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Current AI-related tooling & User's Grouping

Current AI-related tooling & User’s Grouping

Section titled “Current AI-related tooling & User’s Grouping”

Search and discovery

Section titled “Search and discovery”
  • MCP:
    • search_knowledge_base
    • search_qa_library
    • find_similar_items
    • search_content_chunks
    • find_duplicate_candidates (Admin)
  • Skills:
    • Search Strategy
    • Knowledge Synthesis
  • Commands:
    • /kb:search

Dashboard and orientation

Section titled “Dashboard and orientation”
  • MCP:
    • list_user_workspaces
    • get_dashboard_summary
    • get_reorientation
    • get_expiring_content
    • get_freshness_report
  • MCP App:
    • Reorient Me (show_reorient_me)
  • Commands:
    • /kb:briefing
    • /kb:sector-briefing

Procurement (was bid management)

Section titled “Procurement (was bid management)”
  • MCP:
    • list_active_procurement
    • get_procurement_detail
    • get_bid_question
    • get_content_effectiveness
    • cite_content
    • list_templates
    • get_template_coverage
    • get_template_gaps
  • MCP App:
    • Bid Dashboard (show_bid_dashboard)
  • Skills:
    • Bid Writing - Assess for suitability to generalise across all form types, or whether to keep bid-specific e.g., should there be a completing-forms skill (or possibly plugin), which has a references section, managing progressive disclosure, and potentially a /scripts folder.
  • Commands:
    • /kb:bid-pipeline-review
    • /kb:bid-status
    • /kb:draft-response

Content management

Section titled “Content management”
  • MCP:
    • get_workspace_items
    • get_content_item
    • get_content_items
    • get_document_diff
    • get_document_versions
    • bulk_assign_owner
    • assign_content_owner
    • create_content_item (editor or admin only)
    • update_content_item (editor or admin only)
    • get_review_queue
    • get_assignments_for_user
    • create_review_assignment (editor or admin only)
    • classify_content (editor or admin only)
    • generate_summary (editor or admin only)
    • get_entity_relationships
    • get_certification_status
    • audit_content
    • get_coverage_gaps
    • find_all_duplicates
    • suggest_content_creation
    • get_quality_actions
    • get_quality_briefing
    • get_quality_summary
    • delete_content_item (editor or admin only)
    • update_publication_status
    • get_governance_queue
    • review_governance_item
    • update_governance_status (editor or admin only)
    • get_change_report
    • supersede_content_item (admin only)
  • MCP App:
    • Coverage Matrix (show_coverage_matrix)
  • Skills:
    • Content Creation
    • Content Governance
    • Classification
  • Commands:
    • /kb:coverage
    • /kb:change-report

Intelligence

Section titled “Intelligence”
  • MCP:
    • get_intelligence_summary
    • trigger_intelligence_poll
  • MCP App:
    • Intelligence Feed (show_intelligence_feed)

Product Guides

Section titled “Product Guides”
  • MCP:
    • list_guides
    • get_guide
    • create_guide (editor or admin only)
    • update_guide (editor or admin only)
  • Skills:
    • Guide Builder — Evaluate against docs/client-briefs/Product_KB_Dev_Brief.md, to ensure the Product Guide concept is understood, along with the documents under docs/specs/product-guide-workspaces/, for further context.