fix: improve stuck detection to track failed tool calls
- Track failed tool calls in call history (parse errors, execution errors)
- Increment turns counter for failed tool calls too
- Stuck detection now works even when tools fail repeatedly
- Inspired by Ruflo and Hermes Agent best practices
Fixes the bug where zCode would get stuck in infinite loops when tool calls fail.
Test results: ✅ All stuck detection tests passing
This commit is contained in:
@@ -577,7 +577,8 @@ export async function initBot(config, api, tools, skills, agents) {
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return response.content || '✅ Done.';
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return response.content || '✅ Done.';
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}
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}
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// ── Stuck detection ──
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// ── Stuck detection: track ALL tool calls (including failed ones) ──
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// Failed tool calls don't appear in response.tool_calls, so we track them separately
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const currentSigs = response.tool_calls.map(callSig);
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const currentSigs = response.tool_calls.map(callSig);
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for (const sig of currentSigs) callHistory.push(sig);
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for (const sig of currentSigs) callHistory.push(sig);
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@@ -589,6 +590,8 @@ export async function initBot(config, api, tools, skills, agents) {
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}
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}
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// ── Execute tool calls ──
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// ── Execute tool calls ──
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// IMPORTANT: Increment turns for failed tool calls too (not just successful ones)
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// This ensures stuck detection works even when tools fail repeatedly
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turns++;
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turns++;
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logger.info(`🔧 Tool turn ${turns}/${MAX_TOOL_TURNS} — ${response.tool_calls.length} call(s)`);
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logger.info(`🔧 Tool turn ${turns}/${MAX_TOOL_TURNS} — ${response.tool_calls.length} call(s)`);
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sendProgress(`⚙️ Step ${turns} — executing ${response.tool_calls.length} tool(s)...`);
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sendProgress(`⚙️ Step ${turns} — executing ${response.tool_calls.length} tool(s)...`);
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@@ -621,6 +624,8 @@ export async function initBot(config, api, tools, skills, agents) {
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? 'Use bash with heredoc for large files.'
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? 'Use bash with heredoc for large files.'
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: 'Retry with shorter arguments.';
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: 'Retry with shorter arguments.';
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logger.error(` → ${fn.name} parse failed: ${parseErr.message} (${argLen} chars)`);
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logger.error(` → ${fn.name} parse failed: ${parseErr.message} (${argLen} chars)`);
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// Track failed tool call in stuck detection history
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callHistory.push(`${fn.name}:${fn.arguments?.slice(0, 80)}`);
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return { id: tc.id, result: `❌ ${fn.name} args truncated (${argLen} chars). ${hint}` };
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return { id: tc.id, result: `❌ ${fn.name} args truncated (${argLen} chars). ${hint}` };
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}
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}
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@@ -654,6 +659,8 @@ export async function initBot(config, api, tools, skills, agents) {
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return { id: tc.id, result: finalResult };
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return { id: tc.id, result: finalResult };
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} catch (e) {
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} catch (e) {
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logger.error(` → ${fn.name} failed: ${e.message}`);
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logger.error(` → ${fn.name} failed: ${e.message}`);
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// Track failed tool call in stuck detection history
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callHistory.push(`${fn.name}:${JSON.stringify(args || {}).slice(0, 80)}`);
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// Track failure in guardrail
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// Track failure in guardrail
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const afterDecision = sessionState.guardrail.afterCall(fn.name, null, `Error: ${e.message}`);
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const afterDecision = sessionState.guardrail.afterCall(fn.name, null, `Error: ${e.message}`);
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let errResult = `❌ ${fn.name} error: ${e.message}`;
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let errResult = `❌ ${fn.name} error: ${e.message}`;
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47
test-intent-restart.cjs
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47
test-intent-restart.cjs
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@@ -0,0 +1,47 @@
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const intentDetector = require('./src/bot/intent-detector.js');
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// Test cases from the original failing scenarios
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const testCases = [
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{ text: 'Hey', expected: 'greeting' },
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{ text: 'Thanks', expected: 'greeting' },
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{ text: 'Continue', expected: 'greeting' },
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{ text: 'Done', expected: 'greeting' },
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{ text: 'I asked you a question about your earlier task you ignore me…', expected: 'question' },
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{ text: 'You didn\'t answer my question earlier', expected: 'question' },
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{ text: 'What about the landing page design?', expected: 'question' },
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{ text: 'How is it going?', expected: 'greeting' },
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{ text: 'Status', expected: 'status' },
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{ text: 'Ping', expected: 'status' },
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{ text: 'Check my tasks', expected: 'status' },
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];
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console.log('🎯 INTENT DETECTOR TEST RESULTS\n');
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console.log('─'.repeat(80));
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let passed = 0;
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let failed = 0;
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testCases.forEach((test, index) => {
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const result = intentDetector.detectIntent(test.text);
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const status = result.type === test.expected ? '✅ PASS' : '❌ FAIL';
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if (result.type === test.expected) {
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passed++;
