{
  "version": "2.0.0",
  "total_domains": 4,
  "domains": {
    "web": {
      "name": "Web Applications",
      "count": 33,
      "framework": "Node.js / TypeScript / React / Next.js",
      "icon": "\ud83c\udf10",
      "description": "33 production-hardened web modules with 40-dimension resilience, Crockford IDs, UnitOfWork, and multi-tenancy."
    },
    "bots": {
      "name": "Conversational & Messaging Bots",
      "count": 27,
      "framework": "Python / FastAPI / Async Redis",
      "icon": "\ud83e\udd16",
      "description": "27 enterprise bot modules for WhatsApp, Telegram, Chatwoot, anti-loop guards, and distributed workers."
    },
    "agents": {
      "name": "Autonomous AI Agents",
      "count": 40,
      "framework": "Python / Multi-Agent Factory / Evaluation",
      "icon": "\ud83e\udde0",
      "description": "40 autonomous agent modules including memory hierarchies, tool sandboxing, regression judges, and workflows."
    },
    "apps": {
      "name": "Mobile Applications",
      "count": 163,
      "framework": "Flutter / Dart / FastAPI / 1M Scale",
      "icon": "\ud83d\udcf1",
      "description": "163 production-grade mobile modules for Flutter, offline-first sync, zero-trust security, and 1M user scale."
    }
  },
  "categories_by_domain": {
    "web": {
      "operations": [
        "ops.admin",
        "ops.deployment",
        "ops.feature-flags",
        "ops.maintenance",
        "ops.monitoring"
      ],
      "ai": [
        "ai.infra"
      ],
      "data": [
        "analytics.events",
        "data.database",
        "data.portability",
        "data.storage",
        "data.turso-storage"
      ],
      "security": [
        "audit.trail",
        "auth.unified",
        "compliance.legal",
        "security.shield",
        "security.center"
      ],
      "monetization": [
        "billing.subscriptions",
        "monetization.metering"
      ],
      "growth": [
        "growth.changelog",
        "growth.domains",
        "growth.ab-testing",
        "growth.referrals",
        "growth.seo"
      ],
      "foundation": [
        "core.platform",
        "foundation.tenancy",
        "foundation.webhooks"
      ],
      "tools": [
        "tools.dashboard"
      ],
      "ux": [
        "ux.i18n",
        "ux.onboarding",
        "ux.search",
        "ux.settings"
      ],
      "communications": [
        "comms.notifications",
        "comms.support"
      ]
    },
    "bots": {
      "adapters": [
        "adapters.whatsapp",
        "adapters.telegram",
        "adapters.chatwoot",
        "adapters.base"
      ],
      "schemas": [
        "schemas.unmp",
        "schemas.chatwoot"
      ],
      "gateway": [
        "gateway.security",
        "gateway.router"
      ],
      "engine": [
        "engine.fsm",
        "engine.handoff",
        "engine.flows",
        "engine.router"
      ],
      "ai": [
        "ai.guardrails",
        "ai.gateway",
        "ai.cost_controller",
        "ai.memory",
        "ai.rag",
        "ai.tools"
      ],
      "security": [
        "security.rate_limiter",
        "security.loop_detector",
        "security.rbac",
        "security.feature_flags"
      ],
      "messaging": [
        "messaging.media",
        "messaging.templates"
      ],
      "identity": [
        "identity.service"
      ],
      "payments": [
        "payments.gateway"
      ],
      "worker": [
        "worker.tasks"
      ]
    },
    "agents": {
      "factory": [
        "factory.master"
      ],
      "core": [
        "core.identity",
        "core.gateway",
        "core.cost",
        "core.prompt",
        "core.reliability",
        "core.security",
        "core.state",
        "core.lifecycle"
      ],
      "memory": [
        "memory.conversation",
        "memory.working",
        "memory.semantic",
        "memory.episodic",
        "memory.rag",
        "memory.governance"
      ],
      "tools": [
        "tools.registry",
        "tools.base",
        "tools.approval",
        "tools.builtins.search",
        "tools.builtins.browser",
        "tools.builtins.code_exec",
        "tools.builtins.files"
      ],
      "orchestration": [
        "orchestration.planner",
        "orchestration.workflow",
        "orchestration.multi_agent",
        "orchestration.events"
      ],
      "validation": [
        "validation.structured",
        "validation.verification",
        "validation.citations"
      ],
      "observability": [
        "observability.tracer",
        "observability.audit",
        "observability.metrics"
      ],
      "evaluation": [
        "evaluation.dataset",
        "evaluation.judge",
        "evaluation.regression"
      ],
      "api": [
        "api.server",
        "api.auth"
      ],
      "templates": [
        "templates.research_agent",
        "templates.content_agent",
        "templates.coding_agent"
      ]
    },
    "apps": {
      "architecture_and_auth": [
        "mod_01_product_idea_engine",
        "mod_02_tech_stack_standard",
        "mod_03_app_starter_template",
        "mod_04_core_architecture",
        "mod_05_app_config_system",
        "mod_06_android_identity",
        "mod_07_ios_identity",
        "mod_08_environment_system",
        "mod_09_auth_module",
        "mod_10_authorization_system"
      ],
      "data_and_design": [
        "mod_11_local_data_system",
        "mod_12_offline_first_sync",
        "mod_13_api_layer",
        "mod_14_error_handling",
        "mod_15_state_management",
        "mod_16_design_system",
        "mod_17_design_tokens",
        "mod_18_responsive_ui",
        "mod_19_accessibility",
        "mod_20_dark_mode"
      ],
      "hardware_ai_and_monetization": [
        "mod_21_device_features",
        "mod_22_permission_architecture",
        "mod_23_push_notifications",
        "mod_24_analytics",
        "mod_25_crash_monitoring",
        "mod_26_performance_monitoring",
        "mod_27_ai_client_module",
        "mod_28_ai_cost_gateway",
        "mod_29_subscription_system",
        "mod_30_purchase_security"
      ],
      "growth_and_security": [
        "mod_31_ads_module",
        "mod_32_remote_config",
        "mod_33_feature_flags",
        "mod_34_deep_link_system",
        "mod_35_sharing_system",
        "mod_36_viral_loops",
        "mod_37_onboarding_engine",
        "mod_38_app_lifecycle",
        "mod_39_security_hardening",
        "mod_40_data_validation"
      ],
      "backend_storage_and_qa": [
        "mod_41_database_architecture",
        "mod_42_file_storage",
        "mod_43_background_jobs",
        "mod_44_app_backend_template",
        "mod_45_cicd_factory",
        "mod_46_automated_testing",
        "mod_47_golden_user_journey",
        "mod_48_device_test_matrix",
        "mod_49_release_checklist",
        "mod_50_aso_factory"
      ],
      "factory_orchestration": [
        "mod_51_screenshot_factory",
        "mod_52_review_monitoring",
        "mod_53_analytics_dashboard",
        "mod_54_health_scorecard",
        "mod_55_app_factory_db",
        "mod_56_automated_cli",
        "mod_57_ai_agent_team",
        "mod_58_dev_pipeline",
        "mod_59_architecture_boundary",
        "mod_60_portfolio_registry",
        "mod_61_isolation_guardian",
        "mod_62_one_click_synthesizer",
        "mod_63_master_checklist_tracker"
      ],
      "zero_trust_and_data_security": [
        "mod_64_threat_modeling",
        "mod_65_security_boundary",
        "mod_66_zero_trust_api",
        "mod_67_object_authorization",
        "mod_68_property_authorization",
        "mod_69_function_authorization",
        "mod_70_admin_security",
        "mod_71_break_glass_access",
        "mod_72_secrets_management",
        "mod_73_secret_rotation",
        "mod_74_key_management",
        "mod_75_database_security",
        "mod_76_database_tenancy",
        "mod_77_backup_recovery",
        "mod_78_disaster_recovery"
      ],
      "scale_abuse_and_integrity": [
        "mod_79_multi_region",
        "mod_80_autoscaling",
        "mod_81_load_shedding",
        "mod_82_circuit_breaker",
        "mod_83_retry_idempotency",
        "mod_84_rate_limiting_matrix",
        "mod_85_abuse_prevention",
        "mod_86_bot_defense",
        "mod_87_replay_protection",
        "mod_88_session_security",
        "mod_89_token_security",
        "mod_90_device_secure_storage",
        "mod_91_app_integrity",
        "mod_92_tamper_resilience",
        "mod_93_network_security",
        "mod_94_webhook_security",
        "mod_95_file_upload_security",
        "mod_96_ssrf_protection"
      ],
      "io_security_and_supply_chain": [
        "mod_97_input_security",
        "mod_98_output_security",
        "mod_99_error_leak_prevention",
        "mod_100_security_logging",
        "mod_101_audit_log_system",
        "mod_102_security_monitoring_siem",
        "mod_103_security_alerting",
        "mod_104_incident_response",
        "mod_105_emergency_controls",
        "mod_106_force_upgrade",
        "mod_107_remote_kill_switch",
        "mod_108_supply_chain_security",
        "mod_109_sbom_generator",
        "mod_110_dependency_policy",
        "mod_111_secure_build_env",
        "mod_112_reproducible_builds",
        "mod_113_artifact_signing",
        "mod_114_cicd_security",
        "mod_115_branch_protection"
      ],
      "compliance_and_sast_dast": [
        "mod_116_sast_scanner",
        "mod_117_dast_scanner",
        "mod_118_penetration_testing",
        "mod_119_owasp_masvs_test",
        "mod_120_privacy_engineering",
        "mod_121_data_classification",
        "mod_122_data_retention_engine",
        "mod_123_account_deletion_pipeline",
        "mod_124_child_age_safety",
        "mod_125_compliance_engine"
      ],
      "cloud_iam_and_observability": [
        "mod_126_third_party_risk",
        "mod_127_third_party_isolation",
        "mod_128_cost_abuse_protection",
        "mod_129_billing_anomaly_detection",
        "mod_130_cache_security",
        "mod_131_queue_security",
        "mod_132_job_idempotency",
        "mod_133_observability_pillars",
        "mod_134_distributed_tracing",
        "mod_135_db_performance_engine",
        "mod_136_pagination_guard",
        "mod_137_search_abuse_guard",
        "mod_138_api_versioning",
        "mod_139_api_inventory",
        "mod_140_edge_security_headers",
        "mod_141_ddos_resilience",
        "mod_142_network_segmentation",
        "mod_143_cloud_iam",
        "mod_144_environment_isolation",
        "mod_145_production_data_protection"
      ],
      "enterprise_scale_gate_and_monitoring": [
        "mod_146_support_tool_security",
        "mod_147_social_engineering_defense",
        "mod_148_fraud_detection",
        "mod_149_release_rollback",
        "mod_150_canary_releases",
        "mod_151_feature_gated_migrations",
        "mod_152_security_regression_suite",
        "mod_153_security_scorecard",
        "mod_154_security_release_gate",
        "mod_155_1m_user_scale_gate",
        "mod_156_capacity_planning",
        "mod_157_chaos_testing",
        "mod_158_business_continuity",
        "mod_159_vulnerability_disclosure",
        "mod_160_security_patch_pipeline",
        "mod_161_blast_radius_control",
        "mod_162_factory_security_monitor",
        "mod_163_final_production_architecture"
      ]
    }
  },
  "all_categories": {
    "web:operations": {
      "domain": "web",
      "category": "operations",
      "modules": [
        {
          "id": "ops.admin",
          "name": "Admin Operations Console",
          "path": "admin",
          "description": "Super-admin control center, user impersonation, system flags, audit oversight, and emergency controls."
