Name: Prostate Health
Author: huifer

技能內容

Prostate Health Management Skill

Prostate health tracking and management, including PSA monitoring, IPSS symptom scoring, prostate examination planning, and risk assessment.

Core Flow

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
psa, PSA	PSA test record
ipss, IPSS	IPSS symptom score
dre	DRE record

Please provide PSA test result, for example:
• Total PSA: 2.5 ng/mL
• Free PSA: 0.8 ng/mL (optional)

Please answer the following 7 questions, each 0-5 points:

1. Incomplete emptying: Often feel incomplete bladder emptying?
   0-None 1-Less than 1/5 2-Less than 1/2 3-About 1/2 4-More than 1/2 5-Almost always

[Ask each question sequentially...]

{
  "record_type": "psa_test",
  "date": "2025-06-15",
  "total_psa": 2.5,
  "free_psa": 0.8,
  "ratio": 0.32,
  "unit": "ng/mL",
  "reference": "<4.0",
  "trend": "stable",
  "risk_level": "low",
  "interpretation": "Normal"
}

{
  "record_type": "ipss_score",
  "date": "2025-06-20",
  "incomplete_emptying": 1,
  "frequency": 2,
  "intermittency": 1,
  "urgency": 2,
  "weak_stream": 1,
  "straining": 0,
  "nocturia": 2,
  "total_score": 9,
  "severity": "moderate",
  "quality_of_life_score": 2
}

{
  "record_type": "dre_exam",
  "date": "2025-06-15",
  "findings": "normal",
  "size": "normal",
  "texture": "soft",
  "nodule": false,
  "tenderness": false,
  "mobility": "normal",
  "notes": ""
}

Total PSA (ng/mL)	Risk Level	Recommendation
< 2.5 (under 50) or < 4.0 (over 50)	Low	Continue routine screening
2.5-4.0 (under 50) or 4.0-10.0	Moderate	Recommend repeat in 3 months
> 10.0	High	Recommend immediate urology visit

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

User: PSA检测 2.5
AI: ✅ PSA检测已记录

    PSA Information:
    Total PSA: 2.5 ng/mL ✓ (reference: <4.0)
    Risk level: Low ✅

    Recommendation: Continue routine screening, next test in 1 year

    Saved to: data/前列腺记录/2025-06/2025-06-15_PSA检测.json

User: IPSS症状评分
AI: 请回答以下7个问题，每个问题0-5分：

    [Interactive questioning...]

    ✅ IPSS评分已完成

    Total score: 9/35 points
    Severity: Moderate ⚠️

    Recommendation: Observe and follow up, avoid drinking before bed, reduce caffeine and alcohol

    Saved to: data/前列腺记录/2025-06/2025-06-20_IPSS评分.json

User: 前列腺筛查计划
AI: 📋 Prostate Cancer Screening Plan

    Screening Recommendations:
    ✅ PSA test: Annually
    ✅ DRE (Digital Rectal Exam): Annually

    Next test: 2026-06-15 (362 days away)

    Test Preparation:
    • 24-48 hours after ejaculation
    • 48 hours after prostate massage
    • No acute urinary tract infection

    Data saved

Prostate Health | Skills Pool

Input Format	Extract
PSA 2.5	total_psa: 2.5
总PSA 2.5	total_psa: 2.5
psa 4.2 free 0.9	total: 4.2, free: 0.9

Symptom	Keywords	Score Range
Incomplete emptying	not empty	0-5
Frequency	frequent	0-5
Nocturia	night	0-5

Ratio	Interpretation
> 0.25	Suggests benign
0.10-0.25	Gray zone, comprehensive assessment needed
< 0.10	Need to be alert for malignancy

Total Score	Severity	Management Recommendation
0-7	Mild	Observe and follow up
8-19	Moderate	Consider medication
20-35	Severe	Recommend urology evaluation

Volume	Classification
< 20 mL	Small
20-30 mL	Normal
30-50 mL	Mildly enlarged (BPH Grade I)
50-80 mL	Moderately enlarged (BPH Grade II)
> 80 mL	Severely enlarged (BPH Grade III)

Prostate Health

Prostate Health

Prostate Health Management Skill

Core Flow

Step 1: Parse User Input

Operation Type Recognition

PSA Value Recognition

IPSS Symptom Recognition

DRE Result Recognition

Step 2: Check Information Completeness

PSA Test (psa)

IPSS Score (ipss)

DRE Exam (dre)

Step 3: Interactive Prompts (If Needed)

Question Scenarios

Scenario A: PSA Missing Specific Value

Scenario B: IPSS Interactive Scoring

Step 4: Generate JSON

PSA Data Structure

IPSS Data Structure

DRE Data Structure

Step 5: Save Data

PSA Risk Assessment Standards

Free/Total PSA Ratio

IPSS Symptom Severity

Prostate Volume Classification

Execution Instructions

Example Interactions

Example 1: Record PSA Test (Normal)

Example 2: IPSS Score

Example 3: View Screening Plan

Important Notice

Seek Immediate Medical Care For

Hr Pro

Mental Health Analyzer

Satori

Claude Ally Health

Wellally Tech

Tcm Constitution Analyzer

Keywords	Result
normal	normal
enlarged	enlarged
firm	firm
nodule	nodule present
soft	soft