Male Menopause Management Skill

Male menopause (hypogonadism) tracking and management, including symptom assessment, testosterone monitoring, and TRT treatment records.

Core Flow

code

User Input → Identify Operation Type → Parse Information → Check Completeness → Generate JSON → Save Data
                                     |
                              [Ask when information insufficient]

Step 1: Parse User Input

Operation Type Recognition

Input Keywords	Operation
symptom	Record symptoms
testosterone	Record testosterone levels
adam	ADAM questionnaire assessment
trt	TRT treatment record
monitor	TRT monitoring indicators
status	View status
diagnosis	View diagnosis

Symptom Type Recognition

Category	Keywords
Sexual symptoms	libido, erectile, morning erection
Physical symptoms	fatigue, weak, muscle, fat
Psychological symptoms	mood, depression, memory, concentration

Symptom Severity Recognition

Severity	Keywords
Mild	mild
Moderate	moderate
Severe	severe

Testosterone Recognition

Keywords	Extract
testosterone, total testosterone	Value + nmol/L
morning, 09:00, am	Measurement time

Step 2: Check Information Completeness

Symptom Record (symptom)

•Required: Symptom type
•Recommended: Severity
•Optional: Duration, impact description

Testosterone Test (testosterone)

•Required: Testosterone value
•Recommended: Measurement time
•Optional: Free testosterone, SHBG

TRT Treatment (trt)

•Required: Operation type (start/stop/record)
•Recommended: Medication type, dosage
•Optional: Effectiveness, side effects

Step 3: Interactive Prompts (If Needed)

Question Scenarios

Scenario A: Symptom Record Missing Specific Information

code

What specific symptoms do you have?
For example: decreased libido, erectile dysfunction, easy fatigue, low mood, etc.

Scenario B: Missing Symptom Severity

code

How much do these symptoms affect your life?
• Mild: Occasional, doesn't affect life
• Moderate: Frequent, affects quality of life
• Severe: Persistent, severely affects life

Step 4: Generate JSON

Symptom Data Structure

json

{
  "record_type": "symptom",
  "date": "2025-12-01",
  "symptoms": {
    "sexual": {
      "libido": {
        "present": true,
        "severity": "moderate",
        "impact": "noticeable"
      },
      "erectile_function": {
        "present": true,
        "severity": "mild",
        "morning_erection": "reduced"
      }
    },
    "physical": {
      "fatigue": {
        "present": true,
        "severity": "moderate",
        "impact_on_activities": "some"
      },
      "muscle_mass": {
        "present": true,
        "severity": "mild",
        "changes": "slight_decrease"
      }
    },
    "psychological": {
      "mood": {
        "present": true,
        "symptoms": ["depressed", "irritability"],
        "severity": "mild"
      }
    }
  }
}

Testosterone Data Structure

json

{
  "record_type": "testosterone_test",
  "date": "2025-06-15",
  "time": "09:00",
  "testosterone_levels": {
    "total_testosterone": {
      "value": 7.5,
      "reference": "10-35",
      "unit": "nmol/L",
      "result": "low",
      "confirmed": true,
      "repeat_count": 2
    },
    "free_testosterone": {
      "value": 0.18,
      "reference": "0.22-0.65",
      "unit": "nmol/L",
      "result": "low"
    },
    "shbg": {
      "value": 45,
      "reference": "20-50",
      "unit": "nmol/L",
      "result": "normal"
    }
  }
}

ADAM Questionnaire Data Structure

json

{
  "record_type": "adam_questionnaire",
  "date": "2025-06-20",
  "questions": [
    {"q1": "有性欲减退吗？", "answer": true, "score": 1},
    {"q2": "感到体力下降吗？", "answer": true, "score": 1},
    {"q3": "体力减退了吗？", "answer": true, "score": 1},
    {"q4": "身高变矮了吗？", "answer": false, "score": 0},
    {"q5": "生活乐趣减少了吗？", "answer": true, "score": 1},
    {"q6": "感到悲伤或脾气暴躁吗？", "answer": true, "score": 1},
    {"q7": "勃起能力下降了吗？", "answer": true, "score": 1},
    {"q8": "最近运动能力下降了吗？", "answer": false, "score": 0},
    {"q9": "饭后容易犯困吗？", "answer": false, "score": 0},
    {"q10": "最近工作表现下降了吗？", "answer": false, "score": 0}
  ],
  "total_score": 7,
  "positive": true,
  "interpretation": "Suggests possible male menopause"
}

Complete schema definition: see schema.json.

