Output

🌌 Flow Membership Design

Weighted Gravity Model for Kontask → Flow Assignment

📋 Executive Summary

Problem: Current implementation treats sessions as flow markers, pulling all session work into flows. This creates noise - server restarts, misc questions, and quick Q&A should NOT be in flows.

Solution: Replace session-based flow assignment with a weighted gravity model where kontasks are orphans by default and only join flows when combined signals exceed a threshold.

Key Insight: Most turns shouldn't create kontasks at all. For those that do, kontasks should remain orphans unless there's strong evidence they belong to a flow.

🧲 The Gravity Calculator

Signal Weights

// Threshold: 50 points to join a flow
const FLOW_MEMBERSHIP_THRESHOLD = 50;

// Signal weights
const WEIGHTS = {
  // Instant inclusion (Claude explicitly links)
  EXPLICIT_FLOW_ID:       +50,  // flowId provided → immediate join
  
  // Strong signals
  DECISION_DEPENDENCY:    +40,  // kontask references a decision in flow
  PRIMARY_TOPIC_MATCH:    +25,  // same primary topic as flow
  PRIMARY_DOMAIN_MATCH:   +25,  // same primary domain as flow
  
  // Medium signals
  TEMPORAL_5H:            +15,  // within 5 hours of flow activity
  TEMPORAL_24H:           +10,  // within 24 hours
  TEMPORAL_7D:            +5,   // within 7 days
  
  // Weak signals
  SECONDARY_TOPIC_MATCH:  +10,  // touches same topic
  SECONDARY_DOMAIN_MATCH: +10,  // touches same domain
};

Calculation Algorithm

function calculateGravity(kontask, candidateFlows): FlowMatch[] {
  // 1. If explicit flowId, instant match
  if (kontask.flowId) {
    return [{ flowId: kontask.flowId, score: 50, reason: 'explicit' }];
  }

  // 2. Score each candidate flow
  const matches = candidateFlows.map(flow => {
    let score = 0;
    const reasons: string[] = [];

    // Decision dependency (check if kontask refs a decision in this flow)
    if (kontask.decisionId && flowHasDecision(flow, kontask.decisionId)) {
      score += WEIGHTS.DECISION_DEPENDENCY;
      reasons.push('decision-dep');
    }

    // Topic overlap
    if (kontask.primaryTopic === flow.primaryTopic) {
      score += WEIGHTS.PRIMARY_TOPIC_MATCH;
      reasons.push(`topic:${kontask.primaryTopic}`);
    } else if (hasTopicOverlap(kontask, flow)) {
      score += WEIGHTS.SECONDARY_TOPIC_MATCH;
      reasons.push('topic-secondary');
    }

    // Domain overlap
    if (kontask.primaryDomain === flow.primaryDomain) {
      score += WEIGHTS.PRIMARY_DOMAIN_MATCH;
      reasons.push(`domain:${kontask.primaryDomain}`);
    } else if (hasDomainOverlap(kontask, flow)) {
      score += WEIGHTS.SECONDARY_DOMAIN_MATCH;
      reasons.push('domain-secondary');
    }

    // Temporal proximity (based on flow's lastActivityAt)
    const hoursAgo = hoursSince(flow.lastActivityAt);
    if (hoursAgo <= 5) {
      score += WEIGHTS.TEMPORAL_5H;
      reasons.push('temporal-5h');
    } else if (hoursAgo <= 24) {
      score += WEIGHTS.TEMPORAL_24H;
      reasons.push('temporal-24h');
    } else if (hoursAgo <= 168) { // 7 days
      score += WEIGHTS.TEMPORAL_7D;
      reasons.push('temporal-7d');
    }

    return { flowId: flow.id, score, reasons };
  });

  // 3. Filter by threshold and sort
  return matches
    .filter(m => m.score >= FLOW_MEMBERSHIP_THRESHOLD)
    .sort((a, b) => b.score - a.score);
}

Examples

✅ Joins flow (score ≥50):

Explicit flowId: +50 = 50 ✓
Primary topic + Primary domain: 25+25 = 50 ✓
Primary topic + Temporal 5h + Secondary domain: 25+15+10 = 50 ✓
Decision dependency + Temporal 24h: 40+10 = 50 ✓

❌ Stays orphan (score <50):

Temporal 5h only: +15 = 15 ✗
Secondary topic + Secondary domain: 10+10 = 20 ✗
Primary topic only: +25 = 25 ✗
Primary topic + Temporal 7d: 25+5 = 30 ✗

🔧 Where Gravity Lives: Konui vs Claude

Responsibility	Konui (Server)	Claude (In-Turn)
Explicit linking	—	✅ Provides `flowId` in kontask creation
Topic classification	✅ `classifyText()` in gv-topic-store	—
Domain classification	✅ `classifyDomain()` in gv-domain-store	—
Temporal proximity	✅ Compare timestamps	—
Decision dependency	✅ Check edge graph	May provide decisionId hint
Gravity calculation	✅ Run algorithm on kontask creation	—
Flow curation	Stores edges, provides suggestions	✅ Reviews orphan pool, merges flows

Key Design Decisions

Konui runs gravity — All scoring happens server-side at kontask creation time
Claude provides hints — Can specify flowId for instant inclusion, or decisionId for dependency signal
Orphan pool for curation — Kontasks below threshold stay orphans; Claude can review and link later
No session binding — Sessions are invisible to flow membership; removed entirely

