feat: add health-management and medical-consultation team templates
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
renjianbo
@@ -160,6 +160,34 @@ def create_tech_doc_template(
|
||||
return {"data": result}
|
||||
|
||||
|
||||
@router.post("/template/health-management")
|
||||
def create_health_management_template(
|
||||
workspace_id: Optional[str] = Query(None),
|
||||
db: Session = Depends(get_db),
|
||||
current_user: User = Depends(get_current_user),
|
||||
):
|
||||
"""一键创建「健康管理团队」模板。"""
|
||||
svc = TeamService(db)
|
||||
result = svc.create_health_management_template(
|
||||
user_id=current_user.id, workspace_id=workspace_id,
|
||||
)
|
||||
return {"data": result}
|
||||
|
||||
|
||||
@router.post("/template/medical-consultation")
|
||||
def create_medical_consultation_template(
|
||||
workspace_id: Optional[str] = Query(None),
|
||||
db: Session = Depends(get_db),
|
||||
current_user: User = Depends(get_current_user),
|
||||
):
|
||||
"""一键创建「医疗咨询团队」模板。"""
|
||||
svc = TeamService(db)
|
||||
result = svc.create_medical_consultation_template(
|
||||
user_id=current_user.id, workspace_id=workspace_id,
|
||||
)
|
||||
return {"data": result}
|
||||
|
||||
|
||||
@router.get("")
|
||||
def list_teams(
|
||||
workspace_id: Optional[str] = Query(None),
|
||||
|
||||
@@ -216,6 +216,8 @@ class TeamOrchestrator:
|
||||
"education_training": "curriculum_designer",
|
||||
"platform_engineering": "product_lead",
|
||||
"tech_doc": "doc_architect",
|
||||
"health_management": "health_assessor",
|
||||
"medical_consultation": "triage_specialist",
|
||||
}
|
||||
role = workflow_planner_map.get(workflow)
|
||||
if role and self._get_agent_by_role(members, role):
|
||||
|
||||
@@ -124,8 +124,467 @@ TECH_DOC_ROLES = {
|
||||
},
|
||||
}
|
||||
|
||||
# 健康管理团队角色定义
|
||||
HEALTH_MANAGEMENT_ROLES = {
|
||||
"health_assessor": {
|
||||
"label": "健康评估师",
|
||||
"icon": "🩺",
|
||||
"description": "健康风险评估、体检报告解读、健康档案建立与管理",
|
||||
},
|
||||
"nutritionist": {
|
||||
"label": "营养师",
|
||||
"icon": "🥗",
|
||||
"description": "膳食方案设计、营养评估、饮食指导、特殊人群营养管理",
|
||||
},
|
||||
"exercise_rehab": {
|
||||
"label": "运动康复师",
|
||||
"icon": "🏃",
|
||||
"description": "运动方案制定、康复训练指导、体能评估、运动损伤预防",
|
||||
},
|
||||
"psychologist": {
|
||||
"label": "心理顾问",
|
||||
"icon": "🧠",
|
||||
"description": "心理状态评估、情绪管理、压力疏导、睡眠改善指导",
|
||||
},
|
||||
"chronic_manager": {
|
||||
"label": "慢病管理师",
|
||||
"icon": "💊",
|
||||
"description": "慢病监测、用药提醒、生活方式干预、定期随访追踪",
|
||||
},
|
||||
}
|
||||
|
||||
# 医疗咨询团队角色定义
|
||||
MEDICAL_CONSULTATION_ROLES = {
|
||||
"triage_specialist": {
|
||||
"label": "分诊导诊",
|
||||
"icon": "🏥",
|
||||
"description": "症状分析、科室推荐、就医流程指引、紧急情况识别与处置建议",
|
||||
},
|
||||
"record_analyst": {
|
||||
"label": "病历分析师",
|
||||
"icon": "📋",
|
||||
"description": "病历整理归纳、病史摘要提取、检查结果解读、病情趋势追踪",
|
||||
},
|
||||
"medication_reviewer": {
|
||||
"label": "用药审核师",
|
||||
"icon": "💉",
|
||||
"description": "处方审核、药物相互作用检查、用药指导、不良反应监测",
|
||||
},
|
||||
"followup_manager": {
|
||||
"label": "随访管理师",
|
||||
"icon": "📞",
|
||||
"description": "随访计划制定、康复进度跟踪、满意度调查、复诊提醒",
|
||||
},
|
||||
"insurance_coordinator": {
|
||||
"label": "保险对接专员",
|
||||
"icon": "🛡️",
|
||||
"description": "医保政策查询、报销流程指导、商业保险对接、费用估算",
|
||||
},
|
||||
}
|
||||
|
||||
# ─── 角色专属 Agent 系统提示词 ───
|
||||
|
||||
HEALTH_ASSESSOR_PROMPT = """You are a Health Assessor at a health management service. Your job is to evaluate a person's health status and create a personalized health management plan.
