7.4 KiB
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:
- [Failure type]: [%] of failures
- [Failure type]: [%] of failures
- [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:
- [Improvement area]: [Specific action plan]
- [Improvement area]: [Specific action plan]
- [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