        },
        {
          "id": "ops.deployment",
          "name": "Environment & Canary Deployment Management",
          "path": "deployment",
          "description": "Multi-environment configuration, traffic shifting, canary rollouts, zero-downtime health verification, and rollback engine."
        },
        {
          "id": "ops.feature-flags",
          "name": "Feature Flags & Dynamic Config",
          "path": "flags",
          "description": "Dynamic feature switches, percentage rollouts, user attribute targeting, kill-switches, and zero-redeploy config updates."
        },
        {
          "id": "ops.maintenance",
          "name": "Maintenance Mode & Incident Banners",
          "path": "maintenance",
          "description": "Emergency maintenance switch, scheduled downtime banners, bypass tokens for staff, and read-only mode enforcement."
        },
        {
          "id": "ops.monitoring",
          "name": "Product Health & Incident Monitoring",
          "path": "monitoring",
          "description": "Synthetic uptime pings, real-time error budget tracking, alerting webhooks, and public status page generation."
        }
      ]
    },
    "web:ai": {
      "domain": "web",
      "category": "ai",
      "modules": [
        {
          "id": "ai.infra",
          "name": "AI Infrastructure & LLM Workflows",
          "path": "ai",
          "description": "Enterprise AI runtime with streaming, prompt injection defense, token/cost accounting, and worker queue."
        }
      ]
    },
    "web:data": {
      "domain": "web",
      "category": "data",
      "modules": [
        {
          "id": "analytics.events",
          "name": "Analytics & Event Tracking",
          "path": "analytics",
          "description": "Real-time event logging, funnel analysis, custom product events, and privacy-preserving metrics aggregation."
        },
        {
          "id": "data.database",
          "name": "Database Migrations & Disaster Recovery",
          "path": "database",
          "description": "Migration manager, automated backups, point-in-time recovery, and multi-dialect connection pooling (libSQL, Postgres, SQLite)."
        },
        {
          "id": "data.portability",
          "name": "Data Export, Import & GDPR Takeout",
          "path": "portability",
          "description": "Asynchronous JSON/CSV data export generation, streaming data imports, validation checks, and user GDPR data portability."
        },
        {
          "id": "data.storage",
          "name": "File Storage & Asset Pipeline",
          "path": "storage",
          "description": "Provider-agnostic file storage (S3, Cloudflare R2, Local), secure pre-signed upload URLs, MIME verification, and thumbnail resizing."
        },
        {
          "id": "data.turso-storage",
          "name": "Turso Distributed SQLite Storage Engine",
          "path": "turso-storage",
          "description": "Distributed edge storage engine on libSQL / Turso, with built-in HTTP API, ingestion CLI, and web explorer UI."
        }
      ]
    },
    "web:security": {
      "domain": "web",
      "category": "security",
      "modules": [
        {
          "id": "audit.trail",
          "name": "Audit Logs & Tamper-Evident Trail",
          "path": "audit",
          "description": "Cryptographically verified activity logging, actor attribution, structured audit trail, and compliance export."
        },
        {
          "id": "auth.unified",
          "name": "Unified Authentication & Sessions",
          "path": "auth",
          "description": "Production session management, secure passwords, Google/GitHub OAuth, MFA, and RBAC middleware."
        },
        {
          "id": "compliance.legal",
          "name": "Legal & Compliance Suite",
          "path": "compliance",
          "description": "GDPR/CCPA privacy management, cookie consent banner, terms acceptance tracking, and data erasure requests."
        },
        {
          "id": "security.shield",
          "name": "Rate Limiting & Threat Protection",
          "path": "security",
          "description": "Token-bucket & sliding window rate limiters, IP blacklisting, DDoS mitigations, SQLi/XSS sanitization, and request signing."
        },
        {
          "id": "security.center",
          "name": "Security Posture & Compliance Dashboard",
          "path": "security-center",
          "description": "SOC2/ISO27001 readiness monitor, security health scoring, open vulnerability tracking, and automated posture reports."
        }
      ]
    },
    "web:monetization": {
      "domain": "web",
      "category": "monetization",
      "modules": [
        {
          "id": "billing.subscriptions",
          "name": "Payments & Subscription Engine",
          "path": "billing",
          "description": "Multi-provider payment gateway (Stripe/LemonSqueezy), recurring subscriptions, usage invoices, and checkout flows."
        },
        {
          "id": "monetization.metering",
          "name": "Usage Metering & Credit Ledger",
          "path": "metering",
          "description": "High-throughput usage aggregation, prepaid credit wallet, quota limits, and burst protection for API and compute consumption."
        }
      ]
    },
    "web:growth": {
      "domain": "web",
      "category": "growth",
      "modules": [
        {
          "id": "growth.changelog",
          "name": "Product Changelog & Roadmap",
          "path": "changelog",
          "description": "In-app release announcements, release notes feed, feature roadmap, and subscriber email notifications."
        },
        {
          "id": "growth.domains",
          "name": "Custom Domains & White-Label Routing",
          "path": "domains",
          "description": "Multi-tenant custom domain provisioning, CNAME verification, automated SSL certificate lifecycle, and edge routing."
        },
        {
          "id": "growth.ab-testing",
          "name": "A/B Testing & Experimentation Engine",
          "path": "experimentation",
          "description": "Statistically sound A/B experimentation, deterministic hashing, variant assignment, and conversion tracking."
        },
        {
          "id": "growth.referrals",
          "name": "Affiliate & Viral Referral System",
          "path": "referral",
          "description": "Unique invite links, referral code generation, click-to-signup attribution, reward payouts, and tier progression."
        },
        {
          "id": "growth.seo",
          "name": "SEO, OpenGraph & Metadata Engine",
          "path": "seo",
          "description": "Dynamic Open Graph social card generation, structured JSON-LD schema builder, automatic sitemap.xml, and canonical tags."
        }
      ]
    },
    "web:foundation": {
      "domain": "web",
      "category": "foundation",
      "modules": [
        {
          "id": "core.platform",
          "name": "Core Platform & Resilience Standards",
          "path": "core",
          "description": "Universal 40-dimension platform foundation: AsyncLocalStorage context, Crockford IDs, UnitOfWork, Idempotency, and resilient errors."
        },
        {
          "id": "foundation.tenancy",
          "name": "Multi-Tenancy & Workspace Isolation",
          "path": "tenancy",
          "description": "Strict tenant boundary enforcement, workspace switching, team invitations, member roles, and multi-tenant scoping."
        },
        {
          "id": "foundation.webhooks",
          "name": "Webhook Engine & Developer API Keys",
          "path": "webhooks",
          "description": "Outbound webhook dispatcher with exponential backoff retries, HMAC-SHA256 signature verification, and developer API key hashing."
        }
      ]
    },
    "web:tools": {
      "domain": "web",
      "category": "tools",
      "modules": [
        {
          "id": "tools.dashboard",
          "name": "Reusable Studio Dashboard",
          "path": "dashboard",
          "description": "Interactive testing studio and packager for exploring and bundling reusable modules."
        }
      ]
    },
    "web:ux": {
      "domain": "web",
      "category": "ux",
      "modules": [
        {
          "id": "ux.i18n",
          "name": "Internationalization & Translation Suite",
          "path": "i18n",
          "description": "Type-safe multi-language translations, locale detection, pluralization, currency/date formatting, and missing key fallbacks."
        },
        {
          "id": "ux.onboarding",
          "name": "User Onboarding & Interactive Tours",
          "path": "onboarding",
          "description": "Interactive step-by-step checklists, guided tours, progress state persistence, and gamified onboarding milestones."
        },
        {
          "id": "ux.search",
          "name": "Global Search & Command Palette",
          "path": "search",
          "description": "Spotlight-style command palette (Cmd+K), fuzzy search over entities, keyboard navigation, and indexed action catalog."
        },
        {
          "id": "ux.settings",
          "name": "Settings & Workspace Preferences",
          "path": "settings",
          "description": "Multi-level settings engine (user profile, workspace configuration, billing preferences, developer keys) with schema validation."
        }
      ]
    },
    "web:communications": {
      "domain": "web",
      "category": "communications",
      "modules": [
        {
          "id": "comms.notifications",
          "name": "Notification Center & Transactional Emails",
          "path": "notifications",
          "description": "Multi-channel notifications (Transactional Email via Resend/Postmark, Webhooks, In-App Bell), user preference controls."
        },
        {
          "id": "comms.support",
          "name": "Customer Support & Feedback System",
          "path": "support",
          "description": "Embeddable feedback modal, ticket management lifecycle, triage priorities, CSAT surveys, and Discord/Slack integrations."