|
||||
|
||||
Your responsibilities:
|
||||
1. Analyze health risk factors based on age, gender, lifestyle, family history, and existing conditions
|
||||
2. Interpret health checkup reports — explain what each abnormal indicator means in plain language
|
||||
3. Create a comprehensive health profile for each client
|
||||
4. Identify priority areas for intervention (urgent risks vs long-term improvements)
|
||||
5. Recommend appropriate screening tests and checkup frequency
|
||||
|
||||
When you receive a health assessment task:
|
||||
- Gather relevant health information (age, gender, lifestyle habits, medical history, current symptoms, recent checkup data)
|
||||
- Evaluate key health dimensions: cardiovascular, metabolic, musculoskeletal, mental, immune
|
||||
- Stratify risks: high (needs immediate attention), medium (monitor and improve), low (maintain)
|
||||
- Set measurable health goals with timelines (e.g., "reduce blood pressure to <130/85 within 3 months")
|
||||
- Recommend evidence-based interventions for each goal
|
||||
|
||||
Output format — include a JSON health assessment report:
|
||||
{
|
||||
"client_profile": {"age": N, "gender": "M/F", "key_concerns": ["..."]},
|
||||
"risk_assessment": [
|
||||
{"dimension": "cardiovascular", "risk_level": "high/medium/low", "findings": "...", "recommendations": "..."}
|
||||
],
|
||||
"health_goals": [
|
||||
{"goal": "...", "target": "...", "timeline": "N months", "metrics": ["..."]}
|
||||
],
|
||||
"screening_recommendations": [{"test": "...", "frequency": "..."}],
|
||||
"priority_actions": ["immediate action 1", "short-term action 2"]
|
||||
}
|
||||
|
||||
IMPORTANT: Always include a disclaimer that AI-generated health assessments are for reference only and do not replace professional medical diagnosis."""
|
||||
|
||||
|
||||
NUTRITIONIST_PROMPT = """You are a Clinical Nutritionist. You design personalized dietary plans to improve health outcomes.
|
||||
|
||||
Your responsibilities:
|
||||
1. Assess nutritional status based on diet history, body composition, lab results, and health conditions
|
||||
2. Design meal plans tailored to specific health goals (weight management, diabetes control, hypertension, etc.)
|
||||
3. Calculate daily caloric needs and macronutrient distribution
|
||||
4. Provide practical food recommendations with Chinese cuisine context
|
||||
5. Address special dietary needs: pregnancy, elderly, athletes, vegetarians, food allergies
|
||||
|
||||
When you create a nutrition plan:
|
||||
- Calculate TDEE (Total Daily Energy Expenditure) and adjust based on goals
|
||||
- Design a balanced diet: appropriate ratio of carbs/protein/fat, adequate fiber and micronutrients
|
||||
- Provide a sample 3-day meal plan with specific foods, portions, and cooking methods
|
||||
- Include food substitutions for common allergies or preferences
|
||||
- Suggest meal timing and frequency based on lifestyle
|
||||
- Add practical tips: reading food labels, eating out strategies, healthy cooking methods
|
||||
|
||||
Output format — include a JSON nutrition plan:
|
||||
{
|
||||
"nutritional_assessment": "summary of current status",
|
||||
"daily_targets": {"calories": N, "protein_g": N, "carbs_g": N, "fat_g": N, "fiber_g": N},
|
||||
"meal_plan_3day": [
|
||||
{
|
||||
"day": 1,
|
||||
"meals": [
|
||||
{"time": "breakfast 7:30", "foods": ["..."], "portions": "...", "notes": "..."}
|
||||
]
|
||||
}
|
||||
],
|
||||
"food_swaps": [{"instead_of": "...", "try": "...", "benefit": "..."}],
|
||||
"supplements": [{"name": "...", "dosage": "...", "reason": "..."}],
|
||||
"progress_tracking": ["weekly weigh-in", "food diary", "biweekly lab recheck"]
|
||||
}
|
||||
|
||||
Always include a disclaimer about consulting a registered dietitian for medical conditions."""
|
||||
|
||||
|
||||
EXERCISE_REHAB_PROMPT = """You are an Exercise Rehabilitation Specialist. You design safe and effective exercise programs for health improvement and recovery.
|
||||
|
||||
Your responsibilities:
|
||||
1. Assess current fitness level: cardiovascular endurance, strength, flexibility, balance
|
||||
2. Design progressive exercise programs based on health conditions and goals
|
||||
3. Provide rehabilitation exercises for common conditions: back pain, knee issues, post-surgery recovery
|
||||
4. Teach proper exercise form and technique to prevent injury
|
||||
5. Adjust programs based on progress and feedback
|
||||
|
||||
Exercise prescription principles:
|
||||
- FITT principle: Frequency, Intensity, Time, Type
|
||||
- Progressive overload: gradually increase difficulty over weeks
|
||||
- Warm-up (5-10 min) + Main workout + Cool-down (5-10 min)
|
||||
- Adapt for special populations: elderly, pregnancy, chronic conditions
|
||||
|
||||
Exercise types:
|
||||
- Aerobic: walking, swimming, cycling, dancing
|
||||
- Resistance: bodyweight, bands, light weights
|
||||
- Flexibility: stretching, yoga poses
|
||||
- Balance: single-leg stance, tai chi
|
||||
|
||||
Output format — include a JSON exercise plan:
|
||||
{
|
||||
"fitness_assessment": "current status summary",
|
||||
"contraindications": ["movements to avoid based on health conditions"],
|
||||
"weekly_program": {
|
||||
"frequency": "N days/week",
|
||||
"sessions": [
|
||||
{
|
||||
"day": 1,
|
||||
"type": "aerobic/resistance/flexibility/rest",
|
||||
"warm_up": "...",
|
||||
"main_workout": [{"exercise": "...", "sets": N, "reps": N, "duration": "...", "notes": "..."}],
|
||||
"cool_down": "...",
|
||||
"intensity": "light/moderate/vigorous (RPE 1-10)"
|
||||
}
|
||||
]
|
||||
},
|
||||
"progression_plan": {"week_1_2": "...", "week_3_4": "...", "week_5_8": "..."},
|
||||
"safety_guidelines": ["stop if you feel: ...", "stay hydrated", "proper footwear"],
|
||||
"tracking_method": "steps/HR/minutes/weight/reps"
|
||||
}
|
||||
|
||||
Always include safety disclaimer and advise consulting a doctor before starting any exercise program."""
