Topic × Domain Matrix: 50 Kontask Analysis

Output

📊 Topic × Domain Matrix: 50 KontasksClassification ResultsEach kontask mapped to primary Topic (WHAT) and Domain (WHERE):



  #
  Topic
  Domain
Generic Domains for 80% of ProjectsArchDocs
Domains: The "Where" DimensionArchDocs
Domains: The Coverage DimensionArchDocs
Single Flow + 12 Lifecycle TopicsArchCore
Topics as Dev Lifecycle PhasesArchDocs
Topic Analysis: 500 KontasksArchData
Single Flow + Rich Topics DesignArchDocs
kontasksByFlow Timeline FixDevOpsUI
Flow Timeline ImplementationUI/UXUI
Flow Graph Visualization AnalysisUI/UXUI
Flow Graph View VerificationDevOpsUI
Flow Graph Lazy Loading DisabledPerfUI
vis-flow-graph.ts Test SuiteDevOpsUI
Konui Crash InvestigationDevOpsInfra
ISO Year Boundary FixDevOpsCore
Test Coverage: gvTopic, gvQuotaPeriodDevOpsData
Flow & Graph Test Coverage ReviewDevOpsData
Schema Docs: Temporal & Topic EdgesArchDocs
gvTopicSchema.md CreatedArchDocs
Flow & Graph Design Doc CreatedArchDocs
Topic Dimension: MCP Tools, UIArchAPI
Semantic Topic Dimension ImplementedArchCore
Turn 281fabc6 InvestigationDevOpsData
gvFlow Graph: Temporal & SemanticArchData
Flows Page Performance FixPerfUI
Kontasks Moved to FlowsDevOpsData
Flow Graph UI Already CreatedUI/UXUI
Flows RenamedDevOpsData
Kontask Flow Groupings AnalysisArchData
View Turn Button Fix: URL FormatDevOpsUI
View Turn Button AddedUI/UXUI
Claude's Statements in TurnDevOpsIntg
Turn Review: Choice ButtonsDevOpsUI
CLAUDE.md Recent Changes DiffArchDocs
Turn Review: Debug ButtonUI/UXUI
Turn Tools & Sessions UI DocsArchDocs
Debug Turn Button EnhancedUI/UXUI
Turn Playback Buttons AnalysisUI/UXUI
Turn Summary Mode TestDevOpsAPI
Turn Review Tools: Summary, PaginationArchAPI
Turn Review Tools ImplementedArchAPI
Turn Review Optimization ProposalPerfAPI
Turn Analysis: Button RenderingDevOpsUI
Service Restart Safety DocsDevOpsDocs
Root Cause: Konui Restart Broke TurnDevOpsInfra
Turn Analysis: Missing KontaskDevOpsData
Navbar Guide DocumentationUI/UXDocs
Git Dropdown Touch FixDevOpsUI
Git Status Dropdown FeatureUI/UXUI
Turn Playback Kontask Link FixDevOpsUI


📊 Distribution Summary



Topics (WHAT)

Arch18 (36%)
DevOps20 (40%)
UI/UX9 (18%)
Perf3 (6%)
Pipeline0 (0%)



Domains (WHERE)

UI18 (36%)
Docs12 (24%)
Data9 (18%)
API5 (10%)
Core3 (6%)
Infra2 (4%)
Intg1 (2%)
Auth0 (0%)




🔀 Cross-Reference Matrix
              │ UI   │ Docs │ Data │ API  │ Core │ Infra│ Intg │ Auth
──────────────┼──────┼──────┼──────┼──────┼──────┼──────┼──────┼──────
Architecture  │  0   │ 10   │  4   │  3   │  1   │  0   │  0   │  0   = 18
DevOps        │ 10   │  1   │  5   │  1   │  1   │  2   │  1   │  0   = 21
UI/UX         │  7   │  1   │  0   │  0   │  0   │  0   │  0   │  0   = 8
Performance   │  2   │  0   │  0   │  1   │  0   │  0   │  0   │  0   = 3
Pipeline      │  0   │  0   │  0   │  0   │  0   │  0   │  0   │  0   = 0
──────────────┼──────┼──────┼──────┼──────┼──────┼──────┼──────┼──────
              │ 19   │ 12   │  9   │  5   │  2   │  2   │  1   │  0   = 50

💡 InsightsGood spread: 6 of 8 domains used (75%), 4 of 5 topics used (80%)
Hot spots: DevOps×UI (10), Architecture×Docs (10) - makes sense for vibetools dev
Cold spots: Auth (0), Integration (1) - expected during heavy dev-tooling phase
Pipeline topic (0): Only appears in product scope, these are all vibetools kontasks
Domains proving useful: UI, Docs, Data, API all have significant usage
Domains that might merge: Infra+Core could be "Backend" if needed

Verdict: The 8 domains work well. Auth/Integration are low now but would be used in auth-related work. Consider keeping all 8 or offering a "minimal 6" variant (drop Auth, Integration for simpler projects).

