quality-manager-qmr
Originally fromalirezarezvani/claude-skills
SKILL.md
Senior Quality Manager Responsible Person (QMR)
Quality system accountability, management review leadership, and regulatory compliance oversight per ISO 13485 Clause 5.5.2 requirements.
QMR Responsibilities
ISO 13485 Clause 5.5.2 Requirements
| Responsibility | Scope | Evidence |
|---|---|---|
| QMS effectiveness | Monitor system performance and suitability | Management review records |
| Reporting to management | Communicate QMS performance to top management | Quality reports, dashboards |
| Quality awareness | Promote regulatory and quality requirements | Training records, communications |
| Liaison with external parties | Interface with regulators, Notified Bodies | Meeting records, correspondence |
QMR Accountability Matrix
| Domain | Accountable For | Reports To | Frequency |
|---|---|---|---|
| Quality Policy | Policy adequacy and communication | CEO/Board | Annual review |
| Quality Objectives | Objective achievement and relevance | Executive Team | Quarterly |
| QMS Performance | System effectiveness metrics | Management | Monthly |
| Regulatory Compliance | Compliance status across jurisdictions | CEO | Quarterly |
| Audit Program | Audit schedule completion, findings closure | Management | Per audit |
| CAPA Oversight | CAPA effectiveness and timeliness | Executive Team | Monthly |
Authority Boundaries
| Decision Type | QMR Authority | Escalation Required |
|---|---|---|
| Process changes within QMS | Approve with owner | Major process redesign |
| Document approval | Final QA approval | Policy-level changes |
| Nonconformity disposition | Accept/reject with MRB | Product release decisions |
| Supplier quality actions | Quality holds, audits | Supplier termination |
| Audit scheduling | Adjust internal audit schedule | External audit timing |
| Training requirements | Define quality training needs | Organization-wide training budget |
Management Review Workflow
The agent conducts management reviews per ISO 13485 Clause 5.6 requirements.
Workflow: Prepare and Execute Management Review
- Schedule management review -- minimum annually per ISO 13485; quarterly or semi-annual cadence recommended for active QMS.
- Notify required attendees minimum 2 weeks prior -- CEO/GM, department heads, RA Manager, Production Manager, Customer Quality lead.
- Collect required inputs from process owners:
- Audit results (internal and external)
- Customer feedback (complaints, satisfaction, returns)
- Process performance and product conformity
- CAPA status and effectiveness
- Previous review action items
- Changes affecting QMS (regulatory, organizational)
- Recommendations for improvement
- Compile input summary report with trend analysis covering the review period.
- Prepare presentation materials with supporting data and visualizations.
- Distribute agenda and input package 1 week prior to the meeting.
- Conduct review meeting per agenda -- ensure all required inputs are discussed.
- Validation checkpoint: All ISO 13485 Clause 5.6.2 inputs reviewed; decisions documented with owners and due dates; outputs satisfy Clause 5.6.3 requirements.
Example: Management Review Input Summary
MANAGEMENT REVIEW INPUT SUMMARY
Review Period: 2025-Q3 to 2025-Q4
Review Date: 2026-01-20
Prepared By: J. Mueller, QMR
1. AUDIT RESULTS
Internal audits completed: 4 of 4 planned
External audits completed: 1 (Notified Body surveillance)
Total findings: 0 major / 3 minor
Open findings: 1 (ISMS-2025-012, due 2026-02-15)
Trend: Minor findings decreased 40% YoY
2. CUSTOMER FEEDBACK
Complaints received: 12
Complaint rate: 0.08 per 1000 units (target: <0.1)
Customer satisfaction score: 4.2/5.0 (target: >4.0)
Returns: 3 units (0.02%)
Top issues: Labeling clarity (5), packaging damage (3)
3. CAPA STATUS
Open CAPAs: 6
Overdue: 0
Effectiveness rate: 91% (target: >85%)
Average age: 42 days
4. PREVIOUS ACTIONS
Total from last review: 8
Completed: 7 | In progress: 1 | Overdue: 0
RECOMMENDED OUTPUTS:
- Approve updated quality objectives for 2026
- Allocate 0.5 FTE for labeling improvement project
- Schedule supplier re-qualification for packaging vendor
Management Review Output Requirements
| Output | Documentation | Owner |
|---|---|---|
| QMS improvement decisions | Action items with due dates | Assigned per item |
| Resource needs | Resource plan updates | Department heads |
| Quality objectives changes | Updated objectives document | QMR |
| Process improvement needs | Improvement project charters | Process owners |
See: references/management-review-guide.md
Quality KPI Management Workflow
The agent establishes, monitors, and reports quality performance indicators.