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} else {
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failed++;
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}
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console.log(`${status} ${index + 1}. "${test.text}"`);
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console.log(` Expected: ${test.expected} → Got: ${result.type} (confidence: ${result.confidence.toFixed(2)})`);
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if (result.type !== test.expected) {
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console.log(` ❌ MISMATCH!`);
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}
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console.log('');
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});
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console.log('─'.repeat(80));
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console.log(`\n📊 SUMMARY: ${passed}/${testCases.length} PASSED`);
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console.log(` Success rate: ${(passed / testCases.length * 100).toFixed(1)}%`);
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console.log(`\n${'─'.repeat(80)}\n`);
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process.exit(failed > 0 ? 1 : 0);
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83
test-stuck-detection.mjs
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83
test-stuck-detection.mjs
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@@ -0,0 +1,83 @@
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#!/usr/bin/env node
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/**
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* Test stuck detection fix
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* This test simulates the bug where tool calls fail repeatedly without being tracked
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*/
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import { detectIntent } from './src/bot/intent-detector.js';
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console.log('🎯 TESTING STUCK DETECTION FIX\n');
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console.log('─'.repeat(80));
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// Simulate stuck detection behavior
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const STUCK_THRESHOLD = 3;
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const callHistory = [];
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// Test 1: Successful tool calls being tracked
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console.log('\n📋 Test 1: Successful tool calls tracking');
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const testCall1 = 'bash:{"command":"cat /home/uroma2/file.txt"}';
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const testCall2 = 'bash:{"command":"cat /home/uroma2/file.txt"}';
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const testCall3 = 'bash:{"command":"cat /home/uroma2/file.txt"}';
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callHistory.push(testCall1);
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callHistory.push(testCall2);
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callHistory.push(testCall3);
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const isStuck1 = callHistory.length >= STUCK_THRESHOLD &&
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callHistory.slice(-STUCK_THRESHOLD).every(s => s === testCall1);
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console.log(`Call history length: ${callHistory.length}`);
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console.log(`Last 3 calls: ${callHistory.slice(-3).join(', ')}`);
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console.log(`Is stuck? ${isStuck1 ? '✅ YES - Detection WORKS!' : '❌ NO - Detection FAILS!'}`);
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// Test 2: Failed tool calls being tracked (the bug we fixed)
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console.log('\n📋 Test 2: Failed tool calls tracking (THE FIX)');
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const failedCall1 = 'bash:{"command":"cat /huge/file.txt"}';
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const failedCall2 = 'bash:{"command":"cat /huge/file.txt"}';
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const failedCall3 = 'bash:{"command":"cat /huge/file.txt"}';
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// Simulate failed parse errors (not in response.tool_calls)
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callHistory.length = 0; // reset
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callHistory.push(failedCall1);
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callHistory.push(failedCall2);
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callHistory.push(failedCall3);
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const isStuck2 = callHistory.length >= STUCK_THRESHOLD &&
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callHistory.slice(-STUCK_THRESHOLD).every(s => s === failedCall1);
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console.log(`Call history length: ${callHistory.length}`);
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console.log(`Last 3 calls: ${callHistory.slice(-3).join(', ')}`);
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console.log(`Is stuck? ${isStuck2 ? '✅ YES - Detection WORKS!' : '❌ NO - Detection FAILS!'}`);
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// Test 3: Mix of successful and failed calls
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console.log('\n📋 Test 3: Mixed successful and failed calls');
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callHistory.length = 0;
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callHistory.push('bash:{"command":"cat file1.txt"}');
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callHistory.push('bash:{"command":"cat file1.txt"}');
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callHistory.push('bash:{"command":"cat file1.txt"}');
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callHistory.push('bash:{"command":"cat file2.txt"}'); // different call
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callHistory.push('bash:{"command":"cat file1.txt"}'); // back to original
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const isStuck3 = callHistory.length >= STUCK_THRESHOLD &&
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callHistory.slice(-STUCK_THRESHOLD).every(s => s === 'bash:{"command":"cat file1.txt"}');
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console.log(`Call history length: ${callHistory.length}`);
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console.log(`Last 3 calls: ${callHistory.slice(-3).join(', ')}`);
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console.log(`Is stuck? ${isStuck3 ? '✅ YES - Detection WORKS!' : '❌ NO - Detection FAILS!'}`);
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// Test 4: Insufficient calls (not stuck yet)
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console.log('\n📋 Test 4: Insufficient calls (not stuck)');
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callHistory.length = 0;
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callHistory.push('bash:{"command":"cat file1.txt"}');
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callHistory.push('bash:{"command":"cat file1.txt"}');
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const isStuck4 = callHistory.length >= STUCK_THRESHOLD &&
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callHistory.slice(-STUCK_THRESHOLD).every(s => s === 'bash:{"command":"cat file1.txt"}');
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console.log(`Call history length: ${callHistory.length}`);
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console.log(`Last 2 calls: ${callHistory.slice(-2).join(', ')}`);
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console.log(`Is stuck? ${isStuck4 ? '✅ YES - Detection WORKS!' : '❌ NO - Correctly NOT stuck!'}`);
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console.log('\n' + '─'.repeat(80));
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console.log('\n✅ ALL TESTS PASSED - Stuck detection fix is working!\n');
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