generateSolutionSteps($questionText); } return [ 'solution' => '', 'steps' => [], 'source' => 'placeholder', ]; } public function generateStepRubric(string $questionText, array $context = []): array { return [ 'steps' => [], 'total_score' => $context['total_score'] ?? null, ]; } public function validateAnswer(string $questionText, string $answer, array $context = []): array { return [ 'is_correct' => null, 'confidence' => null, 'notes' => [], ]; } public function generateSolutionSteps(string $questionText): array { $prompt = app(QuestionPromptService::class)->buildSolutionStepsPrompt($questionText); try { $result = app(AiClientService::class)->callJson($prompt); } catch (\Throwable $e) { return [ 'solution' => '', 'steps' => [], 'source' => 'placeholder', ]; } return [ 'solution' => $result['solution'] ?? '', 'steps' => $result['steps'] ?? [], 'source' => 'ai', ]; } }