
Quality Manager Qmr
- 43 installs
- 51 repo stars
- Updated November 25, 2025
- ovachiever/droid-tings
Helps with ai & agent building tasks during AI-assisted development.
About
quality-manager-qmr is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.
- quality-manager-qmr
- AI & Agent Building
- AI-coding skill
Quality Manager Qmr by the numbers
- 43 all-time installs (skills.sh)
- Ranked #7,884 of 16,556 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Jul 27, 2026 (Skillselion catalog sync)
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| Installs | 43 |
|---|---|
| repo stars | ★ 51 |
| Last updated | November 25, 2025 |
| Repository | ovachiever/droid-tings ↗ |
What it does
Helps with ai & agent building tasks during AI-assisted development.
Files
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 modernization2. Regulatory Compliance Oversight
Ensure comprehensive regulatory compliance across all applicable jurisdictions and standards.
Compliance Monitoring System: 1. 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
2. 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
3. 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: 1. Quality Strategy Development
- Business objective alignment and integration
- Regulatory landscape analysis and planning
- Quality investment prioritization and ROI analysis
- Competitive quality positioning assessment
2. Quality Resource Management
- Quality team capability assessment and development
- Quality technology and system modernization
- Quality infrastructure investment planning
- External quality resource utilization
3. 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
# Example Asset File
This placeholder represents where asset files would be stored.
Replace with actual asset files (templates, images, fonts, etc.) or delete if not needed.
Asset files are NOT intended to be loaded into context, but rather used within
the output Claude produces.
Example asset files from other skills:
- Brand guidelines: logo.png, slides_template.pptx
- Frontend builder: hello-world/ directory with HTML/React boilerplate
- Typography: custom-font.ttf, font-family.woff2
- Data: sample_data.csv, test_dataset.json
## Common Asset Types
- Templates: .pptx, .docx, boilerplate directories
- Images: .png, .jpg, .svg, .gif
- Fonts: .ttf, .otf, .woff, .woff2
- Boilerplate code: Project directories, starter files
- Icons: .ico, .svg
- Data files: .csv, .json, .xml, .yaml
Note: This is a text placeholder. Actual assets can be any file type.
Reference Documentation for Quality Manager Qmr
This is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
Example real reference docs from other skills:
- product-management/references/communication.md - Comprehensive guide for status updates
- product-management/references/context_building.md - Deep-dive on gathering context
- bigquery/references/ - API references and query examples
When Reference Docs Are Useful
Reference docs are ideal for:
- Comprehensive API documentation
- Detailed workflow guides
- Complex multi-step processes
- Information too lengthy for main SKILL.md
- Content that's only needed for specific use cases
Structure Suggestions
API Reference Example
- Overview
- Authentication
- Endpoints with examples
- Error codes
- Rate limits
Workflow Guide Example
- Prerequisites
- Step-by-step instructions
- Common patterns
- Troubleshooting
- Best practices
#!/usr/bin/env python3
"""
Example helper script for quality-manager-qmr
This is a placeholder script that can be executed directly.
Replace with actual implementation or delete if not needed.
Example real scripts from other skills:
- pdf/scripts/fill_fillable_fields.py - Fills PDF form fields
- pdf/scripts/convert_pdf_to_images.py - Converts PDF pages to images
"""
def main():
print("This is an example script for quality-manager-qmr")
# TODO: Add actual script logic here
# This could be data processing, file conversion, API calls, etc.
if __name__ == "__main__":
main()