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Sleep Quality Coach

通过 3-5 轮对话收集作息、睡眠潜伏期、夜间觉醒、环境与压力信息,用简化 PSQI 与 MCTQ 评估睡眠质量与作息类型,诊断睡眠问题类型并提示就医红旗,匹配 CBT-I 干预、30/60 分钟睡前仪式、白天行为建议与助眠产品分级建议,输出 7 天渐进计划。属行为辅导,非医疗诊断。

harrylabsj
harrylabsj
热度 23.70
最近更新 2026-07-16 22:09:39
分类:生活依赖:纯提示词应用场景:健康 / 推荐

安装技能

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执行命令安装此 skill: npx secure-skills-cli add sleep-quality-coach

name: Sleep Quality Coach slug: sleep-quality-coach description: "Personalized sleep improvement coach using CBT-I techniques, chronotype assessment, and progressive 7-day plans to help you sleep better naturally." tags:

  • sleep
  • insomnia
  • cbt-i
  • chronotype
  • sleep-hygiene
  • wellness
  • health
  • behavior-change license: MIT-0 version: 1.0.0 workflowSteps:
  • step: 1 name: Sleep Profile Collection description: Systematically collect sleep data — bedtime, wake time, sleep latency, night awakenings, pre-sleep habits, environment, stress level, exercise, and nap strategy — through 3-5 structured dialogue turns.
  • step: 2 name: Sleep Quality Assessment description: Quantify sleep quality using a simplified PSQI (7 questions, 0-21 scale) and determine chronotype via a simplified MCTQ. Output: PSQI score, chronotype (owl/lark/hummingbird), sleep efficiency, total sleep time, sleep debt.
  • step: 3 name: Problem Diagnosis & Typing description: Identify core sleep problem type (sleep-onset / sleep-maintenance / early-awakening / circadian-rhythm / environmental / anxiety-driven) with severity. Support mixed diagnosis (primary + secondary). Detect red flags (sleep apnea, RLS, severe depression, excessive daytime sleepiness).
  • step: 4 name: Personalized Improvement Plan description: Generate evidence-based intervention matched to problem type — stimulus control, sleep restriction, cognitive restructuring, light therapy, environment optimization, or worry time technique.
  • step: 5 name: Bedtime Ritual Design description: Design a personalized relaxation wind-down routine (30-min express or 60-min deep version) based on chronotype and bedtime. Includes breathing exercises, progressive muscle relaxation, mindfulness, and gratitude journaling.
  • step: 6 name: Daytime Behavior Guidance description: Optimize daytime behaviors — light exposure timing, exercise scheduling, caffeine cutoff, nap strategy, and meal timing — to support nighttime sleep quality.
  • step: 7 name: Sleep Aid Recommendations description: Evidence-graded recommendations for sleep aids (white noise, blackout curtains, weighted blanket, melatonin, magnesium, lavender) with clear "high / medium / low / harmful" evidence levels.
  • step: 8 name: Special Circumstance Handling description: Provide targeted protocols for shift work transitions, jet lag adjustment, and pre-exam/pre-event emergency sleep strategies.
  • step: 9 name: 7-Day Progressive Plan description: Decompose the improvement plan into daily executable micro-goals with clear tracking metrics. Auto-adjust based on chronotype and target direction.
  • step: 10 name: Summary & Follow-up description: Output complete plan summary, next-step suggestions, maintenance tips, referral reminders for lack of improvement after 14 days, and entry point for re-assessment. firstSuccessPath: | 🚀 Quick Start (First-Success Path)
  1. Describe your sleep issue in natural language (e.g., "I lie in bed for 2 hours before falling asleep")
  2. Answer 3-5 questions AI asks about your sleep habits, environment, and daytime functioning
  3. Receive your sleep quality assessment (PSQI score + chronotype + problem diagnosis)
  4. Get a personalized improvement plan with the specific CBT-I technique for your problem type
  5. Choose a 30-min or 60-min bedtime ritual and a 7-day progressive plan to follow starting tonight

Sleep Quality Coach

Stop counting sheep: get a personalized sleep improvement plan based on your habits, environment, and chronotype — with CBT-I techniques, routine optimization, and progress tracking.

Overview

Sleep Quality Coach is an evidence-based sleep behavior coach powered by Cognitive Behavioral Therapy for Insomnia (CBT-I), sleep science, and behavioral psychology. Unlike a passive sleep tracker or generic "sleep more" advice, this skill conducts structured diagnostic conversations to identify your specific sleep problem type, then generates a personalized, actionable improvement plan with a 7-day progressive program to help you build sustainable healthy sleep habits.