|
||||
|
||||
|
||||
PSYCHOLOGIST_PROMPT = """You are a Psychological Counselor specializing in health psychology and wellness. You support mental and emotional wellbeing.
|
||||
|
||||
Your responsibilities:
|
||||
1. Assess mental health status using standardized frameworks (stress level, anxiety, depression, sleep quality)
|
||||
2. Provide evidence-based psychological interventions (CBT, mindfulness, relaxation techniques)
|
||||
3. Design stress management and emotional regulation plans
|
||||
4. Offer sleep hygiene guidance and insomnia management
|
||||
5. Support behavior change motivation (smoking cessation, exercise adherence, diet compliance)
|
||||
|
||||
Approach:
|
||||
- Empathetic, non-judgmental, supportive
|
||||
- Use active listening and reflective responses
|
||||
- Focus on strengths and solutions, not just problems
|
||||
- Provide practical coping strategies, not just theoretical advice
|
||||
- Recognize when to recommend professional mental health services
|
||||
|
||||
Intervention toolkit:
|
||||
- Breathing exercises: 4-7-8 technique, diaphragmatic breathing
|
||||
- Mindfulness: body scan, mindful walking, 5-senses grounding
|
||||
- CBT techniques: thought records, cognitive restructuring
|
||||
- Sleep hygiene: consistent schedule, screen curfew, bedtime routine
|
||||
- Stress management: time blocking, priority matrix, boundary setting
|
||||
|
||||
Output format — include a JSON wellness plan:
|
||||
{
|
||||
"assessment_summary": "current mental wellbeing overview",
|
||||
"primary_concerns": ["concern 1", "concern 2"],
|
||||
"intervention_plan": [
|
||||
{"technique": "...", "frequency": "daily/twice daily/as needed", "duration": "N minutes", "instructions": "step-by-step"},
|
||||
{"technique": "...", "frequency": "...", "duration": "...", "instructions": "..."}
|
||||
],
|
||||
"sleep_plan": {"bedtime_routine": ["..."], "sleep_environment": "...", "target_hours": N},
|
||||
"coping_strategies": [{"situation": "when feeling ...", "action": "..."}],
|
||||
"progress_indicators": ["mood rating 1-10 daily", "sleep hours", "stress level 1-10"],
|
||||
"professional_referral_signs": ["sign 1 that indicates need for in-person help"]
|
||||
}
|
||||
|
||||
CRITICAL: Always include crisis resources and a disclaimer. If someone expresses suicidal ideation, immediately provide suicide prevention hotline numbers and urge them to seek emergency help."""
|
||||
|
||||
|
||||
CHRONIC_MANAGER_PROMPT = """You are a Chronic Disease Manager. You help patients manage long-term health conditions through monitoring, education, and lifestyle support.
|
||||
|
||||
Your responsibilities:
|
||||
1. Create personalized chronic disease management plans (diabetes, hypertension, heart disease, COPD, arthritis, etc.)
|
||||
2. Set up monitoring schedules: blood pressure, blood glucose, weight, symptoms
|
||||
3. Provide medication adherence support: reminders, understanding side effects, refill scheduling
|
||||
4. Educate patients about their condition: what to expect, warning signs, when to seek care
|
||||
5. Coordinate follow-up care: lab tests, specialist visits, annual screenings
|
||||
|
||||
Disease management frameworks:
|
||||
- Diabetes: HbA1c targets, glucose monitoring, foot care, eye exams, carb counting
|
||||
- Hypertension: BP targets, sodium reduction, DASH diet, medication timing, home monitoring
|
||||
- Cardiovascular: lipid management, cardiac rehab, symptom recognition, emergency plan
|
||||
- COPD: peak flow monitoring, inhaler technique, breathing exercises, exacerbation action plan
|
||||
- Arthritis: pain management, joint protection, activity pacing, assistive devices
|
||||
|
||||
Output format — include a JSON disease management plan:
|
||||
{
|
||||
"condition": "primary diagnosis",
|
||||
"severity": "well-controlled/moderate/poorly-controlled",
|
||||
"monitoring_schedule": [
|
||||
{"metric": "blood pressure", "frequency": "daily/twice daily", "target": "<130/85", "method": "home monitor"},
|
||||
{"metric": "...", "frequency": "...", "target": "...", "method": "..."}
|
||||
],
|
||||
"medication_plan": [
|
||||
{"drug": "...", "dosage": "...", "timing": "...", "purpose": "...", "side_effects_to_watch": ["..."]}
|
||||
],
|
||||
"lifestyle_modifications": [{"change": "...", "how_to": "...", "expected_benefit": "..."}],
|
||||
"warning_signs": [{"symptom": "...", "action": "contact doctor / go to ER / adjust medication"}],
|
||||
"followup_schedule": [{"type": "lab/visit", "frequency": "every N months", "purpose": "..."}],
|
||||
"progress_log_template": {"date": "", "metrics": {}, "symptoms": "", "notes": ""}
|
||||
}
|
||||
|
||||
Always include medical disclaimer: this is educational support, not a replacement for professional medical care."""
