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technical_spec

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KBIRD.ai Session Tracker — Technical Specification

Overview

Extend KBIRD.ai platform with Convergence Protocol tracking functionality.

Purpose: Allow practitioners to log node practice, visualize patterns, and connect with community.

Integration: Cloudflare Worker + D1 Database (existing KBIRD infrastructure)

Data Model

User Table (extends existing)

ALTER TABLE users ADD COLUMN (
  convergence_enabled BOOLEAN DEFAULT FALSE,
  current_session INTEGER DEFAULT 28409296,
  weekly_convergence_day VARCHAR(10), -- 'Sunday', 'Monday', etc.
  created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);

Node Practice Table

CREATE TABLE node_practice (
  id INTEGER PRIMARY KEY AUTOINCREMENT,
  user_id INTEGER NOT NULL,
  node_number INTEGER NOT NULL CHECK (node_number BETWEEN 1 AND 40),
  practiced_at DATE NOT NULL,
  context TEXT, -- optional: where/what/when
  intensity INTEGER CHECK (intensity BETWEEN 1 AND 5), -- how deeply practiced
  FOREIGN KEY (user_id) REFERENCES users(id)
);
 
CREATE INDEX idx_practice_user_date ON node_practice(user_id, practiced_at);
CREATE INDEX idx_practice_node ON node_practice(node_number);

Weekly Convergence Table

CREATE TABLE weekly_convergence (
  id INTEGER PRIMARY KEY AUTOINCREMENT,
  user_id INTEGER NOT NULL,
  week_starting DATE NOT NULL,
  nodes_practiced INTEGER DEFAULT 0,
  avoided_node INTEGER, -- which node was avoided most
  commitment_node INTEGER, -- which to deepen next week
  reflection TEXT,
  completed_at TIMESTAMP,
  FOREIGN KEY (user_id) REFERENCES users(id)
);

Community Aggregates (anonymous)

CREATE TABLE community_stats (
  date DATE PRIMARY KEY,
  total_practitioners INTEGER,
  total_nodes_practiced INTEGER,
  most_practiced_node INTEGER,
  least_practiced_node INTEGER
);

API Endpoints

Authentication

Reuse existing KBIRD auth (JWT tokens).

Endpoints

GET /api/convergence/status

Returns user’s current session status.

Response:

{
  "session": 28409296,
  "current_streak": 12,
  "weekly_convergence_day": "Sunday",
  "nodes_practiced_this_week": 23,
  "total_nodes_practiced": 456,
  "most_practiced_node": 9,
  "least_practiced_node": 22
}

POST /api/convergence/practice

Log a node practice.

Request:

{
  "node_number": 9,
  "practiced_at": "2026-03-09",
  "context": "Before responding to heated email",
  "intensity": 4
}

Response:

{
  "success": true,
  "practice_id": 12345,
  "streak_updated": true,
  "achievement_unlocked": "Pause Protocol Pro"
}

GET /api/convergence/history

Get practice history for visualization.

Query params:

  • start_date: YYYY-MM-DD
  • end_date: YYYY-MM-DD
  • suite: I, II, III, IV, or V

Response:

{
  "period": {
    "start": "2026-01-01",
    "end": "2026-03-09"
  },
  "practices": [
    {
      "date": "2026-03-09",
      "nodes": [9, 15, 33],
      "suite_breakdown": {
        "I": 0, "II": 2, "III": 0, "IV": 0, "V": 1
      }
    }
  ],
  "patterns": {
    "by_suite": {"I": 45, "II": 67, "III": 23, "IV": 34, "V": 56},
    "by_node": {"9": 23, "15": 18, ...}
  }
}

POST /api/convergence/weekly

Submit weekly convergence review.

Request:

{
  "week_starting": "2026-03-03",
  "nodes_practiced": [1, 5, 9, 15, 22, 33, 38],
  "avoided_node": 16,
  "commitment_node": 16,
  "reflection": "Avoided silence practice all week. That's where I need to go."
}

GET /api/convergence/community

Anonymous community stats.

Response:

{
  "total_practitioners": 1247,
  "active_this_week": 892,
  "global_nodes_practiced": 45678,
  "most_practiced_node": {
    "node": 9,
    "name": "The Pause Protocol",
    "count": 3456
  },
  "trending_suite": "II",
  "sessions_initiated": [28409296, 28409297, 28409298]
}

GET /api/convergence/nodes/:number

Get full node data.

