# Quality Metrics Dashboard Template

## Overview Dashboard

### Project Quality Health Score
**Overall Score**: [0-100] ⬆️⬇️➡️
**Last Updated**: [YYYY-MM-DD HH:MM]
**Trend**: [7-day/30-day trend indicator]

### Critical Quality Indicators
| Metric | Current | Target | Status | Trend |
|--------|---------|---------|---------|-------|
| Anti-Pattern Violations | [#] | 0 | 🔴🟡🟢 | ⬆️⬇️➡️ |
| Quality Gate Pass Rate | [%] | 95% | 🔴🟡🟢 | ⬆️⬇️➡️ |
| UDTM Completion Rate | [%] | 100% | 🔴🟡🟢 | ⬆️⬇️➡️ |
| Brotherhood Review Score | [/10] | 9.0 | 🔴🟡🟢 | ⬆️⬇️➡️ |
| Technical Debt Trend | [#] | ⬇️ | 🔴🟡🟢 | ⬆️⬇️➡️ |

## Pattern Compliance Metrics

### Anti-Pattern Detection Summary
**Total Scans**: [#] scans in last 30 days
**Violations Found**: [#] total violations
**Violation Rate**: [#] violations per 1000 lines of code
**Clean Scans**: [%] of scans with zero violations

### Critical Pattern Violations (Zero Tolerance)
| Pattern Type | Count | Last 7 Days | Last 30 Days | Action Required |
|-------------|-------|-------------|--------------|-----------------|
| Mock Services | [#] | [#] | [#] | [Action/Clear] |
| Placeholder Code | [#] | [#] | [#] | [Action/Clear] |
| Assumption Code | [#] | [#] | [#] | [Action/Clear] |
| Generic Errors | [#] | [#] | [#] | [Action/Clear] |
| Dummy Data | [#] | [#] | [#] | [Action/Clear] |

### Warning Pattern Violations
| Pattern Type | Count | Trend | Resolution Rate |
|-------------|-------|-------|-----------------|
| Uncertainty Language | [#] | ⬆️⬇️➡️ | [%] |
| Shortcut Indicators | [#] | ⬆️⬇️➡️ | [%] |
| Vague Communication | [#] | ⬆️⬇️➡️ | [%] |

## Quality Gate Performance

### Gate Success Rates
| Gate Type | Success Rate | Average Time | Failure Reasons |
|-----------|-------------|--------------|-----------------|
| Pre-Implementation | [%] | [hours] | [Top 3 reasons] |
| Implementation | [%] | [hours] | [Top 3 reasons] |
| Completion | [%] | [hours] | [Top 3 reasons] |

### Gate Failure Analysis
**Most Common Failures**:
1. [Failure type]: [%] of failures
2. [Failure type]: [%] of failures  
3. [Failure type]: [%] of failures

**Average Resolution Time**: [hours]
**Repeat Failure Rate**: [%]

## UDTM Protocol Compliance

### UDTM Completion Statistics
**Total UDTM Analyses Required**: [#]
**Completed on Time**: [#] ([%])
**Delayed Completions**: [#] ([%])
**Skipped/Incomplete**: [#] ([%])

### UDTM Phase Completion Rates
| Phase | Completion Rate | Average Duration | Quality Score |
|-------|----------------|------------------|---------------|
| Multi-Perspective Analysis | [%] | [minutes] | [/10] |
| Assumption Challenge | [%] | [minutes] | [/10] |
| Triple Verification | [%] | [minutes] | [/10] |
| Weakness Hunting | [%] | [minutes] | [/10] |
| Final Reflection | [%] | [minutes] | [/10] |

### UDTM Confidence Levels
**Average Confidence**: [%] (Target: >95%)
**High Confidence (>95%)**: [%] of analyses
**Medium Confidence (85-95%)**: [%] of analyses
**Low Confidence (<85%)**: [%] of analyses

## Brotherhood Review Effectiveness

### Review Performance Metrics
**Reviews Completed**: [#] in last 30 days
**Average Review Time**: [hours]
**Review Backlog**: [#] pending reviews
**Overdue Reviews**: [#] (>48 hours)

### Review Quality Assessment
| Metric | Score | Target | Status |
|--------|-------|---------|---------|
| Specificity of Feedback | [/10] | 8.0 | 🔴🟡🟢 |
| Evidence-Based Assessment | [/10] | 8.0 | 🔴🟡🟢 |
| Honest Evaluation | [/10] | 8.0 | 🔴🟡🟢 |
| Actionable Recommendations | [/10] | 8.0 | 🔴🟡🟢 |

