Skip to content
risk-management-specialist logo

Senior Risk Management Specialist

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 ver...

SKILL.md

Full skill instructions

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:

  1. 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
  2. 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
  3. 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:

  1. Inherent Safety by Design

    • Design modifications eliminating hazards
    • Fail-safe design implementation
    • Redundancy and diversity application
    • Human factors engineering integration
  2. Protective Measures in the Medical Device

    • Alarms and alert systems
    • Automatic shut-off mechanisms
    • Physical barriers and shields
    • Software safety functions
  3. 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:

  1. 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
  2. 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 documentation
  • risk-matrix-calculator.py: Risk estimation and evaluation automation
  • risk-control-tracker.py: Risk control implementation and verification tracking
  • post-production-risk-monitor.py: Post-market risk information analysis

references/

  • iso14971-implementation-guide.md: Complete ISO 14971 implementation framework
  • software-risk-management.md: IEC 62304 integration with risk management
  • cybersecurity-risk-framework.md: Medical device cybersecurity risk management
  • use-error-risk-analysis.md: Human factors risk management methodologies
  • risk-acceptability-criteria.md: Risk acceptability frameworks and examples

assets/

  • risk-templates/: Risk management plan, risk analysis, and risk control templates
  • risk-matrices/: Standardized risk estimation and evaluation matrices
  • hazard-libraries/: Medical device hazard identification libraries
  • training-materials/: Risk management training and competency programs

More skills from Dicklesworthstone

environment-setup-guide logo
Dicklesworthstone/pi_agent_rust

environment-setup-guide

Guide developers through setting up development environments with proper tools, dependencies, and configurations

1.8K 0
View
exa-policy-guardrails logo
Dicklesworthstone/pi_agent_rust

exa-policy-guardrails

Implement Exa lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Exa integrations, implementing pre-commit hooks, or configuring CI policy checks for Exa best practices. Trigger with phrases like "exa policy", "exa lint", "exa guardrails", "exa be...

1.8K 0
View
documenso-ci-integration logo
Dicklesworthstone/pi_agent_rust

documenso-ci-integration

Configure CI/CD pipelines for Documenso integrations. Use when setting up automated testing, deployment pipelines, or continuous integration for Documenso projects. Trigger with phrases like "documenso CI", "documenso GitHub Actions", "documenso pipeline", "documenso automated testing".

1.8K 0
View
openrouter-model-availability logo
Dicklesworthstone/pi_agent_rust

openrouter-model-availability

Build check model availability and implement fallback chains. Use when building resilient systems or handling model outages. Trigger with phrases like 'openrouter availability', 'openrouter fallback', 'openrouter model down', 'openrouter health check'.

1.8K 0
View
langfuse-enterprise-rbac logo
Dicklesworthstone/pi_agent_rust

langfuse-enterprise-rbac

Configure Langfuse enterprise organization management and access control. Use when implementing team access controls, configuring organization settings, or setting up role-based permissions for Langfuse projects. Trigger with phrases like "langfuse RBAC", "langfuse teams", "langfuse organization"...

1.8K 0
View
cursor-compliance-audit logo
Dicklesworthstone/pi_agent_rust

cursor-compliance-audit

Execute compliance and security auditing for Cursor usage. Triggers on "cursor compliance", "cursor audit", "cursor security review", "cursor soc2", "cursor gdpr". Use when analyzing or auditing cursor compliance audit. Trigger with phrases like "cursor compliance audit", "cursor audit", "cursor".

1.8K 0
View
apollo-ci-integration logo
Dicklesworthstone/pi_agent_rust

apollo-ci-integration

Configure Apollo.io CI/CD integration. Use when setting up automated testing, continuous integration, or deployment pipelines for Apollo integrations. Trigger with phrases like "apollo ci", "apollo github actions", "apollo pipeline", "apollo ci/cd", "apollo automated tests".

1.8K 0
View
python-script logo
Dicklesworthstone/pi_agent_rust

python-script

Create robust Python automation with full logging and safety checks. Use when tasks need complex data processing, authenticated API work, conditional file operations, or error handling beyond simple shell commands.

1.8K 0
View
posthog-multi-env-setup logo
Dicklesworthstone/pi_agent_rust

posthog-multi-env-setup

Configure PostHog across development, staging, and production environments. Use when setting up multi-environment deployments, configuring per-environment secrets, or implementing environment-specific PostHog configurations. Trigger with phrases like "posthog environments", "posthog staging", "po...

1.8K 0
View
ai-agents-architect logo
Dicklesworthstone/pi_agent_rust

ai-agents-architect

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling.

1.8K 0
View
insecure-deserialization-checker logo
Dicklesworthstone/pi_agent_rust

insecure-deserialization-checker

Validate insecure deserialization checker operations. Auto-activating skill for Security Fundamentals. Triggers on: insecure deserialization checker, insecure deserialization checker Part of the Security Fundamentals skill category. Use when working with insecure deserialization checker functiona...

1.8K 0
View
path-traversal-finder logo
Dicklesworthstone/pi_agent_rust

path-traversal-finder

Manage path traversal finder operations. Auto-activating skill for Security Fundamentals. Triggers on: path traversal finder, path traversal finder Part of the Security Fundamentals skill category. Use when working with path traversal finder functionality. Trigger with phrases like "path traversa...

1.8K 0
View

Popular AI tools

Kaiber logo
Video

Kaiber

Generate, edit, and beat-sync AI video with leading models in one workspace.

Paid
View
Vimcal logo
Productivity

Vimcal

The world's fastest calendar for remote work

Free
View

Transform Your Design with AI Designer by ImgCreator.ai

Freemium
View
Akool AI logo
Content & writing

Akool AI

Revolutionizing Video Production with AI-Powered Creativity

Paid
View

Extend an image past the frame and let AI fill the new aspect ratio.

Freemium
View
StarByFace logo
Security

StarByFace

Discover your celebrity doppelgänger with StarByFace!

Free
View
C

ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.

Freemium
View
Opus Clip logo
Coding & apps

Opus Clip

Opus.ai: Revolutionize Your Web Experience

Free
View