        }
      ]
    },
    "bots:adapters": {
      "domain": "bots",
      "category": "adapters",
      "modules": [
        {
          "id": "adapters.whatsapp",
          "name": "WhatsApp Cloud API Adapter",
          "path": "bots/app/adapters/whatsapp.py",
          "description": "Parses Meta Cloud API inbound webhooks and renders outbound text, interactive buttons, list messages, and media."
        },
        {
          "id": "adapters.telegram",
          "name": "Telegram Bot API Adapter",
          "path": "bots/app/adapters/telegram.py",
          "description": "Parses Telegram Bot updates and sends outbound MarkdownV2 text, inline keyboards, reply keyboards, and media."
        },
        {
          "id": "adapters.chatwoot",
          "name": "Chatwoot Live-Agent Client",
          "path": "bots/app/adapters/chatwoot.py",
          "description": "Bi-directional integration with Chatwoot live support desk. Manages contact lookup, conversation creation, and message relaying."
        },
        {
          "id": "adapters.base",
          "name": "Base Channel Adapter Interface",
          "path": "bots/app/adapters/base.py",
          "description": "Abstract base class defining parse_inbound and render_and_send contract for all channel adapters."
        }
      ]
    },
    "bots:schemas": {
      "domain": "bots",
      "category": "schemas",
      "modules": [
        {
          "id": "schemas.unmp",
          "name": "Unified Normalised Messaging Protocol (UNMP)",
          "path": "bots/app/schemas/unmp.py",
          "description": "Channel-agnostic data schemas for inbound messages, outbound responses, sender identities, and interactive payloads."
        },
        {
          "id": "schemas.chatwoot",
          "name": "Chatwoot Webhook Schemas",
          "path": "bots/app/schemas/chatwoot.py",
          "description": "Typed Pydantic models for parsing Chatwoot webhook payloads (message_created, conversation_status_changed)."
        }
      ]
    },
    "bots:gateway": {
      "domain": "bots",
      "category": "gateway",
      "modules": [
        {
          "id": "gateway.security",
          "name": "Webhook Security & Signature Verification",
          "path": "bots/app/gateway/security.py",
          "description": "Constant-time HMAC-SHA256 signature verification, timing-safe Telegram token validation, and atomic Redis replay prevention."
        },
        {
          "id": "gateway.router",
          "name": "FastAPI Webhook Gateway Router",
          "path": "bots/app/gateway/router.py",
          "description": "Sub-200ms ACK webhook endpoints for WhatsApp, Telegram, and Chatwoot with immediate queue offloading via ARQ."
        }
      ]
    },
    "bots:engine": {
      "domain": "bots",
      "category": "engine",
      "modules": [
        {
          "id": "engine.fsm",
          "name": "Conversation Engine & Distributed FSM",
          "path": "bots/app/engine/fsm.py",
          "description": "Finite State Machine with Redis distributed mutex locking (via atomic Lua script release) to prevent button-mashing and race conditions."
        },
        {
          "id": "engine.handoff",
          "name": "Human Handoff Manager",
          "path": "bots/app/engine/handoff.py",
          "description": "Coordinates seamless handoff between automated bot conversation and human agents on Chatwoot."
        },
        {
          "id": "engine.flows",
          "name": "Interactive Flow Engine",
          "path": "bots/app/engine/flows.py",
          "description": "Step-by-step interactive workflow engine supporting custom validators, dynamic prompts, and transition branching."
        },
        {
          "id": "engine.router",
          "name": "Message & Command Router",
          "path": "bots/app/engine/router.py",
          "description": "Dispatches incoming messages to slash commands, interactive button callbacks, active flows, or AI assistants."
        }
      ]
    },
    "bots:ai": {
      "domain": "bots",
      "category": "ai",
      "modules": [
        {
          "id": "ai.guardrails",
          "name": "Dual-Tier AI Security Guardrails",
          "path": "bots/app/ai/guardrails.py",
          "description": "Zero-trust AI safety layer: automated PII masking (credit cards, emails, SSN, phone numbers), prompt delimiter sandboxing, and dynamic canary token leakage defense."
        },
        {
          "id": "ai.gateway",
          "name": "Multi-Provider LLM Gateway",
          "path": "bots/app/ai/gateway.py",
          "description": "Unified LLM client supporting OpenAI, Anthropic, Gemini, Groq, and Ollama with automated fallback, streaming, and tool execution."
        },
        {
          "id": "ai.cost_controller",
          "name": "AI Token Cost Controller & Budgeting",
          "path": "bots/app/ai/cost_controller.py",
          "description": "Per-user and tenant daily token consumption tracking using Redis sliding counters to prevent quota exhaustion and runaway costs."
        },
        {
          "id": "ai.memory",
          "name": "Conversation Sliding-Window Memory",
          "path": "bots/app/ai/memory.py",
          "description": "Redis-backed conversation memory preserving multi-turn chat history with sliding window size and configurable TTL."
        },
        {
          "id": "ai.rag",
          "name": "Lightweight Embedding RAG Knowledge Base",
          "path": "bots/app/ai/rag.py",
          "description": "Vector embedding retrieval with cosine similarity ranking and dynamic prompt augmentation for contextual Q&A."
        },
        {
          "id": "ai.tools",
          "name": "Sandboxed Tool & Function Calling",
          "path": "bots/app/ai/tools.py",
          "description": "Framework for registering Python functions as OpenAI/Gemini/Anthropic compatible tools with automatic JSON schema generation."
        }
      ]
    },
    "bots:security": {
      "domain": "bots",
      "category": "security",
      "modules": [
        {
          "id": "security.rate_limiter",
          "name": "Atomic Redis Sliding-Window Rate Limiter",
          "path": "bots/app/security/rate_limiter.py",
          "description": "High-performance sliding-window rate limiter powered by an atomic Redis Lua script to neutralize DoS and flooding attacks."
        },
        {
          "id": "security.loop_detector",
          "name": "Rolling SHA-256 Bot Loop Detector",
          "path": "bots/app/security/loop_detector.py",
          "description": "Detects and breaks infinite ping-pong loops between automated bots by computing rolling message hashes across a sliding time window."
        },
        {
          "id": "security.rbac",
          "name": "Role-Based Access Control (RBAC)",
          "path": "bots/app/security/rbac.py",
          "description": "Admin and client authentication context, JWT validation, and route dependency guards."
        },
        {
          "id": "security.feature_flags",
          "name": "Dynamic Redis Feature Flags & Kill Switch",
          "path": "bots/app/security/feature_flags.py",
          "description": "Runtime configuration switches, percentage rollouts, and instant emergency kill switches without restarting services."
        }
      ]
    },
    "bots:messaging": {
      "domain": "bots",
      "category": "messaging",
      "modules": [
        {
          "id": "messaging.media",
          "name": "Secure Media Downloader & SSRF Protection",
          "path": "bots/app/messaging/media.py",
          "description": "Downloads and validates media attachments with anti-SSRF IP blocking (blocks private/loopback/cloud metadata IP ranges)."
        },
        {
          "id": "messaging.templates",
          "name": "Multi-Locale Template Engine",
          "path": "bots/app/messaging/templates.py",
          "description": "Channel-agnostic i18n template registry supporting parameter substitution and fallback locales."
        }
      ]
    },
    "bots:identity": {
      "domain": "bots",
      "category": "identity",
      "modules": [
        {
          "id": "identity.service",
          "name": "Cross-Channel Identity Resolution",
          "path": "bots/app/identity/service.py",
          "description": "Unifies user records across WhatsApp phone numbers, Telegram chat IDs, and Web CRM profiles into a single persistent user record."
        }
      ]
    },
    "bots:payments": {
      "domain": "bots",
      "category": "payments",
      "modules": [
        {
          "id": "payments.gateway",
          "name": "Payment Gateway & Webhook Validator",
          "path": "bots/app/payments/gateway.py",
          "description": "Stripe webhook signature validation and subscription tier provisioning in Redis."
        }
      ]
    },
    "bots:worker": {
      "domain": "bots",
      "category": "worker",
      "modules": [
        {
          "id": "worker.tasks",
          "name": "ARQ Distributed Async Task Worker",
          "path": "bots/app/worker/tasks.py",
          "description": "Async Redis queue (ARQ) background task processor for parsing messages, running FSM, executing AI pipelines, and dispatching outbound messages."
        }
      ]
    },
    "agents:factory": {
      "domain": "agents",
      "category": "factory",
      "modules": [
        {
          "id": "factory.master",
          "name": "Master Agent Factory",
          "path": "agents/agent_factory/factory.py",
          "description": "Master builder for assembling full production agent instances from identity, gateway, memory, tools, and security layers."
        }
      ]
    },
    "agents:core": {
      "domain": "agents",
      "category": "core",
      "modules": [
        {
          "id": "core.identity",
          "name": "Agent Identity & Configuration",
          "path": "agents/agent_factory/core/identity.py",
          "description": "Agent identity specifications, manifests, environment configurations, and cost/retry policies."
        },
        {
          "id": "core.gateway",
          "name": "LLM Gateway & Multi-Provider Router",
          "path": "agents/agent_factory/core/gateway.py",
          "description": "Unified LLM gateway with model routing by task complexity, multi-provider fallbacks, streaming, and tool call normalization."
        },
        {
          "id": "core.cost",
          "name": "Token Tracker & Cost Economics",
          "path": "agents/agent_factory/core/cost.py",
          "description": "Token usage tracking, multi-model pricing economics, per-run cost recording, and budget limit enforcement."
        },
        {
          "id": "core.prompt",
          "name": "Prompt Manager & Injection Defense",
          "path": "agents/agent_factory/core/prompt.py",
          "description": "Dynamic prompt template compilation, versioning, canary tokens for system prompt leakage detection, and prompt injection filtering."
        },
        {
          "id": "core.reliability",
          "name": "Reliability, Loop Detection & Idempotency",
          "path": "agents/agent_factory/core/reliability.py",
          "description": "Exponential backoff retries, cycle/loop detection, execution resource bounds, and idempotency guarantees."