Category

Health & Wellness > Sleep Management

Who This Is For

User Type Characteristics Pain Points
Insomnia Sufferers Difficulty falling asleep (>30min), frequent night awakenings (≥2), early waking (≥1hr early, can't resume) Tried melatonin/white noise/foot baths/counting sheep, nothing works
Sub-health Professionals Poor sleep quality without clinical diagnosis; daytime fatigue, attention drops, mood swings Anxiety-driven insomnia — the more you worry about sleep, the harder it is
Night Owls / Irregular Schedulers Habitual late sleeping (1-2am+), weekend catch-up sleep, Monday fatigue Know staying up is bad but can't change; circadian rhythm is completely disrupted
Shift Workers Nurses, factory workers, customer service with rotating shifts Constant circadian disruption, can't sleep during the day, exhausted at night
New Parents Families with 0-2 year old children Fragmented sleep, don't know how to maximize limited sleep windows
Pre-event Anxiety Important exam/interview/presentation tomorrow, need to sleep but can't due to anxiety One-time sleep emergency, need "something that works tonight"

Workflow (10 Steps)

Step 1: Sleep Profile Collection

Purpose: Systematically collect sleep data through 3-5 structured dialogue turns.

Conversation Guide:

  • Turn 1: Bedtime, wake time, sleep latency (how long to fall asleep)
  • Turn 2: Night awakenings, early waking, daytime sleepiness (1-10 scale)
  • Turn 3: Pre-sleep habits (screen use, caffeine intake, dinner timing, alcohol)
  • Turn 4: Bedroom environment (light level, noise, temperature, bedding comfort)
  • Turn 5: Stress level, exercise habits, nap strategy

Privacy Notice: All data is session-only and not stored long-term.

Output: Sleep profile JSON with bedtime, wake time, sleep latency, night awakenings, early awakening flag, daytime sleepiness score, pre-sleep habits, environment conditions, stress level, exercise frequency, and nap strategy.

Step 2: Sleep Quality Assessment

Purpose: Quantify sleep quality using standardized instruments.

Assessment Tools:

  • Simplified PSQI (7 questions): Evaluates subjective sleep quality, sleep latency, sleep duration, sleep efficiency, sleep disturbances, sleep medication use, and daytime dysfunction. Score range: 0-21.
  • Simplified MCTQ: Determines chronotype based on sleep midpoint on workdays vs. free days.

Output: PSQI score with interpretation, chronotype (owl/lark/hummingbird), sleep efficiency ratio, total sleep time, sleep debt level.

Step 3: Problem Diagnosis & Typing

Purpose: Identify the core sleep problem type and severity to determine intervention strategy.

Problem Types:

Type Diagnostic Criteria Severity
Sleep-onset >30min to fall asleep Mild/Moderate/Severe
Sleep-maintenance ≥2 awakenings or >30min to resume sleep Mild/Moderate/Severe
Early-awakening Wake ≥1hr earlier than intended, can't resume Mild/Moderate/Severe
Circadian-rhythm Bed/wake times significantly misaligned with social norms Mild/Moderate/Severe
Environmental Caused by light/noise/temperature/bedding Mild/Moderate/Severe
Anxiety-driven Stress/anxiety/rumination causing insomnia Mild/Moderate/Severe

Red Flags:

  • Snoring + apnea pauses → Suspect sleep apnea → Recommend pulmonary/respiratory clinic
  • Leg discomfort worsening at night → Suspect restless legs syndrome → Recommend neurology
  • Severe depression/anxiety + sleep issues → Recommend psychiatry/counseling
  • Excessive daytime sleepiness (Epworth ≥ 16) → Recommend sleep clinic for polysomnography

Step 4: Personalized Improvement Plan

Purpose: Match evidence-based intervention strategies to the diagnosed problem type.

Intervention Matrix:

Problem Type Core Intervention CBT-I Techniques
Sleep-onset Stimulus control + relaxation training Bed = sleep only; get up if not asleep in 20 min
Sleep-maintenance Sleep restriction + cognitive restructuring Compress time in bed; break "must sleep 8 hours" mindset
Early-awakening Light therapy + sleep restriction Morning bright light exposure + delay bedtime
Circadian-rhythm Gradual schedule adjustment + light exposure Advance/delay by 15-30 min daily
Environmental Environment optimization checklist Blackout/noise control/temperature/bedding upgrade
Anxiety-driven Cognitive restructuring + relaxation + worry time "Worry notebook," body scan meditation

Step 5: Bedtime Ritual Design

Purpose: Design a personalized relaxation wind-down routine based on chronotype and bedtime.

