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Epic 7, Story 3: Code Quality Metrics and Monitoring

Status: COMPLETE
Priority: MEDIUM
Last updated: 2026-01-05 (v0.7.3.4+0 – Story COMPLETE: All tasks complete - Code quality metrics framework, dashboards, Kanban integration, and monitoring processes established)
Estimated Effort: [TBD]
Actual Effort: [TBD]
Started: 2026-01-05
Completed: 2026-01-05
Version: v0.7.3.4+0
Code: E7S03

Task Checklist​

  • E7:S03:T01 – Design code quality metrics framework - ✅ COMPLETE (v0.7.3.1+0 – Code quality metrics framework designed: comprehensive framework covering complexity, coverage, duplication, maintainability, security, performance, and technical debt with thresholds and targets)
  • E7:S03:T02 – Create code quality monitoring dashboards - ✅ COMPLETE (v0.7.3.2+0 – Code quality monitoring dashboards created: overall quality, dimension, module, trend, and alert dashboards with templates and usage guidance)
  • E7:S03:T03 – Integrate metrics with Kanban framework - ✅ COMPLETE (v0.7.3.3+0 – Code quality metrics integrated with Kanban framework: task-level metrics, quality-based prioritization, quality tracking, and Epic 4 integration)
  • E7:S03:T04 – Document metrics and monitoring processes - ✅ COMPLETE (v0.7.3.4+0 – Code quality metrics and monitoring processes documented: collection, dashboard update, review, improvement, and reporting processes)

Format: Exx:Sxx:Txx (Epic, Story, Task with 2-digit zero padding, e.g., E7:S03:T01, E7:S03:T02)
Forensic Marker Format: ✅ COMPLETE (vRC.E.S.T+B) (e.g., ✅ COMPLETE (v0.7.3.3+1))
Release Workflow Requirement: When Release Workflow (RW) Step 4 updates Epic documentation, it MUST update ALL sections:

  • Epic header Last updated field
  • Epic Story Checklist (status and version markers)
  • Epic detailed story sections (Status, Last updated, task checkboxes)
  • Story file Task Checklist (this section)
  • Story file detailed task sections
  • Any other references to this story/task

Consistency Check: After each RW, verify that Story file, Epic header, Epic Story Checklist, and Epic detailed sections all match.

Overview​

This story enables comprehensive monitoring of codebase health and quality metrics, providing visibility into code quality trends. It establishes a metrics framework, monitoring dashboards, Kanban integration, and monitoring processes for systematic code quality management.

Goals​

  • Design and implement code quality metrics framework
  • Create code quality monitoring dashboards
  • Integrate metrics with Kanban framework
  • Document metrics and monitoring processes

Tasks​

E7:S03:T01 – Design code quality metrics framework​

Format: Always use full Exx:Sxx:Txx format (e.g., E7:S03:T01, not T01 alone)

Input: Current code quality practices, industry standards, project requirements
Deliverable: Comprehensive code quality metrics framework document
Dependencies: None
Blocker: None
Parallel Development Candidacy: Safe (can develop independently)

Approach:

  1. Research code quality metrics and industry standards
  2. Analyze current code quality practices in the project
  3. Define metrics framework covering:
    • Code complexity metrics
    • Code coverage metrics
    • Code duplication metrics
    • Code maintainability metrics
    • Code security metrics
    • Code performance metrics
    • Technical debt metrics
  4. Define metric calculation methods
  5. Establish metric thresholds and targets
  6. Create metrics framework document in docs/architecture/standards-and-adrs/

Acceptance Criteria:

  • Code quality metrics framework document created
  • Metrics cover all key quality dimensions
  • Metric calculation methods defined
  • Metric thresholds and targets established
  • Framework aligns with project goals

E7:S03:T02 – Create code quality monitoring dashboards​

Input: Code quality metrics framework (T01), project requirements
Deliverable: Code quality monitoring dashboards
Dependencies: E7:S03:T01 (metrics framework provides foundation)
Blocker: None
Parallel Development Candidacy: Safe (can develop independently)

