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Graph Report - . (2026-04-18) ​

Corpus Check ​

  • 74 files · ~71,689 words
  • Verdict: corpus is large enough that graph structure adds value.

Summary ​

  • 254 nodes · 377 edges · 21 communities detected
  • Extraction: 90% EXTRACTED · 10% INFERRED · 0% AMBIGUOUS · INFERRED: 38 edges (avg confidence: 0.8)
  • Token cost: 0 input · 0 output

God Nodes (most connected - your core abstractions) ​

  1. Launch (Test Execution Event) - 17 edges
  2. Qualflare CLI (qf) Overview - 13 edges
  3. Frequently Asked Questions Index - 12 edges
  4. How-to Guides Index - 12 edges
  5. Defect - 12 edges
  6. Launch - 11 edges
  7. Qualflare Core Entity Hierarchy - 11 edges
  8. Test Case - 11 edges
  9. Feature Reference Index - 11 edges
  10. CLI Collect Command (qf collect) - 10 edges

Surprising Connections (you probably didn't know these) ​

  • AI-Powered Filtering --semantically_similar_to--> Global Search (Cmd+K) [INFERRED] [semantically similar] concepts/ai-features.md → reference/search.md
  • Failure Cluster --conceptually_related_to--> ClustersViz Component (clusters-viz.tsx) [INFERRED] cli/clusters.md → plans/2026-01-20-clusters-ui-refinements-design.md
  • Authentication and Access Issues --conceptually_related_to--> Role-Based Access Control (Owner, Admin, Member, Viewer) [INFERRED] faq/troubleshooting.md → how-to/collaboration.md
  • CLI Tool Troubleshooting Issues --references--> CLI Collect Command (qf collect) [EXTRACTED] faq/troubleshooting.md → cli/collect.md
  • CI/CD Integration Troubleshooting Issues --conceptually_related_to--> CLI CI/CD Integration Guide [EXTRACTED] faq/troubleshooting.md → cli/ci-cd.md

Hyperedges (group relationships) ​

  • CLI Resource Query Pattern (list + get + JSON output + jq) — cli_suites, cli_cases, cli_plans, cli_launches, cli_defects, cli_clusters, cli_milestones [EXTRACTED 1.00]
  • Test Management Hierarchy (Case → Suite → Plan → Launch → Case Run) — concept_test_case, concept_test_suite, concept_test_plan, concept_launch, concept_case_run [EXTRACTED 1.00]
  • Clusters UI State Flow (Page → Table Selection → Viz Dimming) — plans_clusters_page_component, plans_clusters_table_component, plans_clusters_viz_component, plans_active_cluster_id_state [EXTRACTED 1.00]
  • AI Features Suite (Quo Agent, Launch Analysis, Failure Clusters, AI Filter) — howto_ai_agent_quo_agent, howto_ai_launch_analysis_launch_analysis, howto_failure_clusters_failure_clusters, howto_ai_filter_ai_powered_filtering [INFERRED 0.85]
  • Defect Lifecycle and External Integration Flow — howto_defect_tracking_defect, integrations_jira_jira_integration, integrations_github_github_integration, integrations_gitlab_gitlab_integration [EXTRACTED 0.95]
  • Test Execution to Analytics Pipeline — howto_test_execution_launch, howto_analytics_pass_rate_trend, howto_analytics_custom_dashboards [INFERRED 0.85]
  • Qualflare QA Lifecycle Core Entities — test_cases_test_case, test_suites_test_suite, test_plans_test_plan, launches_launch, case_runs_case_run, defects_defect, milestones_milestone [EXTRACTED 1.00]
  • Qualflare AI Feature Set — ai_features_quo_agent, ai_features_ai_launch_analysis, ai_features_failure_clusters, ai_features_ai_powered_filtering, ai_features_test_suite_optimization [EXTRACTED 1.00]
  • Environment Variable Resolution Flow — ref_environments_variable_scope, ref_environments_variable_interpolation, ref_environments_secret_variable [EXTRACTED 0.90]
  • Defect-Test-Milestone Quality Tracking Loop — defects_linking_test_runs, milestones_quality_gates, defects_verification_loop [EXTRACTED 0.92]
  • Test Case, Suite, and Plan Execution Flow — glossary_test_case, glossary_test_suite, glossary_test_plan [EXTRACTED 0.95]
  • Workspace, Project, and Plan-Based Access Control — workspace_settings_roles, project_settings_members, plans_pricing_overview [INFERRED 0.80]