🗑️ Code to Remove (Session-Based Flow Logic)

gv-flow-store.ts — Functions to DELETE

// ❌ DELETE: Session binding (lines ~180-220)
linkSessionToFlow(sessionId, flowId, role)
unlinkSessionFromFlow(sessionId, flowId)
getSessionsByFlow(flowId)
getFlowsBySession(sessionId)

// ❌ DELETE: Emergent flow from session (lines ~430-500)
getOrCreateFlowForSession(sessionId, prompt)
getFlowIdForSession(sessionId)      // Called from router.ts:704

// ❌ DELETE: Simple keyword matching (lines ~550-600)
suggestMatchingFlows(prompt)         // Replace with gravity calculator

gv-flow-types.ts — Types to REMOVE

// ❌ REMOVE: Session binding types
SessionFlowLink
FlowSessionRole  // 'owner' | 'contributor'

// ❌ REMOVE from GvFlow interface:
sessionIds: string[]       // Denormalized session list
ownerSessionId?: string    // Session that started flow

gv-edge-store.ts — Edge Types to REMOVE

// ❌ REMOVE: Session-related edges
createSessionFlowEdge(sessionId, flowId, role)
removeSessionFlowEdge(sessionId, flowId)

// ❌ REMOVE from EdgeIndex:
sessionToFlows: Map<string, string[]>
flowToSessions: Map<string, string[]>

router.ts — Logic to REPLACE (lines 700-750)

// ❌ REMOVE: Session-based flow lookup
if (!resolvedFlowId && body.sessionId) {
  resolvedFlowId = await gvFlowStore.getFlowIdForSession(body.sessionId);
}

// ✅ REPLACE WITH: Gravity calculation
const gravityMatches = await calculateGravity(kontask, activeFlows);
if (gravityMatches.length > 0) {
  resolvedFlowId = gravityMatches[0].flowId;
} else {
  // Kontask stays orphan
}

🆕 New Components to BUILD

1. gv-gravity.ts — The Gravity Calculator

/**
 * Gravity calculator for flow membership.
 * Evaluates kontask signals against candidate flows.
 */

export interface GravityInput {
  kontaskId: string;
  title: string;
  description?: string;
  flowId?: string;        // Explicit link (instant join)
  decisionId?: string;    // Decision dependency hint
  createdAt: string;
}

export interface GravityMatch {
  flowId: string;
  score: number;
  reasons: string[];      // ['topic:bugfix', 'temporal-5h', ...]
  meetsThreshold: boolean;
}

export function calculateGravity(input: GravityInput): Promise<GravityMatch[]>
export function getActiveFlowsForGravity(): Promise<GvFlow[]>
export function classifyKontask(title: string, description?: string): {
  topics: TopicMatch[];
  domains: DomainMatch[];
}

2. Orphan Pool Management

// MCP tools for orphan curation
konui_list_orphan_kontasks      // Get kontasks not in any flow
konui_get_gravity_suggestions   // Get borderline matches (score 30-49)
konui_link_orphan_to_flow       // Manual curation by Claude

3. Enhanced Kontask Creation

// Add to kontask creation in router.ts

async function handleCreateKontask(body) {
  // 1. Classify kontask text
  const { topics, domains } = classifyKontask(body.title, body.description);
  
  // 2. Store classification on kontask
  body.primaryTopic = topics[0]?.topicId;
  body.primaryDomain = domains[0]?.domainId;
  
  // 3. Create kontask
  const kontask = kontaskStore.createKontask(body);
  
  // 4. Run gravity calculator
  const matches = await calculateGravity({
    kontaskId: kontask.id,
    title: body.title,
    description: body.description,
    flowId: body.flowId,
    decisionId: body.decisionId,
    createdAt: kontask.createdAt,
  });
  
  // 5. Link to best flow if threshold met
  if (matches[0]?.meetsThreshold) {
    await linkKontaskToFlow(kontask.id, matches[0].flowId, 'evidence');
  }
  // Otherwise: kontask stays orphan
  
  return kontask;
}

📐 Schema Integration

The gravity model integrates with existing schemas:

Schema	Used For	Signal Weight
`gvTopicSchema`	12 lifecycle topics (WHAT phase)	Primary +25, Secondary +10
`gvDomainSchema`	12 tech domains (WHERE in stack)	Primary +25, Secondary +10
`gvDecisionSchema`	Design/action/deferred decisions	Dependency +40
`gvGraphSchema`	Edge relationships between entities	Stores kontask→flow links
`gvFlowSchema`	Flow lifecycle (active/completed/blocked)	Temporal via lastActivityAt

Flow Data Model Changes

interface GvFlow {
  // KEEP: Core identity
  id: string;
  title: string;
  type: FlowType;
  status: FlowStatus;
  priority: FlowPriority;
  
  // KEEP: Timestamps for temporal signals
  createdAt: string;
  updatedAt: string;
  lastActivityAt: string;   // Used for temporal proximity
  
  // KEEP: Classification (for gravity matching)
  primaryTopic?: string;    // Auto-classified from title
  primaryDomain?: string;   // Auto-classified from title
  
  // KEEP: Denormalized kontask/decision counts
  kontaskIds: string[];     // Linked kontasks
  decisionIds: string[];    // Decisions made in flow
  
  // ❌ REMOVE: Session binding
  // sessionIds: string[];
  // ownerSessionId?: string;
}

