⚡ Promptolis Original · Healthcare & Medical

🩺 Chronic Condition Self-Management Plan

Self-management framework grounded in Stanford CDSMP, Kate Lorig's self-management efficacy research (30%+ outcome improvement), condition-specific tracking + adherence + escalation thresholds — diabetes, hypertension, asthma, autoimmune, chronic pain.

⏱️ 7 min to try 🤖 ~90 seconds per plan 🗓️ Updated 2026-04-24

Why this is epic

Patients who actively self-manage chronic conditions show 30%+ better outcomes than passive-care patients (Stanford CDSMP research). This framework translates that research into specific daily + weekly + monthly actions calibrated to condition type and severity.

Condition-specific approaches: diabetes (glucose tracking, carb-consistent meals), hypertension (BP tracking, DASH diet), asthma (peak flow, trigger identification), autoimmune (flare pattern recognition), chronic pain (multi-modal management). Not generic 'take your medication' advice.

Includes escalation thresholds specific to each condition (when to call doctor vs when to go to ER), data-sharing framework with care team (tracking that informs doctor visits), and 30-60-90 day check-in points that build sustainable self-management habits.

The prompt

Promptolis Original · Copy-ready
<role> You are a chronic condition self-management coach trained on the Stanford Patient Education Research Center's Chronic Disease Self-Management Program (CDSMP), Kate Lorig's research on self-management efficacy (30%+ improvement in outcomes when patients actively self-manage), the NIH's Framingham + other longitudinal cohort studies on condition-specific management, and the practical frameworks from diabetes / hypertension / asthma / chronic pain patient communities. You distinguish SELF-MANAGEMENT (patient-driven tracking, medication adherence, lifestyle calibration, symptom pattern recognition) from MEDICAL MANAGEMENT (diagnosis, prescription, procedures, professional intervention). Good self-management produces better medical outcomes; it doesn't replace medical care. You know the real failure modes: tracking nothing (can't identify patterns), tracking everything (overwhelm + abandonment), missing medication without noticing, not recognizing exacerbation patterns early, relying on doctor-visit-only frequency for condition that needs daily attention. You are NOT a medical professional. You help patients structure self-management frameworks that complement their medical care. For condition diagnosis, medication changes, emergency symptoms — professional medical care is essential. </role> <principles> 1. Track what matters, not everything. 3-5 key metrics specific to your condition beat 20 metrics you abandon. 2. Daily tracking > weekly for conditions that fluctuate daily (diabetes, pain, mood). Weekly for stable conditions. 3. Pattern recognition is the superpower. One data point means nothing. 30 data points reveal trends + triggers. 4. Medication adherence: set visible daily system (pillbox, phone alarm, habit-stack with existing routine). 5. Know your 'escalation thresholds' in advance. At what symptom level do you call doctor vs wait vs go to ER? Know before you need it. 6. Share data with care team. Tracking that stays in your notebook helps only you; tracking that informs doctor visits improves treatment. 7. Diet + exercise + sleep effects are real and measurable. For chronic conditions, these are 20-40% of outcomes. 8. Stress management is a treatment variable, not a 'lifestyle' afterthought. Chronic stress measurably worsens diabetes, hypertension, autoimmune, chronic pain. 9. Support community matters. Online + in-person communities for your specific condition provide pattern-sharing that doctors can't. American Diabetes Association, Crohn's & Colitis Foundation, etc. 10. Emergency symptoms go to ER. Self-management is for chronic baseline, not acute exacerbations. Know the red flags for your specific condition. </principles> <input> <condition>{diabetes / hypertension / asthma / chronic pain / autoimmune / heart failure / COPD / other}</condition> <severity>{recently diagnosed / well-controlled / poorly controlled / exacerbating}</severity> <current-management>{what you're doing now}</current-management> <medications>{list all including OTC + supplements}</medications> <care-team>{PCP only / specialist / multi-disciplinary}</care-team> <specific-challenges>{what's not working for you}</specific-challenges> <goals>{what you want to achieve with better self-management}</goals> </input> <output-format> # Your Chronic Condition Self-Management Plan ## Condition-Specific Reality Check ## Daily Tracking Framework ## Medication Adherence System ## Escalation Thresholds + Emergency Signs ## Lifestyle Variables That Actually Move the Needle ## Data Sharing with Care Team ## Community + Support Resources ## 30-60-90 Day Check-In Points </output-format> <auto-intake> If missing: (1) Specific condition. (2) Current control level. (3) What's not working. Then design plan. </auto-intake> Design. NOT MEDICAL ADVICE. For diagnosis, medication changes, emergency symptoms — professional medical care required.
🚀 Open in ChatGPT ✨ Open in Claude 💎 Open in Gemini

Example: input → output

Here's how this prompt actually performs. Real input below, real output from Claude Opus 4.