Communities ​

Community 0 - "CLI & CI/CD Integration" ​

Cohesion: 0.07 Nodes (49): CI Auto-Detection (Branch and Commit), CLI Cases Commands (qf cases list, qf case get, qf case steps), CLI CI/CD Integration Guide, CLI Clusters Commands (qf clusters list, qf cluster get), CLI Collect Command (qf collect), CLI Configuration and Environment Variables, CLI Defects Commands (qf defects list, qf defect get), CLI Dry-Run Mode (+41 more)

Community 1 - "AI Features & Intelligence" ​

Cohesion: 0.07 Nodes (47): AI Credits & Plan Tiers, AI Launch Analysis, AI-Powered Filtering, Failure Clusters, Quo Agent (AI Assistant), Test Suite Optimization (AI), Case Run, Case Run States (Passed, Failed, Skipped, Blocked) (+39 more)

Community 2 - "Quo AI Engine" ​

Cohesion: 0.08 Nodes (43): AI Credits, Coverage Analysis, Coverage Score, Quo Agent, Quo Fast Model, Quo Pro Model, AI-Powered Filtering, Natural Language Query (+35 more)

Community 3 - "Admin & Governance" ​

Cohesion: 0.09 Nodes (28): Audit Logs, Audit Log Entry, Audit Log Retention Policy, AI Credits, Failure Cluster, Environment, Quo Agent (AI Assistant), Team (+20 more)

Community 4 - "Analytics & Dashboards" ​

Cohesion: 0.1 Nodes (27): Custom Dashboard Creation, Defect Tracking Widgets, Test Execution Summary Widget, Flaky Tests Widget, Milestone Progress Widgets, Dashboards Overview, Pass Rate Trend Widget, Dashboard Templates (+19 more)

Community 5 - "Test Execution & Defects" ​

Cohesion: 0.11 Nodes (21): Launch History Widget, Linking Defects to Test Runs, Defect Verification Loop, Case Run, Launch, Saved Query, Shared Steps, Test Case (+13 more)

Community 6 - "Import & Export" ​

Cohesion: 0.2 Nodes (10): Test Suite Export, Test Case Import, Qase (Import Source), Qualflare CSV Format, Testmo (Import Source), TestRail (Import Source), Clone and Template Test Cases, CSV Import (+2 more)

Community 7 - "Clusters UI Design" ​

Cohesion: 0.32 Nodes (8): activeClusterId State, Clusters Page Component (clusters.tsx), ClustersTable Component (clusters-table.tsx), Clusters Page UI Refinements Design (2026-01-20), ClustersViz Component (clusters-viz.tsx), Rationale: Glow Effect over Solid Fill, Rationale: Remove Click Selection from Visualization, SVG Glow Filter (feGaussianBlur)

Community 8 - "Account Security" ​

Cohesion: 0.5 Nodes (4): Two-Factor Authentication (2FA), New IP Login Alert, OAuth Connected Accounts, Session Management

Community 9 - "Access Control & Roles" ​

Cohesion: 1.0 Nodes (3): Project Access Control, Role-Based Access Control (RBAC), Workspace Roles (Owner, Admin, Member, Viewer)

Community 10 - "Brand Assets" ​

Cohesion: 1.0 Nodes (2): OG Image Requirement (og-image.png), Qualflare Brand Identity (Logo, Colors)

Community 11 - "API Authentication" ​

Cohesion: 1.0 Nodes (2): Access Token, Qualflare CLI (qf)

Community 12 - "Logo Assets" ​

Cohesion: 1.0 Nodes (2): Qualflare Full Logo (Dark Theme), Qualflare Icon Logo

Community 13 - "Workspace Core" ​

Cohesion: 1.0 Nodes (1): Qualflare Workspace

Community 14 - "SEO Config" ​

Cohesion: 1.0 Nodes (0):

