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Completed
on 10 Jan 2026, 11:15 pm

Output

✅ Flow Topic/Domain Classification

Flows now auto-classify on creation and update, enabling PRIMARY_TOPIC_MATCH and PRIMARY_DOMAIN_MATCH signals in gravity calculations.

Changes Made

gv-flow-store.ts
├── classifyAndLinkFlow()   # Helper to classify flow text
├── createFlow()            # Now calls classification after creation
├── updateFlow()            # Reclassifies on title/description change
├── classifyUnclassifiedFlows()  # Retroactive classification
└── reclassifyFlow()        # Manual reclassification

Test Results

Type Check ✓ Pass
Create Flow ✓ 10 topic edges created
Update Flow ✓ Re-classified correctly
Retroactive ✓ Skips already-classified flows

Example Classification

Flow: "Fix authentication bug in login form"

Primary: topic_bugfix (belongs_to, score: 80)
Secondary: topic_standards (touches, score: 60)
           topic_planning (touches, score: 50)
           topic_testing (touches, score: 50)
           ... +6 more topics

Impact on Gravity

With flows now classified:

  • PRIMARY_TOPIC_MATCH (+25 weight) now fires when kontask matches flow's primary topic
  • PRIMARY_DOMAIN_MATCH (+25 weight) now fires when kontask matches flow's primary domain
  • Combined with temporal signals, kontasks should now reach the 50-point threshold more reliably

Commit: 5774a370

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Original Request

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Details

Type General
Status Completed
Scope greatvibe
Tags gravityflowsclassification
Created 10 Jan 2026, 11:15 pm
Updated 10 Jan 2026, 11:15 pm
Timing
⏱️ 248.3s
0 tools
TTFE 0% Thinking 100% Tools 0%
Created By claude

📋 Claude's Context

Session ses_7c4eba4a...

Raw Data

{
  "id": "02c86392-c7a9-4349-8bd9-4094de39066c",
  "type": "general",
  "status": "completed",
  "title": "Flow Topic/Domain Classification Added",
  "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;\">✅ Flow Topic/Domain Classification</h2>\n\n<p style=\"color:#98c379;font-size:14px;margin:0 0 16px 0;\">Flows now auto-classify on creation and update, enabling PRIMARY_TOPIC_MATCH and PRIMARY_DOMAIN_MATCH signals in gravity calculations.</p>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 8px 0;\">Changes Made</h3>\n<pre style=\"background:#2d2d2d;padding:12px;border-radius:6px;overflow-x:auto;line-height:1.6;color:#e0e0e0;font-size:13px;\">\n<span style=\"color:#e5c07b;\">gv-flow-store.ts</span>\n├── <span style=\"color:#98c379;\">classifyAndLinkFlow()</span>   <span style=\"color:#7f848e;\"># Helper to classify flow text</span>\n├── <span style=\"color:#98c379;\">createFlow()</span>            <span style=\"color:#7f848e;\"># Now calls classification after creation</span>\n├── <span style=\"color:#98c379;\">updateFlow()</span>            <span style=\"color:#7f848e;\"># Reclassifies on title/description change</span>\n├── <span style=\"color:#98c379;\">classifyUnclassifiedFlows()</span>  <span style=\"color:#7f848e;\"># Retroactive classification</span>\n└── <span style=\"color:#98c379;\">reclassifyFlow()</span>        <span style=\"color:#7f848e;\"># Manual reclassification</span>\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 8px 0;\">Test Results</h3>\n<table style=\"width:100%;border-collapse:collapse;font-size:13px;margin:8px 0;\">\n<tr style=\"background:#2d2d2d;\">\n  <td style=\"padding:8px;border:1px solid #444;\">Type Check</td>\n  <td style=\"padding:8px;border:1px solid #444;\"><span style=\"color:#98c379;\">✓ Pass</span></td>\n</tr>\n<tr>\n  <td style=\"padding:8px;border:1px solid #444;\">Create Flow</td>\n  <td style=\"padding:8px;border:1px solid #444;\"><span style=\"color:#98c379;\">✓ 10 topic edges created</span></td>\n</tr>\n<tr style=\"background:#2d2d2d;\">\n  <td style=\"padding:8px;border:1px solid #444;\">Update Flow</td>\n  <td style=\"padding:8px;border:1px solid #444;\"><span style=\"color:#98c379;\">✓ Re-classified correctly</span></td>\n</tr>\n<tr>\n  <td style=\"padding:8px;border:1px solid #444;\">Retroactive</td>\n  <td style=\"padding:8px;border:1px solid #444;\"><span style=\"color:#98c379;\">✓ Skips already-classified flows</span></td>\n</tr>\n</table>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 8px 0;\">Example Classification</h3>\n<p style=\"color:#abb2bf;font-size:13px;margin:4px 0;\">Flow: <span style=\"color:#e5c07b;\">\"Fix authentication bug in login form\"</span></p>\n<pre style=\"background:#2d2d2d;padding:12px;border-radius:6px;overflow-x:auto;line-height:1.6;color:#e0e0e0;font-size:12px;\">\n<span style=\"color:#c678dd;\">Primary:</span> topic_bugfix (belongs_to, score: 80)\n<span style=\"color:#56b6c2;\">Secondary:</span> topic_standards (touches, score: 60)\n           topic_planning (touches, score: 50)\n           topic_testing (touches, score: 50)\n           ... +6 more topics\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 8px 0;\">Impact on Gravity</h3>\n<p style=\"color:#abb2bf;font-size:13px;line-height:1.5;margin:0;\">\nWith flows now classified:\n</p>\n<ul style=\"color:#abb2bf;font-size:13px;line-height:1.6;margin:8px 0;padding-left:20px;\">\n<li><span style=\"color:#98c379;\">PRIMARY_TOPIC_MATCH</span> (+25 weight) now fires when kontask matches flow's primary topic</li>\n<li><span style=\"color:#98c379;\">PRIMARY_DOMAIN_MATCH</span> (+25 weight) now fires when kontask matches flow's primary domain</li>\n<li>Combined with temporal signals, kontasks should now reach the 50-point threshold more reliably</li>\n</ul>\n\n<p style=\"color:#7f848e;font-size:12px;margin:16px 0 0 0;\">Commit: <span style=\"color:#61afef;\">5774a370</span></p>\n</div>",
    "choices": [
      {
        "label": "Run gravity test",
        "value": "Run the last 10 kontasks through the gravity well again to verify PRIMARY_TOPIC_MATCH is now firing",
        "primary": true
      },
      {
        "label": "Classify existing flows",
        "value": "Run classifyUnclassifiedFlows() to retroactively classify all existing flows"
      },
      {
        "label": "View edge stats",
        "value": "Show edge statistics to see the new flow-topic and flow-domain edges"
      }
    ],
    "requestId": "fd5bf4fa-fb1e-47bc-bf07-45b511eb3e38",
    "turnTiming": {
      "totalMs": 248284,
      "ttfeMs": 59,
      "thinkingMs": 248225,
      "toolExecutionMs": 0,
      "toolCallCount": 0,
      "thinkingPct": 100,
      "toolsPct": 0,
      "ttfePct": 0
    }
  },
  "createdBy": "claude",
  "createdAt": "2026-01-10T13:15:41.149Z",
  "updatedAt": "2026-01-10T13:15:47.696Z",
  "requestId": "fd5bf4fa-fb1e-47bc-bf07-45b511eb3e38",
  "scope": "greatvibe",
  "tags": [
    "gravity",
    "flows",
    "classification"
  ],
  "sessionId": "ses_7c4eba4a-596"
}
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