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Story 007 – Persistent Knowledge Base Investigation

Status: TODO
Priority: HIGH
Estimated Effort: [TBD]
Created: 2025-12-18
Last updated: 2025-12-18 (v0.5.7.1+1 – Story created, building-persistent-knowledge.md guide added)
Version: v0.5.7.1+1
Code: E5S07

Task Checklist​

  • E5:S07:T01 – Investigate persistent knowledge base concept and ramifications - TODO

Overview​

This story investigates the ramifications of the "Persistent Knowledge Base" concept that has been integrated into the canonical KB structure. The concept defines a local, curated, version-controlled knowledge library that persists across sessions and is managed by agents. This investigation will assess the implications, requirements, and potential impacts on workflows, tooling, and documentation practices.

Goal​

Understand the full scope and implications of the persistent knowledge base concept, including:

  • Impact on existing workflows (especially RW Step 9)
  • Tooling and automation requirements
  • Agent capabilities and limitations
  • Integration with Cursor indexing and vectorization
  • Maintenance and curation overhead
  • Best practices and anti-patterns

Tasks​

E5:S07:T01 – Investigate persistent knowledge base concept and ramifications​

Scope: Comprehensive investigation of the persistent knowledge base concept, its integration points, requirements, and implications for the ADK framework.

Input:

  • docs/knowledge/README.md (persistent KB concept)
  • docs/knowledge/guides/building-persistent-knowledge.md (foundational concept document: Building Persistent Knowledge in Cursor)
  • docs/architecture/standards-and-adrs/ultimate-canonical-kb-structure.md (KB structure with persistent KB integration)
  • docs/architecture/standards-and-adrs/ultimate-canonical-workflow-structure.md (RW Step 9: Update Knowledge Base)
  • Existing knowledge base content and structure

Deliverable:

  • Investigation report documenting:
    • Concept analysis and scope
    • Integration points and dependencies
    • Workflow impacts (RW, Intake, PIR, etc.)
    • Tooling and automation requirements
    • Agent capability requirements
    • Cursor integration considerations
    • Maintenance and curation strategies
    • Risk assessment
    • Recommendations and next steps

Dependencies: None
Blocker: None
Parallel Development Candidacy: Safe (investigation/documentation only)

Approach:

  1. Review persistent KB concept documentation (including building-persistent-knowledge.md)
  2. Analyze integration with existing workflows
  3. Assess agentic management requirements (multi-agent systems, web search, file save capabilities)
  4. Evaluate Cursor integration capabilities (indexing, vectorization, search)
  5. Review taxonomical standards and SoP requirements from foundational document
  6. Identify tooling and automation needs
  7. Assess maintenance and curation overhead
  8. Document risks and mitigation strategies
  9. Provide recommendations

Acceptance Criteria:

  • Investigation report created
  • Concept scope clearly defined
  • All integration points identified
  • Workflow impacts documented
  • Tooling requirements specified
  • Agent capability requirements defined
  • Cursor integration approach documented
  • Maintenance strategy outlined
  • Risks identified and assessed
  • Recommendations provided
  • Epic: Epic 5 - Documentation Management and Maintenance
  • Related Stories:
    • E5:S01 (Documentation Maintenance Framework)
    • E5:S03 (Documentation Automation)
    • E5:S04 (Framework Documentation Management)
  • Related Documents:
    • docs/knowledge/README.md
    • docs/knowledge/guides/building-persistent-knowledge.md (foundational concept document)
    • docs/architecture/standards-and-adrs/ultimate-canonical-kb-structure.md
    • docs/architecture/standards-and-adrs/ultimate-canonical-workflow-structure.md

References​

  • Persistent Knowledge Base Concept: Integrated into canonical KB structure
  • Foundational Document: docs/knowledge/guides/building-persistent-knowledge.md - Building Persistent Knowledge in Cursor (includes SoP for taxonomical standards)
  • GitHub Repo: https://github.com/philippe-page/cursor-knowledge
  • Agentic Knowledge Management: Search, scrape, curate, update, cull workflows (multi-agent systems)
  • Cursor Integration: Indexing and vectorization capabilities
  • RW Step 9: Agentic knowledge base update workflow
  • Taxonomical Standards: SoP for structuring knowledge (from foundational document)