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{
  "id": "e28949c7-febd-47b6-9c29-6505effc0f02",
  "type": "general",
  "status": "completed",
  "title": "gv-gravity.ts: Weighted Gravity Model Complete",
  "description": "Phase 1 implementation of flow membership gravity calculator",
  "context": {
    "output": "<div style=\"background:#1e1e1e;color:#e0e0e0;padding:24px;border-radius:8px;font-family:'Consolas','Monaco',monospace;line-height:1.6;\">\n\n<h1 style=\"font-family:sans-serif;color:#fff;margin:0 0 8px 0;font-size:28px;\">✅ gv-gravity.ts Implementation Complete</h1>\n<p style=\"color:#7f848e;margin:0 0 24px 0;font-size:14px;\">Phase 1: Flow Membership Gravity Calculator</p>\n\n<hr style=\"border:none;border-top:1px solid #3d3d3d;margin:20px 0;\">\n\n<h2 style=\"font-family:sans-serif;color:#61afef;margin:24px 0 12px 0;\">📦 Files Created</h2>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;line-height:1.8;\">\n<span style=\"color:#56b6c2;font-weight:bold;\">/konnectvol/konui/src/</span>\n└── <span style=\"color:#98c379;font-weight:bold;\">gv-gravity.ts</span>     <span style=\"color:#7f848e;\"># 580 lines - gravity calculator</span>\n\n<span style=\"color:#56b6c2;font-weight:bold;\">/konnectvol/konui/tests/</span>\n└── <span style=\"color:#98c379;font-weight:bold;\">gv-gravity.test.ts</span> <span style=\"color:#7f848e;\"># 558 lines - 30 tests</span>\n</pre>\n\n<hr style=\"border:none;border-top:1px solid #3d3d3d;margin:20px 0;\">\n\n<h2 style=\"font-family:sans-serif;color:#61afef;margin:24px 0 12px 0;\">🧲 Signal Weights Implemented</h2>\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;\">\n<table style=\"width:100%;border-collapse:collapse;color:#e0e0e0;\">\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<th style=\"text-align:left;padding:8px;color:#61afef;\">Signal</th>\n<th style=\"text-align:center;padding:8px;color:#98c379;\">Weight</th>\n<th style=\"text-align:left;padding:8px;color:#e5c07b;\">Description</th>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">EXPLICIT_FLOW_ID</code></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#98c379;\">+50</span></td>\n<td style=\"padding:8px;\">Claude provides flowId → instant join</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">DECISION_DEPENDENCY</code></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#e5c07b;\">+40</span></td>\n<td style=\"padding:8px;\">References decision in flow</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">PRIMARY_TOPIC_MATCH</code></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#e5c07b;\">+25</span></td>\n<td style=\"padding:8px;\">Same primary topic as flow</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">PRIMARY_DOMAIN_MATCH</code></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#e5c07b;\">+25</span></td>\n<td style=\"padding:8px;\">Same primary domain as flow</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">TEMPORAL_5H</code></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#c678dd;\">+15</span></td>\n<td style=\"padding:8px;\">Within 5 hours of flow activity</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">TEMPORAL_24H</code></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#c678dd;\">+10</span></td>\n<td style=\"padding:8px;\">Within 24 hours</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">TEMPORAL_7D</code></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#c678dd;\">+5</span></td>\n<td style=\"padding:8px;\">Within 7 days</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">SECONDARY_TOPIC_MATCH</code></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#7f848e;\">+10</span></td>\n<td style=\"padding:8px;\">Touches same topic</td>\n</tr>\n<tr>\n<td style=\"padding:8px;\"><code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">SECONDARY_DOMAIN_MATCH</code></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#7f848e;\">+10</span></td>\n<td style=\"padding:8px;\">Touches same domain</td>\n</tr>\n</table>\n<p style=\"margin:12px 0 0 0;color:#98c379;\"><strong>Threshold: 50 points to join a flow</strong></p>\n</div>\n\n<hr style=\"border:none;border-top:1px solid #3d3d3d;margin:20px 0;\">\n\n<h2 style=\"font-family:sans-serif;color:#61afef;margin:24px 0 12px 0;\">🔧 Exported Functions</h2>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;\">\n<span style=\"color:#7f848e;\">// Main gravity calculation</span>\n<span style=\"color:#c678dd;\">calculateGravity</span>(input: GravityInput): Promise&lt;GravityResult&gt;\n\n<span style=\"color:#7f848e;\">// Classification helper</span>\n<span style=\"color:#c678dd;\">classifyKontask</span>(title, description?): { topics, domains, primaryTopic, primaryDomain }\n\n<span style=\"color:#7f848e;\">// Get candidate flows</span>\n<span style=\"color:#c678dd;\">getActiveFlowsForGravity</span>(): Promise&lt;GvFlow[]&gt;\n\n<span