Workflow: Establish Quality KPI Framework
- Identify quality objectives requiring measurement -- align each KPI to a specific objective.
- Select KPIs per objective using SMART criteria: Specific (clear calculation), Measurable (quantifiable), Actionable (team can influence), Relevant (aligned to objectives), Time-bound (defined frequency).
- Define target values based on baseline data and industry benchmarks.
- Assign data source and collection responsibility for each KPI.
- Establish reporting frequency per KPI category (see table below).
- Configure dashboard displays and trend analysis views.
- Define escalation thresholds and alert triggers for each KPI.
- Validation checkpoint: Each KPI has an assigned owner, measurable target, identified data source, and documented escalation criteria.
Core Quality KPIs
| Category | KPI | Target | Calculation |
|---|---|---|---|
| Process | First Pass Yield | >95% | (Units passed first time / Total units) x 100 |
| Process | Nonconformance Rate | <1% | (NC count / Total units) x 100 |
| CAPA | CAPA Closure Rate | >90% | (On-time closures / Due closures) x 100 |
| CAPA | CAPA Effectiveness | >85% | (Effective CAPAs / Verified CAPAs) x 100 |
| Audit | Finding Closure Rate | >90% | (On-time closures / Due closures) x 100 |
| Audit | Repeat Finding Rate | <10% | (Repeat findings / Total findings) x 100 |
| Customer | Complaint Rate | <0.1% | (Complaints / Units sold) x 100 |
| Customer | Satisfaction Score | >4.0/5.0 | Average of survey scores |
KPI Review Frequency
| KPI Type | Review Frequency | Trend Period | Audience |
|---|---|---|---|
| Safety/Compliance | Daily monitoring | Weekly | Operations |
| Production Quality | Weekly | Monthly | Department heads |
| Customer Quality | Monthly | Quarterly | Executive team |
| Strategic Quality | Quarterly | Annual | Board/C-suite |
Performance Response Matrix
| Performance Level | Status | Action Required |
|---|---|---|
| >110% of target | Exceeding | Consider raising target |
| 100-110% of target | Meeting | Maintain current approach |
| 90-100% of target | Approaching | Monitor closely |
| 80-90% of target | Below | Improvement plan required |
| <80% of target | Critical | Immediate intervention |
See: references/quality-kpi-framework.md
Quality Objectives Workflow
The agent establishes and maintains measurable quality objectives per ISO 13485 Clause 5.4.1.
Workflow: Annual Quality Objectives Setting
- Review prior year objective achievement -- document status of each objective.
- Analyze quality performance trends and gaps from KPI data.
- Align with organizational strategic plan -- map objectives to business priorities.
- Draft objectives with measurable targets using the structure below.
- Validate resource availability for achievement of each objective.
- Obtain executive approval.
- Communicate objectives organization-wide with supporting rationale.
- Validation checkpoint: Each objective is measurable, has an assigned owner, a defined target, and a timeline.
Example: Quality Objective
QUALITY OBJECTIVE 2026-01
Objective Statement: Reduce customer complaint rate by 25% from
2025 baseline (0.10 per 1000 units to 0.075 per 1000 units)
Aligned to Policy Element: "Commitment to continuous product improvement"
Target: <0.075 complaints per 1000 units sold
Baseline: 0.10 complaints per 1000 units (2025 actual)
Owner: Director of Quality
Due Date: 2026-12-31
Success Criteria:
- Complaint rate <0.075 per 1000 units for 3 consecutive months
- Top 3 complaint categories reduced by 30%
Measurement Method: Monthly complaint tracking via QMS database
Reporting Frequency: Monthly to QMR, Quarterly to Executive Team
Supporting Initiatives:
- Labeling improvement project (Q1-Q2)
- Packaging vendor re-qualification (Q1)
- Enhanced incoming inspection for top complaint categories (Q2)
Resource Requirements:
- 0.5 FTE quality engineer for labeling project
- $15K budget for packaging testing
Objective Categories
| Category | Example Objectives | Typical Targets |
|---|---|---|
| Customer Quality | Reduce complaint rate | <0.1% of units sold |
| Process Quality | Improve first pass yield | >96% |
| Compliance | Maintain certification | Zero major NCs |
| Efficiency | Reduce quality costs | <4% of revenue |
| Culture | Increase training completion | >98% on-time |
Quality Culture Assessment Workflow
The agent assesses and improves organizational quality culture.
Workflow: Annual Quality Culture Assessment
- Design or select quality culture survey instrument covering leadership, ownership, communication, improvement, training, and problem-solving dimensions.
- Define survey population -- all employees or statistically valid sample.
- Communicate survey purpose and confidentiality assurances.
- Administer survey with a 2-week response window.
