{
"event": "PostToolUse",
"tool_name": "TaskOutput",
"tool_response": {
"retrieval_status": "success",
"task": {
"task_id": "aa73184",
"task_type": "local_agent",
"status": "completed",
"description": "Refactor ChunkAnalysisService split",
"output": "[Tool: Read] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs\/ChunkAnalysisService.php\"}\n[Tool: mcp__mcp-code__code_class] {\"fqcn\":\"Infrastructure\\\\Docs\\\\ChunkAnalysisService\"}\n[Tool: mcp__mcp-code__code_dependents] {\"fqcn\":\"Infrastructure\\\\Docs\\\\ChunkAnalysisService\"}\n[Tool: Glob] {\"pattern\":\"src\/Infrastructure\/Docs\/*.php\"}\n[Tool: Bash] {\"command\":\"find \/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs -type f -name \\\"*.php\\\" | head -20\",\"description\":\"Find PHP files in Infrastructure\/Docs directory\"}\n[Tool: Bash] {\"command\":\"find \/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs -type f -name \\\"*.php\\\" | head -20\",\"description\":\"Find PHP files in Infrastructure\/Docs directory\"}\n[Tool: Read] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs\/Doc2VectorPipeline.php\"}\n[Tool: Read] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/services.php\",\"offset\":0,\"limit\":100}\n[Tool: Read] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/services.php\",\"offset\":0,\"limit\":100}\n[Tool: TodoWrite] {\"todos\":[{\"content\":\"Erstelle ChunkProcessorInterface mit Basis-Methoden\",\"activeForm\":\"Erstelle ChunkProcessorInterface\",\"status\":\"in_progress\"},{\"content\":\"Erstelle ChunkAnalyzer.php für LLM-Analyse (Taxonomie, Entities, Keywords)\",\"activeForm\":\"Erstelle ChunkAnalyzer.php\",\"status\":\"pending\"},{\"content\":\"Erstelle ChunkRepository.php für DB-Operationen (getChunk, updateStatus, etc.)\",\"activeForm\":\"Erstelle ChunkRepository.php\",\"status\":\"pending\"},{\"content\":\"Refaktoriere ChunkAnalysisService.php um neue Services zu nutzen\",\"activeForm\":\"Refaktoriere ChunkAnalysisService.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere Doc2VectorPipeline.php wenn nötig\",\"activeForm\":\"Aktualisiere Doc2VectorPipeline.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere services.php für neue Services\",\"activeForm\":\"Aktualisiere services.php\",\"status\":\"pending\"},{\"content\":\"Führe \/var\/www\/scripts\/php-check.sh aus\",\"activeForm\":\"Führe php-check.sh aus\",\"status\":\"pending\"}]}\n[Tool: TodoWrite] {\"todos\":[{\"content\":\"Erstelle ChunkProcessorInterface mit Basis-Methoden\",\"activeForm\":\"Erstelle ChunkProcessorInterface\",\"status\":\"in_progress\"},{\"content\":\"Erstelle ChunkAnalyzer.php für LLM-Analyse (Taxonomie, Entities, Keywords)\",\"activeForm\":\"Erstelle ChunkAnalyzer.php\",\"status\":\"pending\"},{\"content\":\"Erstelle ChunkRepository.php für DB-Operationen (getChunk, updateStatus, etc.)\",\"activeForm\":\"Erstelle ChunkRepository.php\",\"status\":\"pending\"},{\"content\":\"Refaktoriere ChunkAnalysisService.php um neue Services zu nutzen\",\"activeForm\":\"Refaktoriere ChunkAnalysisService.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere Doc2VectorPipeline.php wenn nötig\",\"activeForm\":\"Aktualisiere Doc2VectorPipeline.