{
  "name": "Personal Product Factory \u2014 Master Reusable Code Library",
  "version": "2.0.0",
  "repository": "https://github.com/sh15aa/Web-Reusable",
  "description": "Unified enterprise reusable code library spanning Web Apps (33), Conversational Bots (27), Autonomous AI Agents (40), and Mobile Applications (163).",
  "total_modules": 263,
  "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."
    }
  },
  "modules": [
    {
      "id": "ops.admin",
      "name": "Admin Operations Console",
      "category": "operations",
      "path": "admin",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Super-admin control center, user impersonation, system flags, audit oversight, and emergency controls.",
      "capabilities": [
        "user-impersonation",
        "system-controls",
        "audit-inspection",
        "tenant-management"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [
        "ADMIN_SECRET_KEY",
        "ENABLE_IMPERSONATION"
      ],
      "docs": "admin/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/admin"
    },
    {
      "id": "ai.infra",
      "name": "AI Infrastructure & LLM Workflows",
      "category": "ai",
      "path": "ai",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Enterprise AI runtime with streaming, prompt injection defense, token/cost accounting, and worker queue.",
      "capabilities": [
        "llm-streaming",
        "prompt-defense",
        "token-accounting",
        "job-queue",
        "cost-tracking"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "OPENAI_API_KEY",
        "ANTHROPIC_API_KEY",
        "AI_COST_BUDGET_USD"
      ],
      "docs": "ai/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/ai"
    },
    {
      "id": "analytics.events",
      "name": "Analytics & Event Tracking",
      "category": "data",
      "path": "analytics",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Real-time event logging, funnel analysis, custom product events, and privacy-preserving metrics aggregation.",
      "capabilities": [
        "event-tracking",
        "funnel-analysis",
        "time-series-metrics",
        "privacy-filtering"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "ANALYTICS_RETENTION_DAYS"
      ],
      "docs": "analytics/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/analytics"
    },
    {
      "id": "audit.trail",
      "name": "Audit Logs & Tamper-Evident Trail",
      "category": "security",
      "path": "audit",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Cryptographically verified activity logging, actor attribution, structured audit trail, and compliance export.",
      "capabilities": [
        "activity-stream",
        "tamper-evident-logs",
        "actor-attribution",
        "compliance-ready"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "AUDIT_SIGNING_KEY"
      ],
      "docs": "audit/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/audit"
    },
    {
      "id": "auth.unified",
      "name": "Unified Authentication & Sessions",
      "category": "security",
      "path": "auth",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Production session management, secure passwords, Google/GitHub OAuth, MFA, and RBAC middleware.",
      "capabilities": [
        "session-auth",
        "google-oauth",
        "github-oauth",
        "password-hashing",
        "rbac-middleware",
        "csrf-protection"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [
        "SESSION_SECRET",
        "GOOGLE_CLIENT_ID",
        "GOOGLE_CLIENT_SECRET",
        "GITHUB_CLIENT_ID",
        "GITHUB_CLIENT_SECRET"
      ],
      "docs": "auth/docs/API.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/auth"
    },
    {
      "id": "billing.subscriptions",
      "name": "Payments & Subscription Engine",
      "category": "monetization",
      "path": "billing",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Multi-provider payment gateway (Stripe/LemonSqueezy), recurring subscriptions, usage invoices, and checkout flows.",
      "capabilities": [
        "stripe-billing",
        "lemon-squeezy",
        "subscription-lifecycle",
        "usage-metering",
        "webhook-reconciliation"
      ],
      "dependencies": [
        "zod",
        "stripe"
      ],
      "env_vars": [
        "STRIPE_SECRET_KEY",
        "STRIPE_WEBHOOK_SECRET",
        "LEMONSQUEEZY_API_KEY"
      ],
      "docs": "billing/docs/API.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/billing"
    },
    {
      "id": "growth.changelog",
      "name": "Product Changelog & Roadmap",
      "category": "growth",
      "path": "changelog",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "In-app release announcements, release notes feed, feature roadmap, and subscriber email notifications.",
      "capabilities": [
        "in-app-releases",
        "public-roadmap",
        "version-tags",
        "email-broadcasts"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [],
      "docs": "changelog/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/changelog"
    },
    {
      "id": "compliance.legal",
      "name": "Legal & Compliance Suite",
      "category": "security",
      "path": "compliance",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "GDPR/CCPA privacy management, cookie consent banner, terms acceptance tracking, and data erasure requests.",
      "capabilities": [
        "gdpr-compliance",
        "cookie-consent",
        "terms-tracking",
        "data-erasure-requests"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [
        "DPO_EMAIL"
      ],
      "docs": "compliance/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/compliance"
    },
    {
      "id": "core.platform",
      "name": "Core Platform & Resilience Standards",
      "category": "foundation",
