'/opt/wevia-brain/modules/core/metacognition.php', 'ContextManager' => '/opt/wevia-brain/modules/core/context-manager.php', 'OutputFormatter' => '/opt/wevia-brain/modules/core/output-formatter.php', 'ErrorTaxonomy' => '/opt/wevia-brain/modules/core/error-taxonomy.php', 'ConversationRouter' => '/opt/wevia-brain/modules/core/conversation-router.php', // Advanced modules 'CodeAnalyzer' => '/opt/wevia-brain/modules/advanced/code-analyzer.php', 'ConversationMemory' => '/opt/wevia-brain/modules/advanced/conversation-memory.php', 'MultiAgent' => '/opt/wevia-brain/modules/advanced/multi-agent.php', 'SmartReporter' => '/opt/wevia-brain/modules/advanced/smart-reporter.php', 'WebIntelligence' => '/opt/wevia-brain/modules/advanced/web-intelligence.php', // Agentic modules 'Planner' => '/opt/wevia-brain/modules/agentic/planner.php', 'SelfHealing' => '/opt/wevia-brain/modules/agentic/self-healing.php', // Pipeline modules 'EmbeddingPipeline' => '/opt/wevia-brain/modules/pipeline/embedding-pipeline.php', 'StreamingHandler' => '/opt/wevia-brain/modules/pipeline/streaming-handler.php', 'TokenTracker' => '/opt/wevia-brain/modules/pipeline/token-tracker.php', // V2 modules 'ChainOfThoughtV2' => '/opt/wevia-brain/modules/v2/chain-of-thought-v2.php', 'ToolUseV2' => '/opt/wevia-brain/modules/v2/tool-use-v2.php', ]; if (isset($map[$class]) && file_exists($map[$class])) { require_once $map[$class]; } }); AUTOLOAD; file_put_contents("/opt/wevia-brain/autoload.php", $autoload); echo "✅ Autoload updated (17 modules mapped)\n"; // ═══ CREATE BRAIN INTEGRATION HOOK ═══ $hook = <<<'HOOK' getMessage()); return null; } } return $_brainModules[$class]; } /** * Run metacognitive analysis on a query * Returns: strategy recommendation + confidence calibration */ function brainMetacognize(string $message, string $intent): array { $meta = getBrainModule('MetacognitionEngine'); if (!$meta) return ['strategy' => 'default', 'confidence' => 0.5]; try { return $meta->analyze($message, $intent); } catch (Exception $e) { return ['strategy' => 'default', 'confidence' => 0.5]; } } /** * Optimize context window allocation */ function brainOptimizeContext(string $sys, string $msg, array $history, string $kbContext): string { $ctx = getBrainModule('ContextManager'); if (!$ctx) return $sys; try { return $ctx->optimize($sys, $msg, $history, $kbContext); } catch (Exception $e) { return $sys; } } /** * Format output optimally */ function brainFormatOutput(string $response): string { $fmt = getBrainModule('OutputFormatter'); if (!$fmt) return $response; try { return $fmt->format($response); } catch (Exception $e) { return $response; } } /** * Smart error recovery */ function brainRecoverError(string $error, string $context): ?string { $err = getBrainModule('ErrorTaxonomy'); if (!$err) return null; try { $classified = $err->classify($error); return $err->suggestRecovery($classified, $context); } catch (Exception $e) { return null; } } HOOK; file_put_contents("/opt/wevia-brain/s88-brain-hook.php", $hook); echo "✅ Brain hook created (4 integration functions)\n"; // ═══ VERIFY ALL MODULE FILES EXIST ═══ $modules = glob("/opt/wevia-brain/modules/*/*.php"); echo "✅ " . count($modules) . " brain modules found\n"; foreach ($modules as $m) { $size = filesize($m); $name = basename($m, '.php'); echo " 📦 $name (" . number_format($size) . " bytes)\n"; } echo "\n═══ S88 BRAIN READY ═══\n"; echo "To activate in weval-chatbot-api.php, add AFTER cognitive-brain.php:\n"; echo " require_once '/opt/wevia-brain/s88-brain-hook.php';\n"; echo "Then use: brainMetacognize(), brainOptimizeContext(), brainFormatOutput(), brainRecoverError()\n";