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Ralph-loop Execution Report — 2026-05-10

Summary

Deepened 10 non-compliant documentation files (5 Knowledge Base, 5 Playbooks) to "High Confidence" standards. This run focused on resolving Batch 37 and Batch 38 tasks identified in the triage report, addressing missing sections and expanding the KnowledgeOps graph connectivity.

Targeted Issues

  • Batch 37: Deepening high-signal Knowledge Base documents to meet repository compliance standards.
  • Batch 38: Deepening core Playbooks with mandatory architectural and procedural sections.

Targeted Files

Knowledge Base (Batch 37)

  • docs/knowledge_base/agent_framework_learning_map.md
  • docs/knowledge_base/ai_builder_index.md
  • docs/knowledge_base/ai_company_starter_stack.md
  • docs/knowledge_base/ai_economic_impact.md
  • docs/knowledge_base/ai_reading_list.md

Playbooks (Batch 38)

  • docs/playbooks/dev-workflow-ai-assisted.md
  • docs/playbooks/document-preparation-for-llm-training.md
  • docs/playbooks/email-to-calendar.md
  • docs/playbooks/family-admin-automation.md
  • docs/playbooks/nfs-csi-setup.md

Actions Taken

  • Content Deepening:
    • Added all 10 mandatory sections (What it is, What problem it solves, Where it fits, Typical use cases, Strengths, Limitations, When to use/not to use, Getting started, Related tools / concepts) to all 10 targeted files.
    • Grounded modifications in existing file content while standardizing on the High Confidence template.
  • Link Expansion:
    • Expanded Related tools / concepts sections to ensure >= 7 relative markdown links per page, improving KnowledgeOps graph density.
  • Metadata Updates:
    • Updated Confidence to high and Last reviewed to 2026-05-10 where content was substantively changed.

Verification Results

  • scripts/audit_docs_quality.py: PASSED for all 10 targeted files.
  • Overall Compliance: Increased from 383/486 to 393/486.

Next Steps

  • Continue Batch 35: Deepen remaining shallow docs from data/growth-metrics.json.
  • Execute Batch 39 & 40: Address remaining non-compliant Knowledge Base docs and Playbooks.