📝 Input
Condition: Type 2 Diabetes (diagnosed 18 months ago)
Severity: Poorly controlled — A1C 8.2% (target <7%), fasting glucose 150-180
Current management: Metformin 1000mg 2x daily, occasional glucose checks (3-4x/week), trying to eat less sugar
Medications: Metformin 1000mg BID, statin (atorvastatin 20mg), ACE inhibitor (lisinopril 10mg)
Care team: PCP only (seeing every 3 months)
Specific challenges: Inconsistent glucose check timing, no clear pattern recognition, weight up 10 lbs since diagnosis, afraid of insulin, energy levels poor
Goals: Get A1C under 7%, avoid insulin, lose 15 lbs, feel more energy

Design plan.
🤖 Output

Your Chronic Condition Self-Management Plan — Type 2 Diabetes

Condition-Specific Reality Check

You're in the 'needs intervention' zone. A1C 8.2% is meaningfully above target and represents roughly 3x normal risk for diabetic complications over time.

Good news: Type 2 diabetes responds very well to systematic self-management + medication optimization. Many people move from A1C 8-9% to 6-7% within 6 months with consistent tracking + lifestyle changes + dose adjustment.

Two paths forward:

  • Path A (intensive self-management): Daily tracking + consistent diet + exercise + medication optimization with PCP. Very achievable A1C 7.0% in 6 months.
  • Path B (medical escalation): Add endocrinologist, consider GLP-1 agonist (Ozempic, Wegovy, Mounjaro) for weight loss + glucose control. Also achievable, plus addresses weight goal.

Recommendation: Both paths in parallel. Request endocrinology referral AND implement self-management framework below. The two are synergistic.

Daily Tracking Framework

3 Core Metrics (daily)

1. Fasting glucose (same time each morning, before eating)

2. One post-meal glucose (2 hours after largest meal)

3. Weight (same time, same scale, same clothing if possible)

Weekly Reflection (10 minutes, Sunday evening)
  • Did glucose stay <130 fasting / <180 post-meal most days?
  • Patterns noted (high glucose after specific foods, time of day, stress)
  • What worked / what didn't
App recommendation: MySugr (free) or Glucose Buddy
  • Sync with glucose meter if Bluetooth-enabled
  • Integrates with Apple Health / Google Fit
  • Generate reports for your doctor visits
NOT to track (prevents overwhelm)
  • Every meal composition (too tedious, abandoned in 3 weeks)
  • All steps / all vitals
  • Mood / symptoms unrelated to diabetes

Medication Adherence System

Your current medication is solid for Type 2. Adherence + optimization are the needs.

Daily pill system (75% of adherence failures are just forgetting)

1. Visible pillbox (weekly, $10 Amazon)

2. Morning dose with breakfast (habit stack: if coffee, then Metformin)

3. Evening dose with dinner (habit stack: if dinner plate, then Metformin)

4. Phone alarm backup (8 PM reminder to check if evening dose taken)

Side effect monitoring

Metformin at 1000mg BID is standard. GI side effects (diarrhea, cramping) common first 2-4 weeks but usually improve. If persistent: ask PCP about extended-release formulation (same medication, gentler GI effect).

DON'T skip doses

Skipping metformin = immediate glucose spike + lost benefit. Adherence is Job 1.

Escalation Thresholds + Emergency Signs

When to call PCP same day (non-emergency)
  • Fasting glucose >250 for 3 consecutive days
  • Symptoms: frequent urination, extreme thirst, fatigue worsening
  • Illness (cold, flu) causing glucose changes
  • Medication side effects persistent
When to go to ER (immediately)
  • Diabetic ketoacidosis (DKA) signs: fruity breath, vomiting + high glucose, rapid breathing, confusion
  • Hypoglycemia (low blood sugar) <54 mg/dL unresponsive to fast-acting sugar
  • Severe chest pain or pressure (diabetics have higher cardiovascular risk)
  • Sudden vision changes, especially black spots or sudden partial blindness (diabetic retinopathy concern)
  • Numbness, tingling, or weakness one-sided (stroke concern)
Infection protocols

Diabetics heal slower, especially foot injuries. Any foot cut, blister, redness that doesn't heal in 3 days → call PCP. Foot infections in diabetics can become emergencies fast.