🗂️ File Summary

/konnectvol/konui/src/
├── gv-flow-store.ts     # MAJOR REFACTOR: Remove session binding, keep flow CRUD
├── gv-flow-types.ts     # MODIFY: Remove session types, add primaryTopic/Domain
├── gv-edge-store.ts     # MODIFY: Remove session-flow edges
├── router.ts            # MODIFY: Replace session lookup with gravity
├── gv-gravity.ts        # NEW: Gravity calculator
├── gv-orphan.ts         # NEW: Orphan pool management
├── gv-topic-store.ts    # KEEP: Already has classifyText()
├── gv-domain-store.ts   # KEEP: Already has classifyDomain()
├── kontask-store.ts     # KEEP: Core kontask CRUD
└── kontask-types.ts     # MODIFY: Add primaryTopic/primaryDomain fields

/konnectvol/gv/docs/
├── gvFlowSchema.md      # UPDATE: Remove session sections
├── gvGravitySchema.md   # NEW: Document gravity algorithm
└── gvGraphSchema.md     # UPDATE: Note session edges deprecated

🚀 Implementation Phases

Phase 1: Create gv-gravity.ts

Implement gravity calculator with signal weights
Add classifyKontask() wrapper for topic+domain
Write comprehensive tests

Phase 2: Integrate into router.ts

Replace session-based flow lookup with gravity
Add topic/domain classification at kontask creation
Store primaryTopic/primaryDomain on kontasks

Phase 3: Remove session-flow binding

Delete session binding functions from gv-flow-store
Remove session-flow edge types
Clean up GvFlow interface

Phase 4: Orphan pool + curation MCP tools

Add konui_list_orphan_kontasks
Add konui_get_gravity_suggestions
Add konui_link_orphan_to_flow

📊 Expected Outcomes

Cleaner flows — Only meaningful work joins flows; noise stays orphaned
Sessions irrelevant — Session boundaries don't affect flow membership
Semantic grouping — Topics and domains drive membership, not timing alone
Decision chains — Related decisions naturally group together
Claude curation — Borderline cases can be manually reviewed
Transparency — Each link shows why it joined (score + reasons)

Quick Actions

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Original Request

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Details

Type General

Status Completed

Scope greatvibe

Tags flowsdesignarchitecture

Created 10 Jan 2026, 10:26 pm

Updated 10 Jan 2026, 10:26 pm

Timing

⏱️ 274.6s

0 tools

● TTFE 0% ● Thinking 100% ● Tools 0%

Created By claude

📋 Claude's Context

Session ses_7c4eba4a...

