[AI Ops] Audit and Debug labeling.agent.js for Unified Labeling Agent

[ashleyshaw]

AI Ops Summary

Audit and debug labeling agent code (labeling.agent.js). Debug automation bugs, add agent-level logging, improve standardization logic, verify one-hot enforcement and migration/removal of legacy labels. Update agent spec and documentation as needed.

Problem / Opportunity

Agent bugs and missing logging impair automated labeling standards and traceability.

Approach / Solution

• Audit agent code and standards compliance
• Patch/debug automation issues
• Add/improve agent logging
• Update agent spec/docs
• Verify one-hot enforcement, migration/removal logic

Acceptance Criteria

• Agent audited for bugs/standards
• Logging improved
• One-hot enforcement verified
• Documentation/spec updated
• PR uses correct branch prefix (ai/)
• Approved by one maintainer

Additional Context

See: .github/labeling.agent.js, agent spec, 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/)