style=\"color:#7f848e;\">// Borderline detection</span>\n<span style=\"color:#c678dd;\">getBorderlineMatches</span>(result: GravityResult): GravityMatch[]\n<span style=\"color:#c678dd;\">hasBorderlineMatches</span>(result: GravityResult): boolean\n\n<span style=\"color:#7f848e;\">// Constants</span>\n<span style=\"color:#e5c07b;\">FLOW_MEMBERSHIP_THRESHOLD</span> = 50\n<span style=\"color:#e5c07b;\">GRAVITY_WEIGHTS</span> = { ... }\n<span style=\"color:#e5c07b;\">BORDERLINE_THRESHOLD</span> = { MIN: 30, MAX: 49 }\n</pre>\n\n<hr style=\"border:none;border-top:1px solid #3d3d3d;margin:20px 0;\">\n\n<h2 style=\"font-family:sans-serif;color:#61afef;margin:24px 0 12px 0;\">✅ Test Results</h2>\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;\">\n<pre style=\"margin:0;color:#98c379;\">ok | 30 passed | 0 failed (36ms)</pre>\n<p style=\"margin:12px 0 0 0;color:#e0e0e0;\">Tests cover:</p>\n<ul style=\"margin:8px 0 0 0;padding-left:20px;color:#e0e0e0;\">\n<li>Signal weight values and combinations</li>\n<li>hoursBetween helper function</li>\n<li>Topic/domain classification</li>\n<li>Topic/domain overlap detection</li>\n<li>Borderline match detection</li>\n<li>Integration: orphan when no active flows</li>\n<li>Integration: explicit flowId instant match</li>\n<li>Integration: topic+domain matching</li>\n<li>Integration: temporal proximity signal</li>\n<li>getActiveFlowsForGravity (active + review only)</li>\n</ul>\n</div>\n\n<hr style=\"border:none;border-top:1px solid #3d3d3d;margin:20px 0;\">\n\n<h2 style=\"font-family:sans-serif;color:#61afef;margin:24px 0 12px 0;\">📝 Git Commit</h2>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;color:#e0e0e0;\">\ncommit <span style=\"color:#e5c07b;\">a40eab5b</span>\n\nTurn: Implement gv-gravity.ts weighted gravity model (Phase 1)\n\n+ konui/src/gv-gravity.ts (580 lines)\n+ konui/tests/gv-gravity.test.ts (558 lines)\n</pre>\n\n<hr style=\"border:none;border-top:1px solid #3d3d3d;margin:20px 0;\">\n\n<h2 style=\"font-family:sans-serif;color:#61afef;margin:24px 0 12px 0;\">🚀 Next Steps (Remaining Phases)</h2>\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;\">\n<p style=\"margin:0 0 12px 0;\"><strong style=\"color:#d19a66;\">Phase 2:</strong> <span style=\"color:#98c379;\">Integrate into router.ts</span></p>\n<ul style=\"margin:0 0 16px 0;padding-left:20px;color:#e0e0e0;\">\n<li>Replace session-based flow lookup with gravity</li>\n<li>Add topic/domain classification at kontask creation</li>\n<li>Store primaryTopic/primaryDomain on kontasks</li>\n</ul>\n\n<p style=\"margin:0 0 12px 0;\"><strong style=\"color:#d19a66;\">Phase 3:</strong> <span style=\"color:#98c379;\">Remove session-flow binding</span></p>\n<ul style=\"margin:0 0 16px 0;padding-left:20px;color:#e0e0e0;\">\n<li>Delete linkSessionToFlow, getFlowIdForSession</li>\n<li>Remove session-flow edge types</li>\n<li>Clean up GvFlow interface</li>\n</ul>\n\n<p style=\"margin:0 0 12px 0;\"><strong style=\"color:#d19a66;\">Phase 4:</strong> <span style=\"color:#98c379;\">Orphan pool + MCP tools</span></p>\n<ul style=\"margin:0;padding-left:20px;color:#e0e0e0;\">\n<li>Add konui_list_orphan_kontasks</li>\n<li>Add konui_get_gravity_suggestions</li>\n<li>Add konui_link_orphan_to_flow</li>\n</ul>\n</div>\n\n</div>",
    "requestedAt": "2026-01-10T12:00:00Z",
    "requestId": "54c066be-78a0-4a69-af84-2be49cf90b39",
    "commitSha": "a40eab5b",
    "choices": [
      {
        "label": "Phase 2: Integrate",
        "value": "Proceed with Phase 2: Integrate the gravity calculator into router.ts, replacing the session-based flow lookup with gravity-based matching.",
        "primary": true
      },
      {
        "label": "Write schema doc",
        "value": "Create gvGravitySchema.md in /gv/docs/ to formally document the gravity algorithm before continuing with integration."
      },
      {
        "label": "Test more scenarios",
        "value": "Add more edge case tests to the gravity module before proceeding with integration."
      },
      {
        "label": "Review the code",
        "value": "Show me the full gv-gravity.ts implementation so I can review it before we continue."
      }
    ],
    "turnTiming": {
      "totalMs": 720129,
      "ttfeMs": 70,
      "thinkingMs": 720059,
      "toolExecutionMs": 0,
      "toolCallCount": 0,
      "thinkingPct": 100,
      "toolsPct": 0,
      "ttfePct": 0
    }
  },
  "createdBy": "claude",
  "createdAt": "2026-01-10T12:38:16.208Z",
  "updatedAt": "2026-01-10T12:43:33.538Z",
  "requestId": "54c066be-78a0-4a69-af84-2be49cf90b39",
  "scope": "greatvibe",
  "tags": [
    "flows",
    "gravity",
    "implementation"
  ],
  "sessionId": "ses_7c4eba4a-596",
  "flowId": "flow_01KEHQ5A6Y7SHWCMHHZYGBC592",
  "flowLinks": [
    {
      "flowId": "flow_01KEHQ5A6Y7SHWCMHHZYGBC592",
      "edgeType": "evidence",
      "createdAt": "2026-01-10T12:38:16.208Z"
    }
  ]
}