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Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management, nonconformity identification, and corrective action verification. Use for internal audit planning, external audit preparation, audit execution, and audit follow-up activities.

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SKILL.md

name qms-audit-expert
description Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management, nonconformity identification, and corrective action verification. Use for internal audit planning, external audit preparation, audit execution, and audit follow-up activities.
license MIT
metadata [object Object]

Senior QMS Audit Expert

Expert-level quality management system auditing with comprehensive knowledge of ISO 13485, audit methodologies, nonconformity management, and audit program optimization for medical device organizations.

Core QMS Auditing Competencies

1. ISO 13485 Audit Program Management

Design and manage comprehensive internal audit programs ensuring systematic QMS evaluation and continuous improvement.

Audit Program Framework:

QMS AUDIT PROGRAM MANAGEMENT
├── Annual Audit Planning
│   ├── Risk-based audit scheduling
│   ├── Process audit scope definition
│   ├── Auditor competency management
│   └── Resource allocation planning
├── Audit Execution Management
│   ├── Audit preparation and logistics
│   ├── Audit team coordination
│   ├── Audit conduct and documentation
│   └── Audit report generation
├── Audit Follow-up and Closure
│   ├── Nonconformity management
│   ├── Corrective action verification
│   ├── Effectiveness assessment
│   └── Audit cycle completion
└── Audit Program Improvement
    ├── Audit performance analysis
    ├── Auditor feedback and development
    ├── Methodology enhancement
    └── Best practice implementation

2. Risk-Based Audit Planning (ISO 13485 Clause 8.2.2)

Develop strategic audit plans based on process criticality, risk assessment, and QMS performance data.

Risk-Based Audit Planning Process:

  1. QMS Risk Assessment for Auditing

    • Process risk evaluation and criticality analysis
    • Previous audit results and trend analysis
    • Regulatory requirement changes and impact
    • Decision Point: Determine audit frequency and scope based on risk level
  2. Audit Schedule Development

    • High-Risk Processes: Quarterly or semi-annual auditing
    • Medium-Risk Processes: Annual auditing with focused reviews
    • Low-Risk Processes: Extended cycle auditing with surveillance
    • Special Audits: Event-driven or complaint-triggered audits
  3. Audit Scope and Criteria Definition

    • ISO 13485 clause-specific auditing
    • Process-based audit scope definition
    • Regulatory requirement integration
    • Customer-specific requirement inclusion

3. Audit Execution and Methodology

Conduct systematic and effective audits using proven methodologies ensuring comprehensive QMS assessment.

Audit Execution Process:

  1. Audit Preparation

    • Generate Audit Checklist: Use scripts/audit_checklist_generator.py with audit scope and previous findings
    • Pre-audit Document Review: Follow scripts/audit-prep-checklist.py
    • Audit Plan Development: Scope, objectives, criteria, methods
    • Auditor Assignment: Competency matching and independence verification
    • Auditee Communication: Schedule, expectations, and logistics
  2. Audit Conduct

    • Opening Meeting: Audit introduction and expectation setting
    • Evidence Collection: Interviews, document review, observation
    • Finding Development: Nonconformity identification and classification
    • Closing Meeting: Audit summary and preliminary findings presentation
  3. Audit Documentation and Reporting

    • Audit Report Preparation: Findings, evidence, and recommendations
    • Nonconformity Documentation: Detailed description and requirements
    • Audit Summary: Executive summary and improvement opportunities
    • Report Distribution: Stakeholder communication and follow-up planning

4. Auditor Competency Management

Develop and maintain auditor competency ensuring effective audit execution and professional development.

Auditor Competency Framework:

AUDITOR COMPETENCY REQUIREMENTS
├── Technical Competency
│   ├── ISO 13485 standard knowledge
│   ├── Medical device industry understanding
│   ├── QMS process comprehension
│   └── Regulatory requirement familiarity
├── Audit Methodology Skills
│   ├── Audit planning and preparation
│   ├── Interview and communication techniques
│   ├── Evidence collection and analysis
│   └── Report writing and presentation
├── Personal Attributes
│   ├── Independence and objectivity
│   ├── Professional ethics and integrity
│   ├── Analytical and critical thinking
│   └── Continuous learning mindset
└── Industry-Specific Knowledge
    ├── Medical device regulations
    ├── Risk management principles
    ├── Design control requirements
    └── Post-market surveillance obligations

Advanced Audit Applications

Process-Based Auditing

Implement process-based audit methodologies ensuring comprehensive process evaluation and improvement identification.

