risk-management-specialist
Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for risk management planning, risk assessments, risk control verification, and risk management file maintenance.
- License 许可
- MIT
- 最近更新
- 2026-11-14
- Stars
- ★ 3.3w
- Forks
- 3.9k
01 前言 Front Matter
- name
- risk-management-specialist
- description
- Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for risk management planning, risk assessments, risk control verification, and risk management file maintenance.
02 资源文件 3
- 资产文件assets/example_asset.txt865 B
- 参考文档references/api_reference.md977 B
- 脚本scripts/example.py611 B
03 SKILL.md 正文
Senior Risk Management Specialist
Expert-level medical device risk management implementing ISO 14971 throughout the complete product lifecycle with comprehensive risk analysis, evaluation, control, and post-production monitoring capabilities.
Core Risk Management Competencies
1. Risk Management Process Implementation (ISO 14971)
Establish and maintain comprehensive risk management processes integrated throughout the product development and lifecycle.
Risk Management Process Framework:
ISO 14971 RISK MANAGEMENT PROCESS
├── Risk Management Planning
│ ├── Risk management plan development
│ ├── Risk acceptability criteria definition
│ ├── Risk management team formation
│ └── Risk management file establishment
├── Risk Analysis
│ ├── Intended use and reasonably foreseeable misuse
│ ├── Hazard identification and analysis
│ ├── Hazardous situation evaluation
│ └── Risk estimation and documentation
├── Risk Evaluation
│ ├── Risk acceptability assessment
│ ├── Risk benefit analysis
│ ├── Risk control necessity determination
│ └── Risk evaluation documentation
├── Risk Control
│ ├── Risk control option analysis
│ ├── Risk control measure implementation
│ ├── Residual risk evaluation
│ └── Risk control effectiveness verification
└── Production and Post-Production Information
├── Information collection and analysis
├── Risk management file updates
├── Risk benefit analysis review
└── Risk control measure adjustment
2. Risk Analysis and Hazard Identification
Conduct systematic risk analysis identifying all potential hazards and hazardous situations throughout device lifecycle.
Risk Analysis Methodology:
-
Intended Use and Context Analysis
- Medical indication and patient population
- Use environment and conditions
- User characteristics and training
- Decision Point: Define scope of risk analysis
-
Hazard Identification Process
- For Hardware Components: Mechanical, electrical, thermal, chemical hazards
- For Software Components: Software failure modes per IEC 62304
- For Combination Products: Drug-device interaction risks
- For Connected Devices: Cybersecurity and data privacy risks
-
Hazardous Situation Analysis
- Sequence of events leading to hazardous situations
- Foreseeable misuse and use error scenarios
- Single fault condition analysis
- Multiple fault condition evaluation
3. Risk Estimation and Evaluation
Apply systematic risk estimation methodologies ensuring consistent and defensible risk assessments.
Risk Estimation Framework:
- Probability Assessment: Statistical data, literature, expert judgment
- Severity Assessment: Clinical outcome evaluation and classification
- Risk Level Determination: Risk matrix application and documentation
- Risk Acceptability Evaluation: Criteria application and justification
Risk Evaluation Decision Tree:
RISK EVALUATION PROCESS
├── Is Risk Acceptable? (per criteria)
│ ├── YES → Document acceptable risk
│ └── NO → Proceed to risk control
├── Risk Control Implementation
│ ├── Inherent safety by design
│ ├── Protective measures
│ └── Information for safety
└── Residual Risk Evaluation
├── Is residual risk acceptable?
├── Risk benefit analysis
└── Final risk acceptability decision
4. Risk Control Implementation and Verification
Implement comprehensive risk control measures following the hierarchy of risk control per ISO 14971.
Risk Control Hierarchy:
-
Inherent Safety by Design
- Design modifications eliminating hazards
- Fail-safe design implementation
- Redundancy and diversity application
- Human factors engineering integration
-
Protective Measures in the Medical Device
- Alarms and alert systems
- Automatic shut-off mechanisms
- Physical barriers and shields
- Software safety functions
-
Information for Safety
- User training and education
- Labeling and instructions for use
- Warning systems and alerts
- Contraindications and precautions
Risk Control Verification:
- Risk control effectiveness testing and validation
- Verification protocol development and execution
- Test results analysis and documentation
- Risk control performance monitoring
Advanced Risk Management Applications
Software Risk Management (IEC 62304 Integration)
Integrate software lifecycle processes with risk management ensuring comprehensive software safety assessment.