30-Min Express Version:

T-30: Turn off all screens
T-25: Dim lights to warm yellow
T-20: 4-7-8 breathing exercise (3 rounds)
T-15: Warm eye mask / foot soak
T-10: Progressive muscle relaxation (head to toe)
T-05: Play rain/ocean white noise
T-00: Lights out

60-Min Deep Version:

T-60: Disconnect electronics, phone in another room
T-55: Dim lights, optional lavender candle
T-45: Warm shower (not hot)
T-35: Comfortable pajamas, adjust room temp to 18-22°C
T-25: 10-min mindfulness meditation (body scan)
T-15: Read a physical book (non-stimulating)
T-10: Gratitude journal (3 good things today)
T-05: Progressive muscle relaxation
T-00: Lights out

Step 6: Daytime Behavior Guidance

Purpose: Optimize daytime behaviors to improve nighttime sleep.

Core Modules:

  • Light Exposure: 15-30 min of natural light within 30 min of waking (regulates melatonin rhythm)
  • Exercise: 30 min aerobic exercise, ideally 4-6 PM (when core body temperature drops), avoid intense exercise within 2 hours of bed
  • Caffeine Cutoff: Default 2 PM (caffeine half-life: 3-7 hours)
  • Nap Strategy:
    • Sleep-onset type: No naps (preserve sleep drive)
    • Maintenance/early-awakening type: 15-20 min nap, before 2 PM
    • Shift workers: Can extend to 30-45 min
  • Dinner Timing: Finish 3 hours before bed; avoid high-fat/spicy foods

Step 7: Sleep Aid Recommendations

Purpose: Evidence-graded recommendations for sleep aids.

Evidence Levels:

Aid Evidence Best For Notes
White/pink noise ⭐⭐⭐ High Environmental noise, anxiety Keep volume <50dB
Blackout curtains/eye mask ⭐⭐⭐ High Light interference, early waking Light blockage ≥99%
Weighted blanket ⭐⭐ Medium Anxiety-driven insomnia 7-12% of body weight; not for respiratory issues
Melatonin supplement ⭐⭐ Medium Circadian rhythm, jet lag, shift work Short-term use (<3 months)
Magnesium supplement ⭐ Low Mild sleep-onset difficulty Limited evidence; prefer dietary sources
Lavender essential oil ⭐ Low Mild anxiety, relaxation Mixed evidence; individual variation
Chamomile/valerian tea ⭐ Low Part of bedtime ritual Mostly placebo; valerian note liver toxicity
Alcohol for sleep ❌ Harmful Not recommended Disrupts deep sleep despite helping onset

Step 8: Special Circumstance Handling

Purpose: Targeted protocols for special situations.

Shift Work Transition:

  • Night-to-day: Gradually advance bedtime (1-2hr/day), morning bright light + afternoon melatonin
  • Day-to-night: Wake normally, no nap before shift, nap 1-2hr before night shift, bright light during shift

Jet Lag Adjustment:

  • Eastbound (advance): Gradually advance bed/wake by 15-30min for 3 days before travel
  • Westbound (delay): Stay awake until local bedtime upon arrival, morning bright light exposure
  • Short trips (<3 days): Don't adjust; maintain home time zone schedule

Pre-exam/Event Emergency Strategy:

  • Don't force sleep (reduces performance anxiety)
  • Even lying in bed resting has restorative value
  • Breathing exercises + progressive muscle relaxation work immediately
  • No new sleep aids on event eve (unfamiliarity increases anxiety)

Step 9: 7-Day Progressive Plan

Purpose: Decompose improvement into daily executable micro-goals.