### Review Outcomes
**Approved on First Review**: [%]
**Conditional Approval**: [%] 
**Rejected**: [%]
**Average Reviews per Story**: [#]

## Technical Standards Compliance

### Code Quality Metrics
| Standard | Current | Target | Status | Trend |
|----------|---------|---------|---------|-------|
| Ruff Violations | [#] | 0 | 🔴🟡🟢 | ⬆️⬇️➡️ |
| MyPy Errors | [#] | 0 | 🔴🟡🟢 | ⬆️⬇️➡️ |
| Test Coverage | [%] | 85% | 🔴🟡🟢 | ⬆️⬇️➡️ |
| Documentation Coverage | [%] | 90% | 🔴🟡🟢 | ⬆️⬇️➡️ |

### Implementation Quality
**Real Implementation Rate**: [%] (Target: 100%)
**Mock/Stub Detection**: [#] instances found
**Placeholder Code**: [#] instances found
**Integration Test Success**: [%]

## Quality Enforcer Performance

### Enforcement Metrics
**Violations Detected**: [#] in last 30 days
**False Positives**: [#] ([%])
**Escalations Required**: [#]
**Resolution Time**: [hours] average

### Team Self-Sufficiency Indicators
**Decreasing Interaction Rate**: [%] change
**Self-Detected Violations**: [%] of total violations
**Proactive Quality Measures**: [#] team-initiated improvements
**Quality Standard Internalization**: [Score /10]

## Technical Debt Management

### Debt Accumulation/Resolution
**New Debt Created**: [#] items this month
**Debt Resolved**: [#] items this month
**Net Debt Change**: [+/-#] items
**Total Outstanding Debt**: [#] items

### Debt Category Breakdown
| Category | Count | Priority | Est. Resolution |
|----------|-------|----------|-----------------|
| Critical | [#] | P0 | [days] |
| High | [#] | P1 | [days] |
| Medium | [#] | P2 | [weeks] |
| Low | [#] | P3 | [weeks] |

## Team Performance Indicators

### Quality-Adjusted Velocity
**Stories Completed**: [#]
**Stories Passed Quality Gates**: [#]
**Quality-Adjusted Velocity**: [#] points
**Velocity Trend**: ⬆️⬇️➡️

### Team Quality Maturity
| Indicator | Score | Target | Trend |
|-----------|-------|---------|-------|
| Standards Knowledge | [/10] | 8.0 | ⬆️⬇️➡️ |
| Self-Detection Rate | [%] | 80% | ⬆️⬇️➡️ |
| Proactive Improvement | [/10] | 7.0 | ⬆️⬇️➡️ |
| Quality Ownership | [/10] | 8.0 | ⬆️⬇️➡️ |

## Alerts and Actions Required

### 🔴 Critical Alerts (Immediate Action)
- [Alert]: [Description] - [Action Required] - [Owner] - [Deadline]
- [Alert]: [Description] - [Action Required] - [Owner] - [Deadline]

### 🟡 Warning Alerts (24-48 hours)
- [Alert]: [Description] - [Monitoring Required] - [Owner]
- [Alert]: [Description] - [Monitoring Required] - [Owner]

### 🟢 Positive Trends (Recognition)
- [Achievement]: [Description] - [Impact]
- [Achievement]: [Description] - [Impact]

## Monthly Quality Report Summary

### Quality Achievements
**Milestones Reached**:
- [Achievement 1]: [Date achieved]
- [Achievement 2]: [Date achieved]
- [Achievement 3]: [Date achieved]

### Areas for Improvement
**Priority Improvements**:
1. [Improvement area]: [Specific action plan]
2. [Improvement area]: [Specific action plan]
3. [Improvement area]: [Specific action plan]

### Quality Investment ROI
**Time Invested in Quality**: [hours]
**Defects Prevented**: [estimated #]
**Rework Avoided**: [estimated hours]
**ROI Estimate**: [ratio]

## Trend Analysis

### 3-Month Quality Trends
```
Quality Gate Pass Rate:
Month 1: [%] → Month 2: [%] → Month 3: [%]

Anti-Pattern Violations:
Month 1: [#] → Month 2: [#] → Month 3: [#]

Team Self-Sufficiency:
Month 1: [score] → Month 2: [score] → Month 3: [score]
```

### Predictive Indicators
**Quality Trajectory**: [Improving/Stable/Declining]
**Estimated Time to Target Quality**: [weeks/months]
**Risk of Quality Regression**: [Low/Medium/High]

---

**Dashboard Updated**: [YYYY-MM-DD HH:MM:SS]
**Next Update**: [YYYY-MM-DD HH:MM:SS]
**Data Sources**: Quality Enforcer logs, Git commits, Test results, Review records