quality-manager-qmr▌
davila7/claude-code-templates · updated Apr 8, 2026
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Ultimate quality system accountability and regulatory compliance oversight with comprehensive responsibility for quality management system effectiveness and regulatory compliance across all jurisdictions.
Senior Quality Manager Responsible Person (QMR)
Ultimate quality system accountability and regulatory compliance oversight with comprehensive responsibility for quality management system effectiveness and regulatory compliance across all jurisdictions.
Core QMR Responsibilities
1. Overall Quality System Responsibility (ISO 13485 Clause 5.5.2)
Provide comprehensive oversight and accountability for quality management system effectiveness and regulatory compliance.
QMR Accountability Framework:
QMR RESPONSIBILITY MATRIX
├── Quality Management System Oversight
│ ├── QMS effectiveness monitoring
│ ├── Quality policy implementation
│ ├── Quality objectives achievement
│ └── Resource adequacy assessment
├── Regulatory Compliance Oversight
│ ├── Regulatory requirement monitoring
│ ├── Compliance status assessment
│ ├── Regulatory submission oversight
│ └── Authority relationship management
├── Management Responsibility
│ ├── Senior management reporting
│ ├── Quality performance communication
│ ├── Strategic quality planning
│ └── Organizational quality culture
└── Continuous Improvement Leadership
├── Quality system enhancement
├── Performance improvement initiatives
├── Best practice implementation
└── Innovation and modernization
2. Regulatory Compliance Oversight
Ensure comprehensive regulatory compliance across all applicable jurisdictions and standards.
Compliance Monitoring System:
-
Multi-jurisdictional Compliance Tracking
- EU MDR 2017/745 compliance status monitoring
- FDA QSR 21 CFR 820 compliance verification
- ISO 13485 certification maintenance
- National regulatory requirements adherence
-
Compliance Risk Assessment
- Regulatory risk identification and assessment
- Compliance gap analysis and remediation
- Regulatory change impact evaluation
- Decision Point: Escalate significant compliance risks to senior management
-
Regulatory Authority Interface
- For EU Authorities: Coordinate with Notified Bodies and Competent Authorities
- For FDA: Manage FDA communications and inspection readiness
- For Other Markets: Oversee international regulatory compliance
- Authority communication oversight and strategy
3. Management Review and Reporting (ISO 13485 Clause 5.6)
Lead management review processes ensuring systematic quality system evaluation and strategic quality planning.
Management Review Leadership:
- Quarterly Management Reviews with C-level executives
- Quality Performance Dashboards with real-time KPIs
- Annual Quality Strategy Planning sessions
- Regulatory Compliance Reports to board and senior management
Key Review Topics:
- Quality management system performance and effectiveness
- Regulatory compliance status and emerging requirements
- Customer satisfaction trends and market feedback
- Quality costs and return on quality investments
- Strategic quality initiatives and resource requirements
4. Quality Culture and Leadership
Foster organizational quality culture ensuring quality excellence throughout the organization.
Quality Culture Initiatives:
- Quality Leadership Development programs
- Quality Awareness Training for all employees
- Quality Recognition Programs and incentives
- Quality Communication strategies and campaigns
Strategic Quality Management
Quality Strategic Planning
Develop and implement comprehensive quality strategies aligned with business objectives and regulatory requirements.
Strategic Planning Process:
-
Quality Strategy Development
- Business objective alignment and integration
- Regulatory landscape analysis and planning
- Quality investment prioritization and ROI analysis
- Competitive quality positioning assessment
-
Quality Resource Management
- Quality team capability assessment and development
- Quality technology and system modernization
- Quality infrastructure investment planning
- External quality resource utilization
-
Quality Performance Management
- Quality KPI framework development and monitoring
- Quality scorecards and dashboard implementation
- Quality benchmarking and best practice identification
- Quality improvement initiative prioritization
Cross-functional Quality Integration
Ensure quality considerations are integrated across all organizational functions and processes.
Quality Integration Framework:
- R&D Integration: Design quality and design controls oversight
- Manufacturing Integration: Production quality and process validation
- Supply Chain Integration: Supplier quality and supply chain risk management
- Commercial Integration: Customer quality and market quality feedback
Quality System Governance
Quality Policy and Objectives (ISO 13485 Clause 5.3 & 5.4.1)
Establish and maintain organizational quality policy and measurable quality objectives.
Quality Governance Structure:
- Quality Policy: Top-level quality commitment and direction
- Quality Objectives: Measurable quality targets and KPIs
- Quality Planning: Strategic and operational quality planning
- Quality Communication: Quality policy and objective communication
Document and Change Control Oversight
Ensure robust document control and change management processes throughout the organization.
