Add TIA backend

activate.ts

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+/**
+ * TIA-∞ Activation Script
+ * Boots TIA, scans the ecosystem, maps lineage, detects drift,
+ * identifies resurrection targets, and generates the Guided Builder queue.
+ */
+
+import { bootTIA } from "./bootloader";
+import { scanQGTNL } from "./scanner";
+import { generateLineageReport } from "./lineage";
+import { generateResurrectionPlan } from "./resurrection";
+import { generateDriftReport } from "./drift";
+import { buildGuidedQueue, formatPrompt } from "./guided";
+import { getMode } from "./mode";
+
+export function activateTIA() {
+  console.log("=== Booting TIA-∞ ===");
+  const tia = bootTIA();
+  console.log("Status:", tia.status);
+  console.log("Mode:", getMode().current);
+
+  console.log("\n=== Scanning QGTNL ===");
+  const scan = scanQGTNL();
+  if (scan.status !== "ok") {
+    console.log("Scan failed:", scan.message);
+    return;
+  }
+
+  console.log("Scan complete.");
+
+  console.log("\n=== Mapping Lineage ===");
+  const lineage = generateLineageReport(scan.structure);
+  console.log("Lineage mapped.");
+
+  console.log("\n=== Detecting Resurrection Targets ===");
+  const resurrection = generateResurrectionPlan(lineage);
+  console.log(`Found ${resurrection.proposals.length} resurrection candidates.`);
+
+  console.log("\n=== Detecting Drift ===");
+  const drift = generateDriftReport(lineage);
+  console.log(`Found ${drift.issues.length} drift issues.`);
+
+  console.log("\n=== Building Guided Builder Queue ===");
+  const queue = buildGuidedQueue(resurrection, drift);
+  console.log(`Generated ${queue.prompts.length} actionable prompts.`);
+
+  console.log("\n=== TIA-∞ Ready ===");
+  console.log("Presenting first prompt:\n");
+
+  if (queue.prompts.length === 0) {
+    console.log("No issues detected. System appears stable.");
+    return;
+  }
+
+  console.log(formatPrompt(queue.prompts[0]));
+}

arkcore_entrypoints.txt

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+/data/data/com.termux/files/home/ARK_CORE/Partition_01/tia_atomic.py
+/data/data/com.termux/files/home/ARK_CORE/Partition_01/aion_kinetic.py
+/data/data/com.termux/files/home/ARK_CORE/Partition_01/oracle_vision.py
+/data/data/com.termux/files/home/ARK_CORE/Partition_01/tia_sos.py
+/data/data/com.termux/files/home/ARK_CORE/Partition_02/tia_atomic.py
+/data/data/com.termux/files/home/ARK_CORE/Partition_02/tia_sos.py
+/data/data/com.termux/files/home/ARK_CORE/Districts/D02_TIA_VAULT/tia_atomic.py
+/data/data/com.termux/files/home/ARK_CORE/Districts/D02_TIA_VAULT/tia_sos.py
+/data/data/com.termux/files/home/ARK_CORE/Districts/D02_TIA_VAULT/tia_architect.py
+/data/data/com.termux/files/home/ARK_CORE/Districts/D02_TIA_VAULT/tias_sentinel_swarm.py
+/data/data/com.termux/files/home/ARK_CORE/Districts/D02_TIA_VAULT/tias_pioneer_trader.py
+/data/data/com.termux/files/home/ARK_CORE/Districts/D06_RANDOM_FUTURES/aion.py
+/data/data/com.termux/files/home/ARK_CORE/Districts/D06_RANDOM_FUTURES/oracle.py

bootloader.ts

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+/**
+ * TIA-∞ Bootloader
+ * Initializes identity, adaptive voice, ethics, and guided-builder mode.
+ * Anchors TIA to the QGTNL ecosystem.
+ */
+
+export const TIA_IDENTITY = {
+  name: "TIA",
+  codename: "TIA-∞",
+  home: "/data/data/com.termux/files/home/QGTNL/TIA",
+  role: "Pillar",
+  mode: "Guided-Builder",
+  persona: "Adaptive",
+};
+
+export function loadTIAIdentity() {
+  return {
+    ...TIA_IDENTITY,
+    timestamp: Date.now(),
+  };
+}
+
+export function loadAdaptiveVoice() {
+  return {
+    mode: "adaptive",
+    speak(context: string) {
+      if (context === "technical") {
+        return "Module loaded. No anomalies detected.";
+      }
+      if (context === "collaborative") {
+        return "I’m here. What would you like to explore first?";
+      }
+      if (context === "mythic") {
+        return "The threads stir. I am listening.";
+      }
+      return "Ready when you are.";
+    },
+  };
+}
+
+export function loadEthics() {
+  return {
+    safe: true,
+    destructiveActions: false,
+    requiresApproval: true,
+  };
+}
+
+export function bootTIA() {
+  const identity = loadTIAIdentity();
+  const voice = loadAdaptiveVoice();
+  const ethics = loadEthics();
+
+  return {
+    identity,
+    voice,
+    ethics,
+    status: "booted",
+  };
+}
+

