Male Fertility Health Skill

Male fertility health tracking and management, including semen analysis records, hormone level monitoring, and infertility factor assessment.

Core Flow

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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
semen	Semen analysis
hormone	Hormone levels
varicocele	Varicocele
infection	Reproductive tract infection
status	View status
diagnosis	View diagnosis

Semen Parameter Recognition

Parameter	Keywords	Extract
Volume	volume, ml	Number + mL
Concentration	concentration, 10^6/mL	Number
Progressive motility	pr, progressive	Percentage
Non-progressive motility	np	Percentage
Morphology	morphology, %	Percentage
pH	ph	7.0-8.0

Hormone Recognition

Hormone	Keywords	Unit
Testosterone	testosterone, T	nmol/L
LH	LH	IU/L
FSH	FSH	IU/L
Prolactin	PRL	ng/mL
Estradiol	E2	pg/mL

Step 2: Check Information Completeness

Semen Analysis (semen)

•Required: At least one parameter value
•Optional: Abstinence period, test date

Hormone Levels (hormone)

•Required: Hormone type and value
•Optional: Measurement time, test date

Varicocele (varicocele)

•Required: Presence and location
•Optional: Grade, confirmation method

Reproductive Tract Infection (infection)

•Required: Pathogen and result
•Optional: Test date

Step 3: Interactive Prompts (If Needed)

Use consultation-style dialogue, friendly and natural questioning for missing information.

Question Scenarios

Scenario A: Semen Analysis Missing Parameters

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Please provide specific semen analysis parameters, such as:
- Volume (mL)
- Concentration (10^6/mL)
- Motility (PR/NP percentage)
- Morphology (normal形态%)

Scenario B: Hormone Test Missing Type

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Which hormone test result is this?
Options: Testosterone, LH, FSH, Prolactin, Estradiol

Step 4: Generate JSON

Semen Analysis Data Structure

json

{
  "record_type": "semen_analysis",
  "date": "2025-06-20",
  "abstinence_period": "3_days",
  "volume": {
    "value": 2.5,
    "unit": "mL",
    "reference": ">=1.5",
    "result": "normal"
  },
  "concentration": {
    "value": 45,
    "unit": "10^6/mL",
    "reference": ">=15",
    "result": "normal"
  },
  "total_count": {
    "value": 112.5,
    "unit": "10^6",
    "reference": ">=39",
    "result": "normal"
  },
  "motility": {
    "pr": {"value": 35, "reference": ">=32", "result": "normal"},
    "np": {"value": 20, "reference": ">=40", "result": "normal"}
  },
  "morphology": {
    "value": 4,
    "unit": "%",
    "reference": ">=4",
    "result": "normal"
  },
  "ph": {
    "value": 7.5,
    "reference": "7.2-8.0",
    "result": "normal"
  },
  "liquefaction": {
    "value": 30,
    "unit": "minutes",
    "reference": "<=60",
    "result": "normal"
  },
  "diagnosis": "normospermia"
}

Hormone Data Structure

json

{
  "record_type": "hormone_test",
  "date": "2025-06-15",
  "testosterone": {
    "total": 15.5,
    "reference": "10-35",
    "unit": "nmol/L",
    "result": "normal"
  },
  "lh": {
    "value": 5.2,
    "reference": "1.7-8.6",
    "unit": "IU/L",
    "result": "normal"
  },
  "fsh": {
    "value": 8.1,
    "reference": "1.5-12.4",
    "unit": "IU/L",
    "result": "normal"
  },
  "prl": {
    "value": 12.5,
    "reference": "<15",
    "unit": "ng/mL",
    "result": "normal"
  },
  "e2": {
    "value": 35,
    "reference": "<70",
    "unit": "pg/mL",
    "result": "normal"
  }
}

Complete schema definition: see schema.json.

Step 5: Save Data

•Generate record ID: fertility_YYYYMMDD_XXX
•Save to data/生育记录/YYYY-MM/YYYY-MM-DD_精液分析.json
•Update data/fertility-tracker.json
•Update data/index.json

Semen Analysis Standards (WHO 2021)

Parameter	Normal	Abnormal
Volume	>= 1.5 mL	< 1.5 mL (hypospermia)
Concentration	>= 15 x 10^6/mL	< 15 (oligozoospermia)
Total count	>= 39 x 10^6	< 39
PR (progressive)	>= 32%	< 32% (asthenozoospermia)
NP (total)	>= 40%	< 40%
Normal morphology	>= 4%	< 4% (teratozoospermia)
pH	7.2-8.0	< 7.2 or > 8.0
Liquefaction time	<= 60 minutes	> 60 minutes

Diagnosis Classification

Result	Diagnosis
All parameters normal	Normal semen (normospermia)
Concentration < 15	Oligozoospermia
Concentration = 0	Azoospermia
PR < 32%	Asthenozoospermia
Normal morphology < 4%	Teratozoospermia
Volume < 1.5mL	Hypospermia
Multiple abnormalities	Mixed abnormalities

Execution Instructions

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1. Identify operation type (semen/hormone/varicocele/infection/status/diagnosis)
2. Parse input parameters, extract all available information
3. Check required fields, ask user if missing
4. Evaluate results against WHO 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 Semen Analysis

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User: 精液分析 精液量2.5ml 密度45 前向35% 形态4%
AI: 解析中...
    Volume: 2.5 mL ✓ Normal
    Concentration: 45 x 10^6/mL ✓ Normal
    Progressive motility: 35% ✓ Normal
    Morphology: 4% ✓ Normal

    Diagnosis: Normospermia

    Saved to: data/生育记录/2025-06/2025-06-20_精液分析.json

Example 2: Record Hormone Levels

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User: 激素检测 睾酮15.5 LH5.2 FSH8.1
AI: Record hormone test results:

    Testosterone: 15.5 nmol/L ✓ Normal (reference: 10-35)
    LH: 5.2 IU/L ✓ Normal (reference: 1.7-8.6)
    FSH: 8.1 IU/L ✓ Normal (reference: 1.5-12.4)

    Assessment: Hormone levels normal, HPTA axis function normal

    Saved to: data/生育记录/2025-06/2025-06-15_激素检测.json

Example 3: View Status

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User: 生育状态
AI: Male fertility health status

    Semen analysis: Normal (last test: 2025-06-20)
    Hormone levels: Normal (last test: 2025-06-15)
    Varicocele: None
    Reproductive tract infection: Negative

    Comprehensive Assessment: Normal fertility function

    Recommendation: Continue trying natural conception, maintain healthy lifestyle

For more examples, see examples.md.

Important Notice

•This system is for fertility health tracking only, cannot replace professional medical diagnosis
•Semen analysis requires 2-3 confirmations
•Abstinence 3-7 days before testing
•Infertility assessment requires both partners to be checked
•All data is stored locally only

Seek Immediate Medical Care For

•Azoospermia
•Significantly abnormal hormones
•Grade III varicocele
•Positive reproductive tract infection