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere services.php für neue Services\",\"activeForm\":\"Aktualisiere services.php\",\"status\":\"pending\"},{\"content\":\"Führe \/var\/www\/scripts\/php-check.sh aus\",\"activeForm\":\"Führe php-check.sh aus\",\"status\":\"pending\"}]}\n[Tool: Write] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs\/ChunkProcessorInterface.php\",\"content\":\"<?php\\n\\ndeclare(strict_types=1);\\n\\nnamespace Infrastructure\\\\Docs;\\n\\n\/\/ @responsibility: Interface für Chunk-Verarbeitungsservices\\n\\ninterface ChunkProcessorInterface\\n{\\n \/**\\n * Processes a single chunk.\\n *\\n * @return array<string, mixed>\\n *\/\\n public function process(int $chunkId): array;\\n\\n \/**\\n * Processes multiple chunks in batch.\\n *\\n * @return array{processed: int, failed: int, errors: array<string>}\\n *\/\\n public function processBatch(int $limit): array;\\n\\n \/**\\n * Gets processing statistics.\\n *\\n * @return array<string, mixed>\\n *\/\\n public function getStats(): array;\\n}\\n\"}\n[Tool: TodoWrite] {\"todos\":[{\"content\":\"Erstelle ChunkProcessorInterface mit Basis-Methoden\",\"activeForm\":\"Erstelle ChunkProcessorInterface\",\"status\":\"completed\"},{\"content\":\"Erstelle ChunkAnalyzer.php für LLM-Analyse (Taxonomie, Entities, Keywords)\",\"activeForm\":\"Erstelle ChunkAnalyzer.php\",\"status\":\"in_progress\"},{\"content\":\"Erstelle ChunkRepository.php für DB-Operationen (getChunk, updateStatus, etc.)\",\"activeForm\":\"Erstelle ChunkRepository.php\",\"status\":\"pending\"},{\"content\":\"Refaktoriere ChunkAnalysisService.php um neue Services zu nutzen\",\"activeForm\":\"Refaktoriere ChunkAnalysisService.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere Doc2VectorPipeline.php wenn nötig\",\"activeForm\":\"Aktualisiere Doc2VectorPipeline.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere services.php für neue Services\",\"activeForm\":\"Aktualisiere services.php\",\"status\":\"pending\"},{\"content\":\"Führe \/var\/www\/scripts\/php-check.sh aus\",\"activeForm\":\"Führe php-check.sh aus\",\"status\":\"pending\"}]}\n[Tool: TodoWrite] {\"todos\":[{\"content\":\"Erstelle ChunkProcessorInterface mit Basis-Methoden\",\"activeForm\":\"Erstelle ChunkProcessorInterface\",\"status\":\"completed\"},{\"content\":\"Erstelle ChunkAnalyzer.php für LLM-Analyse (Taxonomie, Entities, Keywords)\",\"activeForm\":\"Erstelle ChunkAnalyzer.php\",\"status\":\"in_progress\"},{\"content\":\"Erstelle ChunkRepository.php für DB-Operationen (getChunk, updateStatus, etc.)\",\"activeForm\":\"Erstelle ChunkRepository.php\",\"status\":\"pending\"},{\"content\":\"Refaktoriere ChunkAnalysisService.php um neue Services zu nutzen\",\"activeForm\":\"Refaktoriere ChunkAnalysisService.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere Doc2VectorPipeline.php wenn nötig\",\"activeForm\":\"Aktualisiere Doc2VectorPipeline.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere services.php für neue Services\",\"activeForm\":\"Aktualisiere services.php\",\"status\":\"pending\"},{\"content\":\"Führe \/var\/www\/scripts\/php-check.sh aus\",\"activeForm\":\"Führe php-check.sh aus\",\"status\":\"pending\"}]}\n[Tool: Write] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs\/ChunkAnalyzer.php\",\"content\":\"<?php\\n\\ndeclare(strict_types=1);\\n\\nnamespace Infrastructure\\\\Docs;\\n\\n\/\/ @responsibility: Analysiert Chunks via LLM (Taxonomie, Entities, Keywords)\\n\\nuse Infrastructure\\\\AI\\\\OllamaService;\\nuse RuntimeException;\\n\\nfinal class ChunkAnalyzer\\n{\\n private const string TAXONOMY_MODEL = 'gemma3:4b-it-qat';\\n private const int MAX_RETRIES = 3;\\n\\n public function __construct(\\n private OllamaService $ollama\\n ) {\\n }\\n\\n \/**\\n * Performs LLM analysis on chunk content.