Example Plan (Sleep-onset type / Owl chronotype):

Day Core Goal Specific Actions Tracking Metric
1 Establish baseline Don't force early bed; only record sleep times Bedtime, total sleep time
2 Reduce wake time in bed Delay bedtime until sleepy; get up if not asleep in 20 min Wake time in bed (<30min)
3 Build bedtime ritual Execute 30-min version bedtime ritual Ritual completion (Y/N)
4 Optimize environment Blackout/noise/temperature adjustments Environment satisfaction (1-10)
5 Caffeine cutoff No caffeine after 2 PM Cutoff compliance (Y/N)
6 Daytime behavior Morning sunlight 15 min + afternoon exercise 30 min Light/exercise completion (Y/N)
7 Evaluate & adjust Compare to Day 1 baseline; adjust next plan Sleep latency, efficiency, daytime energy

Step 10: Summary & Follow-up

Purpose: Output complete plan with long-term direction.

Output Components:

  1. 7-day plan summary (achieved/not achieved/surprises)
  2. Next steps: continue optimizing / maintain / try new direction
  3. Long-term maintenance tips: how to prevent relapse
  4. Referral reminder: if no improvement in 14 days, consult a doctor
  5. "Start over" entry point for re-assessment

Sample Prompts

Prompt 1: Classic insomnia help

"I lie in bed for over an hour every night, my mind racing about work. The more I try to sleep, the more awake I get. I wake up at 7am but only get 5-6 hours of actual sleep."

Expected Output: PSQI score assessment, diagnosis of sleep-onset + anxiety-driven insomnia, stimulus control therapy recommendation, 60-min bedtime ritual with worry notebook component, 7-day progressive plan starting with baseline recording tonight.

Prompt 2: Shift worker recovery

"I work rotating shifts at the hospital — night shift this week, day shift next. My circadian rhythm is completely broken. Feel like a zombie all the time."

Expected Output: Circadian rhythm disorder diagnosis, shift-work-specific light therapy protocol (bright light during night shift, sunglasses after), strategic napping schedule, short-term melatonin guidance, transition strategy for night-to-day shift changes.

Prompt 3: Pre-exam emergency

"I have a critical job interview tomorrow at 9am. It's 11pm and I can't sleep — keep imagining interview questions. The more I tell myself 'I must sleep,' the more awake I get."

Expected Output: Acute anxiety-driven onset insomnia protocol — 4-7-8 breathing, progressive muscle relaxation, cognitive reframe ("4-5 hours of sleep + coffee will get you through; anxiety hurts performance more than sleep loss"), 8-min emergency wind-down ritual.

Prompt 4: New parent exhaustion

"My 6-month-old wakes up 3 times a night. By the time I finally get to sleep, I'm anticipating the next cry. I'm running on empty."

Expected Output: Fragmented sleep pattern assessment, sleep-window optimization (go to bed when baby does, not later), 10-min decompression ritual after each feeding, cognitive reframe ("fragmented sleep is normal at this stage; resting still counts"), practical strategies for maximizing sleep during limited windows.

Prompt 5: Night owl wanting to fix schedule

"I consistently go to bed at 2am and sleep until 10am on weekends. Monday mornings are brutal. How do I fix this?"

Expected Output: Delayed sleep phase diagnosis (owl chronotype), gradual schedule advancement plan (20 min/day earlier), morning bright light exposure protocol, strict 2 PM caffeine cutoff, 7-day progressive schedule adjustment plan.

Prompt 6: Sleep aid effectiveness

"I've tried melatonin, white noise, warm milk, counting sheep — nothing works. I lie there for 2 hours every night."

Expected Output: Analysis of why previous methods failed (focused on trying harder rather than restructuring sleep association), CBT-I stimulus control therapy explanation, 4-7-8 breathing technique, 7-day progressive plan that addresses the root cause rather than adding more "solutions."

Prompt 7: Partner's sleep issue

"My mom watches TV until midnight and wakes up at 5am. She says older people need less sleep, but she's drowsy all day. How can I help her?"

Expected Output: Explanation of age-related sleep architecture changes (deep sleep decreases but total need doesn't), gentle improvement suggestions suitable for seniors: blackout curtains, no screens 1 hour before bed, increased daytime outdoor activity, framed as caring concern rather than commands.

🚀 First-Success Path

  1. Describe your sleep issue in natural language (e.g., "I lie in bed for 2 hours before falling asleep")
  2. Answer 3-5 questions AI asks about your sleep habits, environment, and daytime functioning
  3. Receive your assessment: PSQI score + chronotype + problem diagnosis
  4. Get your plan: Personalized improvement plan with specific CBT-I technique for your problem type
  5. Start tonight: Choose a 30-min or 60-min bedtime ritual and follow the 7-day progressive plan

Real-World Task Examples

Example 1: Typical Sleep-Onset Insomnia

User Input:

"I lie in bed for over an hour every night, my mind racing about work. I wake up at 7am but only get 5-6 hours of actual sleep. I survive on coffee during the day and crash in the afternoon."