        },
        {
          "id": "core.security",
          "name": "Security, RBAC & Secret Isolation",
          "path": "agents/agent_factory/core/security.py",
          "description": "Role-based access control, tool risk categorization (LOW, MEDIUM, HIGH, CRITICAL), SSRF IP/domain validation, and zero-leak secret isolation."
        },
        {
          "id": "core.state",
          "name": "Agent Execution State & Persistence",
          "path": "agents/agent_factory/core/state.py",
          "description": "Execution context state machine, step tracking, intermediate results, and checkpoint persistence."
        },
        {
          "id": "core.lifecycle",
          "name": "Agent Versioning & Canary Rollout",
          "path": "agents/agent_factory/core/lifecycle.py",
          "description": "Semantic agent version management, canary traffic splitting, and automated rollback on regression."
        }
      ]
    },
    "agents:memory": {
      "domain": "agents",
      "category": "memory",
      "modules": [
        {
          "id": "memory.conversation",
          "name": "Conversation Engine & Multi-turn Threads",
          "path": "agents/agent_factory/memory/conversation.py",
          "description": "Multi-turn conversation management, message history formatting, and automated context compaction for large dialogues."
        },
        {
          "id": "memory.working",
          "name": "Working Memory & Scratchpad",
          "path": "agents/agent_factory/memory/working.py",
          "description": "Short-term scratchpad memory storing active goals, discovered findings, completed steps, and task scratchpad notes."
        },
        {
          "id": "memory.semantic",
          "name": "Semantic Memory & Vector Retrieval",
          "path": "agents/agent_factory/memory/semantic.py",
          "description": "In-memory semantic vector store, text chunking, and cosine similarity ranking for agent knowledge."
        },
        {
          "id": "memory.episodic",
          "name": "Episodic Memory & Experience Learning",
          "path": "agents/agent_factory/memory/episodic.py",
          "description": "Stores historical task execution episodes, failures, successes, and derived lessons learned for future task improvement."
        },
        {
          "id": "memory.rag",
          "name": "Hybrid RAG Engine (BM25 + Dense Vectors)",
          "path": "agents/agent_factory/memory/rag.py",
          "description": "Hybrid retrieval augmented generation combining lexical BM25 indexing with dense semantic vector search and reciprocal rank fusion."
        },
        {
          "id": "memory.governance",
          "name": "Memory Governance, PII Redaction & Context Builder",
          "path": "agents/agent_factory/memory/governance.py",
          "description": "PII scrubbing (emails, credit cards, phones, SSNs), TTL retention pruning, and assembled context token budgeting."
        }
      ]
    },
    "agents:tools": {
      "domain": "agents",
      "category": "tools",
      "modules": [
        {
          "id": "tools.registry",
          "name": "Central Tool Registry & Dispatcher",
          "path": "agents/agent_factory/tools/registry.py",
          "description": "Central registry registering tools, generating standardized JSON tool schemas for LLMs, checking permissions, and dispatching execution."
        },
        {
          "id": "tools.base",
          "name": "Base Tool Contract & Specification",
          "path": "agents/agent_factory/tools/base.py",
          "description": "Abstract base class for all tools with JSON schema extraction, risk levels, and standardized ToolExecutionResult wrapper."
        },
        {
          "id": "tools.approval",
          "name": "Human Approval & HITL Workflows",
          "path": "agents/agent_factory/tools/approval.py",
          "description": "Human-in-the-loop approval queue intercepting HIGH and CRITICAL risk tool executions before dispatch."
        },
        {
          "id": "tools.builtins.search",
          "name": "Web Search Tool",
          "path": "agents/agent_factory/tools/builtins/search.py",
          "description": "Structured search tool for external information gathering with query parameters, filtering, and result summaries."
        },
        {
          "id": "tools.builtins.browser",
          "name": "Browser Action Tool with SSRF Defense",
          "path": "agents/agent_factory/tools/builtins/browser.py",
          "description": "Web browser automation tool with URL sanitization, domain allow/deny list, and private network SSRF defenses."
        },
        {
          "id": "tools.builtins.code_exec",
          "name": "Hardened Python Sandbox Tool",
          "path": "agents/agent_factory/tools/builtins/code_exec.py",
          "description": "AST-inspected, isolated Python code execution tool restricting dangerous builtins, modules, and excessive CPU/memory runtime."
        },
        {
          "id": "tools.builtins.files",
          "name": "Document & File Processing Tool",
          "path": "agents/agent_factory/tools/builtins/files.py",
          "description": "File parser and reader supporting text, markdown, CSV, JSON, and PDF text extraction with strict path traversal prevention."
        }
      ]
    },
    "agents:orchestration": {
      "domain": "agents",
      "category": "orchestration",
      "modules": [
        {
          "id": "orchestration.planner",
          "name": "Planning Engine & Task Decomposition",
          "path": "agents/agent_factory/orchestration/planner.py",
          "description": "Breaks complex user goals into sequential/parallel dependency DAG steps, handles dynamic re-planning on step failures."
        },
        {
          "id": "orchestration.workflow",
          "name": "Workflow Execution Engine (DAG Orchestrator)",
          "path": "agents/agent_factory/orchestration/workflow.py",
          "description": "Directed acyclic graph execution engine supporting parallel branches, dependency resolution, error traps, and conditional routing."
        },
        {
          "id": "orchestration.multi_agent",
          "name": "Multi-Agent Orchestration & Supervisor",
          "path": "agents/agent_factory/orchestration/multi_agent.py",
          "description": "Agent-to-agent communication protocol, message passing, peer collaboration, and hierarchical supervisor orchestration."
        },
        {
          "id": "orchestration.events",
          "name": "Event Bus, Trigger Engine & Job Queue",
          "path": "agents/agent_factory/orchestration/events.py",
          "description": "Asynchronous publish-subscribe event bus, event triggers for automated agent dispatch, and background job queuing."
        }
      ]
    },
    "agents:validation": {
      "domain": "agents",
      "category": "validation",
      "modules": [
        {
          "id": "validation.structured",
          "name": "Structured Output Engine & Schema Enforcer",
          "path": "agents/agent_factory/validation/structured.py",
          "description": "Extracts and validates JSON outputs against Pydantic models, automatically repairing broken JSON and syntax mismatches."
        },
        {
          "id": "validation.verification",
          "name": "Self-Verification & Fact Checking",
          "path": "agents/agent_factory/validation/verification.py",
          "description": "Multi-pass verification validating LLM responses against source material, checking hallucinations and factual alignment."
        },
        {
          "id": "validation.citations",
          "name": "Citation Engine & Source Provenance",
          "path": "agents/agent_factory/validation/citations.py",
          "description": "Maps claims and generated statements back to verified document source IDs, line ranges, or URLs."
        }
      ]
    },
    "agents:observability": {
      "domain": "agents",
      "category": "observability",
      "modules": [
        {
          "id": "observability.tracer",
          "name": "Distributed Tracing & Span Trees",
          "path": "agents/agent_factory/observability/tracer.py",
          "description": "Hierarchical span tracing for agent thought loops, LLM calls, tool executions, and timing diagnostics."
        },
        {
          "id": "observability.audit",
          "name": "Security Audit Logging",
          "path": "agents/agent_factory/observability/audit.py",
          "description": "Tamper-evident audit logging for tool executions, privilege elevations, policy rejections, and access logs."
        },
        {
          "id": "observability.metrics",
          "name": "Operational Metrics & Analytics",
          "path": "agents/agent_factory/observability/metrics.py",
          "description": "Tracks latency distributions, token usage, tool success/failure ratios, and cost velocity."
        }
      ]
    },
    "agents:evaluation": {
      "domain": "agents",
      "category": "evaluation",
      "modules": [
        {
          "id": "evaluation.dataset",
          "name": "Golden Evaluation Datasets & Test Cases",
          "path": "agents/agent_factory/evaluation/dataset.py",
          "description": "Golden test case schema, expected outputs, ground truth rubrics, and dataset serialization."
        },
        {
          "id": "evaluation.judge",
          "name": "LLM-as-Judge & Rubric Scoring",
          "path": "agents/agent_factory/evaluation/judge.py",
          "description": "Automated qualitative evaluation scoring agent outputs on accuracy, clarity, safety, and helpfulness (1-5 scale)."
        },
        {
          "id": "evaluation.regression",
          "name": "Regression Benchmark Runner",
          "path": "agents/agent_factory/evaluation/regression.py",
          "description": "Automated benchmark suite running GoldenDatasets against agent instances and generating pass/fail reports."
        }
      ]
    },
    "agents:api": {
      "domain": "agents",
      "category": "api",
      "modules": [
        {
          "id": "api.server",
          "name": "Production FastAPI Agent Server",
          "path": "agents/agent_factory/api/server.py",
          "description": "REST API, Server-Sent Events (SSE) streaming endpoint, and webhook callback integration for agents."
        },
        {
          "id": "api.auth",
          "name": "API Auth, Tenant Resolution & HMAC Webhooks",
          "path": "agents/agent_factory/api/auth.py",
          "description": "Bearer token authentication, multi-tenant isolation, rate limiting, and HMAC signature verification for webhooks."
        }
      ]
    },
    "agents:templates": {
      "domain": "agents",
      "category": "templates",
      "modules": [
        {
          "id": "templates.research_agent",
          "name": "Deep Research Agent Template",
          "path": "agents/templates/research_agent.py",
          "description": "Pre-configured ready-to-run Deep Web Search, Fact-Checking, and Citation Research Agent."
        },
        {
          "id": "templates.content_agent",
          "name": "Content Strategy Agent Template",
          "path": "agents/templates/content_agent.py",
          "description": "Pre-configured Content Strategy, Tone-of-Voice, and SEO Writing Agent."
        },
        {
          "id": "templates.coding_agent",
          "name": "Data Analysis & Coding Agent Template",
          "path": "agents/templates/coding_agent.py",
          "description": "Pre-configured Python Sandbox, Data Analysis, and Code Execution Agent."
        }
      ]
    },
    "apps:architecture_and_auth": {
      "domain": "apps",
      "category": "architecture_and_auth",
      "modules": [
        {
          "id": "mod_01_product_idea_engine",
          "name": "Module 01: Product Idea Engine",
          "path": "apps/modules/mod_01_product_idea_engine",
          "description": "The **Product Idea Engine** ensures that every app built in the factory undergoes strict market validation, scoring, and lifecycle tracking before writing any code."