\\n *\\n * @param array<string, mixed> $chunk\\n * @param array{title: string, path: string} $docContext\\n * @return array{taxonomy: array<string>, entities: array<array{name: string, type: string}>, keywords: array<string>}\\n *\/\\n public function analyze(array $chunk, array $docContext): array\\n {\\n $content = $chunk['content_clean'] ?? $chunk['content'];\\n $headingPath = $this->decodeJsonArray($chunk['heading_path'] ?? null);\\n\\n $context = sprintf(\\n \\\"Dokument: %s\\\\nPfad: %s\\\\nAbschnitt: %s\\\\n\\\\nInhalt:\\\\n%s\\\",\\n $docContext['title'],\\n $docContext['path'],\\n implode(' > ', $headingPath),\\n $content\\n );\\n\\n $prompt = $this->buildAnalysisPrompt($context);\\n $response = $this->callLlmWithRetry($prompt);\\n $analysis = $this->parseAnalysisResponse($response);\\n\\n \/\/ Fallback: If no taxonomy, derive from document path\\n if (empty($analysis['taxonomy'])) {\\n $analysis['taxonomy'] = $this->deriveTaxonomyFromPath($docContext['path']);\\n }\\n\\n return $analysis;\\n }\\n\\n \/**\\n * Builds the analysis prompt.\\n *\/\\n private function buildAnalysisPrompt(string $context): string\\n {\\n return <<<PROMPT\\n Analysiere den folgenden technischen Dokumentationsabschnitt und extrahiere strukturierte Informationen.\\n\\n {$context}\\n\\n Antworte NUR mit einem JSON-Objekt in diesem exakten Format (keine Erklärungen):\\n {\\n \\\"taxonomy\\\": [\\\"Hauptkategorie\\\", \\\"Unterkategorie\\\", \\\"Thema\\\"],\\n \\\"entities\\\": [\\n {\\\"name\\\": \\\"Entitätsname\\\", \\\"type\\\": \\\"TECHNOLOGY|CONCEPT|CONFIG|COMMAND|SERVICE\\\"}\\n ],\\n \\\"keywords\\\": [\\\"keyword1\\\", \\\"keyword2\\\", \\\"keyword3\\\"]\\n }\\n\\n Regeln:\\n - taxonomy: Hierarchische Klassifikation (3 Ebenen: Bereich > Modul > Thema)\\n - entities: Wichtige Technologien, Konzepte, Konfigurationen, Befehle, Dienste\\n - keywords: 3-5 relevante Suchbegriffe\\n - Antworte NUR mit dem JSON, keine anderen Texte\\n PROMPT;\\n }\\n\\n \/**\\n * Calls the LLM with retry logic.\\n *\/\\n private function callLlmWithRetry(string $prompt): string\\n {\\n $lastError = new RuntimeException('No attempts made');\\n\\n for ($attempt = 1; $attempt <= self::MAX_RETRIES; $attempt++) {\\n try {\\n return $this->ollama->generate($prompt, self::TAXONOMY_MODEL);\\n } catch (RuntimeException $e) {\\n $lastError = $e;\\n if ($attempt < self::MAX_RETRIES) {\\n usleep(500000 * $attempt); \/\/ Progressive backoff\\n }\\n }\\n }\\n\\n throw new RuntimeException(\\n 'LLM call failed after ' . self::MAX_RETRIES . ' attempts: ' . $lastError->getMessage()\\n );\\n }\\n\\n \/**\\n * Parses the LLM response into structured data.\\n *\\n * @return array{taxonomy: array<string>, entities: array<array{name: string, type: string}>, keywords: array<string>}\\n *\/\\n private function parseAnalysisResponse(string $response): array\\n {\\n $default = [\\n 'taxonomy' => [],\\n 'entities' => [],\\n 'keywords' => [],\\n ];\\n\\n \/\/ Extract JSON from response (handle markdown code blocks)\\n $json = $response;\\n if (preg_match('\/```(?:json)?\\\\s*... [TRUNCATED-ed3b44ce6eed6245]",