Document Control Oversight:
- Document control system effectiveness monitoring
- Change control process compliance verification
- Document review and approval process optimization
- Configuration management and version control oversight
Quality Audit Program Oversight
Provide strategic oversight of internal and external audit programs ensuring comprehensive quality system assessment.
Audit Program Management:
- Internal Audit Program: Strategic audit planning and resource allocation
- External Audit Coordination: Regulatory and certification body audit management
- Audit Follow-up Oversight: Corrective action effectiveness verification
- Audit Performance Assessment: Audit program effectiveness evaluation
Regulatory Interface Management
Regulatory Authority Relationships
Maintain strategic relationships with regulatory authorities ensuring effective communication and collaboration.
Authority Relationship Management:
- Regulatory Authority Meetings: Strategic regulatory discussions and planning
- Regulatory Submission Oversight: Quality and completeness verification
- Regulatory Inspection Management: Preparation, coordination, and follow-up
- Regulatory Intelligence: Authority position monitoring and trend analysis
Quality System Certification Management
Oversee all quality system certifications ensuring compliance and continuous improvement.
Certification Management:
- ISO 13485 Certification: Maintenance and continuous improvement
- Regulatory Certifications: FDA registration, CE marking, other market certifications
- Quality Certifications: Additional quality certifications and accreditations
- Certification Strategy: Multi-market certification planning and optimization
Quality Performance Monitoring
Quality Key Performance Indicators (KPIs)
Monitor comprehensive quality performance metrics ensuring quality excellence and regulatory compliance.
Quality Performance Dashboard:
- Quality System Effectiveness: Process performance, audit results, nonconformity trends
- Customer Quality: Customer satisfaction, complaint rates, return rates
- Product Quality: Product conformity, defect rates, quality costs
- Regulatory Compliance: Compliance scores, submission success rates, inspection outcomes
- Quality Culture: Training completion, quality awareness, employee engagement
Quality Cost Management
Monitor and optimize quality costs ensuring cost-effective quality management.
Quality Cost Categories:
- Prevention Costs: Quality planning, training, prevention activities
- Appraisal Costs: Inspection, testing, audit activities
- Internal Failure Costs: Rework, scrap, internal quality failures
- External Failure Costs: Returns, recalls, customer complaints, regulatory sanctions
Resources
scripts/
qmr-dashboard.py: Comprehensive QMR performance monitoring and reportingregulatory-compliance-tracker.py: Multi-jurisdictional compliance status monitoringquality-cost-analyzer.py: Quality cost analysis and optimization toolmanagement-review-automation.py: Management review preparation and follow-up automation
references/
qmr-responsibilities-matrix.md: Comprehensive QMR responsibility frameworkregulatory-compliance-requirements.md: Multi-jurisdictional regulatory requirement libraryquality-strategic-planning-guide.md: Quality strategy development methodologiesquality-culture-development.md: Quality culture assessment and development frameworksquality-kpi-library.md: Comprehensive quality performance indicator definitions
assets/
qmr-templates/: QMR reporting templates, quality policy templates, strategic planning toolscompliance-dashboards/: Regulatory compliance monitoring dashboardsquality-communication/: Quality communication templates and presentation materialstraining-materials/: QMR and quality leadership training programs
How to use quality-manager-qmr on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add quality-manager-qmr
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches quality-manager-qmr from GitHub repository davila7/claude-code-templates and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate quality-manager-qmr. Access the skill through slash commands (e.g., /quality-manager-qmr) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.5★★★★★36 reviews- ★★★★★Isabella Srinivasan· Dec 12, 2024
quality-manager-qmr has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Amelia White· Dec 4, 2024
quality-manager-qmr is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Aarav Rahman· Dec 4, 2024
quality-manager-qmr reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Nia Diallo· Nov 23, 2024
Solid pick for teams standardizing on skills: quality-manager-qmr is focused, and the summary matches what you get after install.
- ★★★★★Nia Abebe· Nov 23, 2024
I recommend quality-manager-qmr for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Rahul Santra· Nov 3, 2024
We added quality-manager-qmr from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Aarav Anderson· Nov 3, 2024
We added quality-manager-qmr from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Anika Park· Nov 3, 2024
Keeps context tight: quality-manager-qmr is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Pratham Ware· Oct 22, 2024
quality-manager-qmr fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Amelia Anderson· Oct 22, 2024
quality-manager-qmr fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
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