[AI Ops] Audit and Patch labeling.yml Workflow for Unified Labeling Agent

[ashleyshaw]

AI Ops Summary

Audit and patch the workflow file (labeling.yml) orchestrating the unified labeling agent. Validate triggers, job steps, environment variables, and integration with canonical configs. Patch workflow bugs, improve logging, update documentation/specs.

Problem / Opportunity

Workflow bugs and missing logging disrupt labeling automation and traceability.

Approach / Solution

• Audit workflow for triggers/job steps/environments
• Patch bugs, improve integration
• Add/improve workflow logging
• Update docs/specs for workflow

Acceptance Criteria

• Workflow triggers/job steps validated
• Bugs patched/integration improved
• Workflow logging improved
• Documentation/specs updated
• PR uses correct branch prefix (ai/)
• Approved by one maintainer

Additional Context

See: .github/labeling.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 P0 workflow hardening in this closeout.