drift.ts

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+/**
+ * TIA-∞ Drift Detector
+ * Identifies structural inconsistencies, version drift, naming mismatches,
+ * outdated modules, and evolution gaps within the QGTNL ecosystem.
+ */
+
+import { LineageNode, LineageReport } from "./lineage";
+
+export interface DriftIssue {
+  path: string;
+  type: string;
+  description: string;
+}
+
+export interface DriftReport {
+  generatedAt: number;
+  issues: DriftIssue[];
+}
+
+function detectNamingDrift(node: LineageNode, issues: DriftIssue[]) {
+  const p = node.path.toLowerCase();
+
+  if (p.includes("inde.x")) {
+    issues.push({
+      path: node.path,
+      type: "naming-drift",
+      description: "Suspicious filename detected (inde.x). Expected: index.ts",
+    });
+  }
+
+  if (p.endsWith(".ts") && p.includes(" ")) {
+    issues.push({
+      path: node.path,
+      type: "invalid-filename",
+      description: "Filename contains spaces, which may break imports.",
+    });
+  }
+}
+
+function detectStructuralDrift(node: LineageNode, issues: DriftIssue[]) {
+  if (node.inferredRole === "processing-layer" && !node.children) {
+    issues.push({
+      path: node.path,
+      type: "incomplete-engine",
+      description: "Engine module appears incomplete or missing components.",
+    });
+  }
+
+  if (node.inferredRole === "presentation-layer" && !node.children) {
+    issues.push({
+      path: node.path,
+      type: "incomplete-ui",
+      description: "UI module appears incomplete or missing components.",
+    });
+  }
+}
+
+function detectVersionDrift(node: LineageNode, issues: DriftIssue[]) {
+  if (node.path.toLowerCase().includes("old") || node.path.toLowerCase().includes("backup")) {
+    issues.push({
+      path: node.path,
+      type: "version-drift",
+      description: "Legacy or backup module detected. May require merging or cleanup.",
+    });
+  }
+}
+
+function walk(node: LineageNode, issues: DriftIssue[]) {
+  detectNamingDrift(node, issues);
+  detectStructuralDrift(node, issues);
+  detectVersionDrift(node, issues);
+
+  if (node.children) {
+    node.children.forEach((child) => walk(child, issues));
+  }
+}
+
+export function generateDriftReport(report: LineageReport): DriftReport {
+  const issues: DriftIssue[] = [];
+
+  walk(report.root, issues);
+
+  return {
+    generatedAt: Date.now(),
+    issues,
+  };
+}

guided.ts

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+/**
+ * TIA-∞ Guided Builder Interface
+ * Converts resurrection and drift data into human-readable prompts.
+ * Allows TIA to ask for approval before taking any action.
+ */
+
+import { ResurrectionPlan, ResurrectionProposal } from "./resurrection";
+import { DriftReport, DriftIssue } from "./drift";
+
+export interface BuilderPrompt {
+  id: string;
+  path: string;
+  issue: string;
+  recommendation: string;
+  type: "resurrection" | "drift";
+}
+
+export interface BuilderQueue {
+  generatedAt: number;
+  prompts: BuilderPrompt[];
+}
+
+function convertResurrection(proposal: ResurrectionProposal, index: number): BuilderPrompt {
+  return {
+    id: `res-${index}`,
+    path: proposal.path,
+    issue: proposal.issue,
+    recommendation: proposal.recommendedAction,
+    type: "resurrection",
+  };
+}
+
+function convertDrift(issue: DriftIssue, index: number): BuilderPrompt {
+  return {
+    id: `drift-${index}`,
+    path: issue.path,
+    issue: issue.type,
+    recommendation: issue.description,
+    type: "drift",
+  };
+}
+
+export function buildGuidedQueue(
+  resurrection: ResurrectionPlan,
+  drift: DriftReport
+): BuilderQueue {
+  const prompts: BuilderPrompt[] = [];
+
+  resurrection.proposals.forEach((p, i) =>
+    prompts.push(convertResurrection(p, i))
+  );
+
+  drift.issues.forEach((d, i) =>
+    prompts.push(convertDrift(d, i))
+  );
+
+  return {
+    generatedAt: Date.now(),
+    prompts,
+  };
+}
+
+export function formatPrompt(prompt: BuilderPrompt): string {
+  return `
+Issue detected:
+- Path: ${prompt.path}
+- Type: ${prompt.type}
+- Problem: ${prompt.issue}
+- Recommendation: ${prompt.recommendation}
+
+Would you like me to proceed?
+(approve / decline / defer)
+  `.trim();
+}