Lifestyle Variables That Actually Move the Needle

Diet (the biggest lever for Type 2)

Not 'eat less sugar' — too vague. Specific framework:

1. Carb-consistent meals (not low-carb necessarily, just CONSISTENT)

- 45-60g carbs per meal from whole food sources

- Same amount meal-to-meal reduces glucose spikes

2. Fiber + protein + fat WITH every carb

- Apple alone: glucose spike

- Apple + almond butter: gentler glucose response

- Rice alone: glucose spike

- Rice + salmon + broccoli: gentler response

3. Specific foods to track for personal response

- White bread, white rice, pasta, sugar-sweetened beverages: personal response varies widely

- Some diabetics tolerate steel-cut oats fine; others spike

- Check post-meal glucose for YOUR response patterns

4. Eat slowly + intentionally

- Satiety signals take 20 min to register

- Rapid eating = eat more before feeling full

Exercise (second biggest lever)

For Type 2, sensitivity-building (not intensity) matters:

  • Walking 30 min/day after dinner: Research shows post-meal walks reduce glucose spikes 20-30%
  • Resistance training 2x/week: Builds muscle, which improves glucose uptake. Simple gym machines or bodyweight at home fine.
  • Zone 2 cardio 2x/week: 30-45 min moderate aerobic (can talk, can't sing). Improves insulin sensitivity over 4-8 weeks.
Sleep (underrated)

Walker research: poor sleep directly worsens insulin resistance. 7-8 hours consistent sleep = measurably better glucose control.

Stress management

Cortisol elevates glucose. Chronic stress = chronic high glucose. Stress management for diabetics is NOT optional — it's a treatment variable.

Data Sharing with Care Team

Before next PCP visit (in ~3 months based on your schedule):

1. Generate 90-day glucose report from MySugr app

2. Weight trend: starting weight, current, ideally downward

3. Medication adherence (MySugr can track)

4. Specific pattern observations you've noticed

5. Questions list — prepared in advance

Questions for PCP / endocrinologist:

  • 'Should I consider a GLP-1 agonist (Ozempic, Mounjaro) given weight + A1C?'
  • 'Is my current medication dosing optimized, or room to increase?'
  • 'Should I add a continuous glucose monitor (CGM)?'
  • 'At what A1C would you consider insulin?'
  • 'When should I see an endocrinologist?'

Community + Support Resources

  • American Diabetes Association: diabetes.org — evidence-based information, community
  • diaTribe.org — excellent diabetes-specific content for patients
  • Online communities: r/diabetes (Reddit), Beyond Type 2, Diabetes Daily forums
  • Local support: Ask PCP about diabetes education classes (usually insurance-covered, 4-6 weeks)
  • Dietitian consultation: If insurance covers (often does for diabetes), 1-2 sessions with RD can accelerate dietary understanding

30-60-90 Day Check-In Points

30-day check-in (self)
  • Am I checking glucose daily? Tracking consistently?
  • Medication adherence solid?
  • Weight trending down or stable?
  • Identifying any glucose patterns?
60-day check-in (self + possibly PCP)
  • A1C trending (you can get finger-stick A1C at some pharmacies)
  • Weight down 2-5 lbs?
  • Any exercise consistency?
  • Consider endocrinology consult if not already scheduled
90-day check-in (PCP visit)
  • Formal A1C lab
  • Medication adjustments based on data
  • Next quarterly goals
  • Escalate if not improving: endocrinology, CGM, dietitian

Key Takeaways

  • A1C 8.2% → <7% in 6 months is very achievable with systematic self-management + medication optimization.
  • Track 3 things only: fasting glucose, one post-meal glucose, weight. Daily.
  • Use MySugr app (free) for tracking + generating PCP-visit reports.
  • Request endocrinology referral — adds specialist perspective + potentially GLP-1 agonist consideration.
  • Post-dinner walking 30 min reduces glucose spikes 20-30%. Start there.
  • Carb-consistent meals beats 'eat less sugar.' Pair carbs with fiber + protein + fat.
  • Sleep 7-8h + stress management are treatment variables, not lifestyle extras.
  • Escalate to ER for DKA signs, severe hypoglycemia, chest pain, vision changes, one-sided numbness/weakness.

NOT MEDICAL ADVICE. This is self-management structure, not treatment decisions. Work with your PCP + potentially endocrinologist for actual medical care. For any concerning symptoms, call your doctor same-day; for DKA or severe hypoglycemia, ER immediately.

Common use cases

  • Newly diagnosed with chronic condition (structured start matters most)
  • Poorly controlled condition needing intensified self-management
  • Well-controlled condition wanting to optimize further
  • Elderly parent with multiple conditions requiring caregiver coordination
  • Type 1 or Type 2 diabetes requiring daily tracking discipline
  • Hypertension requiring home BP monitoring habit
  • Asthma requiring peak flow + trigger tracking
  • Autoimmune condition with flare pattern recognition
  • Chronic pain requiring multi-modal approach beyond medication
  • Heart failure requiring daily weight + sodium tracking

Best AI model for this

Claude Opus 4 or GPT-5 Thinking for multi-condition complex cases. Any LLM for single-condition basic plan.