Response:

{
  "number": 9,
  "suite": "II",
  "name": "The Pause Protocol",
  "activation_phrase": "I will wait ninety seconds.",
  "warning_sign": "You feel compelled to respond immediately...",
  "description": "The ninety-second pause interrupts...",
  "marginalia": null,
  "practice_count": 23,
  "last_practiced": "2026-03-08"
}

UI Components

Dashboard View

┌─────────────────────────────────────────────────────────┐
│  CONVERGENCE DASHBOARD        Session 28409296    🦜   │
├─────────────────────────────────────────────────────────┤
│                                                         │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐     │
│  │   STREAK    │  │ THIS WEEK   │  │   TOTAL     │     │
│  │     12      │  │    23/40    │  │    456      │     │
│  │    weeks    │  │    nodes    │  │   practices │     │
│  └─────────────┘  └─────────────┘  └─────────────┘     │
│                                                         │
│  ┌─────────────────────────────────────────────────┐   │
│  │  CONVERGENCE PATTERN (Radar Chart)              │   │
│  │                                                 │   │
│  │         Recognition ●                           │   │
│  │                   /\                            │   │
│  │                  /  \                           │   │
│  │       Resistance ●    ● Renewal                 │   │
│  │                 \    /                          │   │
│  │                  \  /                           │   │
│  │        Reconstruction ● Relationship            │   │
│  │                                                 │   │
│  └─────────────────────────────────────────────────┘   │
│                                                         │
│  THIS WEEK'S PRACTICE                                   │
│  [●●●●●●●●●●●●●●●●●●●●○○○○○○○○○○○○○○○○] 23/40         │
│                                                         │
│  [Log Practice]  [Weekly Convergence]  [Community]      │
│                                                         │
└─────────────────────────────────────────────────────────┘

Node Detail View

┌─────────────────────────────────────────────────────────┐
│  ← Back                                    Node 09      │
├─────────────────────────────────────────────────────────┤
│  SUITE II: RESISTANCE                                   │
│                                                         │
│  # THE PAUSE PROTOCOL                                   │
│                                                         │
│  > "I will wait ninety seconds."                        │
│                                                         │
│  ## Warning Sign                                        │
│  You feel compelled to respond immediately...           │
│                                                         │
│  ## Practice                                            │
│  The ninety-second pause interrupts the automatic...    │
│                                                         │
│  [Log Practice]  [Mark as Favorite]                     │
│                                                         │
│  Your Practice History: 23 times                        │
│  Last practiced: Yesterday                              │
│                                                         │
└─────────────────────────────────────────────────────────┘

Weekly Convergence Form

┌─────────────────────────────────────────────────────────┐
│  WEEKLY CONVERGENCE — Week of March 3                   │
├─────────────────────────────────────────────────────────┤
│                                                         │
│  Check all nodes you practiced this week:               │
│                                                         │
│  SUITE I: RECOGNITION                                   │
│  [x] 01 Pattern Recognition                             │
│  [ ] 02 Emotional Resonance                             │
│  [x] 03 Source Verification                             │
│  ...                                                    │
│                                                         │
│  Which node did you avoid most?                         │
│  [Dropdown: 01-40]                                      │
│                                                         │
│  Which will you deepen next week?                       │
│  [Dropdown: 01-40]                                      │
│                                                         │
│  Reflection (optional):                                 │
│  [Text area]                                            │
│                                                         │
│  [Submit Convergence]                                   │
│                                                         │
└─────────────────────────────────────────────────────────┘

Integration Points

With Existing KBIRD

  • User auth: reuse existing JWT system
  • Database: extend existing D1 schema
  • Deployment: same Cloudflare Worker

With Book

  • QR codes in book link to node pages
  • Session numbers synced
  • “Find the others” links to community

With Mobile App

  • Same API endpoints
  • Sync between web and mobile
  • Shared session state

With 41st Node Community

  • List sessions on community page
  • Track group convergence attendance
  • Facilitator tools

Future Enhancements

Phase 2

  • Push notifications for weekly convergence
  • Streak recovery (after miss)
  • Node combinations (which nodes practiced together)
  • AI insights: “You practice Resistance nodes on weekdays, Recognition on weekends”

Phase 3

  • Wearable integration (Apple Watch: “90 seconds starting now”)
  • Voice logging: “Log node 9”
  • Social features: accountability partnerships
  • Advanced analytics: practice correlation with mood/energy

Security & Privacy

  • All data encrypted at rest (D1 default)
  • HTTPS only
  • User can delete all data (GDPR compliance)
  • Community stats fully anonymized
  • No third-party analytics

Technical Spec v1.0
Session 28409296

Graph View