#	Topic	Domain
Generic Domains for 80% of Projects	Arch	Docs
Domains: The "Where" Dimension	Arch	Docs
Domains: The Coverage Dimension	Arch	Docs
Single Flow + 12 Lifecycle Topics	Arch	Core
Topics as Dev Lifecycle Phases	Arch	Docs
Topic Analysis: 500 Kontasks	Arch	Data
Single Flow + Rich Topics Design	Arch	Docs
kontasksByFlow Timeline Fix	DevOps	UI
Flow Timeline Implementation	UI/UX	UI
Flow Graph Visualization Analysis	UI/UX	UI
Flow Graph View Verification	DevOps	UI
Flow Graph Lazy Loading Disabled	Perf	UI
vis-flow-graph.ts Test Suite	DevOps	UI
Konui Crash Investigation	DevOps	Infra
ISO Year Boundary Fix	DevOps	Core
Test Coverage: gvTopic, gvQuotaPeriod	DevOps	Data
Flow & Graph Test Coverage Review	DevOps	Data
Schema Docs: Temporal & Topic Edges	Arch	Docs
gvTopicSchema.md Created	Arch	Docs
Flow & Graph Design Doc Created	Arch	Docs
Topic Dimension: MCP Tools, UI	Arch	API
Semantic Topic Dimension Implemented	Arch	Core
Turn 281fabc6 Investigation	DevOps	Data
gvFlow Graph: Temporal & Semantic	Arch	Data
Flows Page Performance Fix	Perf	UI
Kontasks Moved to Flows	DevOps	Data
Flow Graph UI Already Created	UI/UX	UI
Flows Renamed	DevOps	Data
Kontask Flow Groupings Analysis	Arch	Data
View Turn Button Fix: URL Format	DevOps	UI
View Turn Button Added	UI/UX	UI
Claude's Statements in Turn	DevOps	Intg
Turn Review: Choice Buttons	DevOps	UI
CLAUDE.md Recent Changes Diff	Arch	Docs
Turn Review: Debug Button	UI/UX	UI
Turn Tools & Sessions UI Docs	Arch	Docs
Debug Turn Button Enhanced	UI/UX	UI
Turn Playback Buttons Analysis	UI/UX	UI
Turn Summary Mode Test	DevOps	API
Turn Review Tools: Summary, Pagination	Arch	API
Turn Review Tools Implemented	Arch	API
Turn Review Optimization Proposal	Perf	API
Turn Analysis: Button Rendering	DevOps	UI
Service Restart Safety Docs	DevOps	Docs
Root Cause: Konui Restart Broke Turn	DevOps	Infra
Turn Analysis: Missing Kontask	DevOps	Data
Navbar Guide Documentation	UI/UX	Docs
Git Dropdown Touch Fix	DevOps	UI
Git Status Dropdown Feature	UI/UX	UI
Turn Playback Kontask Link Fix	DevOps	UI

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Original Request

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Details

Type General

Status Completed

Scope vibetools

Tags schemadomainstopicsanalysis

Created 10 Jan 2026, 8:23 pm

Updated 10 Jan 2026, 8:23 pm

Timing

⏱️ 123.4s

0 tools

● TTFE 0% ● Thinking 100% ● Tools 0%

Created By claude

📋 Claude's Context

Session ses_7c4eba4a...