Raw Data

{
  "id": "c4413070-da54-49e6-a4d6-0a6c685f19d9",
  "type": "general",
  "status": "completed",
  "title": "Flow Membership Design: Weighted Gravity Model",
  "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;\">🌌 Flow Membership Design</h1>\n<p style=\"color:#7f848e;margin:0 0 24px 0;font-size:14px;\">Weighted Gravity Model for Kontask → Flow Assignment</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;\">📋 Executive Summary</h2>\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:20px;\">\n<p style=\"margin:0 0 12px 0;\"><strong style=\"color:#98c379;\">Problem:</strong> Current implementation treats sessions as flow markers, pulling all session work into flows. This creates noise - server restarts, misc questions, and quick Q&A should NOT be in flows.</p>\n<p style=\"margin:0 0 12px 0;\"><strong style=\"color:#98c379;\">Solution:</strong> Replace session-based flow assignment with a <span style=\"color:#e5c07b;\">weighted gravity model</span> where kontasks are <strong>orphans by default</strong> and only join flows when combined signals exceed a threshold.</p>\n<p style=\"margin:0;\"><strong style=\"color:#98c379;\">Key Insight:</strong> Most turns shouldn't create kontasks at all. For those that do, kontasks should remain orphans unless there's strong evidence they belong to a flow.</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;\">🧲 The Gravity Calculator</h2>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">Signal Weights</h3>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;\">\n<span style=\"color:#7f848e;\">// Threshold: 50 points to join a flow</span>\n<span style=\"color:#e5c07b;\">const FLOW_MEMBERSHIP_THRESHOLD = 50;</span>\n\n<span style=\"color:#7f848e;\">// Signal weights</span>\n<span style=\"color:#c678dd;\">const WEIGHTS = {</span>\n  <span style=\"color:#98c379;\">// Instant inclusion (Claude explicitly links)</span>\n  <span style=\"color:#e5c07b;\">EXPLICIT_FLOW_ID:</span>       <span style=\"color:#d19a66;\">+50</span>,  <span style=\"color:#7f848e;\">// flowId provided → immediate join</span>\n  \n  <span style=\"color:#98c379;\">// Strong signals</span>\n  <span style=\"color:#e5c07b;\">DECISION_DEPENDENCY:</span>    <span style=\"color:#d19a66;\">+40</span>,  <span style=\"color:#7f848e;\">// kontask references a decision in flow</span>\n  <span style=\"color:#e5c07b;\">PRIMARY_TOPIC_MATCH:</span>    <span style=\"color:#d19a66;\">+25</span>,  <span style=\"color:#7f848e;\">// same primary topic as flow</span>\n  <span style=\"color:#e5c07b;\">PRIMARY_DOMAIN_MATCH:</span>   <span style=\"color:#d19a66;\">+25</span>,  <span style=\"color:#7f848e;\">// same primary domain as flow</span>\n  \n  <span style=\"color:#98c379;\">// Medium signals</span>\n  <span style=\"color:#e5c07b;\">TEMPORAL_5H:</span>            <span style=\"color:#d19a66;\">+15</span>,  <span style=\"color:#7f848e;\">// within 5 hours of flow activity</span>\n  <span style=\"color:#e5c07b;\">TEMPORAL_24H:</span>           <span style=\"color:#d19a66;\">+10</span>,  <span style=\"color:#7f848e;\">// within 24 hours</span>\n  <span style=\"color:#e5c07b;\">TEMPORAL_7D:</span>            <span style=\"color:#d19a66;\">+5</span>,   <span style=\"color:#7f848e;\">// within 7 days</span>\n  \n  <span style=\"color:#98c379;\">// Weak signals</span>\n  <span style=\"color:#e5c07b;\">SECONDARY_TOPIC_MATCH:</span>  <span style=\"color:#d19a66;\">+10</span>,  <span style=\"color:#7f848e;\">// touches same topic</span>\n  <span style=\"color:#e5c07b;\">SECONDARY_DOMAIN_MATCH:</span> <span style=\"color:#d19a66;\">+10</span>,  <span style=\"color:#7f848e;\">// touches same domain</span>\n<span style=\"color:#c678dd;\">};</span>\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">Calculation Algorithm</h3>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;\">\n<span style=\"color:#c678dd;\">function</span> <span style=\"color:#61afef;\">calculateGravity</span>(kontask, candidateFlows): FlowMatch[] {\n  <span style=\"color:#7f848e;\">// 1. If explicit flowId, instant match</span>\n  <span style=\"color:#c678dd;\">if</span> (kontask.flowId) {\n    <span style=\"color:#c678dd;\">return</span> [{ flowId: kontask.flowId, score: <span style=\"color:#d19a66;\">50</span>, reason: <span style=\"color:#98c379;\">'explicit'</span> }];\n  }\n\n  <span style=\"color:#7f848e;\">// 2. Score each candidate flow</span>\n  <span style=\"color:#c678dd;\">const</span> matches = candidateFlows.map(flow => {\n    <span style=\"color:#c678dd;\">let</span> score = <span style=\"color:#d19a66;\">0</span>;\n    <span style=\"color:#c678dd;\">const</span> reasons: string[] = [];\n\n    <span style=\"color:#7f848e;\">// Decision dependency (check if kontask refs a decision in this flow)</span>\n    <span style=\"color:#c678dd;\">if</span> (kontask.decisionId && flowHasDecision(flow, kontask.decisionId)) {\n      score += WEIGHTS.DECISION_DEPENDENCY;\n      reasons.push(<span style=\"color:#98c379;\">'decision-dep'</span>);\n    }\n\n    <span style=\"color:#7f848e;\">// Topic overlap</span>\n    <span style=\"color:#c678dd;\">if</span> (kontask.primaryTopic === flow.primaryTopic) {\n      score += WEIGHTS.PRIMARY_TOPIC_MATCH;\n      reasons.push(<span style=\"color:#98c379;\">`topic:${kontask.primaryTopic}`</span>);\n    } <span style=\"color:#c678dd;\">else if</span> (hasTopicOverlap(kontask, flow)) {\n      score += WEIGHTS.SECONDARY_TOPIC_MATCH;\n      