📊 DMAIC Metrics Dashboard

Per-commit quality tracking, phase health, escalation hub, and post-deploy feedback loop

Loading metrics from api/dmaic_metrics.json…

⚡ System Status

ComponentStatusDetails
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DMAIC Phase Scores

PhaseScoreFilesHealth
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Charts refresh when metrics are updated by the dmaic-commit-metrics workflow.

Checking quality threshold…

Escalation Rules

TriggerActionMechanism
Quality score < 70Open GitHub Issue with phase analysisdmaic-commit-metrics.yml
Missing dashboardsOpen GitHub Issue + fail jobdashboard-health.yml
Broken internal linksOpen GitHub Issuedashboard-health.yml
Post-deploy page 4xx/5xxStep summary + warningdmaic-commit-metrics.yml
KEB task timeoutMetric logged + retryknowledge_integration_v2.3.py
GBOGEB metric timeoutMetric logged gracefullyknowledge_integration_v2.3.py

Enable These Workflows

Copy the workflow templates from docs/workflows/ to .github/workflows/:

cp docs/workflows/dmaic-commit-metrics.yml  .github/workflows/
cp docs/workflows/dashboard-health.yml     .github/workflows/
cp docs/workflows/deploy-docs.yml          .github/workflows/
cp docs/workflows/update-docs.yml          .github/workflows/
cp docs/workflows/release.yml              .github/workflows/

Knowledge & Insights

Deriving insights from metrics…

DMAIC Improvement Opportunities

PhaseOpportunityImpactEffort
DefineAdd module-level docstrings to all DMAIC_V3/core filesHighLow
MeasureIncrease test-to-source file ratio to ≥ 30%HighMedium
AnalyzeEnable CodeQL scanning on every PRHighLow
ImproveMigrate agent files to valid Python identifier namesMediumMedium
ControlDeploy DMAIC metrics workflow to .github/workflows/HighLow
AllSet up branch protection rules requiring status checksHighLow