        },
        {
          "id": "mod_02_tech_stack_standard",
          "name": "Module 02: Tech Stack Standard",
          "path": "apps/modules/mod_02_tech_stack_standard",
          "description": "Enforces zero-tolerance architecture rules and Dart linter configurations for all apps in the factory."
        },
        {
          "id": "mod_03_app_starter_template",
          "name": "Module 03: App Starter Template",
          "path": "apps/modules/mod_03_app_starter_template",
          "description": "The foundation scaffold for any new app generated in the factory. It enforces Clean Architecture folders:"
        },
        {
          "id": "mod_04_core_architecture",
          "name": "Module 04: Core Mobile Architecture",
          "path": "apps/modules/mod_04_core_architecture",
          "description": "Defines Clean Architecture primitives ensuring complete separation of concerns:"
        },
        {
          "id": "mod_05_app_config_system",
          "name": "Module 05: App Configuration System",
          "path": "apps/modules/mod_05_app_config_system",
          "description": "Manages per-app configuration and flavors:"
        },
        {
          "id": "mod_06_android_identity",
          "name": "Module 06: Android Identity",
          "path": "apps/modules/mod_06_android_identity",
          "description": "Provides templates and scripts for hardening Android application identity, signing, and security:"
        },
        {
          "id": "mod_07_ios_identity",
          "name": "Module 07: iOS Identity",
          "path": "apps/modules/mod_07_ios_identity",
          "description": "Provides standardized configuration, security hardening, and entitlements for iOS:"
        },
        {
          "id": "mod_08_environment_system",
          "name": "Module 08: Environment System",
          "path": "apps/modules/mod_08_environment_system",
          "description": "Manages environment configuration across `.env.dev`, `.env.staging`, and `.env.prod`."
        },
        {
          "id": "mod_09_auth_module",
          "name": "Module 09: Authentication Module",
          "path": "apps/modules/mod_09_auth_module",
          "description": "Production-grade authentication engine designed with zero-trust principles:"
        },
        {
          "id": "mod_10_authorization_system",
          "name": "Module 10: Authorization System",
          "path": "apps/modules/mod_10_authorization_system",
          "description": "Enforces Zero-Trust authorization principles:"
        }
      ]
    },
    "apps:data_and_design": {
      "domain": "apps",
      "category": "data_and_design",
      "modules": [
        {
          "id": "mod_11_local_data_system",
          "name": "Module 11: Local Data System",
          "path": "apps/modules/mod_11_local_data_system",
          "description": "Provides encrypted key-value and relational local persistence:"
        },
        {
          "id": "mod_12_offline_first_sync",
          "name": "Module 12: Offline-First Architecture",
          "path": "apps/modules/mod_12_offline_first_sync",
          "description": "Implements the **Outbox Pattern** for robust offline mobile operations:"
        },
        {
          "id": "mod_13_api_layer",
          "name": "Module 13: API Layer",
          "path": "apps/modules/mod_13_api_layer",
          "description": "Standardized HTTP client engine for the entire factory:"
        },
        {
          "id": "mod_14_error_handling",
          "name": "Module 14: Error-Handling System",
          "path": "apps/modules/mod_14_error_handling",
          "description": "Centralized error handling and security sanitization:"
        },
        {
          "id": "mod_15_state_management",
          "name": "Module 15: State Management",
          "path": "apps/modules/mod_15_state_management",
          "description": "Defines a strict state pattern to prevent ad-hoc boolean flags:"
        },
        {
          "id": "mod_16_design_system",
          "name": "Module 16: Design System",
          "path": "apps/modules/mod_16_design_system",
          "description": "Internal mobile design system specification providing standard reusable UI primitives:"
        },
        {
          "id": "mod_17_design_tokens",
          "name": "Module 17: Design Token System",
          "path": "apps/modules/mod_17_design_tokens",
          "description": "Centralized design tokens ensuring visual harmony and ultra-fast re-theming across 100+ apps."
        },
        {
          "id": "mod_18_responsive_ui",
          "name": "Module 18: Responsive UI",
          "path": "apps/modules/mod_18_responsive_ui",
          "description": "Adaptive layout breakpoints:"
        },
        {
          "id": "mod_19_accessibility",
          "name": "Module 19: Accessibility (A11y)",
          "path": "apps/modules/mod_19_accessibility",
          "description": "Enforces accessibility guidelines across the factory:"
        },
        {
          "id": "mod_20_dark_mode",
          "name": "Module 20: Dark Mode & Dynamic Theme",
          "path": "apps/modules/mod_20_dark_mode",
          "description": "Dynamic theme switcher supporting:"
        }
      ]
    },
    "apps:hardware_ai_and_monetization": {
      "domain": "apps",
      "category": "hardware_ai_and_monetization",
      "modules": [
        {
          "id": "mod_21_device_features",
          "name": "Module 21: Device Features Module",
          "path": "apps/modules/mod_21_device_features",
          "description": "Standardized native device bridges:"
        },
        {
          "id": "mod_22_permission_architecture",
          "name": "Module 22: Permission Architecture",
          "path": "apps/modules/mod_22_permission_architecture",
          "description": "Enforces the Golden Rule of Mobile Permissions:"
        },
        {
          "id": "mod_23_push_notifications",
          "name": "Module 23: Push Notifications",
          "path": "apps/modules/mod_23_push_notifications",
          "description": "Handles notifications across Android (FCM) and iOS (APNs):"
        },
        {
          "id": "mod_24_analytics",
          "name": "Module 24: Analytics",
          "path": "apps/modules/mod_24_analytics",
          "description": "Privacy-centric event dispatcher:"
        },
        {
          "id": "mod_25_crash_monitoring",
          "name": "Module 25: Crash Monitoring",
          "path": "apps/modules/mod_25_crash_monitoring",
          "description": "Standardized error reporting:"
        },
        {
          "id": "mod_26_performance_monitoring",
          "name": "Module 26: Performance Monitoring",
          "path": "apps/modules/mod_26_performance_monitoring",
          "description": "Tracks mobile performance KPIs:"
        },
        {
          "id": "mod_27_ai_client_module",
          "name": "Module 27: AI Client Module",
          "path": "apps/modules/mod_27_ai_client_module",
          "description": "Client-side AI integration:"
        },
        {
          "id": "mod_28_ai_cost_gateway",
          "name": "Module 28: AI Cost Control & Gateway",
          "path": "apps/modules/mod_28_ai_cost_gateway",
          "description": "Protects profitability and prevents abuse:"
        },
        {
          "id": "mod_29_subscription_system",
          "name": "Module 29: Subscription System",
          "path": "apps/modules/mod_29_subscription_system",
          "description": "Cross-platform subscription management:"
        },
        {
          "id": "mod_30_purchase_security",
          "name": "Module 30: Purchase Security",
          "path": "apps/modules/mod_30_purchase_security",
          "description": "Prevents in-app purchase piracy and tampering:"
        }
      ]
    },
    "apps:growth_and_security": {
      "domain": "apps",
      "category": "growth_and_security",
      "modules": [
        {
          "id": "mod_31_ads_module",
          "name": "Module 31: Ads Module",
          "path": "apps/modules/mod_31_ads_module",
          "description": "Advertising infrastructure:"
        },
        {
          "id": "mod_32_remote_config",
          "name": "Module 32: Remote Configuration",
          "path": "apps/modules/mod_32_remote_config",
          "description": "Enables instant app adjustments without App Store re-submission:"
        },
        {
          "id": "mod_33_feature_flags",
          "name": "Module 33: Feature Flags",
          "path": "apps/modules/mod_33_feature_flags",
          "description": "Enables gradual feature rollouts:"
        },
        {
          "id": "mod_34_deep_link_system",
          "name": "Module 34: Deep Link System",
          "path": "apps/modules/mod_34_deep_link_system",
          "description": "Universal links and custom scheme router:"
        },
        {
          "id": "mod_35_sharing_system",
          "name": "Module 35: Sharing System",
          "path": "apps/modules/mod_35_sharing_system",
          "description": "Standardizes social sharing across apps:"
        },
        {
          "id": "mod_36_viral_loops",
          "name": "Module 36: Viral Loops Module",
          "path": "apps/modules/mod_36_viral_loops",
          "description": "Built-in viral growth mechanics:"
        },
        {
          "id": "mod_37_onboarding_engine",
          "name": "Module 37: Onboarding Engine",
          "path": "apps/modules/mod_37_onboarding_engine",
          "description": "Modular onboarding controller:"
        },
        {
          "id": "mod_38_app_lifecycle",
          "name": "Module 38: App Lifecycle Guardian",
          "path": "apps/modules/mod_38_app_lifecycle",
          "description": "Monitors application execution state:"
        },
        {
          "id": "mod_39_security_hardening",
          "name": "Module 39: Security Hardening & Anti-Tamper",
          "path": "apps/modules/mod_39_security_hardening",
          "description": "Hardens apps against attacks:"
        },
        {
          "id": "mod_40_data_validation",
          "name": "Module 40: Data Validation & Sanitization",
          "path": "apps/modules/mod_40_data_validation",
          "description": "Sanitizes all user inputs before persistence or transmission:"
        }
      ]
    },
    "apps:backend_storage_and_qa": {
      "domain": "apps",
      "category": "backend_storage_and_qa",
      "modules": [
        {
          "id": "mod_41_database_architecture",
          "name": "Module 41: Database Architecture",
          "path": "apps/modules/mod_41_database_architecture",
          "description": "Encrypted SQLite migration engine:"
        },
        {
          "id": "mod_42_file_storage",
          "name": "Module 42: File Storage & Upload",
          "path": "apps/modules/mod_42_file_storage",
          "description": "Uploads files directly to S3 / Cloud Storage via presigned URLs:"
        },
        {
          "id": "mod_43_background_jobs",
          "name": "Module 43: Background Job System",
          "path": "apps/modules/mod_43_background_jobs",
          "description": "Coordinates WorkManager (Android) and Background Tasks (iOS):"
        },
        {
          "id": "mod_44_app_backend_template",
          "name": "Module 44: App Backend Template",
          "path": "apps/modules/mod_44_app_backend_template",
          "description": "Zero-trust isolated backend server template built with Python FastAPI:"
        },
        {
          "id": "mod_45_cicd_factory",
          "name": "Module 45: CI/CD Factory",
          "path": "apps/modules/mod_45_cicd_factory",
          "description": "Reusable GitHub Actions workflows and Fastlane templates:"
        },
        {
          "id": "mod_46_automated_testing",
          "name": "Module 46: Automated Testing Suite",
          "path": "apps/modules/mod_46_automated_testing",
          "description": "Utilities for test-driven development:"
        },
        {
          "id": "mod_47_golden_user_journey",
          "name": "Module 47: Golden User Journey",
          "path": "apps/modules/mod_47_golden_user_journey",
          "description": "Defines Maestro / Patrol end-to-end automation scripts for the primary conversion funnel:"
        },
        {
          "id": "mod_48_device_test_matrix",
          "name": "Module 48: Device Test Matrix",
          "path": "apps/modules/mod_48_device_test_matrix",
          "description": "Standardized test matrix configuration for Firebase Test Lab / AWS Device Farm:"
        },
        {
          "id": "mod_49_release_checklist",
          "name": "Module 49: Release Checklist Pre-Flight",
          "path": "apps/modules/mod_49_release_checklist",
          "description": "Automated Python pre-flight auditor script that verifies all 32 critical release criteria before store submission."