Approach:

  1. Design dashboard structure based on metrics framework
  2. Create monitoring dashboards covering:
    • Overall code quality overview
    • Metrics by dimension (complexity, coverage, duplication, etc.)
    • Trends over time
    • Quality by module/package
    • Quality alerts and thresholds
  3. Create dashboard templates and examples
  4. Integrate with existing monitoring tools (if applicable)
  5. Create dashboards in docs/code-quality/ or appropriate location
  6. Provide dashboard usage guidance

Acceptance Criteria:

  • Code quality monitoring dashboards created
  • Dashboards cover all key metrics
  • Dashboard templates and examples provided
  • Integration with existing tools established (if applicable)
  • Usage guidance provided

E7:S03:T03 – Integrate metrics with Kanban framework​

Input: Code quality metrics framework (T01), monitoring dashboards (T02), Kanban framework
Deliverable: Metrics integrated with Kanban framework
Dependencies: E7:S03:T01, E7:S03:T02, Epic 4 (Kanban Framework)
Blocker: None
Parallel Development Candidacy: Safe (can develop independently)

Approach:

  1. Review Epic 4 (Kanban Framework) integration points
  2. Design Kanban integration for metrics:
    • Quality metrics in task documents
    • Quality tracking in Kanban board
    • Quality-based prioritization
    • Quality metrics reporting
  3. Integrate metrics with Kanban task lifecycle
  4. Create examples of metrics in Kanban
  5. Document integration usage and best practices
  6. Update Kanban documentation with metrics patterns

Acceptance Criteria:

  • Metrics integrated with Kanban framework
  • Quality metrics tracked in Kanban
  • Integration with Epic 4 (Kanban Framework) established
  • Examples demonstrate Kanban usage for metrics
  • Documentation updated with integration details

E7:S03:T04 – Document metrics and monitoring processes​

Input: Code quality metrics framework (T01), monitoring dashboards (T02), Kanban integration (T03)
Deliverable: Documented metrics and monitoring processes
Dependencies: E7:S03:T01, E7:S03:T02, E7:S03:T03
Blocker: None
Parallel Development Candidacy: Safe (can develop independently)

Approach:

  1. Document metrics collection processes
  2. Document dashboard update processes
  3. Document metrics review and analysis processes
  4. Document quality improvement workflows
  5. Document metrics reporting processes
  6. Create process documentation in docs/architecture/standards-and-adrs/
  7. Provide examples and best practices

Acceptance Criteria:

  • Metrics and monitoring processes documented
  • Collection, update, review, and reporting processes defined
  • Quality improvement workflows documented
  • Examples and best practices provided

Acceptance Criteria​

  • Code quality metrics framework designed and implemented
  • Monitoring dashboards created
  • Integration with Kanban framework established
  • Metrics and monitoring processes documented

Dependencies​

Coordinates With:

  • Epic 4 (Kanban Framework): Uses Kanban for tracking quality work
  • Epic 2 (Workflow Management): May use workflows for metrics automation
  • Epic 6 (Framework Management): May leverage framework health monitoring patterns

Parallel Development Dependencies:

  • Benefits from Story 1 (Codebase Maintenance Tasks) and Story 2 (Code Review Standards)
  • Parallel Development Candidacy: Safe (can proceed independently)

References​

  • packages/frameworks/kanban/templates/CANONICAL_EPICS.md - Canonical epic definitions
  • docs/project-management/kanban/epics/Epic-7/Epic-7.md - Epic 7 overview
  • docs/project-management/kanban/epics/Epic-4/Epic-4.md - Kanban Framework epic
  • docs/project-management/kanban/epics/Epic-6/Story-003-framework-health-monitoring.md - Framework health monitoring (related)

Last updated: 2026-01-05 (v0.7.3.4+0 – Story COMPLETE: All tasks complete - Code quality metrics framework, dashboards, Kanban integration, and monitoring processes established)