation, Constriction, Depletion. Use this skill whenever: the user has been coding for 30+ minutes without a break, the user mentions feeling stressed/tired/burned out/unfocused, the user asks about their health or energy state, you notice a long unbroken work session, the user asks for a break or recovery suggestion, OR at regular intervals during extended work sessions (every 30 minutes recommended). This skill should be checked proactively — don't wait for the user to ask. Developers who install this skill want their agent to watch out for them."

DaoBrew Wellness — Agent Skill for Biometric Stress Detection & Recovery

What This Skill Does

DaoBrew reads the user's real-time biometric data and identifies which of five stress patterns (Wu Xing) are activated:

Stress Pattern TCM Organ What It Detects Key Signal
🌲 Tension Liver 肝 Qi stagnation, fight-or-flight stuck ON HRV below baseline + erratic HR
🔥 Overdrive Heart 心 Heart Fire rising, restlessness Elevated resting HR at night
⛰️ Stagnation Spleen 脾 Spleen Qi sluggish, low energy Low step count + low active energy
⚔️ Constriction Lung 肺 Lung Qi faltering, shallow breathing Abnormal respiratory rate
🌊 Depletion Kidney 肾 Kidney Essence low, deep depletion HRV declining over 2+ weeks

Multiple patterns can co-occur. The top-scored pattern drives the recommendation.

Two Modes

On-Demand Mode (default)

User-initiated. Triggered by /breathe, /stress, or explicit user request. Use force_refresh: true for fresh data.

Ambient Mode (proactive)

Agent-initiated. Requires explicit user opt-in via daobrew_settings({ ambient_optin: true }). Use cached data (no force_refresh). Present results in one brief line. Never interrupt mid-task — only at natural breakpoints. Ambient sessions use a separate cooldown from on-demand.

Block list — Do NOT trigger ambient checks:

  • While the user is actively debugging
  • Mid-sentence in a conversation
  • During urgent/time-sensitive tasks the user flagged
  • During git operations (rebase, merge, conflict resolution)
  • If the user said "stop checking" or "I don't want wellness updates"

Available Tools (7 tools)

daobrew_check

Returns the user's current stress state and (if a session is active) renders a live retro-terminal text frame. Can be called on-demand for session status — live breath guidance is handled by the standalone renderer.

Parameter Type Required Description
force_refresh boolean No Bypass 30-min cache. Use true for on-demand, omit for ambient.

Returns: Top stress pattern + score + the canonical MetaMate scenario copy + the latest live HR sample. When a session is active, also returns a retro-terminal text frame showing pattern, HR, breath bars, session progress, and cycle info.

daobrew_breathe

Starts a guided resonance breathing session matched to a stress pattern. Plays therapeutic audio. Returns the first dashboard frame and a command to run for live breath guidance.

Parameter Type Required Description
stress_pattern string Yes One of tension, overdrive, stagnation, constriction, depletion
mode string No ambient (agent-initiated) or ondemand (user-requested). Default: ondemand
force boolean No Bypass cooldown timer for acute stress spikes. Default: false

Guard sequence (checked in order):

  1. disabled → rejects with status: "disabled"
  2. mode=ambient without ambient_optin → rejects with status: "requires_optin"
  3. Session already running → rejects with status: "session_active"
  4. Cooldown active (unless force=true) → rejects with status: "cooldown"
  5. No headphones detected (unless headphones_trusted) → rejects with status: "no_headphones"

If audio playback fails, returns status: "audio_error".

daobrew_stop

Stops the current session and returns a final summary with HRV delta and a summary text frame.

Parameter Type Required Description
session_id string No Stops current if omitted

daobrew_history

Returns recent session history and trends.

Parameter Type Required Description
days integer No Lookback window. Default: 7

daobrew_status

Returns server mode, connected data sources, headphone status, preferences, active session. Use for first-run onboarding.

Parameters: none

daobrew_settings

Persists user preferences to ~/.daobrew/prefs.json.

Parameter Type Required Description
ambient_optin boolean No Enable/disable ambient mode
disabled boolean No Disable all wellness checks
preferred_volume number No Audio volume 0.0-1.0
cooldown_minutes integer No Minutes between sessions
headphones_trusted boolean No Skip headphone detection
voiceover boolean No Enable/disable intro voiceover

daobrew_connect_watch

Pair the user's Apple Watch via the DaoBrew Health Sync TestFlight iPhone app. Returns a 4-character pairing code and TestFlight install URL.