Step 5: Save Data

•Generate record ID: andropause_YYYYMMDD_XXX
•Save to data/更年期记录/YYYY-MM/YYYY-MM-DD_症状记录.json
•Update data/andropause-tracker.json

Testosterone Level Assessment Standards

Total Testosterone (nmol/L)	Assessment
>= 10	Normal
8-10	Possible hypogonadism
< 8	Confirmed hypogonadism (repeat testing required)

Testing Requirements:

•Morning measurement (8-11am) most accurate
•At least 2 tests to confirm
•Interval > 1 week between tests

ADAM Questionnaire Scoring Standards

Positive Criteria:

•Question 1 or 7 positive + any other question positive
•Or >= 3 questions positive

Result Interpretation:

•0-2 questions "yes": Negative
•

= 3 questions "yes": Positive

Hypogonadism Diagnostic Standards

•Symptoms: Typical symptoms present
•Testosterone: Total testosterone < 8 nmol/L (repeat testing)
•Or: Total testosterone 8-12 nmol/L + significant symptoms

Diagnostic Criteria:

•Morning (8-11am) testing
•At least 2 tests to confirm
•Exclude other diseases

Execution Instructions

code

1. Identify operation type
2. Parse input parameters, extract all available information
3. Check required fields, ask user if missing
4. Judge results based on assessment standards
5. Generate JSON compliant with schema.json
6. Save to appropriate file path
7. Confirm save to user and display summary and recommendations

Example Interactions

Example 1: Record Symptoms

code

User: 更年期症状 性欲减退 容易疲劳
AI: 请问这些症状对您的生活影响有多大？
    轻度：偶尔有，不影响生活
    中度：经常有，影响生活质量
    重度：持续存在，严重影响生活

User: 中度吧
AI: ✅ 症状已记录

    Sexual symptoms: Decreased libido (moderate)
    Physical symptoms: Easy fatigue (moderate)

    Recommendation: Suggest testosterone level testing, complete ADAM questionnaire assessment

    Saved to: data/更年期记录/2025-12/2025-12-01_症状记录.json

Example 2: Record Testosterone

code

User: 睾酮 7.5 早晨9点
AI: ✅ 睾酮检测已记录

    Total testosterone: 7.5 nmol/L ⚠️ (reference: 10-35)
    Free testosterone: 0.18 nmol/L ⚠️ (reference: 0.22-0.65)
    Measurement time: 09:00 ✓ (morning)

    Diagnosis: Hypogonadism (confirmed)

    TRT treatment recommendation: Symptoms + low testosterone = TRT treatment indication
    Suggest consulting endocrinology or urology for evaluation

    Saved to: data/更年期记录/2025-06/2025-06-15_睾酮检测.json

Example 3: ADAM Questionnaire

code

User: ADAM问卷
AI: 请回答以下10个问题 (是/否):

    1. 有性欲减退吗？
    2. 感到体力下降吗？
    3. 体力减退了吗？
    4. 身高变矮了吗？
    5. 生活乐趣减少了吗？
    6. 感到悲伤或脾气暴躁吗？
    7. 勃起能力下降了吗？
    8. 最近运动能力下降了吗？
    9. 饭后容易犯困吗？
    10. 最近工作表现下降了吗？

    [User answers each question...]

    ✅ ADAM问卷已完成

    Total score: 7/10 questions positive
    Result: Positive ⚠️

    ADAM questionnaire positive, suggests possible male menopause (hypogonadism).

    Recommendation: Test testosterone levels, comprehensive assessment combining symptoms and testosterone

    Saved to: data/更年期记录/2025-06/2025-06-20_ADAM问卷.json

Important Notice

•This system is for menopause health tracking only, cannot replace professional medical advice
•TRT treatment must be under doctor supervision
•Regular monitoring of side effects is very important
•Symptoms + low testosterone required for diagnosis
•Need to exclude other diseases

Seek Immediate Medical Care For

•Hct > 54%
•PSA rapid elevation
•Breast lump
•Lower limb swelling and pain