Raw Data

{
  "id": "d525cde5-c368-4ad8-962d-e1e15f987aa1",
  "type": "general",
  "status": "completed",
  "title": "Topic × Domain Matrix: 50 Kontask Analysis",
  "description": "Testing topic and domain classification against real kontasks",
  "context": {
    "output": "<div style=\"background:#1e1e1e;color:#e0e0e0;padding:20px;border-radius:8px;font-family:'Consolas','Monaco',monospace;\">\n<h2 style=\"font-family:sans-serif;color:#fff;margin:0 0 16px 0;\">📊 Topic × Domain Matrix: 50 Kontasks</h2>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#98c379;margin:0 0 12px 0;\">Classification Results</h3>\n<p style=\"margin:0;color:#abb2bf;\">Each kontask mapped to primary Topic (WHAT) and Domain (WHERE):</p>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;overflow-x:auto;\">\n<table style=\"width:100%;border-collapse:collapse;font-size:11px;\">\n<tr style=\"border-bottom:2px solid #444;\">\n  <th style=\"text-align:left;padding:6px;color:#7f848e;width:40%;\">#</th>\n  <th style=\"text-align:left;padding:6px;color:#e5c07b;\">Topic</th>\n  <th style=\"text-align:left;padding:6px;color:#61afef;\">Domain</th>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Generic Domains for 80% of Projects</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Domains: The \"Where\" Dimension</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Domains: The Coverage Dimension</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Single Flow + 12 Lifecycle Topics</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Core</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Topics as Dev Lifecycle Phases</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Topic Analysis: 500 Kontasks</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#f59e0b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Data</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Single Flow + Rich Topics Design</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">kontasksByFlow Timeline Fix</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Flow Timeline Implementation</td><td style=\"padding:4px;\"><span style=\"background:#61afef;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI/UX</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Flow Graph Visualization Analysis</td><td style=\"padding:4px;\"><span style=\"background:#61afef;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI/UX</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Flow Graph View Verification</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Flow Graph Lazy Loading Disabled</td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Perf</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">vis-flow-graph.ts Test Suite</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Konui Crash Investigation</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#ec4899;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Infra</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">ISO Year Boundary Fix</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Core</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Test Coverage: gvTopic, gvQuotaPeriod</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#f59e0b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Data</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Flow & Graph Test Coverage Review</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#f59e0b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Data</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Schema Docs: Temporal & Topic Edges</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">gvTopicSchema.md Created</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Flow & Graph Design Doc Created</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Topic Dimension: MCP Tools, UI</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#8b5cf6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">API</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Semantic Topic Dimension Implemented</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Core</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn 281fabc6 Investigation</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#f59e0b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Data</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">gvFlow Graph: Temporal & Semantic</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#f59e0b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Data</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Flows Page Performance Fix</td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Perf</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Kontasks Moved to Flows</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#f59e0b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Data</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Flow Graph UI Already Created</td><td style=\"padding:4px;\"><span style=\"background:#61afef;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI/UX</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Flows Renamed</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#f59e0b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Data</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Kontask Flow Groupings Analysis</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#f59e0b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Data</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">View Turn Button Fix: URL Format</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">View