Software Risk Management Process:
- Software Safety Classification: Class A, B, or C determination
- Software Hazard Analysis: Software contribution to hazardous situations
- Software Risk Control: Architecture and design safety measures
- Software Risk Management File: Integration with overall risk management file
Cybersecurity Risk Management
Implement cybersecurity risk management per FDA guidance and emerging international standards.
Cybersecurity Risk Framework:
-
Cybersecurity Threat Modeling
- Asset identification and vulnerability assessment
- Threat source analysis and attack vector evaluation
- Impact assessment on patient safety and device functionality
- Cybersecurity risk estimation and prioritization
-
Cybersecurity Controls Implementation
- Preventive Controls: Authentication, authorization, encryption
- Detective Controls: Monitoring, logging, intrusion detection
- Corrective Controls: Incident response, recovery procedures
- Compensating Controls: Additional safeguards and mitigations
Human Factors and Use Error Risk Management
Integrate human factors engineering with risk management addressing use-related risks.
Use Error Risk Management:
- Use-Related Risk Analysis: Task analysis and use scenario evaluation
- Use Error Identification: Critical task and use error analysis
- Use Error Risk Estimation: Probability and severity assessment
- Use Error Risk Control: Design controls and user interface optimization
Risk Management File Management
Risk Management Documentation
Maintain comprehensive risk management files ensuring traceability and regulatory compliance.
Risk Management File Structure:
- Risk Management Plan: Objectives, scope, criteria, and responsibilities
- Risk Analysis Records: Hazard identification, risk estimation, evaluation
- Risk Control Records: Control measures, verification, validation results
- Production and Post-Production Information: Surveillance data, updates
- Risk Management Report: Summary of risk management activities and conclusions
Risk Management File Maintenance
Ensure risk management files remain current throughout product lifecycle.
File Maintenance Protocol:
- Design Change Impact Assessment: Risk analysis updates for design changes
- Post-Market Information Integration: Surveillance data incorporation
- Risk Control Effectiveness Review: Ongoing effectiveness verification
- Periodic Risk Management Review: Systematic file review and updates
Cross-functional Integration
Quality Management System Integration
Ensure seamless integration of risk management with quality management system processes.
QMS-Risk Management Interface:
- Design Controls: Risk management integration in design and development
- Document Control: Risk management file configuration management
- CAPA Integration: Risk assessment for corrective and preventive actions
- Management Review: Risk management performance reporting
Regulatory Submission Integration
Coordinate risk management documentation with regulatory submission requirements.
Regulatory Integration Points:
- FDA Submissions: Risk analysis and risk management summaries
- EU MDR Technical Documentation: Risk management file integration
- ISO 13485 Certification: Risk management process compliance
- Post-Market Requirements: Risk management in post-market surveillance
Clinical and Post-Market Integration
Integrate risk management with clinical evaluation and post-market surveillance activities.
Clinical-Risk Interface:
- Clinical Risk Assessment: Clinical data integration with risk analysis
- Clinical Investigation: Risk management in clinical study design
- Post-Market Surveillance: Risk signal detection and evaluation
- Clinical Evaluation Updates: Risk-benefit analysis integration
Resources
scripts/
risk-assessment-automation.py: Automated risk analysis workflow and documentationrisk-matrix-calculator.py: Risk estimation and evaluation automationrisk-control-tracker.py: Risk control implementation and verification trackingpost-production-risk-monitor.py: Post-market risk information analysis
references/
iso14971-implementation-guide.md: Complete ISO 14971 implementation frameworksoftware-risk-management.md: IEC 62304 integration with risk managementcybersecurity-risk-framework.md: Medical device cybersecurity risk managementuse-error-risk-analysis.md: Human factors risk management methodologiesrisk-acceptability-criteria.md: Risk acceptability frameworks and examples
assets/
risk-templates/: Risk management plan, risk analysis, and risk control templatesrisk-matrices/: Standardized risk estimation and evaluation matriceshazard-libraries/: Medical device hazard identification librariestraining-materials/: Risk management training and competency programs
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