- Analyze results by department, role, and tenure -- identify patterns.
- Identify strengths and top improvement areas (focus on bottom 3 dimension scores).
- Develop action plan for culture gaps with owners and timelines.
- Validation checkpoint: Response rate >60%; action plan addresses bottom 3 scores; results reported to management review.
Quality Culture Dimensions
| Dimension | Indicators | Assessment Method |
|---|---|---|
| Leadership commitment | Management visible support for quality | Survey, observation |
| Quality ownership | Employees feel responsible for quality | Survey |
| Communication | Quality information flows effectively | Survey, audit |
| Continuous improvement | Suggestions submitted and implemented | Metrics |
| Training and competence | Employees feel adequately trained | Survey, records |
| Problem solving | Issues addressed at root cause | CAPA analysis |
Culture Improvement Actions
| Gap Identified | Potential Actions |
|---|---|
| Low leadership visibility | Quality gemba walks, all-hands quality updates |
| Inadequate training | Competency-based training program |
| Poor communication | Quality newsletters, department huddles |
| Low reporting | Anonymous reporting system, no-blame culture |
| Lack of recognition | Quality award program, team celebrations |
Regulatory Compliance Oversight
The agent monitors and maintains regulatory compliance across jurisdictions.
Multi-Jurisdictional Compliance Matrix
| Jurisdiction | Regulation | Requirement | Status Tracking |
|---|---|---|---|
| EU | MDR 2017/745 | CE marking, Notified Body | Technical file, annual review |
| USA | 21 CFR 820 | FDA registration, QSR compliance | Annual registration, inspections |
| International | ISO 13485 | QMS certification | Surveillance audits |
| Germany | MPG/MPDG | National implementation | Competent authority filings |
Workflow: Compliance Monitoring
- Maintain regulatory requirement register covering all applicable jurisdictions.
- Subscribe to regulatory update services for each market.
- Assess impact of regulatory changes monthly.
- Update affected processes within 90 days of each change's effective date.
- Verify training completion for all personnel affected by regulatory changes.
- Document compliance status in management review inputs.
- Maintain inspection readiness using the checklist below.
- Validation checkpoint: All applicable requirements mapped; no expired registrations; inspection readiness confirmed.
Inspection Readiness Checklist
| Area | Ready | Action Needed |
|---|---|---|
| Document control system current | [ ] | |
| Training records complete | [ ] | |
| CAPA system current, no overdue items | [ ] | |
| Complaint files complete | [ ] | |
| Equipment calibration current | [ ] | |
| Supplier qualification files complete | [ ] | |
| Management review records available | [ ] | |
| Internal audit program current | [ ] |
Decision Frameworks
Escalation Decision Tree
Issue Identified
|
v
Is it a regulatory violation?
|
Yes-+-No
| |
v v
Escalate to Is it a safety issue?
Executive |
immediately Yes-+-No
| |
v v
Escalate to Does it affect
Safety Team multiple departments?
|
Yes-+-No
| |
v v
Escalate to Handle at
Executive department level
Quality Investment Prioritization
| Criteria | Weight | Score Method |
|---|---|---|
| Regulatory requirement | 30% | Required=10, Recommended=5, Optional=2 |
| Customer impact | 25% | Direct=10, Indirect=5, None=0 |
| Cost savings potential | 20% | >$100K=10, $50-100K=7, <$50K=3 |
| Implementation complexity | 15% | Simple=10, Moderate=5, Complex=2 |
| Strategic alignment | 10% | Core=10, Supporting=5, Peripheral=2 |
Tools and References
Scripts
| Tool | Purpose | Usage |
|---|---|---|
| management_review_tracker.py | Track review inputs, actions, metrics | python management_review_tracker.py --help |
# Track input collection status from process owners
python scripts/management_review_tracker.py --status inputs --period Q4-2025
# Monitor action item completion and aging
python scripts/management_review_tracker.py --status actions --overdue
# Generate metrics summary for upcoming review
python scripts/management_review_tracker.py --summary --format markdown
References
| Document | Content |
|---|---|
| management-review-guide.md | ISO 13485 Clause 5.6 requirements, input/output templates, action tracking |
| quality-kpi-framework.md | KPI categories, targets, calculations, dashboard templates |
Related Skills
| Skill | Integration Point |
|---|---|
| quality-manager-qms-iso13485 | QMS process management |
| capa-officer | CAPA system oversight |
| qms-audit-expert | Internal audit program |
| quality-documentation-manager | Document control oversight |
Weekly Installs
46
Repository
borghei/claude-skillsGitHub Stars
38
First Seen
Feb 23, 2026
Security Audits
Installed on
claude-code38
gemini-cli32
cline32
github-copilot32
codex32
opencode32