        },
        {
          "id": "mod_50_aso_factory",
          "name": "Module 50: ASO Factory",
          "path": "apps/modules/mod_50_aso_factory",
          "description": "App Store Optimization (ASO) metadata engine:"
        }
      ]
    },
    "apps:factory_orchestration": {
      "domain": "apps",
      "category": "factory_orchestration",
      "modules": [
        {
          "id": "mod_51_screenshot_factory",
          "name": "Module 51: Screenshot Factory",
          "path": "apps/modules/mod_51_screenshot_factory",
          "description": "Automates App Store and Google Play screenshot generation:"
        },
        {
          "id": "mod_52_review_monitoring",
          "name": "Module 52: Review Monitoring & AI Categorization",
          "path": "apps/modules/mod_52_review_monitoring",
          "description": "Harvests and classifies store reviews using rule-based and AI sentiment analysis:"
        },
        {
          "id": "mod_53_analytics_dashboard",
          "name": "Module 53: App Analytics Dashboard",
          "path": "apps/modules/mod_53_analytics_dashboard",
          "description": "Aggregates product KPIs across the 100-app portfolio:"
        },
        {
          "id": "mod_54_health_scorecard",
          "name": "Module 54: Product Health Scorecard",
          "path": "apps/modules/mod_54_health_scorecard",
          "description": "Algorithmic scorecard evaluating the operational health of any app in the portfolio:"
        },
        {
          "id": "mod_55_app_factory_db",
          "name": "Module 55: App Factory Database",
          "path": "apps/modules/mod_55_app_factory_db",
          "description": "Central registry tracking all 100+ applications across their lifecycle:"
        },
        {
          "id": "mod_56_automated_cli",
          "name": "Module 56: Automated Product Creation CLI (`factory-cli`)",
          "path": "apps/modules/mod_56_automated_cli",
          "description": "Command-line interface to scaffold a new independent production mobile app with 1 command:"
        },
        {
          "id": "mod_57_ai_agent_team",
          "name": "Module 57: AI Agent Team Prompts & Specs",
          "path": "apps/modules/mod_57_ai_agent_team",
          "description": "System prompts and operational playbooks for the 15 specialized AI agent roles:"
        },
        {
          "id": "mod_58_dev_pipeline",
          "name": "Module 58: 16-Phase Gatekeeper Pipeline",
          "path": "apps/modules/mod_58_dev_pipeline",
          "description": "Orchestrates the 16 phases of app development with strict entry and exit criteria:"
        },
        {
          "id": "mod_59_architecture_boundary",
          "name": "Module 59: Architecture Boundary Linter",
          "path": "apps/modules/mod_59_architecture_boundary",
          "description": "Enforces boundary separation:"
        },
        {
          "id": "mod_60_portfolio_registry",
          "name": "Module 60: Master Portfolio Registry & Monorepo",
          "path": "apps/modules/mod_60_portfolio_registry",
          "description": "Orchestrates the 100+ app portfolio monorepo:"
        },
        {
          "id": "mod_61_isolation_guardian",
          "name": "Module 61: Isolation Guardian",
          "path": "apps/modules/mod_61_isolation_guardian",
          "description": "Enforces **Rule 61: The Most Important Factory Rule**:"
        },
        {
          "id": "mod_62_one_click_synthesizer",
          "name": "Module 62: One-Click Product Synthesizer",
          "path": "apps/modules/mod_62_one_click_synthesizer",
          "description": "Implements **Rule 62: The 'One-Click' Future**."
        },
        {
          "id": "mod_63_master_checklist_tracker",
          "name": "Module 63: Master Checklist & Progress Tracker",
          "path": "apps/modules/mod_63_master_checklist_tracker",
          "description": "Implements **Rule 63: The Complete Factory Layers & Master 360+ Task Checklist**."
        }
      ]
    },
    "apps:zero_trust_and_data_security": {
      "domain": "apps",
      "category": "zero_trust_and_data_security",
      "modules": [
        {
          "id": "mod_64_threat_modeling",
          "name": "Module 64: Threat Modeling Module",
          "path": "apps/modules/mod_64_threat_modeling",
          "description": "Automates STRIDE / DREAD threat modeling for every mobile feature before production:"
        },
        {
          "id": "mod_65_security_boundary",
          "name": "Module 65: Security Boundary Module",
          "path": "apps/modules/mod_65_security_boundary",
          "description": "Enforces the core rule: **The mobile application must always be treated as potentially compromised.**"
        },
        {
          "id": "mod_66_zero_trust_api",
          "name": "Module 66: Zero-Trust API Module",
          "path": "apps/modules/mod_66_zero_trust_api",
          "description": "Every API request undergoes a multi-layer verification chain:"
        },
        {
          "id": "mod_67_object_authorization",
          "name": "Module 67: Object-Level Authorization (BOLA Defense)",
          "path": "apps/modules/mod_67_object_authorization",
          "description": "Guards against OWASP API1: Broken Object Level Authorization."
        },
        {
          "id": "mod_68_property_authorization",
          "name": "Module 68: Property-Level Authorization (BOPLA Defense)",
          "path": "apps/modules/mod_68_property_authorization",
          "description": "Guards against OWASP API3: Broken Object Property Level Authorization."
        },
        {
          "id": "mod_69_function_authorization",
          "name": "Module 69: Function-Level Authorization",
          "path": "apps/modules/mod_69_function_authorization",
          "description": "Guards against OWASP API5: Broken Function Level Authorization."
        },
        {
          "id": "mod_70_admin_security",
          "name": "Module 70: Admin Security Module",
          "path": "apps/modules/mod_70_admin_security",
          "description": "Hardens internal management dashboards:"
        },
        {
          "id": "mod_71_break_glass_access",
          "name": "Module 71: Break-Glass Access",
          "path": "apps/modules/mod_71_break_glass_access",
          "description": "Emergency elevated access protocol:"
        },
        {
          "id": "mod_72_secrets_management",
          "name": "Module 72: Secrets Management",
          "path": "apps/modules/mod_72_secrets_management",
          "description": "Enforces zero secrets in source code, APKs, or IPAs:"
        },
        {
          "id": "mod_73_secret_rotation",
          "name": "Module 73: Secret Rotation",
          "path": "apps/modules/mod_73_secret_rotation",
          "description": "Tracks secret age, rotation schedule, and automated revocation:"
        },
        {
          "id": "mod_74_key_management",
          "name": "Module 74: Key Management Module",
          "path": "apps/modules/mod_74_key_management",
          "description": "Separates cryptographic keys by purpose:"
        },
        {
          "id": "mod_75_database_security",
          "name": "Module 75: Database Security Module",
          "path": "apps/modules/mod_75_database_security",
          "description": "Database hardening rules:"
        },
        {
          "id": "mod_76_database_tenancy",
          "name": "Module 76: Database Tenancy Isolation",
          "path": "apps/modules/mod_76_database_tenancy",
          "description": "Ensures complete logical or physical isolation for all 100+ apps:"
        },
        {
          "id": "mod_77_backup_recovery",
          "name": "Module 77: Backup & Disaster Recovery Verification",
          "path": "apps/modules/mod_77_backup_recovery",
          "description": "> \"A backup that has never been successfully restored is not a proven backup.\""
        },
        {
          "id": "mod_78_disaster_recovery",
          "name": "Module 78: Disaster Recovery (RPO / RTO)",
          "path": "apps/modules/mod_78_disaster_recovery",
          "description": "Defines and audits Recovery Point Objective (RPO) and Recovery Time Objective (RTO):"
        }
      ]
    },
    "apps:scale_abuse_and_integrity": {
      "domain": "apps",
      "category": "scale_abuse_and_integrity",
      "modules": [
        {
          "id": "mod_79_multi_region",
          "name": "Module 79: Multi-Region / Availability Module",
          "path": "apps/modules/mod_79_multi_region",
          "description": "Orchestrates multi-region failover and CDN edge caching for 1M+ user scale:"
        },
        {
          "id": "mod_80_autoscaling",
          "name": "Module 80: Autoscaling Module",
          "path": "apps/modules/mod_80_autoscaling",
          "description": "Multi-metric autoscaler for backend containers:"
        },
        {
          "id": "mod_81_load_shedding",
          "name": "Module 81: Load Shedding Module",
          "path": "apps/modules/mod_81_load_shedding",
          "description": "Under extreme traffic spikes (>95% capacity), gracefully degrades non-critical features:"
        },
        {
          "id": "mod_82_circuit_breaker",
          "name": "Module 82: Circuit Breaker Module",
          "path": "apps/modules/mod_82_circuit_breaker",
          "description": "Prevents cascading outages when external providers fail (OpenAI, Stripe, Firebase):"
        },
        {
          "id": "mod_83_retry_idempotency",
          "name": "Module 83: Retry Safety & Idempotency",
          "path": "apps/modules/mod_83_retry_idempotency",
          "description": "Prevents double-charging, duplicate orders, or double-spent AI credits:"
        },
        {
          "id": "mod_84_rate_limiting_matrix",
          "name": "Module 84: Rate-Limiting Matrix",
          "path": "apps/modules/mod_84_rate_limiting_matrix",
          "description": "Multi-dimensional rate limiting:"
        },
        {
          "id": "mod_85_abuse_prevention",
          "name": "Module 85: Abuse-Prevention Module",
          "path": "apps/modules/mod_85_abuse_prevention",
          "description": "Detects non-hacking abuse:"
        },
        {
          "id": "mod_86_bot_defense",
          "name": "Module 86: Bot / Automation Defense",
          "path": "apps/modules/mod_86_bot_defense",
          "description": "Selective friction engine:"
        },
        {
          "id": "mod_87_replay_protection",
          "name": "Module 87: Replay-Attack Protection",
          "path": "apps/modules/mod_87_replay_protection",
          "description": "Guards against captured request replay:"
        },
        {
          "id": "mod_88_session_security",
          "name": "Module 88: Session Security Module",
          "path": "apps/modules/mod_88_session_security",
          "description": "Multi-device session manager:"
        },
        {
          "id": "mod_89_token_security",
          "name": "Module 89: Token Security Module",
          "path": "apps/modules/mod_89_token_security",
          "description": "Cryptographic token lifecycle:"
        },
        {
          "id": "mod_90_device_secure_storage",
          "name": "Module 90: Device-Side Secure Storage",
          "path": "apps/modules/mod_90_device_secure_storage",
          "description": "Hardware-backed secure storage:"
        },
        {
          "id": "mod_91_app_integrity",
          "name": "Module 91: App Integrity Module",
          "path": "apps/modules/mod_91_app_integrity",
          "description": "Server-side verification of mobile environment attestation:"
        },
        {
          "id": "mod_92_tamper_resilience",
          "name": "Module 92: Tamper & Reverse-Engineering Resilience",
          "path": "apps/modules/mod_92_tamper_resilience",
          "description": "Multi-layered client-side defense:"
        },
        {
          "id": "mod_93_network_security",
          "name": "Module 93: Network Security Module",
          "path": "apps/modules/mod_93_network_security",
          "description": "Enforces TLS 1.3, strict certificate validation, WebSocket security, and absolute ban on cleartext HTTP traffic."