Process-Based Audit Approach:

  1. Process Understanding and Mapping

    • Process flow analysis and documentation
    • Input-output relationship evaluation
    • Process performance metrics review
    • Process interaction assessment
  2. Process Audit Execution

    • Management Processes: Management review, resource management, communication
    • Core Processes: Design controls, purchasing, production, delivery
    • Support Processes: Document control, training, infrastructure, work environment
    • Monitoring Processes: Customer satisfaction, internal audit, product monitoring

External Audit Preparation and Coordination

Prepare organization for external audits including regulatory inspections and certification body assessments.

External Audit Preparation:

  1. Pre-audit Readiness Assessment

    • Internal audit completion and closure verification
    • Documentation review and compliance verification
    • Personnel training and role assignment
    • Mock Audit Execution: Full-scale external audit simulation
  2. External Audit Coordination

    • For Regulatory Inspections: Follow references/regulatory-inspection-guide.md
    • For Certification Body Audits: Follow references/certification-audit-guide.md
    • For Customer Audits: Follow references/customer-audit-guide.md
    • Audit logistics and resource coordination
  3. External Audit Support

    • Auditor escort and facility coordination
    • Documentation provision and explanation
    • Technical expert availability and consultation
    • Real-time issue resolution and escalation

Specialized Audit Areas

Conduct specialized audits addressing specific QMS areas and regulatory requirements.

Specialized Audit Types:

  • Design Control Audits: ISO 13485 Clause 7.3 comprehensive assessment
  • Risk Management Audits: ISO 14971 integration and effectiveness
  • Software Audits: IEC 62304 compliance and software lifecycle
  • Post-Market Surveillance Audits: Vigilance and feedback system effectiveness
  • Supplier Audits: Supply chain quality and risk management

Nonconformity and CAPA Integration

Nonconformity Identification and Classification

Systematically identify and classify nonconformities ensuring appropriate corrective action initiation.

Nonconformity Classification System:

  • Major Nonconformity: Systematic failure or absence of QMS requirements
  • Minor Nonconformity: Isolated incident or partial implementation failure
  • Observation: Improvement opportunity or potential future nonconformity
  • Best Practice: Exemplary implementation or innovation identification

CAPA Integration and Verification

Coordinate with CAPA processes ensuring effective corrective action implementation and verification.

CAPA Integration Process:

  1. CAPA Initiation: Audit finding translation to CAPA requirements
  2. Root Cause Analysis Support: Audit evidence provision and validation
  3. Corrective Action Verification: Implementation effectiveness assessment
  4. Follow-up Audit Planning: CAPA effectiveness verification auditing

Audit Performance and Continuous Improvement

Audit Program Performance Metrics

Monitor audit program effectiveness ensuring continuous improvement and value demonstration.

Audit Performance KPIs:

  • Audit Schedule Compliance: Planned vs. actual audit completion rates
  • Finding Quality: Finding accuracy, significance, and actionability
  • Auditor Performance: Competency assessments and feedback scores
  • CAPA Effectiveness: Corrective action success rates and recurrence prevention
  • Process Improvement: Audit-driven improvement identification and implementation

Audit Program Optimization

Continuously improve audit program effectiveness through methodology enhancement and best practice adoption.

Audit Program Improvement Framework:

  1. Audit Effectiveness Analysis

    • Audit finding trends and pattern analysis
    • Process improvement opportunity identification
    • Stakeholder feedback collection and analysis
    • Decision Point: Determine audit program modification needs
  2. Methodology Enhancement

    • Audit technique optimization and standardization
    • Technology integration and automation opportunities
    • Auditor training and development programs
    • Best practice sharing and knowledge management

Industry Benchmarking and Best Practices

Maintain awareness of industry audit best practices and regulatory expectations.

Benchmarking Activities:

  • Regulatory Guidance Monitoring: FDA, EU, and other authority audit expectations
  • Industry Standards Evolution: ISO 13485 updates and audit methodology changes
  • Professional Development: Auditor certification and continuing education
  • Peer Learning: Industry audit community participation and knowledge sharing

Resources

scripts/

  • audit_checklist_generator.py: ISO 13485:2016 comprehensive audit checklist generation with risk-based focus, previous finding follow-up, and clause coverage analysis
  • audit-schedule-optimizer.py: Risk-based audit planning and schedule optimization
  • audit-prep-checklist.py: Comprehensive audit preparation automation
  • nonconformity-tracker.py: Audit finding and CAPA integration management
  • audit-performance-analyzer.py: Audit program effectiveness monitoring

references/

  • iso13485-audit-guide.md: Complete ISO 13485 audit methodology and checklists
  • process-audit-procedures.md: Process-based audit execution frameworks
  • regulatory-inspection-guide.md: Regulatory audit preparation and response
  • certification-audit-guide.md: Certification body audit coordination
  • auditor-competency-framework.md: Auditor development and assessment criteria

assets/

  • audit-templates/: Audit plan, checklist, and report templates
  • audit-checklists/: ISO 13485 clause-specific audit checklists
  • training-materials/: Auditor training and competency development programs
  • nonconformity-forms/: Standardized nonconformity documentation templates

