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[AI Ops] Audit and Debug labeling.agent.js for Unified Labeling Agent #42

Closed

Description

@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

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/)

Activity

  1. self-assigned this
    on Oct 26, 2025
  2. ashleyshaw commented on May 26, 2026

    @ashleyshaw
    MemberAuthor

    This issue overlaps substantially with #38 and has now been covered by the same closeout changes.

  3. github-actions commented on Sep 8, 2026

    @github-actions
    Contributor

    ⚠️ Bare Labels Detected

    This issue has labels that are not in the canonical taxonomy:

    • migrate:status:needs-triage

    Valid Canonical Labels

    Please use labels with a prefix from the canonical taxonomy:

    • Type: type:bug, type:feature, type:task, type:documentation, etc.
    • Status: status:needs-triage, status:in-progress, status:done, etc.
    • Priority: priority:critical, priority:high, priority:normal, priority:low
    • Area: area:ci, area:docs, area:labels, area:security, etc.
    • Meta: meta:needs-changelog, meta:duplicate, meta:blocked, etc.

    For the complete list, see .github/labels.yml.

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