Design auditor.md integration with lecturer quality metrics

[dcasota]

Task Description

Design how to integrate photonos-docs-lecturer quality assessment into auditor droid.

Design Decisions Needed

1. Plugin Selection:

   • Grammar checking (LanguageTool) - yes/no?
   • Markdown validation - yes/no?
   • Spelling (VMware branding) - yes/no?
   • Which other plugins?

2. Quality Metrics:

   • Use lecturer's quality score calculation?
   • Custom metrics?
   • Thresholds for quality gates?

3. Integration Depth:

   • Parse CSV reports?
   • Direct Python API calls?
   • Subprocess execution?

4. Quality Gates:

   • Grammar: >95% (as proposed)?
   • Markdown: 100% (as proposed)?
   • Spelling: >98% (as proposed)?

5. LLM Requirement:

   • Require GEMINI_API_KEY?
   • Graceful degradation without LLM?

Deliverables

• Updated auditor.md specification
• Quality gate definitions
• Metric calculation methodology

Acceptance Criteria

• ✅ Integration approach decided
• ✅ auditor.md specification updated
• ✅ Quality gates defined
• ✅ Ready to implement

Related

• Integration Analysis: AUDITOR Enhancement section
• Integration Analysis: Short-term Actions feat: complete Broadcom branding integration in footer and menu #6

Labels

lecturer-integration, auditor, design, medium