Quick Start: ISO 13485 Audit Checklist Generator

Overview

The audit_checklist_generator.py script generates comprehensive ISO 13485:2016 audit checklists with:

  • Complete clause coverage (Clauses 4-8)
  • Risk-based question prioritization
  • Previous finding follow-up tracking
  • Audit coverage metrics
  • Multiple output formats (text, JSON, CSV)

Basic Usage

Generate full audit checklist:

python scripts/audit_checklist_generator.py audit_scope.json

Generate with JSON output:

python scripts/audit_checklist_generator.py audit_scope.json --output json

Export to CSV file:

python scripts/audit_checklist_generator.py audit_scope.json -o csv -f audit_checklist.csv

Verbose mode with detailed information:

python scripts/audit_checklist_generator.py audit_scope.json -v

Input JSON Format

Create an audit scope file (e.g., audit_scope.json):

{
  "audit_scope": {
    "audit_type": "Internal Audit",
    "scope_description": "Full QMS Review - ISO 13485:2016",
    "organization": "Acme Medical Devices Inc.",
    "audit_date": "2025-11-15",
    "lead_auditor": "Jane Smith",
    "auditee_department": "Quality Management"
  },
  "focus_areas": ["7.3", "8.2", "8.5"],
  "risk_areas": ["Design Controls", "CAPA", "Complaint Handling"],
  "previous_findings": [
    {
      "finding_id": "F-2024-001",
      "clause": "7.3.4",
      "description": "Design review not conducted at all stages",
      "status": "OPEN",
      "car_number": "CAR-2024-015",
      "identified_date": "2024-10-15",
      "target_closure": "2024-12-15",
      "follow_up_required": true
    }
  ]
}

Configuration Options

focus_areas: List of ISO 13485 clauses to emphasize (e.g., ["7.3", "8.2"])

  • Filters checklist to include questions from specified clauses
  • Useful for targeted audits focusing on specific QMS areas

risk_areas: High-risk processes requiring extra attention

  • Questions related to risk areas are prioritized higher
  • Common risk areas: Design Controls, CAPA, Complaint Handling, Supplier Management

previous_findings: Array of findings from previous audits

  • Status options: OPEN, CLOSED, CAR, VERIFIED
  • Generates follow-up questions for OPEN and CAR findings
  • Tracks finding resolution and effectiveness verification

Output Formats

Text Output (Default)

  • Human-readable audit checklist
  • Organized by ISO 13485 clause
  • Includes coverage metrics and finding follow-ups
  • Provides audit report template
  • Best for: Printing, manual audit execution

JSON Output

  • Structured machine-readable format
  • Complete metadata and metrics
  • Programmatic processing support
  • API integration ready
  • Best for: Audit software integration, data analysis

CSV Output

  • Spreadsheet-compatible format
  • One question per row
  • Importable to Excel, Google Sheets
  • Customizable for tracking
  • Best for: Audit tracking, collaborative reviews

ISO 13485:2016 Clause Coverage

The generator creates questions for all major clauses:

Clause 4: Quality Management System (7 questions)

  • General requirements (4.1)
  • Documentation requirements (4.2)
  • Quality Manual, Document Control, Record Control

Clause 5: Management Responsibility (7 questions)

  • Management commitment (5.1)
  • Customer focus (5.2)
  • Quality policy and objectives (5.3-5.4)
  • Management review (5.6)

Clause 6: Resource Management (5 questions)

  • Provision of resources (6.1)
  • Human resources and training (6.2)
  • Infrastructure and work environment (6.3-6.4)

Clause 7: Product Realization (20 questions)

  • Planning (7.1)
  • Customer requirements (7.2)
  • Design and development controls (7.3) - 10 detailed questions
  • Purchasing (7.4)
  • Production and service provision (7.5)
  • Control of monitoring equipment (7.6)

Clause 8: Measurement, Analysis, Improvement (13 questions)

  • Monitoring and measurement (8.1-8.2)
  • Customer feedback and complaints (8.2.1-8.2.2)
  • Regulatory reporting (8.2.3)
  • Internal audit (8.2.4)
  • Nonconforming product control (8.3)
  • Data analysis and CAPA (8.4-8.5)

Risk-Based Prioritization

Questions are automatically prioritized by risk level:

