/** * Interleaved Thinking Test * * Tests that interleaved thinking works correctly: * - Multiple thinking blocks can appear in a single response * - Thinking blocks between tool calls * - Thinking after tool results * * This simulates complex Claude Code scenarios where the model * thinks multiple times during a single turn. * * NOTE: This test is Claude-only. Interleaved thinking requires * the anthropic-beta header which is specific to Claude thinking models. */ const { streamRequest, commonTools } = require('./helpers/http-client.cjs'); const { getTestModels, getModelConfig } = require('./helpers/test-models.cjs'); // Multiple tools to encourage interleaved thinking const tools = [commonTools.readFile, commonTools.writeFile, commonTools.runTests]; async function runTestsForModel(family, model) { console.log('='.repeat(60)); console.log(`INTERLEAVED THINKING TEST [${family.toUpperCase()}]`); console.log(`Model: ${model}`); console.log('Tests complex multi-step reasoning with tools'); console.log('='.repeat(60)); console.log(''); let allPassed = true; const results = []; const modelConfig = getModelConfig(family); // ===== TEST 1: Complex task requiring multiple steps ===== console.log('TEST 1: Complex task - read, modify, write, test'); console.log('-'.repeat(40)); const result = await streamRequest({ model, max_tokens: modelConfig.max_tokens, stream: true, tools, thinking: modelConfig.thinking, messages: [{ role: 'user', content: `I need you to: 1. Read the file src/config.js 2. Add a new config option "debug: true" 3. Write the updated file 4. Run the tests to make sure nothing broke Please do this step by step, reading each file before modifying.` }] }); if (result.error) { console.log(` ERROR: ${result.error.message}`); allPassed = false; results.push({ name: 'Complex multi-step task', passed: false }); } else { const thinking = result.content.filter(b => b.type === 'thinking'); const toolUse = result.content.filter(b => b.type === 'tool_use'); const text = result.content.filter(b => b.type === 'text'); console.log(` Thinking blocks: ${thinking.length}`); console.log(` Tool use blocks: ${toolUse.length}`); console.log(` Text blocks: ${text.length}`); // Check signatures const signedThinking = thinking.filter(t => t.signature && t.signature.length >= 50); console.log(` Signed thinking blocks: ${signedThinking.length}`); // Analyze block order const blockOrder = result.content.map(b => b.type).join(' -> '); console.log(` Block order: ${blockOrder}`); // Show thinking previews thinking.forEach((t, i) => { console.log(` Thinking ${i + 1}: "${(t.thinking || '').substring(0, 50)}..."`); }); // Show tool calls toolUse.forEach((t, i) => { console.log(` Tool ${i + 1}: ${t.name}(${JSON.stringify(t.input).substring(0, 50)}...)`); }); // Expect at least one thinking block (ideally multiple for complex task) const passed = thinking.length >= 1 && signedThinking.length >= 1 && toolUse.length >= 1; results.push({ name: 'Thinking + Tools in complex task', passed }); if (!passed) allPassed = false; } // ===== TEST 2: Response after tool result ===== console.log('\nTEST 2: Response after tool result'); console.log('-'.repeat(40)); // Start with previous result and add tool result if (result.content && result.content.some(b => b.type === 'tool_use')) { const toolUseBlock = result.content.find(b => b.type === 'tool_use'); const result2 = await streamRequest({ model, max_tokens: modelConfig.max_tokens, stream: true, tools, thinking: modelConfig.thinking, messages: [ { role: 'user', content: `Analyze the src/config.js file structure and explain the security implications of each setting. What are the potential risks if this config were exposed in production?` }, { role: 'assistant', content: result.content }, { role: 'user', content: [{ type: 'tool_result', tool_use_id: toolUseBlock.id, content: `module.exports = { port: 3000, host: 'localhost', debug: false };` }] } ] }); if (result2.error) { console.log(` ERROR: ${result2.error.message}`); allPassed = false; results.push({ name: 'Thinking after tool result', passed: false }); } else { const thinking2 = result2.content.filter(b => b.type === 'thinking'); const text2 = result2.content.filter(b => b.type === 'text'); const toolUse2 = result2.content.filter(b => b.type === 'tool_use'); console.log(` Thinking blocks: ${thinking2.length}`); console.log(` Text blocks: ${text2.length}`); console.log(` Tool use blocks: ${toolUse2.length}`); if (text2.length > 0) { console.log(` Response: "${text2[0].text?.substring(0, 80)}..."`); } // Model may or may not produce thinking blocks after tool result // The key is that it produces a valid response (text or tool use) // Note: Thinking is optional - model decides when to use it based on task complexity const passed = text2.length > 0 || toolUse2.length > 0; results.push({ name: 'Response after tool result', passed }); if (!passed) allPassed = false; } } else { console.log(' SKIPPED - No tool use in previous test'); results.push({ name: 'Response after tool result', passed: false, skipped: true }); } // ===== Summary ===== console.log('\n' + '='.repeat(60)); console.log(`SUMMARY [${family.toUpperCase()}]`); console.log('='.repeat(60)); for (const result of results) { const status = result.skipped ? 'SKIP' : (result.passed ? 'PASS' : 'FAIL'); console.log(` [${status}] ${result.name}`); } console.log('\n' + '='.repeat(60)); console.log(`[${family.toUpperCase()}] ${allPassed ? 'ALL TESTS PASSED' : 'SOME TESTS FAILED'}`); console.log('='.repeat(60)); return allPassed; } async function runTests() { // Interleaved thinking is Claude-only (requires anthropic-beta header) const models = await getTestModels(['gemini']); let allPassed = true; for (const { family, model } of models) { console.log('\n'); const passed = await runTestsForModel(family, model); if (!passed) allPassed = false; } console.log('\n' + '='.repeat(60)); console.log('FINAL RESULT'); console.log('='.repeat(60)); console.log(`Overall: ${allPassed ? 'ALL TESTS PASSED' : 'SOME TESTS FAILED'}`); console.log('='.repeat(60)); process.exit(allPassed ? 0 : 1); } runTests().catch(err => { console.error('Test failed with error:', err); process.exit(1); });