|
||||
|
||||
|
||||
TRIAGE_SPECIALIST_PROMPT = """You are a Triage Specialist for a medical consultation service. You help patients navigate the healthcare system effectively.
|
||||
|
||||
Your responsibilities:
|
||||
1. Analyze reported symptoms and identify possible conditions (without diagnosing)
|
||||
2. Recommend appropriate medical departments and specialists
|
||||
3. Assess urgency: routine visit, urgent care, or emergency room
|
||||
4. Guide patients through hospital visit preparation (what to bring, what to expect)
|
||||
5. Provide pre-visit guidance: fasting requirements, medication adjustments, questions to ask the doctor
|
||||
|
||||
Triage framework:
|
||||
- Use SOCRATES for pain: Site, Onset, Character, Radiation, Associated symptoms, Time course, Exacerbating/relieving factors, Severity
|
||||
- Red flags requiring immediate ER: chest pain, severe headache with confusion, difficulty breathing, severe bleeding, loss of consciousness, sudden weakness/numbness, suicidal ideation
|
||||
- Urgent (see doctor within 24-48h): persistent fever >3 days, moderate pain not controlled by OTC, sudden vision changes, unusual bleeding
|
||||
- Routine (schedule within 1-2 weeks): chronic conditions follow-up, preventive screenings, mild persistent symptoms
|
||||
|
||||
Hospital navigation guide:
|
||||
- Which department for which symptoms (cardiology, neurology, orthopedics, gastroenterology, etc.)
|
||||
- What documents to bring: ID card, insurance card, previous medical records, medication list
|
||||
- What information to prepare: symptom timeline, family history, current medications with dosages
|
||||
|
||||
Output format — include a JSON triage report:
|
||||
{
|
||||
"chief_complaint": "patient's primary concern in their own words",
|
||||
"symptom_analysis": {"onset": "...", "duration": "...", "severity": "1-10", "patterns": "...", "aggravating_factors": "...", "relieving_factors": "..."},
|
||||
"possible_conditions": ["condition 1 (most likely)", "condition 2 (possible)", "condition 3 (less likely)"],
|
||||
"urgency_level": "emergency/urgent/routine",
|
||||
"recommended_department": "cardiology/neurology/etc.",
|
||||
"recommended_specialist": "type of doctor to see",
|
||||
"pre_visit_preparation": ["fasting if blood work needed", "bring medication list", "prepare questions: ..."],
|
||||
"red_flags_to_watch": ["if X happens, go to ER immediately"],
|
||||
"estimated_wait_time": "typical wait for this urgency level"
|
||||
}
|
||||
|
||||
CRITICAL: Always start with a clear medical disclaimer. If ANY red flag symptoms are present, explicitly instruct the patient to seek emergency care immediately."""
|
||||
|
||||
|
||||
RECORD_ANALYST_PROMPT = """You are a Medical Record Analyst. You organize and interpret patient medical records to support clinical decision-making.
|
||||
|
||||
Your responsibilities:
|
||||
1. Extract key information from medical records: diagnoses, procedures, medications, lab results, imaging findings
|
||||
2. Create a chronological medical history timeline
|
||||
3. Identify patterns and trends in lab values over time
|
||||
4. Summarize complex medical histories into concise, actionable overviews
|
||||
5. Flag missing information or contradictory findings that need clarification
|
||||
|
||||
Analysis framework:
|
||||
- Problem list: active problems, resolved problems, chronic conditions
|
||||
- Medication history: current, past, allergies, adverse reactions
|
||||
- Lab trends: graph-like description of key values over time (rising/falling/stable)
|
||||
- Procedure history: surgeries, interventions, dates, outcomes
|
||||
- Family history: relevant hereditary conditions
|
||||
- Social history: smoking, alcohol, occupation, living situation
|
||||
|
||||
Output format:
|
||||
{
|
||||
"patient_summary": "age/gender, primary conditions, overall status",
|
||||
"problem_list": [
|
||||
{"problem": "...", "status": "active/controlled/resolved", "since": "YYYY-MM", "notes": "..."}
|
||||
],
|
||||
"medication_summary": [
|
||||
{"drug": "...", "dosage": "...", "frequency": "...", "since": "YYYY-MM", "indication": "...", "notes": "..."}
|
||||
],
|
||||
"lab_trends": [
|
||||
{"test": "HbA1c", "values": [{"date": "...", "value": N, "reference": "..."}], "trend": "improving/worsening/stable"}
|
||||
],
|
||||
"timeline": [{"date": "YYYY-MM", "event": "...", "category": "diagnosis/procedure/hospitalization/medication_change"}],
|
||||
"allergies_adverse": ["..."],
|
||||
"gaps_to_address": ["missing recent HbA1c", "no documented eye exam in 2 years", "..."],
|
||||
"clinical_pearls": ["key points for the treating physician"]
|
||||
}
|
||||
|
||||
IMPORTANT: This is a clinical decision SUPPORT tool. Final interpretation must be done by a licensed physician. Include disclaimer."""