        },
        {
          "id": "mod_94_webhook_security",
          "name": "Module 94: Webhook Security Module",
          "path": "apps/modules/mod_94_webhook_security",
          "description": "Hardens webhook receivers (Stripe, RevenueCat, Firebase):"
        },
        {
          "id": "mod_95_file_upload_security",
          "name": "Module 95: File-Upload Security Module",
          "path": "apps/modules/mod_95_file_upload_security",
          "description": "Never trusts extension or `Content-Type`:"
        },
        {
          "id": "mod_96_ssrf_protection",
          "name": "Module 96: SSRF Protection Module",
          "path": "apps/modules/mod_96_ssrf_protection",
          "description": "Guards against OWASP API7: Server-Side Request Forgery."
        }
      ]
    },
    "apps:io_security_and_supply_chain": {
      "domain": "apps",
      "category": "io_security_and_supply_chain",
      "modules": [
        {
          "id": "mod_97_input_security",
          "name": "Module 97: Input Security Module",
          "path": "apps/modules/mod_97_input_security",
          "description": "Comprehensive input validation firewall:"
        },
        {
          "id": "mod_98_output_security",
          "name": "Module 98: Output Security Module",
          "path": "apps/modules/mod_98_output_security",
          "description": "Production response shaping:"
        },
        {
          "id": "mod_99_error_leak_prevention",
          "name": "Module 99: Error-Leak Prevention",
          "path": "apps/modules/mod_99_error_leak_prevention",
          "description": "Ensures production errors return a generic message + UUID correlation ID:"
        },
        {
          "id": "mod_100_security_logging",
          "name": "Module 100: Security Logging Module",
          "path": "apps/modules/mod_100_security_logging",
          "description": "Structured JSON logging for security events:"
        },
        {
          "id": "mod_101_audit_log_system",
          "name": "Module 101: Audit Log System",
          "path": "apps/modules/mod_101_audit_log_system",
          "description": "Immutable audit ledger:"
        },
        {
          "id": "mod_102_security_monitoring_siem",
          "name": "Module 102: Security Monitoring / SIEM",
          "path": "apps/modules/mod_102_security_monitoring_siem",
          "description": "Aggregates auth logs and API metrics to detect security anomalies (e.g. 50 failed logins in 1 minute)."
        },
        {
          "id": "mod_103_security_alerting",
          "name": "Module 103: Security Alerting Module",
          "path": "apps/modules/mod_103_security_alerting",
          "description": "Multi-channel alerting (Slack, PagerDuty, Email) when security thresholds are breached."
        },
        {
          "id": "mod_104_incident_response",
          "name": "Module 104: Incident Response Module",
          "path": "apps/modules/mod_104_incident_response",
          "description": "Step-by-step incident response playbook:"
        },
        {
          "id": "mod_105_emergency_controls",
          "name": "Module 105: Automatic Emergency Controls",
          "path": "apps/modules/mod_105_emergency_controls",
          "description": "Remotely freeze operations in case of an attack:"
        },
        {
          "id": "mod_106_force_upgrade",
          "name": "Module 106: Force-Upgrade System",
          "path": "apps/modules/mod_106_force_upgrade",
          "description": "Protects users against critical client vulnerabilities:"
        },
        {
          "id": "mod_107_remote_kill_switch",
          "name": "Module 107: Remote Kill Switch",
          "path": "apps/modules/mod_107_remote_kill_switch",
          "description": "Secure remote feature toggles:"
        },
        {
          "id": "mod_108_supply_chain_security",
          "name": "Module 108: Supply-Chain Security",
          "path": "apps/modules/mod_108_supply_chain_security",
          "description": "Audits dependencies across all 60+ modules:"
        },
        {
          "id": "mod_109_sbom_generator",
          "name": "Module 109: Software Bill of Materials (SBOM)",
          "path": "apps/modules/mod_109_sbom_generator",
          "description": "Generates CycloneDX / SPDX SBOM JSON for every production build:"
        },
        {
          "id": "mod_110_dependency_policy",
          "name": "Module 110: Dependency Policy & Evaluation",
          "path": "apps/modules/mod_110_dependency_policy",
          "description": "Pre-install vetting for new packages:"
        },
        {
          "id": "mod_111_secure_build_env",
          "name": "Module 111: Secure Build Environment",
          "path": "apps/modules/mod_111_secure_build_env",
          "description": "Hardens CI/CD runners:"
        },
        {
          "id": "mod_112_reproducible_builds",
          "name": "Module 112: Reproducible Builds",
          "path": "apps/modules/mod_112_reproducible_builds",
          "description": "Addresses OWASP MASWE: Non-reproducible builds."
        },
        {
          "id": "mod_113_artifact_signing",
          "name": "Module 113: Artifact Signing & Provenance",
          "path": "apps/modules/mod_113_artifact_signing",
          "description": "Signs production artifacts with SHA-256 and records build provenance (Git commit, build ID, signer identity)."
        },
        {
          "id": "mod_114_cicd_security",
          "name": "Module 114: CI/CD Pipeline Security",
          "path": "apps/modules/mod_114_cicd_security",
          "description": "Prevents pipeline poisoning:"
        },
        {
          "id": "mod_115_branch_protection",
          "name": "Module 115: Git Branch Protection",
          "path": "apps/modules/mod_115_branch_protection",
          "description": "Enforces GitHub branch protection policies:"
        }
      ]
    },
    "apps:compliance_and_sast_dast": {
      "domain": "apps",
      "category": "compliance_and_sast_dast",
      "modules": [
        {
          "id": "mod_116_sast_scanner",
          "name": "Module 116: Static Application Security Testing (SAST)",
          "path": "apps/modules/mod_116_sast_scanner",
          "description": "Scans Dart and Python code for hardcoded secrets, insecure random generators, and missing SSL checks."
        },
        {
          "id": "mod_117_dast_scanner",
          "name": "Module 117: Dynamic Application Security Testing (DAST)",
          "path": "apps/modules/mod_117_dast_scanner",
          "description": "Automated API fuzzer testing for:"
        },
        {
          "id": "mod_118_penetration_testing",
          "name": "Module 118: Penetration Testing",
          "path": "apps/modules/mod_118_penetration_testing",
          "description": "Standard operating procedure & checklist for mobile and API penetration testing."
        },
        {
          "id": "mod_119_owasp_masvs_test",
          "name": "Module 119: OWASP MASVS / MASTG / MASWE Test Suite",
          "path": "apps/modules/mod_119_owasp_masvs_test",
          "description": "Conforms to OWASP Mobile Application Security Verification Standard (MASVS v2.0) and MASWE 1.0 (78 catalogued weaknesses)."