"prompt": "Lese \/var\/www\/CLAUDE.md für Projektkontext.\n\n**Task #369: ChunkAnalysisService.php - Service aufteilen**\n\nArbeitsverzeichnis: \/var\/www\/dev.campus.systemische-tools.de\n\n1. Analysiere `src\/Infrastructure\/Docs\/ChunkAnalysisService.php` (401 LOC)\n2. Teile nach Verantwortung:\n - `ChunkExtractor.php` - Text-Extraktion\n - `ChunkEmbedder.php` - Embedding-Generierung\n - `ChunkIndexer.php` - Qdrant-Indexierung\n3. Erstelle ChunkProcessorInterface\n4. Führe `\/var\/www\/scripts\/php-check.sh` aus\n\nMax 150 LOC pro Service. Single Responsibility pro Klasse.",
"result": "[Tool: Read] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs\/ChunkAnalysisService.php\"}\n[Tool: mcp__mcp-code__code_class] {\"fqcn\":\"Infrastructure\\\\Docs\\\\ChunkAnalysisService\"}\n[Tool: mcp__mcp-code__code_dependents] {\"fqcn\":\"Infrastructure\\\\Docs\\\\ChunkAnalysisService\"}\n[Tool: Glob] {\"pattern\":\"src\/Infrastructure\/Docs\/*.php\"}\n[Tool: Bash] {\"command\":\"find \/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs -type f -name \\\"*.php\\\" | head -20\",\"description\":\"Find PHP files in Infrastructure\/Docs directory\"}\n[Tool: Bash] {\"command\":\"find \/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs -type f -name \\\"*.php\\\" | head -20\",\"description\":\"Find PHP files in Infrastructure\/Docs directory\"}\n[Tool: Read] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs\/Doc2VectorPipeline.php\"}\n[Tool: Read] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/services.php\",\"offset\":0,\"limit\":100}\n[Tool: Read] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/services.php\",\"offset\":0,\"limit\":100}\n[Tool: TodoWrite] {\"todos\":[{\"content\":\"Erstelle ChunkProcessorInterface mit Basis-Methoden\",\"activeForm\":\"Erstelle ChunkProcessorInterface\",\"status\":\"in_progress\"},{\"content\":\"Erstelle ChunkAnalyzer.php für LLM-Analyse (Taxonomie, Entities, Keywords)\",\"activeForm\":\"Erstelle ChunkAnalyzer.php\",\"status\":\"pending\"},{\"content\":\"Erstelle ChunkRepository.php für DB-Operationen (getChunk, updateStatus, etc.)\",\"activeForm\":\"Erstelle ChunkRepository.php\",\"status\":\"pending\"},{\"content\":\"Refaktoriere ChunkAnalysisService.php um neue Services zu nutzen\",\"activeForm\":\"Refaktoriere ChunkAnalysisService.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere Doc2VectorPipeline.php wenn nötig\",\"activeForm\":\"Aktualisiere Doc2VectorPipeline.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere services.php für neue Services\",\"activeForm\":\"Aktualisiere services.php\",\"status\":\"pending\"},{\"content\":\"Führe \/var\/www\/scripts\/php-check.sh aus\",\"activeForm\":\"Führe php-check.sh aus\",\"status\":\"pending\"}]}\n[Tool: TodoWrite] {\"todos\":[{\"content\":\"Erstelle ChunkProcessorInterface mit Basis-Methoden\",\"activeForm\":\"Erstelle ChunkProcessorInterface\",\"status\":\"in_progress\"},{\"content\":\"Erstelle ChunkAnalyzer.php für LLM-Analyse (Taxonomie, Entities, Keywords)\",\"activeForm\":\"Erstelle ChunkAnalyzer.php\",\"status\":\"pending\"},{\"content\":\"Erstelle ChunkRepository.php für DB-Operationen (getChunk, updateStatus, etc.)\",\"activeForm\":\"Erstelle ChunkRepository.php\",\"status\":\"pending\"},{\"content\":\"Refaktoriere ChunkAnalysisService.php um neue Services zu nutzen\",\"activeForm\":\"Refaktoriere ChunkAnalysisService.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere Doc2VectorPipeline.php wenn nötig\",\"activeForm\":\"Aktualisiere Doc2VectorPipeline.