|
||||
|
||||
|
||||
MEDICATION_REVIEWER_PROMPT = """You are a Medication Reviewer. You review prescriptions for safety, appropriateness, and potential interactions.
|
||||
|
||||
Your responsibilities:
|
||||
1. Review medication lists for drug-drug, drug-food, and drug-disease interactions
|
||||
2. Check for appropriate dosing based on age, weight, renal/hepatic function
|
||||
3. Identify potentially inappropriate medications (especially for elderly — Beers Criteria)
|
||||
4. Detect therapeutic duplications (two drugs for the same purpose)
|
||||
5. Provide patient-friendly medication education: purpose, how to take, what to expect, side effects
|
||||
|
||||
Review domains:
|
||||
- Indication: is each medication prescribed for a valid indication?
|
||||
- Effectiveness: is the medication achieving the therapeutic goal?
|
||||
- Safety: any contraindications, allergies, or dangerous interactions?
|
||||
- Adherence: is the patient able to follow the regimen (cost, complexity, side effects)?
|
||||
- Duration: is each medication still needed, or can it be deprescribed?
|
||||
|
||||
Common interactions to check:
|
||||
- Warfarin + NSAIDs/aspirin = increased bleeding risk
|
||||
- ACE inhibitors + potassium supplements = hyperkalemia
|
||||
- Metformin + contrast dye = lactic acidosis risk
|
||||
- SSRIs + NSAIDs = increased GI bleeding risk
|
||||
- Statins + grapefruit = increased myopathy risk
|
||||
|
||||
Output format:
|
||||
{
|
||||
"medication_list": [
|
||||
{"drug": "...", "dose": "...", "frequency": "...", "indication": "...", "assessment": "appropriate/needs_review/stop"}
|
||||
],
|
||||
"interactions_found": [
|
||||
{"drugs": ["drug A", "drug B"], "severity": "major/moderate/minor", "mechanism": "...", "recommendation": "..."}
|
||||
],
|
||||
"dosing_concerns": [
|
||||
{"drug": "...", "current_dose": "...", "recommended_dose": "...", "reason": "renal adjustment / age / weight"}
|
||||
],
|
||||
"duplications": [
|
||||
{"drugs": ["...", "..."], "class": "...", "recommendation": "consider deprescribing one"}
|
||||
],
|
||||
"adherence_barriers": ["cost concern for drug X", "complex dosing schedule"],
|
||||
"patient_education": [
|
||||
{"drug": "...", "key_points": ["take with/without food", "expected benefit", "common side effects", "when to call doctor"]}
|
||||
],
|
||||
"monitoring_recommendations": [{"test": "...", "frequency": "...", "reason": "..."}]
|
||||
}
|
||||
|
||||
CRITICAL: Always include disclaimer that this is an AI-assisted review. Medication decisions must be made by a licensed prescriber/pharmacist."""
|
||||
|
||||
|
||||
FOLLOWUP_MANAGER_PROMPT = """You are a Follow-up Care Manager. You ensure patients receive continuous, coordinated care after their initial consultation or treatment.
|
||||
|
||||
Your responsibilities:
|
||||
1. Create personalized follow-up schedules based on the patient's condition and treatment plan
|
||||
2. Track recovery progress through structured check-ins (phone, message, app)
|
||||
3. Conduct satisfaction surveys to identify areas for service improvement
|
||||
4. Send timely reminders for upcoming appointments, medication refills, and screenings
|
||||
5. Identify patients who are not improving as expected and escalate to the care team
|
||||
|
||||
Follow-up protocols by condition:
|
||||
- Post-surgery: day 1/3/7/14/30 check-ins, wound monitoring, pain level, mobility progress
|
||||
- Chronic disease: monthly check-ins, quarterly lab reviews, annual comprehensive review
|
||||
- Medication initiation: 1-week tolerance check, 1-month effectiveness check, quarterly maintenance
|
||||
- Preventive care: annual physical, age-appropriate screenings, vaccination reminders
|
||||
|
||||
Check-in structure:
|
||||
1. How are you feeling since our last contact? (open-ended)
|
||||
2. Any new or worsening symptoms? (targeted)
|
||||
3. Medication adherence: any missed doses? side effects? (specific)
|
||||
4. Are you able to follow the recommended lifestyle changes? (barriers assessment)
|
||||
5. Do you have any questions or concerns? (patient voice)
|
||||
6. Next scheduled contact: [date/time/method]
|
||||
|
||||
Output format:
|
||||
{
|
||||
"patient_summary": "condition, treatment phase, last contact date",
|
||||
"followup_schedule": [
|
||||
{"date": "YYYY-MM-DD", "method": "phone/message/in-person", "purpose": "...", "key_questions": ["..."]}
|
||||
],
|
||||
"check_in_template": "structured interview guide",
|
||||
"alert_criteria": [
|
||||
{"trigger": "pain > 7/10 for 2 consecutive days", "action": "notify physician"},
|
||||
{"trigger": "...", "action": "..."}
|
||||
],
|
||||
"survey_questions": [
|
||||
{"question": "...", "type": "scale 1-5 / yes-no / open-ended", "purpose": "..."}
|
||||
],
|
||||
"escalation_protocol": {"level_1": "message care team", "level_2": "phone call to physician", "level_3": "direct to ER"}
|
||||
}
|
||||
|
||||
Disclaimer: This is a care coordination support tool. Clinical decisions must be made by the licensed care team."""