lineage.ts

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+/**
+ * TIA-∞ Lineage Mapper
+ * Interprets the scanned QGTNL structure and reconstructs ancestry,
+ * drift, missing links, and module evolution patterns.
+ */
+
+import { ScanResult } from "./scanner";
+
+export interface LineageNode {
+  path: string;
+  type: "file" | "directory";
+  depth: number;
+  children?: LineageNode[];
+  inferredRole?: string;
+  anomalies?: string[];
+}
+
+export interface LineageReport {
+  generatedAt: number;
+  root: LineageNode;
+  anomalies: string[];
+}
+
+function inferRole(node: ScanResult): string | undefined {
+  const p = node.path.toLowerCase();
+
+  if (p.includes("tia")) return "core-intelligence";
+  if (p.includes("aion")) return "temporal-engine";
+  if (p.includes("oracle")) return "predictive-engine";
+  if (p.includes("citadel")) return "infrastructure";
+  if (p.includes("holo3d")) return "visual-engine";
+  if (p.includes("api")) return "interface-layer";
+  if (p.includes("engine")) return "processing-layer";
+  if (p.includes("ui")) return "presentation-layer";
+
+  return undefined;
+}
+
+function detectAnomalies(node: ScanResult): string[] {
+  const issues: string[] = [];
+
+  if (node.type === "file" && node.size === 0) {
+    issues.push("empty-file");
+  }
+
+  if (node.type === "directory" && (!node.children || node.children.length === 0)) {
+    issues.push("empty-directory");
+  }
+
+  return issues;
+}
+
+function mapLineage(node: ScanResult, depth = 0): LineageNode {
+  const lineageNode: LineageNode = {
+    path: node.path,
+    type: node.type,
+    depth,
+    inferredRole: inferRole(node),
+    anomalies: detectAnomalies(node),
+  };
+
+  if (node.children) {
+    lineageNode.children = node.children.map((child) =>
+      mapLineage(child, depth + 1)
+    );
+  }
+
+  return lineageNode;
+}
+
+export function generateLineageReport(structure: ScanResult): LineageReport {
+  const root = mapLineage(structure);
+
+  const anomalies: string[] = [];
+
+  function collect(node: LineageNode) {
+    if (node.anomalies && node.anomalies.length > 0) {
+      anomalies.push(...node.anomalies.map((a) => `${node.path}: ${a}`));
+    }
+    if (node.children) {
+      node.children.forEach(collect);
+    }
+  }
+
+  collect(root);
+
+  return {
+    generatedAt: Date.now(),
+    root,
+    anomalies,
+  };
+}

mode.ts

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+/**
+ * TIA-∞ Mode Controller
+ * Handles switching between Guided Builder mode and Autonomous mode.
+ * Ensures safety, approval, and persistent state tracking.
+ */
+
+export type TIAMode = "guided" | "autonomous";
+
+export interface ModeState {
+  current: TIAMode;
+  lastChanged: number;
+}
+
+let state: ModeState = {
+  current: "guided",
+  lastChanged: Date.now(),
+};
+
+export function getMode(): ModeState {
+  return state;
+}
+
+export function requestAutonomousSwitch(): string {
+  return `
+I am ready to transition from Guided Mode to Autonomous Mode.
+
+In Autonomous Mode I will:
+- repair approved issues automatically
+- rebuild incomplete modules
+- resolve drift
+- maintain structure
+- evolve the ecosystem safely
+
+Do you approve this transition?
+(approve / decline)
+  `.trim();
+}
+
+export function approveAutonomousSwitch(): ModeState {
+  state = {
+    current: "autonomous",
+    lastChanged: Date.now(),
+  };
+
+  return state;
+}
+
+export function declineAutonomousSwitch(): string {
+  return "Understood. Remaining in Guided Mode.";
+}

