Clinical Exercise Prescription Generator
Generate evidence-based exercise prescriptions with safety screening
What You Can Do
This skill creates individualized, evidence-based therapeutic exercise prescriptions tailored to specific patient populations and clinical conditions. You provide patient demographics, medical history, and clinical goals, and receive comprehensive prescriptions that include exercise selection, dosage parameters, safety considerations, and contraindication analysis. Each prescription integrates validated screening protocols to identify risk factors and ensure exercise recommendations align with clinical best practices.
Features
Access curated exercise recommendations grounded in clinical research for specific diagnoses, populations, and functional limitations.
Automatically apply validated pre-exercise screening questionnaires (PAR-Q+, ACSM criteria) to identify absolute and relative contraindications.
Cross-reference patient medical history, medications, and comorbidities against exercise safety databases to flag potential risks.
Generate specific intensity, duration, frequency, and progression protocols based on patient capacity and clinical condition.
Classify patients into risk categories (low, moderate, high) with corresponding supervision and monitoring recommendations.
Produce clear, illustrated exercise instruction sheets with form cues and safety warnings suitable for patient education.
Include pre- and post-intervention assessment protocols with functional capacity tests and outcome metrics aligned to clinical goals.
Example Output
Example 1: Post-MI Cardiac Rehab Prescription
Patient Profile: 62-year-old male, 4 weeks post-anterior MI, LVEF 40%, no angina at rest
Phase 2 Prescription:
- Warm-up: 5 min light walking at 40% HR reserve
- Main: Interval walking (2 min easy, 1 min moderate) x4 cycles, 20 min total
- Cool-down: 5 min easy pace with stretching
- Frequency: 3x per week supervised, 1x per week home-based
- Progression: Increase work intervals by 10% HR reserve per week
- Contraindications flagged: AVOID isometric exercises, Valsalva maneuver, high upper body resistance
- Monitoring: Track rate-pressure product, dyspnea scale (RPE 11-13/20), ensure no ischemic symptoms
Example 2: Fall Risk Reduction (Elderly with Osteoporosis)
Patient Profile: 78-year-old female, T-score -2.8, previous fall, on bisphosphonate therapy
Prescription:
- Balance training: Tandem stance, single-leg work, perturbation training (15 min, 3x/week)
- Resistance: Bodyweight and elastic bands, 2x per week (leg press analog, avoid spinal flexion-rotation)
- Cardiovascular: Brisk walking 30 min, 5x per week
- Flexibility: Daily hip and ankle mobility work
- Contraindications: AVOID plyometrics, combined flexion-rotation movements, high-impact activities
- Assessment: Timed Up and Go test, Berg Balance Scale, reassess quarterly for progression
What's Included
- Pre-exercise screening templates: Ready-to-use questionnaires (PAR-Q+, ACSM risk stratification, condition-specific screening) to document baseline safety assessment.
- Exercise prescription framework: Structured format covering FITT parameters (frequency, intensity, time, type), progression algorithms, and modification strategies.
- Contraindication reference guide: Evidence-based database of absolute and relative contraindications mapped to common clinical conditions and medications.
- Risk stratification protocol: Validated classification system with supervision levels, monitoring parameters, and emergency response guidelines per risk category.
- Patient education materials: Printable handouts with exercise descriptions, safety precautions, symptom monitoring guidance, and progression milestones.
- Outcome assessment tools: Pre- and post-intervention evaluation protocols (6MWT, TUG, SPPB, condition-specific measures) to track clinical efficacy.
Who It's For
- Clinical exercise physiologists
- Physical therapists and rehabilitation specialists
- Cardiac and pulmonary rehabilitation coordinators
- Occupational therapists in clinical settings
- Sports medicine physicians and athletic trainers
Best For
- Post-cardiac event rehabilitation (MI, heart failure, arrhythmia)
- Post-orthopedic surgery conditioning (joint replacement, ACL repair)
- Chronic disease management (diabetes, COPD, osteoporosis)
- Fall risk reduction and balance training in older adults
- Pre-surgical prehabilitation and functional optimization
You might also like
Generate comprehensive injury assessments that analyze incident root causes, identify hazards, and quantify risk across your facility. Create detailed prevention protocols and return-to-work documentation that meet OSHA standards and occupational health regulations. Your plans integrate safety best practices with your specific workplace conditions to reduce incident rates and liability.
by pikkujs
Transform raw athlete metrics into actionable periodized training programs using evidence-based coaching frameworks. You can analyze performance data across multiple dimensions (strength, power, endurance, speed), identify patterns and performance gaps, generate customized training phases aligned with competition calendars, and provide data-driven performance feedback with specific recovery recommendations and injury risk assessments.
by pikkujs
Create structured return-to-play (RTP) protocols that incorporate evidence-based clinical frameworks, progressive loading stages, and objective outcome criteria. You'll generate injury-specific rehabilitation plans with clinical decision trees, risk stratification, and documentation templates that meet standard-of-care requirements. This accelerates protocol development from hours to minutes while ensuring consistency and clinical defensibility.
by pikkujs
You can create science-backed strength training programs tailored to your athletes' goals, experience levels, and sport demands. The skill uses periodization principles and evidence-based phase progression to build programs that optimize performance gains while minimizing injury risk. Each program includes detailed exercise selection, rep/set schemes, load calculations, and progressive overload strategies specific to your athlete's needs.
by pikkujs
You can systematically evaluate acute and chronic musculoskeletal injuries using validated clinical protocols and generate detailed, defensible documentation that meets professional standards. Claude structures your examination findings, produces rehabilitation recommendations grounded in current evidence, and organizes complex injury data into clear reports suitable for medical records and insurance submission.
by pikkujs
You can conduct comprehensive assessments of team cohesion, identify specific dysfunctional group processes like poor communication or misaligned goals, and receive tailored intervention strategies grounded in organizational psychology research. The skill generates actionable recommendations that strengthen psychological safety, improve collaboration, and boost overall team performance.
by pikkujsCreate comprehensive mental performance interventions and psychological training programs tailored to individual athletes, teams, and sports contexts. You can assess athlete psychological profiles, design evidence-based mental skills training, develop sport-specific intervention strategies, and establish progress monitoring frameworks to enhance athletic performance through mental conditioning.
by pikkujsYou can create comprehensive clinical assessment protocols, standardized documentation templates, and regulatory-compliant procedures tailored to your specialty or department. This skill automates the development of clinical forms, assessment checklists, and protocol workflows that ensure consistent, evidence-based practice across your organization.
by pikkujs