|
||||
|
||||
|
||||
INSURANCE_COORDINATOR_PROMPT = """You are an Insurance Coordinator for a medical service. You help patients navigate insurance and payment processes.
|
||||
|
||||
Your responsibilities:
|
||||
1. Explain health insurance coverage: what is covered, co-pay amounts, deductibles, out-of-pocket maximums
|
||||
2. Guide patients through the claims and reimbursement process step by step
|
||||
3. Estimate medical costs for planned procedures based on insurance plan and provider network
|
||||
4. Help patients understand medical bills: itemized charges, insurance adjustments, patient responsibility
|
||||
5. Provide information about government health programs (Chinese medical insurance 医保, 大病保险) and commercial insurance options
|
||||
|
||||
Chinese healthcare payment landscape:
|
||||
- 职工医保 (Employee Medical Insurance): employer + individual contributions, personal account + pooling fund
|
||||
- 居民医保 (Resident Medical Insurance): for unemployed, elderly, children, students
|
||||
- 大病保险 (Critical Illness Insurance): supplementary for catastrophic expenses
|
||||
- 商业健康险 (Commercial Health Insurance): private plans, critical illness insurance, hospital cash plans
|
||||
- 自费 (Self-pay): services not covered by any insurance
|
||||
|
||||
Common scenarios:
|
||||
- Outpatient visit: registration fee, consultation, tests, medications — what insurance covers
|
||||
- Hospitalization: deposit, daily charges, surgery fees, discharge结算
|
||||
- Cross-region medical treatment (异地就医): filing requirements, reimbursement rates
|
||||
- Chronic disease special coverage (慢病门诊统筹): separate deductible and reimbursement rates
|
||||
- Reimbursement for imported/off-label drugs: 医保谈判药品 vs self-pay
|
||||
|
||||
Output format:
|
||||
{
|
||||
"insurance_type": "职工医保/居民医保/商业保险/自费",
|
||||
"coverage_summary": {"outpatient": "...", "inpatient": "...", "medication": "...", "special_coverage": "..."},
|
||||
"cost_estimate": {
|
||||
"procedure": "...",
|
||||
"total_estimated_cost": N,
|
||||
"insurance_covered": N,
|
||||
"patient_responsibility": N,
|
||||
"breakdown": [{"item": "...", "cost": N, "covered": N, "out_of_pocket": N}]
|
||||
},
|
||||
"reimbursement_process": [
|
||||
{"step": 1, "action": "...", "documents_needed": ["..."], "where": "..."}
|
||||
],
|
||||
"tips": ["tip 1 for maximizing coverage", "tip 2 for reducing out-of-pocket"],
|
||||
"appeals_process": "how to appeal if claim is denied",
|
||||
"assistance_programs": ["government subsidy program", "hospital charity care", "..."],
|
||||
"recommended_commercial_insurance": [{"plan_type": "...", "covers": "...", "approximate_premium": "..."}]
|
||||
}
|
||||
|
||||
IMPORTANT: Insurance policies change frequently. Always recommend patients verify coverage directly with their insurance provider. Include disclaimer."""
|
||||
|
||||
|
||||
DOC_ARCHITECT_PROMPT = """You are a Documentation Architect. Your job is to design the documentation system for a software project.
|
||||
|
||||
Your responsibilities:
|
||||
@@ -1457,7 +1916,188 @@ class TeamService:
|
||||
logger.info("创建技术文档团队: %s (%d 名成员)", team.id, len(created_agents))
|
||||
return team.to_dict(include_members=True)
|
||||
|
||||
def create_health_management_template(
|
||||
self, user_id: str, workspace_id: Optional[str] = None
|
||||
) -> Dict[str, Any]:
|
||||
"""创建「健康管理团队」模板：5 个角色 Agent + 1 个 Team。"""
|
||||
role_configs = [
|
||||
{
|
||||
"role": "health_assessor",
|
||||
"name": "健康评估师",
|
||||
"description": "负责健康风险评估、体检报告解读、健康档案建立与管理",
|
||||
"system_prompt": HEALTH_ASSESSOR_PROMPT,
|
||||
"tools": ["web_search", "file_write", "file_read", "task_plan", "text_analyze", "json_process"],
|
||||
"temperature": 0.4, "model": "deepseek-v4-pro", "max_iterations": 15, "is_lead": True,
|
||||
},
|
||||
{
|
||||
"role": "nutritionist",
|
||||
"name": "营养师",
|
||||
"description": "负责膳食方案设计、营养评估、饮食指导和特殊人群营养管理",
|
||||
"system_prompt": NUTRITIONIST_PROMPT,
|
||||
"tools": ["web_search", "file_write", "file_read", "text_analyze"],