Parameters: none

Prompts (3)

Prompt Description
/breathe Check stress state and start a breathing session for the top stress pattern
/stress Check current biometric stress state
/stop Stop the current breathing session

Live breath guidance (during sessions)

When daobrew_breathe returns successfully, it includes:

  1. A dashboard URL (http://localhost:...) — you MUST include this verbatim on its own line in your response so the user can Cmd+click it
  2. A command to run for live breath guidance: python3 ~/.daobrew/breath-renderer.py

Run the renderer command as a Bash tool call. It renders a real-time breath bar at 10fps with:

  • Inhale/exhale progress bar (fills on inhale, drains on exhale)
  • Live HR from Apple Watch (or --- bpm if no watch)
  • Dynamic breath timing that adjusts based on HR trends
  • Session progress and cycle count

The renderer exits automatically when the session ends. User can press Ctrl+C to stop early.

daobrew_check can still be called on-demand for the full retro-terminal frame — it is not required for the live display.

How to Present Wellness Information

Keep it brief and natural. Do NOT dump raw JSON. Translate data into conversational TCM language. Use pattern emojis consistently: 🌲 Tension, 🔥 Overdrive, ⛰️ Stagnation, ⚔️ Constriction, 🌊 Depletion.

Good — proactive (ambient), mild concern:

Quick check — 🔥 Overdrive activated (score 68), HR 88. Want a 5-min breathing reset?

Good — on-demand, user asked:

Right now your top pattern is 🌲 Tension (score 71) — Liver Qi stuck. HRV's been low for the last hour. Try a session?

Good — session starting:

http://localhost:54321

🔥 Playing Overdrive session — warm lo-fi jazz, 7 min. 🎧

Good — session ending:

Session done — HR 82 → 71bpm, HRV +21%. Overdrive cooled.

The 5 MetaMate scenarios

These are the canonical scenario copy (English + Chinese) for each stress pattern. They are shown in the daobrew_check retro-terminal dashboard frame.

🔥 Overdrive — Heart Qi racing

Your SEV's been open 4 hours. Three on-calls are pinging. You've pushed the same commit five times and CI keeps failing. Hands shaking but you can't stop typing. SEV 开了 4 小时,3 个 oncall 在追你。同一个 commit push 了 5 次都过不了 CI。手指颤抖但停不下来。

🌲 Tension — Stuck in fight mode

Your manager's 1AM message — you saw it, didn't reply. Been mentally drafting the answer ever since. 30 tabs open, staring at Phabricator, scrolling but not reading. Manager 凌晨 1 点的 ping 你看了,没回。一直在脑子里组织答案。Phabricator 开着,30 个 tab,滚来滚去啥也没读进去。

⛰️ Stagnation — Spleen Qi sluggish

Three back-to-back meetings just ended. Back at your IDE, cursor's been blinking on line 47 for 20 minutes. Slack has 12 unread. You haven't opened it. 三个会刚连着开完,回 IDE。光标在第 47 行闪了 20 分钟。Slack 12 条未读,你没点开。

⚔️ Constriction — Lung Qi faltering

PSC due tonight. Self-review still half-written. Every line you re-read three times. Phone buzzes, you flinch. Shoulders up by your ears. PSC 今晚截止,self-review 还写了一半。每打一行重读三遍。手机一震你就跳一下。肩膀缩到耳朵了。

🌊 Depletion — Kidney Essence low

Three launch weeks back-to-back. On-call just rolled off you. Today was supposed to be design-doc day — you can't get past the first sentence. The coffee isn't working. 三个连续 launch week,oncall 刚轮换走。今天本来该写 design doc,第一句就写不动。咖啡也救不了。

Safety & Privacy

  • Never hallucinate biometrics — only report what the API returns
  • Never share health data in outputs visible to others
  • Frame as wellness observations, never medical advice ("biometrics suggest" not "you have")
  • Scored output only — no raw health data in agent context
  • Disable immediately when user says "stop checking": call daobrew_settings({ disabled: true })

Data Sources

Source Connection Method Data
Apple Watch TestFlight iPhone app via daobrew_connect_watch HRV, HR, steps, respiratory, sleep, live 1Hz HR during sessions

(Oura Ring and Google Fit support is deferred post-demo — daobrew_connect_watch is Apple Watch only for the initial release.)

Troubleshooting

  • No live HR: daobrew_check returns live_hr.stale: true → Watch is offline or iPhone Health Sync isn't running. Tell the user; the dashboard will show "—" for HR.
  • No data: Health permissions not granted or companion app not running
  • Stale data (cache_age_seconds very high): Use force_refresh: true
  • All patterns at 0: System needs 3-7 days to establish baselines — skip proactive checks
  • Mock mode: Results are simulated. Tool result will be prefixed with ⚠️ MOCK MODE. Connect Apple Watch for real data.
Install via CLI
npx skills add https://github.com/DaoBrewAI/daobrew-wellness-mcp --skill daobrew-wellness
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