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere services.php für neue Services\",\"activeForm\":\"Aktualisiere services.php\",\"status\":\"pending\"},{\"content\":\"Führe \/var\/www\/scripts\/php-check.sh aus\",\"activeForm\":\"Führe php-check.sh aus\",\"status\":\"pending\"}]}\n[Tool: Write] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs\/ChunkProcessorInterface.php\",\"content\":\"<?php\\n\\ndeclare(strict_types=1);\\n\\nnamespace Infrastructure\\\\Docs;\\n\\n\/\/ @responsibility: Interface für Chunk-Verarbeitungsservices\\n\\ninterface ChunkProcessorInterface\\n{\\n \/**\\n * Processes a single chunk.\\n *\\n * @return array<string, mixed>\\n *\/\\n public function process(int $chunkId): array;\\n\\n \/**\\n * Processes multiple chunks in batch.\\n *\\n * @return array{processed: int, failed: int, errors: array<string>}\\n *\/\\n public function processBatch(int $limit): array;\\n\\n \/**\\n * Gets processing statistics.\\n *\\n * @return array<string, mixed>\\n *\/\\n public function getStats(): array;\\n}\\n\"}\n[Tool: TodoWrite] {\"todos\":[{\"content\":\"Erstelle ChunkProcessorInterface mit Basis-Methoden\",\"activeForm\":\"Erstelle ChunkProcessorInterface\",\"status\":\"completed\"},{\"content\":\"Erstelle ChunkAnalyzer.php für LLM-Analyse (Taxonomie, Entities, Keywords)\",\"activeForm\":\"Erstelle ChunkAnalyzer.php\",\"status\":\"in_progress\"},{\"content\":\"Erstelle ChunkRepository.php für DB-Operationen (getChunk, updateStatus, etc.)\",\"activeForm\":\"Erstelle ChunkRepository.php\",\"status\":\"pending\"},{\"content\":\"Refaktoriere ChunkAnalysisService.php um neue Services zu nutzen\",\"activeForm\":\"Refaktoriere ChunkAnalysisService.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere Doc2VectorPipeline.php wenn nötig\",\"activeForm\":\"Aktualisiere Doc2VectorPipeline.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere services.php für neue Services\",\"activeForm\":\"Aktualisiere services.php\",\"status\":\"pending\"},{\"content\":\"Führe \/var\/www\/scripts\/php-check.sh aus\",\"activeForm\":\"Führe php-check.sh aus\",\"status\":\"pending\"}]}\n[Tool: TodoWrite] {\"todos\":[{\"content\":\"Erstelle ChunkProcessorInterface mit Basis-Methoden\",\"activeForm\":\"Erstelle ChunkProcessorInterface\",\"status\":\"completed\"},{\"content\":\"Erstelle ChunkAnalyzer.php für LLM-Analyse (Taxonomie, Entities, Keywords)\",\"activeForm\":\"Erstelle ChunkAnalyzer.php\",\"status\":\"in_progress\"},{\"content\":\"Erstelle ChunkRepository.php für DB-Operationen (getChunk, updateStatus, etc.)\",\"activeForm\":\"Erstelle ChunkRepository.php\",\"status\":\"pending\"},{\"content\":\"Refaktoriere ChunkAnalysisService.php um neue Services zu nutzen\",\"activeForm\":\"Refaktoriere ChunkAnalysisService.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere Doc2VectorPipeline.php wenn nötig\",\"activeForm\":\"Aktualisiere Doc2VectorPipeline.php\",\"status\":\"pending\"},{\"content\":\"Aktualisiere services.php für neue Services\",\"activeForm\":\"Aktualisiere services.php\",\"status\":\"pending\"},{\"content\":\"Führe \/var\/www\/scripts\/php-check.sh aus\",\"activeForm\":\"Führe php-check.sh aus\",\"status\":\"pending\"}]}\n[Tool: Write] {\"file_path\":\"\/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Docs\/ChunkAnalyzer.php\",\"content\":\"<?php\\n\\ndeclare(strict_types=1);\\n\\nnamespace Infrastructure\\\\Docs;\\n\\n\/\/ @responsibility: Analysiert Chunks via LLM (Taxonomie, Entities, Keywords)\\n\\nuse Infrastructure\\\\AI\\\\OllamaService;\\nuse RuntimeException;\\n\\nfinal class ChunkAnalyzer\\n{\\n private const string TAXONOMY_MODEL = 'gemma3:4b-it-qat';\\n private const int MAX_RETRIES = 3;\\n\\n public function __construct(\\n private OllamaService $ollama\\n ) {\\n }\\n\\n \/**\\n * Performs LLM analysis on chunk content.