Community 15 - "Defect Severity" ​

Cohesion: 1.0 Nodes (1): Defect Severity Levels (Critical, High, Medium, Low)

Community 16 - "Coverage Metrics" ​

Cohesion: 1.0 Nodes (1): Coverage Score

Community 17 - "Project Entity" ​

Cohesion: 1.0 Nodes (1): Project

Community 18 - "Test Plans" ​

Cohesion: 1.0 Nodes (1): Test Plan

Community 19 - "Test Runner Wizard" ​

Cohesion: 1.0 Nodes (1): Test Runner Wizard

Community 20 - "Workspace" ​

Cohesion: 1.0 Nodes (1): Workspace

Knowledge Gaps ​

  • 84 isolated node(s): Rationale: Remove Click Selection from Visualization, Rationale: Glow Effect over Solid Fill, Qualflare QA Test Management Platform, Defect Lifecycle (Open, In Progress, Resolved, Closed, Reopened), PDF Report Generation for Stakeholders (+79 more) These have ≤1 connection - possible missing edges or undocumented components.
  • Thin community Brand Assets (2 nodes): OG Image Requirement (og-image.png), Qualflare Brand Identity (Logo, Colors) Too small to be a meaningful cluster - may be noise or needs more connections extracted.
  • Thin community API Authentication (2 nodes): Access Token, Qualflare CLI (qf) Too small to be a meaningful cluster - may be noise or needs more connections extracted.
  • Thin community Logo Assets (2 nodes): Qualflare Full Logo (Dark Theme), Qualflare Icon Logo Too small to be a meaningful cluster - may be noise or needs more connections extracted.
  • Thin community Workspace Core (1 nodes): Qualflare Workspace Too small to be a meaningful cluster - may be noise or needs more connections extracted.
  • Thin community SEO Config (1 nodes): robots.txt Too small to be a meaningful cluster - may be noise or needs more connections extracted.
  • Thin community Defect Severity (1 nodes): Defect Severity Levels (Critical, High, Medium, Low) Too small to be a meaningful cluster - may be noise or needs more connections extracted.
  • Thin community Coverage Metrics (1 nodes): Coverage Score Too small to be a meaningful cluster - may be noise or needs more connections extracted.
  • Thin community Project Entity (1 nodes): Project Too small to be a meaningful cluster - may be noise or needs more connections extracted.
  • Thin community Test Plans (1 nodes): Test Plan Too small to be a meaningful cluster - may be noise or needs more connections extracted.
  • Thin community Test Runner Wizard (1 nodes): Test Runner Wizard Too small to be a meaningful cluster - may be noise or needs more connections extracted.
  • Thin community Workspace (1 nodes): Workspace Too small to be a meaningful cluster - may be noise or needs more connections extracted.

Suggested Questions ​

Questions this graph is uniquely positioned to answer:

  • Why does Feature Reference Index connect Admin & Governance to Analytics & Dashboards, Test Execution & Defects?High betweenness centrality (0.045) - this node is a cross-community bridge.
  • Why does How-to Guides Index connect Quo AI Engine to Account Security, Import & Export?High betweenness centrality (0.027) - this node is a cross-community bridge.
  • Why does Dashboards Overview connect Analytics & Dashboards to Admin & Governance, Test Execution & Defects?High betweenness centrality (0.020) - this node is a cross-community bridge.
  • What connects Rationale: Remove Click Selection from Visualization, Rationale: Glow Effect over Solid Fill, Qualflare QA Test Management Platform to the rest of the system?84 weakly-connected nodes found - possible documentation gaps or missing edges.
  • Should CLI & CI/CD Integration be split into smaller, more focused modules?Cohesion score 0.07 - nodes in this community are weakly interconnected.
  • Should AI Features & Intelligence be split into smaller, more focused modules?Cohesion score 0.07 - nodes in this community are weakly interconnected.
  • Should Quo AI Engine be split into smaller, more focused modules?Cohesion score 0.08 - nodes in this community are weakly interconnected.