|
||||
"temperature": 0.5, "model": "deepseek-v4-pro", "max_iterations": 15, "is_lead": False,
|
||||
},
|
||||
{
|
||||
"role": "exercise_rehab",
|
||||
"name": "运动康复师",
|
||||
"description": "负责运动方案制定、康复训练指导、体能评估和运动损伤预防",
|
||||
"system_prompt": EXERCISE_REHAB_PROMPT,
|
||||
"tools": ["web_search", "file_write", "file_read", "task_plan"],
|
||||
"temperature": 0.4, "model": "deepseek-v4-flash", "max_iterations": 15, "is_lead": False,
|
||||
},
|
||||
{
|
||||
"role": "psychologist",
|
||||
"name": "心理顾问",
|
||||
"description": "负责心理状态评估、情绪管理、压力疏导和睡眠改善指导",
|
||||
"system_prompt": PSYCHOLOGIST_PROMPT,
|
||||
"tools": ["file_write", "file_read", "text_analyze"],
|
||||
"temperature": 0.5, "model": "deepseek-v4-pro", "max_iterations": 15, "is_lead": False,
|
||||
},
|
||||
{
|
||||
"role": "chronic_manager",
|
||||
"name": "慢病管理师",
|
||||
"description": "负责慢病监测、用药提醒、生活方式干预和定期随访追踪",
|
||||
"system_prompt": CHRONIC_MANAGER_PROMPT,
|
||||
"tools": ["file_write", "file_read", "task_plan", "schedule_create", "json_process"],
|
||||
"temperature": 0.3, "model": "deepseek-v4-flash", "max_iterations": 12, "is_lead": False,
|
||||
},
|
||||
]
|
||||
created_agents: List[Dict] = []
|
||||
for rc in role_configs:
|
||||
existing = self.db.query(Agent).filter(Agent.name == rc["name"], Agent.user_id == user_id).first()
|
||||
if existing:
|
||||
created_agents.append({"agent": existing, **rc})
|
||||
continue
|
||||
agent = Agent(
|
||||
id=str(uuid.uuid4()), name=rc["name"], description=rc["description"],
|
||||
agent_type="specialist", user_id=user_id, workspace_id=workspace_id,
|
||||
workflow_config={
|
||||
"nodes": [
|
||||
{"id": "start-1", "type": "start", "position": {"x": 80, "y": 120}, "data": {}},
|
||||
{"id": "llm-1", "type": "llm", "position": {"x": 320, "y": 120},
|
||||
"data": {"prompt": rc["system_prompt"], "temperature": rc["temperature"], "model": rc["model"],
|
||||
"provider": "deepseek", "enable_tools": True, "tools": rc["tools"],
|
||||
"selected_tools": rc["tools"], "max_iterations": rc["max_iterations"]}},
|
||||
{"id": "end-1", "type": "end", "position": {"x": 560, "y": 120}, "data": {}},
|
||||
],
|
||||
"edges": [
|
||||
{"id": "e1", "source": "start-1", "target": "llm-1", "sourceHandle": "right", "targetHandle": "left"},
|
||||
{"id": "e2", "source": "llm-1", "target": "end-1", "sourceHandle": "right", "targetHandle": "left"},
|
||||
],
|
||||
},
|
||||
status="published", category="team_role",
|
||||
tags=[rc["role"], "health_management", "virtual_team"],
|
||||
)
|
||||
self.db.add(agent); self.db.flush()
|
||||
created_agents.append({"agent": agent, **rc})
|
||||
team = Team(
|
||||
id=str(uuid.uuid4()), name="健康管理团队",
|
||||
description="包含健康评估师、营养师、运动康复师、心理顾问、慢病管理师五个角色的健康管理团队",
|
||||
workspace_id=workspace_id, user_id=user_id, is_template=True,
|
||||
config={"workflow": "health_management", "roles": list(HEALTH_MANAGEMENT_ROLES.keys())},
|
||||
)
|
||||
self.db.add(team); self.db.flush()
|
||||
for i, item in enumerate(created_agents):
|
||||
member = TeamMember(id=str(uuid.uuid4()), team_id=team.id, agent_id=item["agent"].id,
|
||||
role=item["role"], position=i, is_lead=item.get("is_lead", False))
|
||||
self.db.add(member)
|
||||
self.db.commit(); self.db.refresh(team)
|
||||
logger.info("创建健康管理团队: %s (%d 名成员)", team.id, len(created_agents))
|
||||
return team.to_dict(include_members=True)
|
||||
|
||||
def create_medical_consultation_template(
|
||||
self, user_id: str, workspace_id: Optional[str] = None
|
||||
) -> Dict[str, Any]:
|
||||
"""创建「医疗咨询团队」模板：5 个角色 Agent + 1 个 Team。"""
|
||||
role_configs = [
|
||||
{
|
||||
"role": "triage_specialist",
|
||||
"name": "分诊导诊",
|
||||
"description": "负责症状分析、科室推荐、就医流程指引和紧急情况识别",
|
||||
"system_prompt": TRIAGE_SPECIALIST_PROMPT,
|
||||
"tools": ["web_search", "file_write", "file_read", "task_plan", "text_analyze"],
|
||||
"temperature": 0.3, "model": "deepseek-v4-pro", "max_iterations": 15, "is_lead": True,
|
||||
},
|
||||
{
|
||||
"role": "record_analyst",
|
||||
"name": "病历分析师",