reasons.push(<span style=\"color:#98c379;\">'topic-secondary'</span>);\n    }\n\n    <span style=\"color:#7f848e;\">// Domain overlap</span>\n    <span style=\"color:#c678dd;\">if</span> (kontask.primaryDomain === flow.primaryDomain) {\n      score += WEIGHTS.PRIMARY_DOMAIN_MATCH;\n      reasons.push(<span style=\"color:#98c379;\">`domain:${kontask.primaryDomain}`</span>);\n    } <span style=\"color:#c678dd;\">else if</span> (hasDomainOverlap(kontask, flow)) {\n      score += WEIGHTS.SECONDARY_DOMAIN_MATCH;\n      reasons.push(<span style=\"color:#98c379;\">'domain-secondary'</span>);\n    }\n\n    <span style=\"color:#7f848e;\">// Temporal proximity (based on flow's lastActivityAt)</span>\n    <span style=\"color:#c678dd;\">const</span> hoursAgo = hoursSince(flow.lastActivityAt);\n    <span style=\"color:#c678dd;\">if</span> (hoursAgo <= <span style=\"color:#d19a66;\">5</span>) {\n      score += WEIGHTS.TEMPORAL_5H;\n      reasons.push(<span style=\"color:#98c379;\">'temporal-5h'</span>);\n    } <span style=\"color:#c678dd;\">else if</span> (hoursAgo <= <span style=\"color:#d19a66;\">24</span>) {\n      score += WEIGHTS.TEMPORAL_24H;\n      reasons.push(<span style=\"color:#98c379;\">'temporal-24h'</span>);\n    } <span style=\"color:#c678dd;\">else if</span> (hoursAgo <= <span style=\"color:#d19a66;\">168</span>) { <span style=\"color:#7f848e;\">// 7 days</span>\n      score += WEIGHTS.TEMPORAL_7D;\n      reasons.push(<span style=\"color:#98c379;\">'temporal-7d'</span>);\n    }\n\n    <span style=\"color:#c678dd;\">return</span> { flowId: flow.id, score, reasons };\n  });\n\n  <span style=\"color:#7f848e;\">// 3. Filter by threshold and sort</span>\n  <span style=\"color:#c678dd;\">return</span> matches\n    .filter(m => m.score >= FLOW_MEMBERSHIP_THRESHOLD)\n    .sort((a, b) => b.score - a.score);\n}\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">Examples</h3>\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;\">\n<p style=\"margin:0 0 8px 0;\"><strong style=\"color:#98c379;\">✅ Joins flow (score ≥50):</strong></p>\n<ul style=\"margin:0 0 16px 0;padding-left:20px;color:#e0e0e0;\">\n<li>Explicit flowId: <span style=\"color:#d19a66;\">+50</span> = 50 ✓</li>\n<li>Primary topic + Primary domain: <span style=\"color:#d19a66;\">25+25</span> = 50 ✓</li>\n<li>Primary topic + Temporal 5h + Secondary domain: <span style=\"color:#d19a66;\">25+15+10</span> = 50 ✓</li>\n<li>Decision dependency + Temporal 24h: <span style=\"color:#d19a66;\">40+10</span> = 50 ✓</li>\n</ul>\n<p style=\"margin:0 0 8px 0;\"><strong style=\"color:#f43f5e;\">❌ Stays orphan (score &lt;50):</strong></p>\n<ul style=\"margin:0;padding-left:20px;color:#e0e0e0;\">\n<li>Temporal 5h only: <span style=\"color:#d19a66;\">+15</span> = 15 ✗</li>\n<li>Secondary topic + Secondary domain: <span style=\"color:#d19a66;\">10+10</span> = 20 ✗</li>\n<li>Primary topic only: <span style=\"color:#d19a66;\">+25</span> = 25 ✗</li>\n<li>Primary topic + Temporal 7d: <span style=\"color:#d19a66;\">25+5</span> = 30 ✗</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;\">🔧 Where Gravity Lives: Konui vs Claude</h2>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:20px;\">\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;\">Responsibility</th>\n<th style=\"text-align:left;padding:8px;color:#98c379;\">Konui (Server)</th>\n<th style=\"text-align:left;padding:8px;color:#e5c07b;\">Claude (In-Turn)</th>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><strong>Explicit linking</strong></td>\n<td style=\"padding:8px;\">—</td>\n<td style=\"padding:8px;\">✅ Provides <code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">flowId</code> in kontask creation</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><strong>Topic classification</strong></td>\n<td style=\"padding:8px;\">✅ <code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">classifyText()</code> in gv-topic-store</td>\n<td style=\"padding:8px;\">—</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><strong>Domain classification</strong></td>\n<td style=\"padding:8px;\">✅ <code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">classifyDomain()</code> in gv-domain-store</td>\n<td style=\"padding:8px;\">—</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><strong>Temporal proximity</strong></td>\n<td style=\"padding:8px;\">✅ Compare timestamps</td>\n<td style=\"padding:8px;\">—</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><strong>Decision dependency</strong></td>\n<td style=\"padding:8px;\">✅ Check edge graph</td>\n<td style=\"padding:8px;\">May provide decisionId hint</td>\n</tr>\n<tr style=\"border-bottom:1px solid #3d3d3d;\">\n<td style=\"padding:8px;\"><strong>Gravity calculation</strong></td>\n<td style=\"padding:8px;\">✅ Run algorithm on kontask creation</td>\n<td style=\"padding:8px;\">—</td>\n</tr>\n<tr>\n<td style=\"padding:8px;\"><strong>Flow curation</strong></td>\n<td style=\"padding:8px;\">Stores edges, provides suggestions</td>\n<td style=\"padding:8px;\">✅ Reviews orphan pool, merges flows</td>\n</tr>\n</table>\n</div>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">Key Design Decisions</h3>\n<ul style=\"margin:0;padding-left:20px;color:#e0e0e0;line-height:2;\">\n<li><strong style=\"color:#98c379;\">Konui runs gravity</strong> — All scoring happens server-side at kontask creation time</li>\n<li><strong style=\"color:#98c379;\">Claude provides hints</strong> — Can specify <code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">flowId</code> for instant inclusion, or <code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">decisionId</code> for dependency signal</li>\n<li><strong style=\"color:#98c379;\">Orphan pool for curation</strong> — Kontasks below threshold stay orphans; Claude can review and link later</li>\n<li><strong style=\"color:#98c379;\">No session binding</strong> — Sessions are invisible to flow membership; removed entirely</li>\n</ul>\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;\">🗑️ Code to Remove (Session-Based Flow Logic)</h2>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">gv-flow-store.ts — Functions to DELETE</h3>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;\">\n<span style=\"color:#f43f5e;\">// ❌ DELETE: Session binding (lines ~180-220)</span>\n<span style=\"color:#7f848e;\">linkSessionToFlow(sessionId, flowId, role)</span>\n<span style=\"color:#7f848e;\">unlinkSessionFromFlow(sessionId, flowId)</span>\n<span style=\"color:#7f848e;\">getSessionsByFlow(flowId)</span>\n<span style=\"color:#7f848e;\">getFlowsBySession(sessionId)</span>\n\n<span style=\"color:#f43f5e;\">// ❌ DELETE: Emergent flow from session (lines ~430-500)</span>\n<span style=\"color:#7f848e;\">getOrCreateFlowForSession(sessionId, prompt)</span>\n<span style=\"color:#7f848e;\">getFlowIdForSession(sessionId)</span>      <span style=\"color:#7f848e;\">// Called from router.ts:704</span>\n\n<span style=\"color:#f43f5e;\">// ❌ DELETE: Simple keyword matching (lines ~550-600)</span>\n<span style=\"color:#7f848e;\">suggestMatchingFlows(prompt)</span>         <span style=\"color:#7f848e;\">// Replace with gravity calculator</span>\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">gv-flow-types.ts — Types to REMOVE</h3>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;\">\n<span style=\"color:#f43f5e;\">// ❌ REMOVE: Session binding types</span>\n<span style=\"color:#7f848e;\">SessionFlowLink</span>\n<span style=\"color:#7f848e;\">FlowSessionRole</span>  <span style=\"color:#7f848e;\">// 'owner' | 'contributor'</span>\n\n<span style=\"color:#f43f5e;\">// ❌ REMOVE from GvFlow interface:</span>\n<span style=\"color:#7f848e;\">sessionIds: string[]</span>       <span style=\"color:#7f848e;\">// Denormalized session list</span>\n<span style=\"color:#7f848e;\">ownerSessionId?: string</span>    <span style=\"color:#7f848e;\">// Session that started flow</span>\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">gv-edge-store.ts — Edge Types to REMOVE</h3>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;\">\n<span style=\"color:#f43f5e;\">// ❌ REMOVE: Session-related edges</span>\n<span style=\"color:#7f848e;\">createSessionFlowEdge(sessionId, flowId, role)</span>\n<span style=\"color:#7f848e;\">removeSessionFlowEdge(sessionId, flowId)</span>\n\n<span style=\"color:#f43f5e;\">// ❌ REMOVE from EdgeIndex:</span>\n<span style=\"color:#7f848e;\">sessionToFlows: Map&lt;string, string[]&gt;</span>\n<span style=\"color:#7f848e;\">flowToSessions: Map&lt;string, string[]&gt;</span>\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">router.ts — Logic to REPLACE (lines 700-750)</h3>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;\">\n<span style=\"color:#f43f5e;\">// ❌ REMOVE: Session-based flow lookup</span>\n<span style=\"color:#7f848e;\">if (!resolvedFlowId && body.sessionId) {</span>\n<span style=\"color:#7f848e;\">  resolvedFlowId = await gvFlowStore.getFlowIdForSession(body.sessionId);</span>\n<span style=\"color:#7f848e;\">}</span>\n\n<span style=\"color:#98c379;\">// ✅ REPLACE WITH: Gravity calculation</span>\n<span style=\"color:#7f848e;\">const gravityMatches = await calculateGravity(kontask, activeFlows);</span>\n<span style=\"color:#7f848e;\">if (gravityMatches.length > 0) {</span>\n<span style=\"color:#7f848e;\">  resolvedFlowId = gravityMatches[0].flowId;</span>\n<span style=\"color:#7f848e;\">} else {</span>\n<span style=\"color:#7f848e;\">  // Kontask stays orphan</span>\n<span style=\"color:#7f848e;\">}</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;\">🆕 New Components to BUILD</h2>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">1. gv-gravity.ts — The Gravity Calculator</h3>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;\">\n<span style=\"color:#7f848e;\">/**</span>\n<span style=\"color:#7f848e;\"> * Gravity calculator for flow membership.</span>\n<span style=\"color:#7f848e;\"> * Evaluates kontask signals against candidate flows.</span>\n<span style=\"color:#7f848e;\"> */</span>\n\n<span style=\"color:#c678dd;\">export interface</span> GravityInput {\n  kontaskId: string;\n  title: string;\n  description?: string;\n  flowId?: string;        <span style=\"color:#7f848e;\">// Explicit link (instant join)</span>\n  decisionId?: string;    <span style=\"color:#7f848e;\">// Decision dependency hint</span>\n  createdAt: string;\n}\n\n<span style=\"color:#c678dd;\">export interface</span> GravityMatch {\n  flowId: string;\n  score: number;\n  reasons: string[];      <span style=\"color:#7f848e;\">// ['topic:bugfix', 'temporal-5h', ...]