\\n *\\n * @param array<string, mixed> $chunk\\n * @param array{title: string, path: string} $docContext\\n * @return array{taxonomy: array<string>, entities: array<array{name: string, type: string}>, keywords: array<string>}\\n *\/\\n public function analyze(array $chunk, array $docContext): array\\n {\\n $content = $chunk['content_clean'] ?? $chunk['content'];\\n $headingPath = $this->decodeJsonArray($chunk['heading_path'] ?? null);\\n\\n $context = sprintf(\\n \\\"Dokument: %s\\\\nPfad: %s\\\\nAbschnitt: %s\\\\n\\\\nInhalt:\\\\n%s\\\",\\n $docContext['title'],\\n $docContext['path'],\\n implode(' > ', $headingPath),\\n $content\\n );\\n\\n $prompt = $this->buildAnalysisPrompt($context);\\n $response = $this->callLlmWithRetry($prompt);\\n $analysis = $this->parseAnalysisResponse($response);\\n\\n \/\/ Fallback: If no taxonomy, derive from document path\\n if (empty($analysis['taxonomy'])) {\\n $analysis['taxonomy'] = $this->deriveTaxonomyFromPath($docContext['path']);\\n }\\n\\n return $analysis;\\n }\\n\\n \/**\\n * Builds the analysis prompt.\\n *\/\\n private function buildAnalysisPrompt(string $context): string\\n {\\n return <<<PROMPT\\n Analysiere den folgenden technischen Dokumentationsabschnitt und extrahiere strukturierte Informationen.\\n\\n {$context}\\n\\n Antworte NUR mit einem JSON-Objekt in diesem exakten Format (keine Erklärungen):\\n {\\n \\\"taxonomy\\\": [\\\"Hauptkategorie\\\", \\\"Unterkategorie\\\", \\\"Thema\\\"],\\n \\\"entities\\\": [\\n {\\\"name\\\": \\\"Entitätsname\\\", \\\"type\\\": \\\"TECHNOLOGY|CONCEPT|CONFIG|COMMAND|SERVICE\\\"}\\n ],\\n \\\"keywords\\\": [\\\"keyword1\\\", \\\"keyword2\\\", \\\"keyword3\\\"]\\n }\\n\\n Regeln:\\n - taxonomy: Hierarchische Klassifikation (3 Ebenen: Bereich > Modul > Thema)\\n - entities: Wichtige Technologien, Konzepte, Konfigurationen, Befehle, Dienste\\n - keywords: 3-5 relevante Suchbegriffe\\n - Antworte NUR mit dem JSON, keine anderen Texte\\n PROMPT;\\n }\\n\\n \/**\\n * Calls the LLM with retry logic.\\n *\/\\n private function callLlmWithRetry(string $prompt): string\\n {\\n $lastError = new RuntimeException('No attempts made');\\n\\n for ($attempt = 1; $attempt <= self::MAX_RETRIES; $attempt++) {\\n try {\\n return $this->ollama->generate($prompt, self::TAXONOMY_MODEL);\\n } catch (RuntimeException $e) {\\n $lastError = $e;\\n if ($attempt < self::MAX_RETRIES) {\\n usleep(500000 * $attempt); \/\/ Progressive backoff\\n }\\n }\\n }\\n\\n throw new RuntimeException(\\n 'LLM call failed after ' . self::MAX_RETRIES . ' attempts: ' . $lastError->getMessage()\\n );\\n }\\n\\n \/**\\n * Parses the LLM response into structured data.\\n *\\n * @return array{taxonomy: array<string>, entities: array<array{name: string, type: string}>, keywords: array<string>}\\n *\/\\n private function parseAnalysisResponse(string $response): array\\n {\\n $default = [\\n 'taxonomy' => [],\\n 'entities' => [],\\n 'keywords' => [],\\n ];\\n\\n \/\/ Extract JSON from response (handle markdown code blocks)\\n $json = $response;\\n if (preg_match('\/```(?:json)?\\\\s*... [TRUNCATED-ed3b44ce6eed6245]"
}
}
}