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fix: Add structured output fallback for non-Claude models in app spec generation
This fixes the app spec generation failing for non-Claude models (Cursor, Gemini, OpenCode, Copilot) that don't support structured output capabilities. Changes: - Add `supportsStructuredOutput()` utility function in @automaker/types to centralize model capability detection - Update generate-features-from-spec.ts: - Add explicit JSON instructions for non-Claude/Codex models - Define featuresOutputSchema for structured output - Pre-extract JSON from text responses using extractJsonWithArray - Handle both structured_output and text responses properly - Update generate-spec.ts: - Replace isCursorModel with supportsStructuredOutput for consistency - Update sync-spec.ts: - Add techStackOutputSchema for structured output - Add JSON extraction fallback for text responses - Handle both structured_output and text parsing - Update validate-issue.ts: - Use supportsStructuredOutput for cleaner capability detection The fix follows the same pattern used in generate-spec.ts where non-Claude models receive explicit JSON formatting instructions in the prompt and responses are parsed using extractJson utilities. Fixes #669 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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@@ -9,7 +9,7 @@ import * as secureFs from '../../lib/secure-fs.js';
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import type { EventEmitter } from '../../lib/events.js';
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import { specOutputSchema, specToXml, type SpecOutput } from '../../lib/app-spec-format.js';
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import { createLogger } from '@automaker/utils';
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import { DEFAULT_PHASE_MODELS, isCursorModel } from '@automaker/types';
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import { DEFAULT_PHASE_MODELS, supportsStructuredOutput } from '@automaker/types';
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import { resolvePhaseModel } from '@automaker/model-resolver';
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import { extractJson } from '../../lib/json-extractor.js';
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import { streamingQuery } from '../../providers/simple-query-service.js';
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@@ -120,10 +120,13 @@ ${prompts.appSpec.structuredSpecInstructions}`;
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let responseText = '';
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let structuredOutput: SpecOutput | null = null;
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// Determine if we should use structured output (Claude supports it, Cursor doesn't)
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const useStructuredOutput = !isCursorModel(model);
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// Determine if we should use structured output based on model type
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const useStructuredOutput = supportsStructuredOutput(model);
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logger.info(
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`Structured output mode: ${useStructuredOutput ? 'enabled (Claude/Codex)' : 'disabled (using JSON instructions)'}`
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);
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// Build the final prompt - for Cursor, include JSON schema instructions
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// Build the final prompt - for non-Claude/Codex models, include JSON schema instructions
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let finalPrompt = prompt;
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if (!useStructuredOutput) {
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finalPrompt = `${prompt}
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