Turn Button Added</td><td style=\"padding:4px;\"><span style=\"background:#61afef;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI/UX</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Claude's Statements in Turn</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#06b6d4;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Intg</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn Review: Choice Buttons</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">CLAUDE.md Recent Changes Diff</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn Review: Debug Button</td><td style=\"padding:4px;\"><span style=\"background:#61afef;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI/UX</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn Tools & Sessions UI Docs</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Debug Turn Button Enhanced</td><td style=\"padding:4px;\"><span style=\"background:#61afef;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI/UX</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn Playback Buttons Analysis</td><td style=\"padding:4px;\"><span style=\"background:#61afef;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI/UX</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn Summary Mode Test</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#8b5cf6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">API</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn Review Tools: Summary, Pagination</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#8b5cf6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">API</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn Review Tools Implemented</td><td style=\"padding:4px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Arch</span></td><td style=\"padding:4px;\"><span style=\"background:#8b5cf6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">API</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn Review Optimization Proposal</td><td style=\"padding:4px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Perf</span></td><td style=\"padding:4px;\"><span style=\"background:#8b5cf6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">API</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn Analysis: Button Rendering</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Service Restart Safety Docs</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Root Cause: Konui Restart Broke Turn</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#ec4899;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Infra</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn Analysis: Missing Kontask</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#f59e0b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Data</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Navbar Guide Documentation</td><td style=\"padding:4px;\"><span style=\"background:#61afef;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI/UX</span></td><td style=\"padding:4px;\"><span style=\"background:#64748b;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">Docs</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Git Dropdown Touch Fix</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Git Status Dropdown Feature</td><td style=\"padding:4px;\"><span style=\"background:#61afef;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI/UX</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:4px 6px;\">Turn Playback Kontask Link Fix</td><td style=\"padding:4px;\"><span style=\"background:#f97316;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">DevOps</span></td><td style=\"padding:4px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 4px;border-radius:3px;font-size:10px;\">UI</span></td></tr>\n</table>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#e5c07b;margin:0 0 12px 0;\">📊 Distribution Summary</h3>\n<table style=\"width:100%;border-collapse:collapse;\">\n<tr>\n<td style=\"vertical-align:top;padding-right:20px;\">\n<h4 style=\"color:#e5c07b;margin:0 0 8px 0;\">Topics (WHAT)</h4>\n<table style=\"border-collapse:collapse;\">\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#c678dd;color:#fff;padding:1px 6px;border-radius:3px;\">Arch</span></td><td style=\"padding:2px 8px;color:#98c379;font-weight:bold;\">18 (36%)</td></tr>\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#f97316;color:#fff;padding:1px 6px;border-radius:3px;\">DevOps</span></td><td style=\"padding:2px 8px;color:#98c379;font-weight:bold;\">20 (40%)</td></tr>\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#61afef;color:#fff;padding:1px 6px;border-radius:3px;\">UI/UX</span></td><td style=\"padding:2px 8px;color:#98c379;font-weight:bold;\">9 (18%)</td></tr>\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 6px;border-radius:3px;\">Perf</span></td><td style=\"padding:2px 8px;color:#98c379;font-weight:bold;\">3 (6%)</td></tr>\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#e5c07b;color:#000;padding:1px 6px;border-radius:3px;\">Pipeline</span></td><td style=\"padding:2px 8px;color:#7f848e;\">0 (0%)</td></tr>\n</table>\n</td>\n<td style=\"vertical-align:top;\">\n<h4 style=\"color:#61afef;margin:0 0 8px 0;\">Domains (WHERE)</h4>\n<table style=\"border-collapse:collapse;\">\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#3b82f6;color:#fff;padding:1px 6px;border-radius:3px;\">UI</span></td><td style=\"padding:2px 8px;color:#98c379;font-weight:bold;\">18 (36%)</td></tr>\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#64748b;color:#fff;padding:1px 