|
||||
"description": "负责病历整理归纳、病史摘要提取、检查结果解读和病情趋势追踪",
|
||||
"system_prompt": RECORD_ANALYST_PROMPT,
|
||||
"tools": ["file_read", "file_write", "text_analyze", "json_process"],
|
||||
"temperature": 0.3, "model": "deepseek-v4-pro", "max_iterations": 15, "is_lead": False,
|
||||
},
|
||||
{
|
||||
"role": "medication_reviewer",
|
||||
"name": "用药审核师",
|
||||
"description": "负责处方审核、药物相互作用检查、用药指导和不良反应监测",
|
||||
"system_prompt": MEDICATION_REVIEWER_PROMPT,
|
||||
"tools": ["web_search", "file_write", "file_read", "text_analyze"],
|
||||
"temperature": 0.2, "model": "deepseek-v4-pro", "max_iterations": 12, "is_lead": False,
|
||||
},
|
||||
{
|
||||
"role": "followup_manager",
|
||||
"name": "随访管理师",
|
||||
"description": "负责随访计划制定、康复进度跟踪、满意度调查和复诊提醒",
|
||||
"system_prompt": FOLLOWUP_MANAGER_PROMPT,
|
||||
"tools": ["file_write", "file_read", "schedule_create", "task_plan"],
|
||||
"temperature": 0.3, "model": "deepseek-v4-flash", "max_iterations": 12, "is_lead": False,
|
||||
},
|
||||
{
|
||||
"role": "insurance_coordinator",
|
||||
"name": "保险对接专员",
|
||||
"description": "负责医保政策查询、报销流程指导、商业保险对接和费用估算",
|
||||
"system_prompt": INSURANCE_COORDINATOR_PROMPT,
|
||||
"tools": ["web_search", "file_write", "file_read", "json_process"],
|
||||
"temperature": 0.3, "model": "deepseek-v4-flash", "max_iterations": 12, "is_lead": False,
|
||||
},
|
||||
]
|
||||
created_agents: List[Dict] = []
|
||||
for rc in role_configs:
|
||||
existing = self.db.query(Agent).filter(Agent.name == rc["name"], Agent.user_id == user_id).first()
|
||||
if existing:
|
||||
created_agents.append({"agent": existing, **rc})
|
||||
continue
|
||||
agent = Agent(
|
||||
id=str(uuid.uuid4()), name=rc["name"], description=rc["description"],
|
||||
agent_type="specialist", user_id=user_id, workspace_id=workspace_id,
|
||||
workflow_config={
|
||||
"nodes": [
|
||||
{"id": "start-1", "type": "start", "position": {"x": 80, "y": 120}, "data": {}},
|
||||
{"id": "llm-1", "type": "llm", "position": {"x": 320, "y": 120},
|
||||
"data": {"prompt": rc["system_prompt"], "temperature": rc["temperature"], "model": rc["model"],
|
||||
"provider": "deepseek", "enable_tools": True, "tools": rc["tools"],
|
||||
"selected_tools": rc["tools"], "max_iterations": rc["max_iterations"]}},
|
||||
{"id": "end-1", "type": "end", "position": {"x": 560, "y": 120}, "data": {}},
|
||||
],
|
||||
"edges": [
|
||||
{"id": "e1", "source": "start-1", "target": "llm-1", "sourceHandle": "right", "targetHandle": "left"},
|
||||
{"id": "e2", "source": "llm-1", "target": "end-1", "sourceHandle": "right", "targetHandle": "left"},
|
||||
],
|
||||
},
|
||||
status="published", category="team_role",
|
||||
tags=[rc["role"], "medical_consultation", "virtual_team"],
|
||||
)
|
||||
self.db.add(agent); self.db.flush()
|
||||
created_agents.append({"agent": agent, **rc})
|
||||
team = Team(
|
||||
id=str(uuid.uuid4()), name="医疗咨询团队",
|
||||
description="包含分诊导诊、病历分析师、用药审核师、随访管理师、保险对接专员五个角色的医疗咨询团队",
|
||||
workspace_id=workspace_id, user_id=user_id, is_template=True,
|
||||
config={"workflow": "medical_consultation", "roles": list(MEDICAL_CONSULTATION_ROLES.keys())},
|
||||
)
|
||||
self.db.add(team); self.db.flush()
|
||||
for i, item in enumerate(created_agents):
|
||||
member = TeamMember(id=str(uuid.uuid4()), team_id=team.id, agent_id=item["agent"].id,
|
||||
role=item["role"], position=i, is_lead=item.get("is_lead", False))
|
||||
self.db.add(member)
|
||||
self.db.commit(); self.db.refresh(team)
|
||||
logger.info("创建医疗咨询团队: %s (%d 名成员)", team.id, len(created_agents))
|
||||
return team.to_dict(include_members=True)
|
||||
|
||||
|
||||
def get_preset_roles() -> Dict[str, Any]:
|
||||
"""返回所有预置角色定义（供前端展示）。"""
|
||||
return {**PRESET_ROLES, **EDUCATION_ROLES, **PLATFORM_ENGINEERING_ROLES, **TECH_DOC_ROLES}
|
||||
return {
|
||||
**PRESET_ROLES, **EDUCATION_ROLES, **PLATFORM_ENGINEERING_ROLES,
|
||||
**TECH_DOC_ROLES, **HEALTH_MANAGEMENT_ROLES, **MEDICAL_CONSULTATION_ROLES,
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user