CRITICAL - Core QMS requirements, regulatory compliance

  • Design controls (7.3.x)
  • CAPA system (8.5.2)
  • Complaint handling (8.2.2)
  • Regulatory reporting (8.2.3)
  • Record control (4.2.5)

HIGH - Important processes affecting product quality

  • Process monitoring (8.2.5)
  • Training effectiveness (6.2)
  • Supplier controls (7.4.x)
  • Infrastructure management (6.3)

MEDIUM - Supporting processes and documentation

  • Quality policy (5.3)
  • Installation activities (7.5.3)

LOW - Administrative and routine processes

  • General documentation

Previous Finding Follow-Up

For each OPEN or CAR finding, the generator creates:

Follow-up Questions:

  1. Has root cause been identified?
  2. What corrective actions have been implemented?
  3. Has effectiveness been verified?
  4. Are similar issues present elsewhere?

Required Evidence:

  • CAPA records
  • Root cause analysis documentation
  • Implementation evidence
  • Effectiveness verification results

Coverage Metrics

The output includes comprehensive metrics:

Total Coverage

  • Total questions generated
  • Critical vs. high-risk distribution
  • Questions by clause

Clause Coverage Percentage

  • Calculated against expected minimum questions
  • Identifies under-audited areas
  • Ensures comprehensive QMS assessment

Example Output:

Clause Coverage:
  Clause_4: 85.7%
  Clause_5: 100.0%
  Clause_6: 80.0%
  Clause_7: 90.0%
  Clause_8: 92.3%

Workflow Integration

Step 1: Define Audit Scope

# Create audit_scope.json with audit details
# Include focus areas and previous findings

Step 2: Generate Checklist

python scripts/audit_checklist_generator.py audit_scope.json -o text -f checklist.txt

Step 3: Review and Customize

# Review generated checklist
# Add organization-specific questions
# Customize evidence requirements

Step 4: Conduct Audit

# Use checklist during audit execution
# Document findings directly on checklist
# Note conformities and nonconformities

Step 5: Export Results

# Export findings to CSV for tracking
python scripts/audit_checklist_generator.py audit_scope.json -o csv -f findings.csv

Best Practices

Audit Planning

  • Run generator 2 weeks before audit
  • Review and customize questions for organization context
  • Share checklist with audit team for preparation
  • Update previous findings before generation

Focus Areas

  • Limit focus areas to 3-5 clauses for targeted audits
  • Use full checklist for certification/surveillance audits
  • Prioritize clauses with recent quality issues
  • Include clauses with regulatory updates

Risk Areas

  • Update risk areas based on management review
  • Include processes with high customer complaints
  • Add areas with frequent nonconformities
  • Consider regulatory inspection history

Previous Findings

  • Update finding status before each audit
  • Close verified findings to reduce follow-up load
  • Track CAR numbers for traceability
  • Document root causes in finding descriptions

Output Format Selection

  • Text: Manual audits, paper-based systems
  • JSON: Integration with audit management software
  • CSV: Tracking findings in spreadsheets, collaborative tools

Sample Files

Sample audit scope:

scripts/sample_audit_scope.json

Generate sample checklist:

python scripts/audit_checklist_generator.py scripts/sample_audit_scope.json

Troubleshooting

Error: Input file not found

  • Verify JSON file path is correct
  • Use absolute path if relative path fails

Error: Invalid JSON format

  • Validate JSON syntax using online validator
  • Check for missing commas, brackets, quotes
  • Ensure proper string escaping

Low clause coverage percentage

  • Check if focus_areas limits questions too much
  • Remove or expand focus_areas for full coverage
  • Verify expected coverage thresholds in metrics

No previous finding follow-ups

  • Ensure findings have status "OPEN" or "CAR"
  • Set follow_up_required: true in finding data
  • Check finding clause matches audit scope

Advanced Usage

Targeted Design Control Audit:

{
  "audit_scope": {"audit_type": "Design Control Audit"},
  "focus_areas": ["7.3"],
  "risk_areas": ["Design Controls", "Design Validation"]
}

CAPA System Effectiveness Audit:

{
  "audit_scope": {"audit_type": "CAPA Audit"},
  "focus_areas": ["8.5"],
  "previous_findings": [/* all open CAPA findings */]
}

Pre-Certification Audit:

{
  "audit_scope": {"audit_type": "Pre-Certification Audit"},
  "focus_areas": [],  // Full coverage
  "risk_areas": ["Design Controls", "CAPA", "Complaint Handling", "Regulatory Reporting"]
}

For complete script documentation, run:

python scripts/audit_checklist_generator.py --help