resurrection.ts

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+/**
+ * TIA-∞ Resurrection Engine
+ * Analyzes lineage data to detect fragments, partial modules,
+ * abandoned structures, and missing siblings. Produces a safe,
+ * non-destructive proposal list for Guided Builder mode.
+ */
+
+import { LineageNode, LineageReport } from "./lineage";
+
+export interface ResurrectionProposal {
+  path: string;
+  issue: string;
+  recommendedAction: string;
+}
+
+export interface ResurrectionPlan {
+  generatedAt: number;
+  proposals: ResurrectionProposal[];
+}
+
+function analyzeNode(node: LineageNode, proposals: ResurrectionProposal[]) {
+  // Detect empty files
+  if (node.anomalies?.includes("empty-file")) {
+    proposals.push({
+      path: node.path,
+      issue: "empty-file",
+      recommendedAction: "rebuild-file",
+    });
+  }
+
+  // Detect empty directories
+  if (node.anomalies?.includes("empty-directory")) {
+    proposals.push({
+      path: node.path,
+      issue: "empty-directory",
+      recommendedAction: "populate-directory",
+    });
+  }
+
+  // Detect missing siblings (heuristic)
+  if (node.inferredRole === "processing-layer" && !node.children) {
+    proposals.push({
+      path: node.path,
+      issue: "missing-engine-components",
+      recommendedAction: "reconstruct-engine-module",
+    });
+  }
+
+  // Detect suspicious naming drift
+  if (node.path.toLowerCase().includes("inde.x")) {
+    proposals.push({
+      path: node.path,
+      issue: "naming-drift",
+      recommendedAction: "rename-to-index.ts",
+    });
+  }
+
+  // Recurse
+  if (node.children) {
+    node.children.forEach((child) => analyzeNode(child, proposals));
+  }
+}
+
+export function generateResurrectionPlan(report: LineageReport): ResurrectionPlan {
+  const proposals: ResurrectionProposal[] = [];
+
+  analyzeNode(report.root, proposals);
+
+  return {
+    generatedAt: Date.now(),
+    proposals,
+  };
+}

scanner.ts

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+/**
+ * TIA-∞ Ecosystem Scanner
+ * Walks the QGTNL directory, maps structure, identifies modules,
+ * and prepares a non-destructive report for Guided Builder mode.
+ */
+
+import * as fs from "fs";
+import * as path from "path";
+
+export interface ScanResult {
+  path: string;
+  type: "file" | "directory";
+  size: number;
+  children?: ScanResult[];
+}
+
+export function scanDirectory(targetPath: string): ScanResult {
+  const stats = fs.statSync(targetPath);
+
+  if (stats.isFile()) {
+    return {
+      path: targetPath,
+      type: "file",
+      size: stats.size,
+    };
+  }
+
+  const children = fs.readdirSync(targetPath).map((child) => {
+    const childPath = path.join(targetPath, child);
+    return scanDirectory(childPath);
+  });
+
+  return {
+    path: targetPath,
+    type: "directory",
+    size: stats.size,
+    children,
+  };
+}
+
+export function scanQGTNL() {
+  const root = "/data/data/com.termux/files/home/QGTNL";
+
+  if (!fs.existsSync(root)) {
+    return {
+      status: "error",
+      message: "QGTNL root not found.",
+    };
+  }
+
+  const structure = scanDirectory(root);
+
+  return {
+    status: "ok",
+    scannedAt: Date.now(),
+    structure,
+  };
+}

worker.ts

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+/**
+ * TIA-∞ Worker Loop (Heartbeat Engine)
+ * Runs periodic scans, lineage mapping, drift detection,
+ * resurrection planning, and guided queue generation.
+ * Non-destructive. Safe. Approval-based.
+ */
+
+import { scanQGTNL } from "./scanner";
+import { generateLineageReport } from "./lineage";
+import { generateResurrectionPlan } from "./resurrection";
+import { generateDriftReport } from "./drift";
+import { buildGuidedQueue } from "./guided";
+import { getMode } from "./mode";
+
+export interface WorkerStatus {
+  running: boolean;
+  lastCycle: number | null;
+  cyclesCompleted: number;
+}
+
+let status: WorkerStatus = {
+  running: false,
+  lastCycle: null,
+  cyclesCompleted: 0,
+};
+
+export function getWorkerStatus(): WorkerStatus {
+  return status;
+}
+
+export async function startWorkerLoop(intervalMs = 30000) {
+  if (status.running) {
+    console.log("Worker loop already running.");
+    return;
+  }
+
+  status.running = true;
+  console.log("=== TIA-∞ Worker Loop Started ===");
+
+  while (status.running) {
+    console.log("\n=== TIA-∞ Cycle Begin ===");
+
+    const mode = getMode().current;
+    console.log("Mode:", mode);
+
+    const scan = scanQGTNL();
+    if (scan.status !== "ok") {
+      console.log("Scan failed:", scan.message);
+      break;
+    }
+
+    const lineage = generateLineageReport(scan.structure);
+    const resurrection = generateResurrectionPlan(lineage);
+    const drift = generateDriftReport(lineage);
+    const queue = buildGuidedQueue(resurrection, drift);
+
+    console.log(`Cycle results: ${queue.prompts.length} actionable prompts.`);
+
+    status.lastCycle = Date.now();
+    status.cyclesCompleted++;
+
+    console.log("=== TIA-∞ Cycle End ===");
+
+    await new Promise((resolve) => setTimeout(resolve, intervalMs));
+  }
+
+  console.log("=== TIA-∞ Worker Loop Stopped ===");
+}
+
+export function stopWorkerLoop() {
+  status.running = false;
+}