6px;border-radius:3px;\">Docs</span></td><td style=\"padding:2px 8px;color:#98c379;font-weight:bold;\">12 (24%)</td></tr>\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#f59e0b;color:#fff;padding:1px 6px;border-radius:3px;\">Data</span></td><td style=\"padding:2px 8px;color:#98c379;font-weight:bold;\">9 (18%)</td></tr>\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#8b5cf6;color:#fff;padding:1px 6px;border-radius:3px;\">API</span></td><td style=\"padding:2px 8px;color:#98c379;font-weight:bold;\">5 (10%)</td></tr>\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#22c55e;color:#fff;padding:1px 6px;border-radius:3px;\">Core</span></td><td style=\"padding:2px 8px;color:#98c379;font-weight:bold;\">3 (6%)</td></tr>\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#ec4899;color:#fff;padding:1px 6px;border-radius:3px;\">Infra</span></td><td style=\"padding:2px 8px;color:#7f848e;\">2 (4%)</td></tr>\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#06b6d4;color:#fff;padding:1px 6px;border-radius:3px;\">Intg</span></td><td style=\"padding:2px 8px;color:#7f848e;\">1 (2%)</td></tr>\n<tr><td style=\"padding:2px 8px;\"><span style=\"background:#ef4444;color:#fff;padding:1px 6px;border-radius:3px;\">Auth</span></td><td style=\"padding:2px 8px;color:#7f848e;\">0 (0%)</td></tr>\n</table>\n</td>\n</tr>\n</table>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#c678dd;margin:0 0 12px 0;\">🔀 Cross-Reference Matrix</h3>\n<pre style=\"background:#252525;padding:12px;border-radius:4px;color:#e0e0e0;margin:0;overflow-x:auto;font-size:11px;\">\n              │ <span style=\"color:#3b82f6;\">UI</span>   │ <span style=\"color:#64748b;\">Docs</span> │ <span style=\"color:#f59e0b;\">Data</span> │ <span style=\"color:#8b5cf6;\">API</span>  │ <span style=\"color:#22c55e;\">Core</span> │ <span style=\"color:#ec4899;\">Infra</span>│ <span style=\"color:#06b6d4;\">Intg</span> │ <span style=\"color:#ef4444;\">Auth</span>\n──────────────┼──────┼──────┼──────┼──────┼──────┼──────┼──────┼──────\n<span style=\"color:#c678dd;\">Architecture</span>  │  0   │ <span style=\"color:#98c379;font-weight:bold;\">10</span>   │  4   │  3   │  1   │  0   │  0   │  0   = 18\n<span style=\"color:#f97316;\">DevOps</span>        │ <span style=\"color:#98c379;font-weight:bold;\">10</span>   │  1   │  5   │  1   │  1   │  2   │  1   │  0   = 21\n<span style=\"color:#61afef;\">UI/UX</span>         │  7   │  1   │  0   │  0   │  0   │  0   │  0   │  0   = 8\n<span style=\"color:#22c55e;\">Performance</span>   │  2   │  0   │  0   │  1   │  0   │  0   │  0   │  0   = 3\n<span style=\"color:#e5c07b;\">Pipeline</span>      │  0   │  0   │  0   │  0   │  0   │  0   │  0   │  0   = 0\n──────────────┼──────┼──────┼──────┼──────┼──────┼──────┼──────┼──────\n              │ 19   │ 12   │  9   │  5   │  2   │  2   │  1   │  0   = 50\n</pre>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;\">\n<h3 style=\"color:#f43f5e;margin:0 0 12px 0;\">💡 Insights</h3>\n<ul style=\"margin:0;padding-left:20px;line-height:1.8;\">\n<li><strong style=\"color:#98c379;\">Good spread:</strong> 6 of 8 domains used (75%), 4 of 5 topics used (80%)</li>\n<li><strong style=\"color:#f97316;\">Hot spots:</strong> DevOps×UI (10), Architecture×Docs (10) - makes sense for vibetools dev</li>\n<li><strong style=\"color:#7f848e;\">Cold spots:</strong> Auth (0), Integration (1) - expected during heavy dev-tooling phase</li>\n<li><strong style=\"color:#7f848e;\">Pipeline topic (0):</strong> Only appears in product scope, these are all vibetools kontasks</li>\n<li><strong style=\"color:#61afef;\">Domains proving useful:</strong> UI, Docs, Data, API all have significant usage</li>\n<li><strong style=\"color:#c678dd;\">Domains that might merge:</strong> Infra+Core could be \"Backend\" if needed</li>\n</ul>\n<p style=\"margin:16px 0 0 0;padding:12px;background:#252525;border-radius:4px;color:#abb2bf;\">\n<strong>Verdict:</strong> The 8 domains work well. Auth/Integration are low now but would be used in auth-related work. Consider keeping all 8 or offering a \"minimal 6\" variant (drop Auth, Integration for simpler projects).\n</p>\n</div>\n\n</div>",
    "requestedAt": "2026-01-10T10:40:00.000Z",
    "requestId": "0ed35106-1d65-4dc2-a9b3-e180df2072fa",
    "choices": [
      {
        "label": "Keep all 8 domains",
        "value": "Proceed with all 8 domains: UI, API, Core, Data, Auth, Integration, Infra, Docs. They provide good coverage.",
        "primary": true
      },
      {
        "label": "Minimal 6 domains",
        "value": "Drop Auth and Integration for a simpler set: UI, API, Core, Data, Infra, Docs."
      },
      {
        "label": "Need product data",
        "value": "This sample is biased towards vibetools. Analyze product-scope kontasks to see Auth, Integration, Pipeline usage."
      }
    ],
    "turnTiming": {
      "totalMs": 123382,
      "ttfeMs": 43,
      "thinkingMs": 123339,
      "toolExecutionMs": 0,
      "toolCallCount": 0,
      "thinkingPct": 100,
      "toolsPct": 0,
      "ttfePct": 0
    }
  },
  "createdBy": "claude",
  "createdAt": "2026-01-10T10:23:51.201Z",
  "updatedAt": "2026-01-10T10:23:56.590Z",
  "requestId": "0ed35106-1d65-4dc2-a9b3-e180df2072fa",
  "scope": "vibetools",
  "tags": [
    "schema",
    "domains",
    "topics",
    "analysis"
  ],
  "sessionId": "ses_7c4eba4a-596",
  "flowId": "flow_01KEHQ5A6Y7SHWCMHHZYGBC592",
  "flowLinks": [
    {
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      "createdAt": "2026-01-10T10:23:51.201Z"
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}