[AI Ops] Audit and Patch labels.yml for Unified Labeling Agent & Workflows

[ashleyshaw]

AI Ops Summary

Audit the labels.yml config for correctness, color consistency, and completeness. Ensure all required labels for agent and workflows are present and enforced. Patch discrepancies, update documentation, and add logging/test coverage for label enforcement.

Problem / Opportunity

Labeling is broken due to wrong/missing labels and lack of logging. Consistency is critical for automation, governance, and triage.

Approach / Solution

• Audit all labels, colors, and descriptions
• Patch bugs, add missing or incorrect labels
• Update documentation and cross-references
• Add logging and coverage for enforcement logic

Acceptance Criteria

• All agent-required labels present
• Colors and descriptions consistent
• Enforcement logic patched and logged
• Documentation updated and cross-linked
• PR uses correct branch prefix (ai/)
• Approved by one maintainer

Additional Context

See: .github/labels.yml, agent config, workflows

References

• Labeler Config
• Labels
• Issue Types
• Automation Governance
• Contribution Guidelines

Definition of Ready (DoR)

• Goal described
• Area/action mapped
• Acceptance criteria listed
• Estimate added

Definition of Done (DoD)

• All acceptance criteria met
• Solution/automation verified
• Documentation updated
• PR uses correct branch prefix (ai/)

[ashleyshaw]

Completed in this closeout pass.