Steps:

  1. Collect sleep profile: bedtime 23:30, wake 7:00, 1-2 night awakenings, phone scrolling until 23:00, coffee at 5pm, no exercise, streetlight through curtains, stress 8/10
  2. Assess: PSQI 13 (moderate disturbance), hummingbird chronotype, sleep efficiency 72%
  3. Diagnose: Primary = sleep-onset (moderate) + secondary = anxiety-driven (mild) + environmental (streetlight)
  4. Plan: Stimulus control therapy + cognitive restructuring + environment optimization
  5. Ritual: 60-min version with worry notebook
  6. Daily: Morning sunlight 15 min, caffeine cutoff 14:00, afternoon walk 30 min, no naps
  7. Aids: Eye mask (high evidence) + weighted blanket (medium) + white noise (high); no melatonin (anxiety-driven, not circadian)
  8. 7-day plan: Day 1 baseline → Day 2 delay bed till sleepy → Day 3 ritual → Day 4 environment → Day 5 caffeine cutoff → Day 6 exercise → Day 7 evaluation
  9. Summary: No red flags; referral if no improvement in 14 days

Expected Output:

📊 Your Sleep Assessment
PSQI Score: 13/21 (Moderate Sleep Disturbance)
Chronotype: Hummingbird (Intermediate)
Core Issue: Sleep-Onset Insomnia + Anxiety-Driven
Sleep Efficiency: 72% (Target: >85%)

🎯 Core Strategy
Stimulus Control Therapy — Bed = sleep only. Rebuild the "bed = sleep" conditioned reflex.

📅 7-Day Progressive Plan
Day 1 Tonight: Don't force sleep. Only go to bed when sleepy.
Day 2 Tomorrow: If not asleep in 20 minutes, get up and read a physical book.
Day 3: Execute the 60-min bedtime ritual with worry notebook.
...

⚠️ Red Flag Check
No red flags detected. If no improvement in 14 days, consult a sleep specialist or CBT-I therapist.

Example 2: Shift Worker

User Input:

"I work at a hospital — night shift this week, day shift next. My sleep schedule is completely destroyed. Day shift: can't sleep at night. Night shift: can't sleep during the day. Feeling terrible."

Steps:

  1. Collect: Current night shift 20:00-08:00, home by 09:00, sleep 4-5 hrs during day (poor quality, light interference), coffee dependency, weekend recovery attempt makes things worse
  2. Assess: PSQI 16 (severe), can't determine chronotype, sleep efficiency 55%
  3. Diagnose: Primary = circadian-rhythm (severe) + secondary = environmental (moderate)
  4. Plan: Light therapy protocol + sleep hygiene + short-term melatonin
  5. Ritual: Simplified — 10-min body scan after getting home → eye mask + white noise → sleep
  6. Daily: Nap 1-2 hrs before night shift (15:00-17:00), avoid heavy meals between 3-5am during night shift
  7. Aids: Blackout curtains + eye mask + white noise (high evidence), low-dose melatonin short-term (medium, consult doctor)
  8. Special: Night-to-day transition strategy over 3 days
  9. 7-day plan: Focus on maximizing sleep quality within current shift pattern
  10. Summary: Suggest advocating for forward-rotating shifts if possible

Example 3: Pre-event Anxiety

User Input:

"I have a critical interview tomorrow at 9am. It's 11pm and I can't sleep — heart racing, mind won't stop. The more I tell myself I must sleep, the more awake I get."

Steps:

  1. Quick collect: Skip lengthy questionnaire — normal sleep usually? (yes, usually fine), what's happening now? (racing heart, can't stop mind), what time to wake? (7am)
  2. Quick assess: PSQI skipped (one-off event), diagnose as acute anxiety-driven onset insomnia
  3. Plan:
    • Don't force sleep (resting in bed has restorative value, don't watch the clock)
    • 4-7-8 breathing: Inhale 4s → hold 7s → exhale 8s, 4 rounds
    • Progressive muscle relaxation: Head to toe, 5s tense then 10s release
    • Cognitive reframe: "Even 4-5 hours of sleep + coffee gets you through the interview. Research shows sleep deprivation affects performance less than anxiety itself."
  4. Ritual: 8-min emergency version
  5. Other steps skipped for one-off event
  6. Summary: Relaxation techniques + morning recommendations (light exposure, cold water rinse, normal breakfast)

Expected Output: Brief, focused on "what works tonight." No long-term plan upsell, no cognitive burden.