      "path": "core",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Universal 40-dimension platform foundation: AsyncLocalStorage context, Crockford IDs, UnitOfWork, Idempotency, and resilient errors.",
      "capabilities": [
        "error-handling",
        "crockford-ids",
        "idempotency-engine",
        "unit-of-work",
        "secrets-manager",
        "crypto-utils"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "APP_SECRET",
        "NODE_ENV"
      ],
      "docs": "core/docs",
      "has_tests": true,
      "has_client": false,
      "has_server": false,
      "has_components": false,
      "has_schemas": false,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/core"
    },
    {
      "id": "tools.dashboard",
      "name": "Reusable Studio Dashboard",
      "category": "tools",
      "path": "dashboard",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Interactive testing studio and packager for exploring and bundling reusable modules.",
      "capabilities": [
        "module-studio",
        "bundle-packager",
        "api-tester"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "PORT"
      ],
      "docs": "dashboard/README.md",
      "has_tests": false,
      "has_client": false,
      "has_server": false,
      "has_components": false,
      "has_schemas": false,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/dashboard"
    },
    {
      "id": "data.database",
      "name": "Database Migrations & Disaster Recovery",
      "category": "data",
      "path": "database",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Migration manager, automated backups, point-in-time recovery, and multi-dialect connection pooling (libSQL, Postgres, SQLite).",
      "capabilities": [
        "migration-runner",
        "backup-automation",
        "snapshot-restore",
        "connection-pooling"
      ],
      "dependencies": [
        "zod",
        "@libsql/client"
      ],
      "env_vars": [
        "DATABASE_URL",
        "DATABASE_AUTH_TOKEN"
      ],
      "docs": "database/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/database"
    },
    {
      "id": "ops.deployment",
      "name": "Environment & Canary Deployment Management",
      "category": "operations",
      "path": "deployment",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Multi-environment configuration, traffic shifting, canary rollouts, zero-downtime health verification, and rollback engine.",
      "capabilities": [
        "canary-rollouts",
        "health-probes",
        "traffic-shifting",
        "environment-promotion"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "DEPLOYMENT_ENV",
        "CANARY_PERCENTAGE"
      ],
      "docs": "deployment/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/deployment"
    },
    {
      "id": "growth.domains",
      "name": "Custom Domains & White-Label Routing",
      "category": "growth",
      "path": "domains",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Multi-tenant custom domain provisioning, CNAME verification, automated SSL certificate lifecycle, and edge routing.",
      "capabilities": [
        "custom-domains",
        "cname-validation",
        "ssl-lifecycle",
        "subdomain-routing"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "CLOUDFLARE_API_TOKEN",
        "APEX_DOMAIN"
      ],
      "docs": "domains/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/domains"
    },
    {
      "id": "growth.ab-testing",
      "name": "A/B Testing & Experimentation Engine",
      "category": "growth",
      "path": "experimentation",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Statistically sound A/B experimentation, deterministic hashing, variant assignment, and conversion tracking.",
      "capabilities": [
        "variant-bucketing",
        "conversion-tracking",
        "feature-experiments",
        "significance-calc"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [],
      "docs": "experimentation/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/experimentation"
    },
    {
      "id": "ops.feature-flags",
      "name": "Feature Flags & Dynamic Config",
      "category": "operations",
      "path": "flags",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Dynamic feature switches, percentage rollouts, user attribute targeting, kill-switches, and zero-redeploy config updates.",
      "capabilities": [
        "feature-flags",
        "percentage-rollouts",
        "kill-switches",
        "attribute-targeting"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [],
      "docs": "flags/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/flags"
    },
    {
      "id": "ux.i18n",
      "name": "Internationalization & Translation Suite",
      "category": "ux",
      "path": "i18n",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Type-safe multi-language translations, locale detection, pluralization, currency/date formatting, and missing key fallbacks.",
      "capabilities": [
        "locale-detection",
        "type-safe-translations",
        "pluralization",
        "currency-formatting"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [
        "DEFAULT_LOCALE"
      ],
      "docs": "i18n/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/i18n"
    },
    {
      "id": "ops.maintenance",
      "name": "Maintenance Mode & Incident Banners",
      "category": "operations",
      "path": "maintenance",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Emergency maintenance switch, scheduled downtime banners, bypass tokens for staff, and read-only mode enforcement.",
      "capabilities": [
        "maintenance-mode",
        "status-banners",
        "bypass-tokens",
        "read-only-guard"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "MAINTENANCE_BYPASS_TOKEN"
      ],
      "docs": "maintenance/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/maintenance"
    },