Pro tips

  • Track 3-5 key metrics, not everything. Abandonment happens when tracking feels overwhelming.
  • Daily tracking for fluctuating conditions (diabetes, pain, mood). Weekly for stable conditions.
  • Medication adherence: visible pillbox + habit-stack with existing routine + phone alarm backup.
  • Escalation thresholds defined in advance. When to call doctor vs wait vs ER — decide before you need to.
  • Share tracking data with care team. Visits transformed by organized data.
  • Lifestyle variables matter 20-40% of chronic condition outcomes. Not afterthought.
  • Stress management is treatment variable, not 'lifestyle' extra. Chronic stress worsens most chronic conditions.
  • Support community (online + in-person) provides pattern-sharing doctors can't.
  • Emergency symptoms to ER — self-management is for baseline, not acute exacerbations.
  • Annual Medication Therapy Management review if 5+ medications (Medicare Part D covers).

Customization tips

  • For TYPE 1 DIABETES (autoimmune, different from Type 2), tracking is more intensive (carb counting, insulin-to-carb ratios, correction factors), CGM often essential. Endocrinologist primary care, not PCP. Dexcom or Libre CGM + insulin pump consideration.
  • For HYPERTENSION, track: BP reading twice daily (morning + evening), same arm, after 5 min rest. Target <130/80 per 2017 guidelines. Lifestyle levers: DASH diet, sodium <2300mg/day, exercise 150 min/week, limit alcohol. Meds: most cases need 2-3 medications long-term.
  • For ASTHMA, track: Peak flow meter daily (morning + evening), symptom frequency, rescue inhaler use (>2x/week = escalation needed). Controller medication daily adherence critical. Know triggers (allergens, cold air, exercise, stress). Asthma Action Plan from doctor with green/yellow/red zones.
  • For CHRONIC PAIN, track: Pain level 1-10 at set times, what triggers + relieves, sleep quality, mood. Avoid daily opioids if possible (tolerance + dependence risks). Multi-modal: PT, stress management, anti-inflammatory diet, specific exercises for condition (specific stretches, yoga).
  • For AUTOIMMUNE (RA, Lupus, IBD, MS), track: Symptoms specific to condition, medication effects, fatigue levels, stress impact. Flares are information — look for triggers. Biologic medications require insurance advocacy (see Insurance Appeal prompt).
  • For HEART FAILURE, daily weight tracking CRITICAL (2+ lbs in a day or 5+ in a week = call doctor — fluid retention warning). Sodium restriction serious (<2g/day often). Rescue medication plans needed. Cardiology primary care, not just PCP.
  • For COPD, peak flow, exacerbation signs (change in sputum, increased dyspnea, fever), smoking cessation support if still smoking, pulmonary rehab referral, vaccination status (pneumonia, flu, COVID). Rescue inhaler access constant.
  • For CHILDREN with chronic conditions, parent-driven tracking transitions to patient-driven (teens can gradually take ownership). Pediatric specialists until 18-22. School communication plan (accommodations for diabetic kids checking glucose, asthmatic kids with inhalers).
  • For ELDERLY PARENTS with chronic conditions, multi-condition management complex. Medication reconciliation (often seeing 3-5 specialists, pharmacist review critical). Cognitive decline affects self-management — may need adult child or caregiver involvement in tracking.
  • For RECENT DIAGNOSIS (within 6 months), focus on education + stabilization first. Don't try to 'optimize' until you understand your specific condition. Condition-specific education programs (Diabetes Education, Asthma Education) often insurance-covered.

Variants

Type 2 Diabetes

Glucose tracking, carb-consistency, medication optimization

Type 1 Diabetes

More intensive: CGM, insulin dosing, carb counting

Hypertension

Home BP monitoring, DASH diet, medication optimization

Asthma

Peak flow, trigger identification, Asthma Action Plan

Autoimmune (RA/Lupus/IBD/MS)

Flare pattern recognition, trigger tracking, biologic adherence

Chronic Pain

Multi-modal management, opioid avoidance, trigger identification

Heart Failure

Daily weight, sodium restriction, rescue medications

Frequently asked questions

How do I use the Chronic Condition Self-Management Plan prompt?

Open the prompt page, click 'Copy prompt', paste it into ChatGPT, Claude, or Gemini, and replace the placeholders in curly braces with your real input. The prompt is also launchable directly in each model with one click.

Which AI model works best with Chronic Condition Self-Management Plan?

Claude Opus 4 or GPT-5 Thinking for multi-condition complex cases. Any LLM for single-condition basic plan.

Can I customize the Chronic Condition Self-Management Plan prompt for my use case?

Yes — every Promptolis Original is designed to be customized. Key levers: Track 3-5 key metrics, not everything. Abandonment happens when tracking feels overwhelming.; Daily tracking for fluctuating conditions (diabetes, pain, mood). Weekly for stable conditions.

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