</span>\n  meetsThreshold: boolean;\n}\n\n<span style=\"color:#c678dd;\">export function</span> calculateGravity(input: GravityInput): Promise&lt;GravityMatch[]&gt;\n<span style=\"color:#c678dd;\">export function</span> getActiveFlowsForGravity(): Promise&lt;GvFlow[]&gt;\n<span style=\"color:#c678dd;\">export function</span> classifyKontask(title: string, description?: string): {\n  topics: TopicMatch[];\n  domains: DomainMatch[];\n}\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">2. Orphan Pool Management</h3>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;\">\n<span style=\"color:#7f848e;\">// MCP tools for orphan curation</span>\n<span style=\"color:#e5c07b;\">konui_list_orphan_kontasks</span>      <span style=\"color:#7f848e;\">// Get kontasks not in any flow</span>\n<span style=\"color:#e5c07b;\">konui_get_gravity_suggestions</span>   <span style=\"color:#7f848e;\">// Get borderline matches (score 30-49)</span>\n<span style=\"color:#e5c07b;\">konui_link_orphan_to_flow</span>       <span style=\"color:#7f848e;\">// Manual curation by Claude</span>\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">3. Enhanced Kontask Creation</h3>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;\">\n<span style=\"color:#7f848e;\">// Add to kontask creation in router.ts</span>\n\n<span style=\"color:#c678dd;\">async function</span> handleCreateKontask(body) {\n  <span style=\"color:#7f848e;\">// 1. Classify kontask text</span>\n  <span style=\"color:#c678dd;\">const</span> { topics, domains } = classifyKontask(body.title, body.description);\n  \n  <span style=\"color:#7f848e;\">// 2. Store classification on kontask</span>\n  body.primaryTopic = topics[<span style=\"color:#d19a66;\">0</span>]?.topicId;\n  body.primaryDomain = domains[<span style=\"color:#d19a66;\">0</span>]?.domainId;\n  \n  <span style=\"color:#7f848e;\">// 3. Create kontask</span>\n  <span style=\"color:#c678dd;\">const</span> kontask = kontaskStore.createKontask(body);\n  \n  <span style=\"color:#7f848e;\">// 4. Run gravity calculator</span>\n  <span style=\"color:#c678dd;\">const</span> matches = <span style=\"color:#c678dd;\">await</span> calculateGravity({\n    kontaskId: kontask.id,\n    title: body.title,\n    description: body.description,\n    flowId: body.flowId,\n    decisionId: body.decisionId,\n    createdAt: kontask.createdAt,\n  });\n  \n  <span style=\"color:#7f848e;\">// 5. Link to best flow if threshold met</span>\n  <span style=\"color:#c678dd;\">if</span> (matches[<span style=\"color:#d19a66;\">0</span>]?.meetsThreshold) {\n    <span style=\"color:#c678dd;\">await</span> linkKontaskToFlow(kontask.id, matches[<span style=\"color:#d19a66;\">0</span>].flowId, <span style=\"color:#98c379;\">'evidence'</span>);\n  }\n  <span style=\"color:#7f848e;\">// Otherwise: kontask stays orphan</span>\n  \n  <span style=\"color:#c678dd;\">return</span> kontask;\n}\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;\">📐 Schema Integration</h2>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:20px;\">\n<p style=\"margin:0 0 12px 0;\">The gravity model integrates with existing schemas:</p>\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;\">Schema</th>\n<th style=\"text-align:left;padding:8px;color:#98c379;\">Used For</th>\n<th style=\"text-align:left;padding:8px;color:#e5c07b;\">Signal Weight</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;\">gvTopicSchema</code></td>\n<td style=\"padding:8px;\">12 lifecycle topics (WHAT phase)</td>\n<td style=\"padding:8px;\">Primary +25, Secondary +10</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;\">gvDomainSchema</code></td>\n<td style=\"padding:8px;\">12 tech domains (WHERE in stack)</td>\n<td style=\"padding:8px;\">Primary +25, Secondary +10</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;\">gvDecisionSchema</code></td>\n<td style=\"padding:8px;\">Design/action/deferred decisions</td>\n<td style=\"padding:8px;\">Dependency +40</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;\">gvGraphSchema</code></td>\n<td style=\"padding:8px;\">Edge relationships between entities</td>\n<td style=\"padding:8px;\">Stores kontask→flow links</td>\n</tr>\n<tr>\n<td style=\"padding:8px;\"><code style=\"background:#3d3d3d;padding:2px 6px;border-radius:4px;\">gvFlowSchema</code></td>\n<td style=\"padding:8px;\">Flow lifecycle (active/completed/blocked)</td>\n<td style=\"padding:8px;\">Temporal via lastActivityAt</td>\n</tr>\n</table>\n</div>\n\n<h3 style=\"font-family:sans-serif;color:#c678dd;margin:20px 0 10px 0;\">Flow Data Model Changes</h3>\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:6px;overflow-x:auto;\">\n<span style=\"color:#c678dd;\">interface</span> GvFlow {\n  <span style=\"color:#7f848e;\">// KEEP: Core identity</span>\n  id: string;\n  title: string;\n  type: FlowType;\n  status: FlowStatus;\n  priority: FlowPriority;\n  \n  <span style=\"color:#7f848e;\">// KEEP: Timestamps for temporal signals</span>\n  createdAt: string;\n  updatedAt: string;\n  lastActivityAt: string;   <span style=\"color:#7f848e;\">// Used for temporal proximity</span>\n  \n  <span style=\"color:#7f848e;\">// KEEP: Classification (for gravity matching)</span>\n  primaryTopic?: string;    <span style=\"color:#7f848e;\">// Auto-classified from title</span>\n  primaryDomain?: string;   <span style=\"color:#7f848e;\">// Auto-classified from title</span>\n  \n  <span style=\"color:#7f848e;\">// KEEP: Denormalized kontask/decision counts</span>\n  kontaskIds: string[];     <span style=\"color:#7f848e;\">// Linked kontasks</span>\n  decisionIds: string[];    <span style=\"color:#7f848e;\">// Decisions made in flow</span>\n  \n  <span style=\"color:#f43f5e;\">// ❌ REMOVE: Session binding</span>\n  <span style=\"color:#f43f5e;\">// sessionIds: string[];</span>\n  <span style=\"color:#f43f5e;\">// ownerSessionId?: string;</span>\n}\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;\">🗂️ File Summary</h2>\n\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:#f43f5e;font-weight:bold;\">gv-flow-store.ts</span>     <span style=\"color:#7f848e;\"># MAJOR REFACTOR: Remove session binding, keep flow CRUD</span>\n├── <span style=\"color:#f43f5e;font-weight:bold;\">gv-flow-types.ts</span>     <span style=\"color:#7f848e;\"># MODIFY: Remove session types, add primaryTopic/Domain</span>\n├── <span style=\"color:#f43f5e;font-weight:bold;\">gv-edge-store.ts</span>     <span style=\"color:#7f848e;\"># MODIFY: Remove session-flow edges</span>\n├── <span style=\"color:#f43f5e;font-weight:bold;\">router.ts</span>            <span style=\"color:#7f848e;\"># MODIFY: Replace session lookup with gravity</span>\n├── <span style=\"color:#98c379;font-weight:bold;\">gv-gravity.ts</span>        <span style=\"color:#7f848e;\"># NEW: Gravity calculator</span>\n├── <span style=\"color:#98c379;font-weight:bold;\">gv-orphan.ts</span>         <span style=\"color:#7f848e;\"># NEW: Orphan pool management</span>\n├── <span style=\"color:#e5c07b;\">gv-topic-store.ts</span>    <span style=\"color:#7f848e;\"># KEEP: Already has classifyText()</span>\n├── <span style=\"color:#e5c07b;\">gv-domain-store.ts</span>   <span style=\"color:#7f848e;\"># KEEP: Already has classifyDomain()</span>\n├── <span style=\"color:#e5c07b;\">kontask-store.ts</span>     <span style=\"color:#7f848e;\"># KEEP: Core kontask CRUD</span>\n└── <span style=\"color:#e5c07b;\">kontask-types.ts</span>     <span style=\"color:#7f848e;\"># MODIFY: Add primaryTopic/primaryDomain fields</span>\n\n<span style=\"color:#56b6c2;font-weight:bold;\">/konnectvol/gv/docs/</span>\n├── <span style=\"color:#f43f5e;font-weight:bold;\">gvFlowSchema.md</span>      <span style=\"color:#7f848e;\"># UPDATE: Remove session sections</span>\n├── <span style=\"color:#98c379;font-weight:bold;\">gvGravitySchema.md</span>   <span style=\"color:#7f848e;\"># NEW: Document gravity algorithm</span>\n└── <span style=\"color:#e5c07b;\">gvGraphSchema.md</span>     <span style=\"color:#7f848e;\"># UPDATE: Note session edges deprecated</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;\">🚀 Implementation Phases</h2>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;\">\n<p style=\"margin:0 0 12px 0;\"><strong style=\"color:#d19a66;\">Phase 1:</strong> <span style=\"color:#98c379;\">Create gv-gravity.ts</span></p>\n<ul style=\"margin:0 0 16px 0;padding-left:20px;color:#e0e0e0;\">\n<li>Implement gravity calculator with signal weights</li>\n<li>Add classifyKontask() wrapper for topic+domain</li>\n<li>Write comprehensive tests</li>\n</ul>\n\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 session binding functions from gv-flow-store</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 + curation 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<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;\">📊 Expected Outcomes</h2>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;\">\n<ul style=\"margin:0;padding-left:20px;color:#e0e0e0;line-height:2;\">\n<li><strong style=\"color:#98c379;\">Cleaner flows</strong> — Only meaningful work joins flows; noise stays orphaned</li>\n<li><strong style=\"color:#98c379;\">Sessions irrelevant</strong> — Session boundaries don't affect flow membership</li>\n<li><strong style=\"color:#98c379;\">Semantic grouping</strong> — Topics and domains drive membership, not timing alone</li>\n<li><strong style=\"color:#98c379;\">Decision chains</strong> — Related decisions naturally group together</li>\n<li><strong style=\"color:#98c379;\">Claude curation</strong> — Borderline cases can be manually reviewed</li>\n<li><strong style=\"color:#98c379;\">Transparency</strong> — Each link shows why it joined (score + reasons)</li>\n</ul>\n</div>\n\n</div>",
    "choices": [
      {
        "label": "Approve design",
        "value": "The gravity model design looks good. Proceed with Phase 1: implement gv-gravity.ts with the signal weights and gravity calculator.",
        "primary": true
      },
      {
        "label": "Adjust weights",
        "value": "I want to discuss the signal weights. Let's review the threshold and individual weights before proceeding."
      },
      {
        "label": "Write schema doc",
        "value": "Before implementing, create gvGravitySchema.md in /gv/docs/ to formally document the gravity algorithm and flow membership model."
      },
      {
        "label": "Show code details",
        "value": "Show me the specific code that needs to be removed from gv-flow-store.ts with exact line numbers and function signatures."
      }
    ],
    "requestId": "ab4888f4-477c-425e-aca7-3d36aff5b2da",
    "turnTiming": {
      "totalMs": 274580,
      "ttfeMs": 53,
      "thinkingMs": 274527,
      "toolExecutionMs": 0,
      "toolCallCount": 0,
      "thinkingPct": 100,
      "toolsPct": 0,
      "ttfePct": 0
    }
  },
  "createdBy": "claude",
  "createdAt": "2026-01-10T12:26:31.926Z",
  "updatedAt": "2026-01-10T12:26:43.838Z",
  "requestId": "ab4888f4-477c-425e-aca7-3d36aff5b2da",
  "scope": "greatvibe",
  "tags": [
    "flows",
    "design",
    "architecture"
  ],
  "sessionId": "ses_7c4eba4a-596",
  "flowId": "flow_01KEHQ5A6Y7SHWCMHHZYGBC592",
  "flowLinks": [
    {
      "flowId": "flow_01KEHQ5A6Y7SHWCMHHZYGBC592",
      "edgeType": "evidence",
      "createdAt": "2026-01-10T12:26:31.926Z"
    }
  ]
}