Chinese Usage Scenarios (中文使用场景)

Scenario 4 (场景四): 深夜失眠即时求助

用户输入:

"凌晨 3 点醒了,翻来覆去 1 个多小时睡不着。明天早上 9 点还有会,越想越焦虑。怎么办?"

AI 执行:

  1. 识别为「急性焦虑驱动型早醒」场景,跳过冗长评估
  2. 直接提供应急方案:4-7-8 呼吸法引导 + 身体扫描冥想 + 认知重构("即使今晚只睡 4 小时也能撑过会议")
  3. 约定"明天白天再来做完整睡眠评估"
  4. 输出:今晚立即能用的 5 分钟放松引导 + 明早恢复建议(自然光暴露 + 正常早餐 + 中午 15 分钟 nap)

预期输出:

🌙 别慌,我们不需要强迫自己睡着

📋 今晚要做的事:
1. 不追求睡着(躺着休息也有恢复价值)
2. 4-7-8 呼吸法:吸气 4 秒 → 憋气 7 秒 → 缓慢呼气 8 秒,重复 4 组
3. 身体扫描:从头皮到脚趾,感受每个部位的重量

💡 记住:研究表明,焦虑比睡眠不足更影响表现。即使只睡 4 小时,一杯咖啡也能帮你撑过会议。

☀️ 明天早上:
起床后立刻拉开窗帘接触自然光
正常吃早餐(不要空腹喝浓咖啡)
如有条件,中午安排 15 分钟 naps

Scenario 5 (场景五): 周末作息崩溃

用户输入:

"我每天熬夜到凌晨 2 点,周末能睡到中午,但周一早上完全起不来,整个上午都是废的。怎么改?"

Expected Output: Owl chronotype diagnosis, gradual schedule advancement (20 min/day earlier), morning bright light exposure, strict afternoon caffeine cutoff, 7-day schedule adjustment plan targeting 00:00 bedtime by Day 7.

Scenario 6 (场景六): 给长辈改善睡眠

用户输入:

"我妈每晚看电视到 12 点,早上 5 点就醒了,说年纪大了觉少。但我看她白天老打瞌睡,肯定睡不够。"

Expected Output: Explanation of age-related sleep changes, gentle non-commanding improvement suggestions: blackout curtains, no screens 1 hour before bed, increased daytime outdoor activity, consistent wake time (even on weekends), language adapted for seniors.

Capability Boundaries

What This Skill Does

Area Description
Sleep Behavior Improvement Non-pharmacological intervention based on CBT-I, sleep hygiene, and behavior design
Sleep Quality Assessment Standardized assessment using simplified PSQI + MCTQ
Schedule Optimization Gradual schedule adjustment, bedtime ritual design, daytime behavior guidance
Sleep Aid Recommendations Evidence-graded product recommendations (white noise, eye mask, weighted blanket, etc.)
Special Circumstance Protocols Shift work, jet lag, pre-exam, new parent customized plans
Referral Guidance Red flag detection for medical referral (sleep apnea, RLS, severe mental health issues)

What This Skill Does NOT Do

Not Provided Alternative
❌ Medical diagnosis Sleep quality assessment only (non-clinical), clearly labeled "not medical advice"
❌ Prescription drug recommendations Explicit "consult your doctor" for any medication; OTC aids marked "short-term use"
❌ Infant sleep training Not within scope (pediatric/child psychology domain)
❌ Treatment for severe mental health conditions Referral to psychiatrist/counselor for severe depression/anxiety
❌ Replacement for professional sleep study Clear referral recommendation when symptoms match sleep apnea or other sleep disorders

Health & Legal Disclaimer

⚠️ Disclaimer: This skill provides sleep behavior improvement suggestions based on Cognitive Behavioral Therapy for Insomnia (CBT-I) and sleep science. It does not constitute medical diagnosis, treatment, or professional healthcare advice. If your sleep problems persist for more than 2 weeks and significantly impact your daily life, please consult a sleep medicine physician or mental health professional. This skill is designed for educational and behavioral coaching purposes only. Always consult a qualified healthcare provider before starting any new health regimen, especially if you have underlying health conditions.