🎁 Get the FREE AI Skills Starter Guide β€” Subscribe β†’
BytesAgainBytesAgain
BytesAgain β€Ί Skills β€Ί Discharge Summary Writer
πŸ¦€ ClawHub

Discharge Summary Writer

by @aipoch-ai

Generate hospital discharge summaries from admission data, hospital course, medications, and follow-up plans. Trigger when user needs to create a discharge s...

Versionv0.1.0
Downloads606
#writing#legal#education#automation#communication
TERMINAL
clawhub install discharge-summary-writer

πŸ“– About This Skill

name: discharge-summary-writer description: Generate hospital discharge summaries from admission data, hospital course, medications, and follow-up plans. Trigger when user needs to create a discharge summary, compile inpatient medical records, or generate post-hospitalization documentation for patients. version: 1.0.0 category: Clinical tags: [] author: AIPOCH license: MIT status: Draft risk_level: Medium skill_type: Tool/Script owner: AIPOCH reviewer: '' last_updated: '2026-02-06'

Discharge Summary Writer

Generate standardized, clinically accurate hospital discharge summaries by integrating all inpatient medical data.

When to Use

  • Patient discharge preparation requires comprehensive summary documentation
  • Compiling admission, treatment, and discharge data into unified records
  • Generating follow-up instructions and medication lists for post-discharge care
  • Creating legally compliant discharge documentation for medical records

    • Input Requirements

    Required Patient Data

    {
  "patient_info": {
    "name": "string",
    "gender": "string",
    "age": "number",
    "medical_record_number": "string",
    "admission_date": "YYYY-MM-DD",
    "discharge_date": "YYYY-MM-DD",
    "department": "string",
    "attending_physician": "string"
  },
  "admission_data": {
    "chief_complaint": "string",
    "present_illness_history": "string",
    "past_medical_history": "string",
    "physical_examination": "string",
    "admission_diagnosis": ["string"]
  },
  "hospital_course": {
    "treatment_summary": "string",
    "procedures_performed": ["string"],
    "significant_findings": "string",
    "complications": ["string"],
    "consultations": ["string"]
  },
  "discharge_status": {
    "discharge_diagnosis": ["string"],
    "discharge_condition": "string",
    "hospital_stay_days": "number"
  },
  "medications": {
    "discharge_medications": [
      {
        "name": "string",
        "dosage": "string",
        "frequency": "string",
        "route": "string",
        "duration": "string"
      }
    ]
  },
  "follow_up": {
    "instructions": "string",
    "follow_up_appointments": ["string"],
    "warning_signs": ["string"],
    "activity_restrictions": "string",
    "diet_instructions": "string"
  }
}

    Usage

    Python Script

    python scripts/main.py --input patient_data.json --output discharge_summary.md --format standard

    Parameters

    | Parameter | Type | Default | Required | Description | |-----------|------|---------|----------|-------------| | --input | string | - | Yes | Path to JSON file containing patient data | | --output | string | discharge_summary.md | No | Output file path | | --format | string | standard | No | Output format (standard, structured, json) | | --template | string | - | No | Custom template file path | | --language | string | zh | No | Output language (zh or en) |

    Output Formats

    Standard Format

    Human-readable markdown document following clinical discharge summary structure: 1. Patient Information 2. Admission Information 3. Hospital Course 4. Discharge Status 5. Discharge Medications 6. Follow-up Instructions 7. Physician Signature

    Structured Format

    Sectioned markdown with clear headers for EMR integration.

    JSON Format

    Machine-readable structured data for system integration.

    Technical Difficulty

    ⚠️ HIGH - Manual Review Required

    This skill handles critical medical documentation. Output requires:

  • Physician verification before use
  • Compliance with local medical documentation standards
  • Review for accuracy and completeness
  • Institutional approval for template formats

    • Safety Considerations

    1. Never use generated summaries without physician review 2. Verify all medication dosages and instructions 3. Confirm follow-up appointments with hospital scheduling system 4. Ensure discharge diagnoses match official medical records 5. Validate patient identifiers and dates

    References

  • references/discharge_template.md - Standard discharge summary template
  • references/medical_terms.json - Standardized medical terminology
  • references/section_guidelines.md - Guidelines for each section

    • Limitations

  • Does not access live EMR systems (requires manual data input)
  • Medication interactions not validated
  • Does not generate ICD-10 codes automatically
  • Requires structured input data
  • Output format must align with institutional requirements

    • Risk Assessment

    | Risk Indicator | Assessment | Level | |----------------|------------|-------| | Code Execution | Python/R scripts executed locally | Medium | | Network Access | No external API calls | Low | | File System Access | Read input files, write output files | Medium | | Instruction Tampering | Standard prompt guidelines | Low | | Data Exposure | Output files saved to workspace | Low |

    Security Checklist

  • [ ] No hardcoded credentials or API keys
  • [ ] No unauthorized file system access (../)
  • [ ] Output does not expose sensitive information
  • [ ] Prompt injection protections in place
  • [ ] Input file paths validated (no ../ traversal)
  • [ ] Output directory restricted to workspace
  • [ ] Script execution in sandboxed environment
  • [ ] Error messages sanitized (no stack traces exposed)
  • [ ] Dependencies audited

    • Prerequisites

    No additional Python packages required.

    Evaluation Criteria

    Success Metrics

  • [ ] Successfully executes main functionality
  • [ ] Output meets quality standards
  • [ ] Handles edge cases gracefully
  • [ ] Performance is acceptable

    • Test Cases

    1. Basic Functionality: Standard input β†’ Expected output 2. Edge Case: Invalid input β†’ Graceful error handling 3. Performance: Large dataset β†’ Acceptable processing time

    Lifecycle Status

  • Current Stage: Draft
  • Next Review Date: 2026-03-06
  • Known Issues: None
  • Planned Improvements:
    • - Performance optimization - Additional feature support

    ⚑ When to Use

    TriggerAction
    - Compiling admission, treatment, and discharge data into unified records
    - Generating follow-up instructions and medication lists for post-discharge care
    - Creating legally compliant discharge documentation for medical records

    πŸ’‘ Examples

    Python Script

    python scripts/main.py --input patient_data.json --output discharge_summary.md --format standard

    βš™οΈ Configuration

    No additional Python packages required.