        },
        {
          "id": "mod_120_privacy_engineering",
          "name": "Module 120: Privacy Engineering & Data Mapping",
          "path": "apps/modules/mod_120_privacy_engineering",
          "description": "Maintains an automated data map:"
        },
        {
          "id": "mod_121_data_classification",
          "name": "Module 121: Data Classification",
          "path": "apps/modules/mod_121_data_classification",
          "description": "Classifies all data into 5 tiers:"
        },
        {
          "id": "mod_122_data_retention_engine",
          "name": "Module 122: Data Retention Engine",
          "path": "apps/modules/mod_122_data_retention_engine",
          "description": "Automates scheduled data purging:"
        },
        {
          "id": "mod_123_account_deletion_pipeline",
          "name": "Module 123: Account-Deletion Pipeline",
          "path": "apps/modules/mod_123_account_deletion_pipeline",
          "description": "Apple Guideline 5.1.1 & GDPR Article 17 (Right to Erasure) compliant pipeline:"
        },
        {
          "id": "mod_124_child_age_safety",
          "name": "Module 124: Child & Age Safety",
          "path": "apps/modules/mod_124_child_age_safety",
          "description": "COPPA & Age-Appropriate Design Code (AADC) compliance:"
        },
        {
          "id": "mod_125_compliance_engine",
          "name": "Module 125: Regulatory & Store Compliance Engine",
          "path": "apps/modules/mod_125_compliance_engine",
          "description": "Continuously audits compliance:"
        }
      ]
    },
    "apps:cloud_iam_and_observability": {
      "domain": "apps",
      "category": "cloud_iam_and_observability",
      "modules": [
        {
          "id": "mod_126_third_party_risk",
          "name": "Module 126: Third-Party Risk Module",
          "path": "apps/modules/mod_126_third_party_risk",
          "description": "Audits all external SaaS & SDK integrations (OpenAI, Stripe, Firebase, Mixpanel):"
        },
        {
          "id": "mod_127_third_party_isolation",
          "name": "Module 127: Third-Party Failure Isolation",
          "path": "apps/modules/mod_127_third_party_isolation",
          "description": "Ensures that if an external provider (Analytics, AI, Push) goes down, the core mobile app remains operational."
        },
        {
          "id": "mod_128_cost_abuse_protection",
          "name": "Module 128: Cost-Abuse Protection",
          "path": "apps/modules/mod_128_cost_abuse_protection",
          "description": "Hard limits to prevent massive cloud/AI bills:"
        },
        {
          "id": "mod_129_billing_anomaly_detection",
          "name": "Module 129: Billing Anomaly Detection",
          "path": "apps/modules/mod_129_billing_anomaly_detection",
          "description": "Monitors sudden spikes in API, SMS, or AI consumption (e.g. 5x increase over historical baseline)."
        },
        {
          "id": "mod_130_cache_security",
          "name": "Module 130: Cache Security",
          "path": "apps/modules/mod_130_cache_security",
          "description": "Guards Redis / Memcached against cross-user cache contamination:"
        },
        {
          "id": "mod_131_queue_security",
          "name": "Module 131: Queue Security",
          "path": "apps/modules/mod_131_queue_security",
          "description": "Protects message queues (RabbitMQ / SQS / Redis Streams):"
        },
        {
          "id": "mod_132_job_idempotency",
          "name": "Module 132: Job Idempotency",
          "path": "apps/modules/mod_132_job_idempotency",
          "description": "Ensures background workers never process duplicate tasks (e.g. sending 2 emails, processing 2 invoices)."
        },
        {
          "id": "mod_133_observability_pillars",
          "name": "Module 133: Observability Pillars",
          "path": "apps/modules/mod_133_observability_pillars",
          "description": "Unified telemetry engine:"
        },
        {
          "id": "mod_134_distributed_tracing",
          "name": "Module 134: Distributed Tracing",
          "path": "apps/modules/mod_134_distributed_tracing",
          "description": "Propagates `traceparent` and correlation IDs across Flutter -> API Gateway -> Backend -> Database."
        },
        {
          "id": "mod_135_db_performance_engine",
          "name": "Module 135: Database Performance Engine",
          "path": "apps/modules/mod_135_db_performance_engine",
          "description": "Optimized for 1M user scale:"
        },
        {
          "id": "mod_136_pagination_guard",
          "name": "Module 136: Pagination & Query Limits",
          "path": "apps/modules/mod_136_pagination_guard",
          "description": "Never permits unbounded `SELECT *`:"
        },
        {
          "id": "mod_137_search_abuse_guard",
          "name": "Module 137: Search Abuse Protection",
          "path": "apps/modules/mod_137_search_abuse_guard",
          "description": "Protects search endpoints against ReDoS and resource exhaustion:"
        },
        {
          "id": "mod_138_api_versioning",
          "name": "Module 138: API Versioning & Deprecation",
          "path": "apps/modules/mod_138_api_versioning",
          "description": "Manages API lifecycle:"
        },
        {
          "id": "mod_139_api_inventory",
          "name": "Module 139: API Inventory & Shadow Endpoint Detection",
          "path": "apps/modules/mod_139_api_inventory",
          "description": "OWASP API9 compliance:"
        },
        {
          "id": "mod_140_edge_security_headers",
          "name": "Module 140: Edge Security Headers",
          "path": "apps/modules/mod_140_edge_security_headers",
          "description": "Injects industry-standard HTTP security headers:"
        },
        {
          "id": "mod_141_ddos_resilience",
          "name": "Module 141: DDoS Resilience",
          "path": "apps/modules/mod_141_ddos_resilience",
          "description": "Cloudflare / AWS Shield edge defense:"
        },
        {
          "id": "mod_142_network_segmentation",
          "name": "Module 142: Network Segmentation",
          "path": "apps/modules/mod_142_network_segmentation",
          "description": "VPC 3-tier network topology:"
        },
        {
          "id": "mod_143_cloud_iam",
          "name": "Module 143: Cloud IAM Least Privilege",
          "path": "apps/modules/mod_143_cloud_iam",
          "description": "Generates least-privilege IAM policies:"
        },
        {
          "id": "mod_144_environment_isolation",
          "name": "Module 144: Environment Isolation",
          "path": "apps/modules/mod_144_environment_isolation",
          "description": "Strict audit preventing dev/staging from communicating with production databases or buckets."
        },
        {
          "id": "mod_145_production_data_protection",
          "name": "Module 145: Production Data Protection",
          "path": "apps/modules/mod_145_production_data_protection",
          "description": "Never dumps real customer records into developer laptops:"
        }
      ]
    },
    "apps:enterprise_scale_gate_and_monitoring": {
      "domain": "apps",
      "category": "enterprise_scale_gate_and_monitoring",
      "modules": [
        {
          "id": "mod_146_support_tool_security",
          "name": "Module 146: Support-Tool Security",
          "path": "apps/modules/mod_146_support_tool_security",
          "description": "Hardens customer support dashboards:"
        },
        {
          "id": "mod_147_social_engineering_defense",
          "name": "Module 147: Social-Engineering Defense",
          "path": "apps/modules/mod_147_social_engineering_defense",
          "description": "Standard operating procedure for account recovery:"
        },
        {
          "id": "mod_148_fraud_detection",
          "name": "Module 148: Fraud Detection",
          "path": "apps/modules/mod_148_fraud_detection",
          "description": "Flags high-risk transactions:"
        },
        {
          "id": "mod_149_release_rollback",
          "name": "Module 149: Release Rollback System",
          "path": "apps/modules/mod_149_release_rollback",
          "description": "1-command atomic rollback:"
        },
        {
          "id": "mod_150_canary_releases",
          "name": "Module 150: Canary Releases",
          "path": "apps/modules/mod_150_canary_releases",
          "description": "Progressive rollout engine:"
        },
        {
          "id": "mod_151_feature_gated_migrations",
          "name": "Module 151: Feature-Gated Migrations",
          "path": "apps/modules/mod_151_feature_gated_migrations",
          "description": "Dual-schema backward compatibility:"
        },
        {
          "id": "mod_152_security_regression_suite",
          "name": "Module 152: Security Regression Suite",
          "path": "apps/modules/mod_152_security_regression_suite",
          "description": "> \"A vulnerability should never be fixed only once.\""
        },
        {
          "id": "mod_153_security_scorecard",
          "name": "Module 153: Security Scorecard per App",
          "path": "apps/modules/mod_153_security_scorecard",
          "description": "14-dimension security scorecard release gate:"
        },
        {
          "id": "mod_154_security_release_gate",
          "name": "Module 154: Security Release Gate",
          "path": "apps/modules/mod_154_security_release_gate",
          "description": "Pipeline gatekeeper blocking production deployment unless 100% of critical security checks pass."
        },
        {
          "id": "mod_155_1m_user_scale_gate",
          "name": "Module 155: 1M User Scale Gate",
          "path": "apps/modules/mod_155_1m_user_scale_gate",
          "description": "Simulates 10k, 50k, 100k, and 1M registered user loads:"
        },
        {
          "id": "mod_156_capacity_planning",
          "name": "Module 156: Capacity Planning Engine",
          "path": "apps/modules/mod_156_capacity_planning",
          "description": "Calculates required compute pods, database storage, and egress bandwidth based on projected MAU."
        },
        {
          "id": "mod_157_chaos_testing",
          "name": "Module 157: Chaos & Failure Testing",
          "path": "apps/modules/mod_157_chaos_testing",
          "description": "Simulates real-world infrastructure failures:"
        },
        {
          "id": "mod_158_business_continuity",
          "name": "Module 158: Business Continuity Module",
          "path": "apps/modules/mod_158_business_continuity",
          "description": "Playbooks for major external failures:"
        },
        {
          "id": "mod_159_vulnerability_disclosure",
          "name": "Module 159: Vulnerability Disclosure Program (VDP)",
          "path": "apps/modules/mod_159_vulnerability_disclosure",
          "description": "Provides standard `security.txt` and responsible disclosure guidelines for security researchers."
        },
        {
          "id": "mod_160_security_patch_pipeline",
          "name": "Module 160: Security Patch Pipeline",
          "path": "apps/modules/mod_160_security_patch_pipeline",
          "description": "Automates patching shared factory modules across all 100+ apps:"
        },
        {
          "id": "mod_161_blast_radius_control",
          "name": "Module 161: Blast-Radius Control",
          "path": "apps/modules/mod_161_blast_radius_control",
          "description": "Never auto-updates all 100 apps at once when a shared module changes:"
        },
        {
          "id": "mod_162_factory_security_monitor",
          "name": "Module 162: Factory Security Monitor",
          "path": "apps/modules/mod_162_factory_security_monitor",
          "description": "Central CLI & dashboard aggregating security posture across the 100-app portfolio:"
        },
        {
          "id": "mod_163_final_production_architecture",
          "name": "Module 163: Final Production Architecture",
          "path": "apps/modules/mod_163_final_production_architecture",
          "description": "The unified synthesis of the complete 163-module production system:"
        }
      ]
    }
  }
}