    {
      "id": "monetization.metering",
      "name": "Usage Metering & Credit Ledger",
      "category": "monetization",
      "path": "metering",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "High-throughput usage aggregation, prepaid credit wallet, quota limits, and burst protection for API and compute consumption.",
      "capabilities": [
        "usage-metering",
        "credit-wallet",
        "quota-enforcement",
        "overage-billing"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [],
      "docs": "metering/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/metering"
    },
    {
      "id": "ops.monitoring",
      "name": "Product Health & Incident Monitoring",
      "category": "operations",
      "path": "monitoring",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Synthetic uptime pings, real-time error budget tracking, alerting webhooks, and public status page generation.",
      "capabilities": [
        "uptime-monitors",
        "sla-tracking",
        "incident-management",
        "status-page"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "OPS_ALERT_WEBHOOK_URL"
      ],
      "docs": "monitoring/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/monitoring"
    },
    {
      "id": "comms.notifications",
      "name": "Notification Center & Transactional Emails",
      "category": "communications",
      "path": "notifications",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Multi-channel notifications (Transactional Email via Resend/Postmark, Webhooks, In-App Bell), user preference controls.",
      "capabilities": [
        "transactional-email",
        "in-app-notifications",
        "webhook-dispatch",
        "email-templates"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [
        "RESEND_API_KEY",
        "EMAIL_FROM"
      ],
      "docs": "notifications/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/notifications"
    },
    {
      "id": "ux.onboarding",
      "name": "User Onboarding & Interactive Tours",
      "category": "ux",
      "path": "onboarding",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Interactive step-by-step checklists, guided tours, progress state persistence, and gamified onboarding milestones.",
      "capabilities": [
        "checklist-progress",
        "guided-tours",
        "onboarding-milestones",
        "dismissible-guides"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [],
      "docs": "onboarding/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/onboarding"
    },
    {
      "id": "data.portability",
      "name": "Data Export, Import & GDPR Takeout",
      "category": "data",
      "path": "portability",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Asynchronous JSON/CSV data export generation, streaming data imports, validation checks, and user GDPR data portability.",
      "capabilities": [
        "async-data-export",
        "csv-import",
        "gdpr-takeout",
        "zip-generation"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [],
      "docs": "portability/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/portability"
    },
    {
      "id": "growth.referrals",
      "name": "Affiliate & Viral Referral System",
      "category": "growth",
      "path": "referral",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Unique invite links, referral code generation, click-to-signup attribution, reward payouts, and tier progression.",
      "capabilities": [
        "referral-codes",
        "attribution-tracking",
        "reward-credits",
        "tier-incentives"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "REFERRAL_REWARD_AMOUNT_CENTS"
      ],
      "docs": "referral/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/referral"
    },
    {
      "id": "ux.search",
      "name": "Global Search & Command Palette",
      "category": "ux",
      "path": "search",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Spotlight-style command palette (Cmd+K), fuzzy search over entities, keyboard navigation, and indexed action catalog.",
      "capabilities": [
        "command-palette",
        "fuzzy-search",
        "keyboard-shortcuts",
        "quick-actions"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [],
      "docs": "search/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/search"
    },
    {
      "id": "security.shield",
      "name": "Rate Limiting & Threat Protection",
      "category": "security",
      "path": "security",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Token-bucket & sliding window rate limiters, IP blacklisting, DDoS mitigations, SQLi/XSS sanitization, and request signing.",
      "capabilities": [
        "sliding-window-rate-limit",
        "ip-firewall",
        "payload-sanitization",
        "honeypot-guards"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "SECURITY_RATE_LIMIT_MAX"
      ],
      "docs": "security/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/security"
    },
    {
      "id": "security.center",
      "name": "Security Posture & Compliance Dashboard",
      "category": "security",
      "path": "security-center",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "SOC2/ISO27001 readiness monitor, security health scoring, open vulnerability tracking, and automated posture reports.",
      "capabilities": [
        "posture-scoring",
        "soc2-checklist",
        "vulnerability-tracker",
        "security-dashboard"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [],
      "docs": "security-center/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/security-center"
    },
    {
      "id": "growth.seo",
      "name": "SEO, OpenGraph & Metadata Engine",
      "category": "growth",
      "path": "seo",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Dynamic Open Graph social card generation, structured JSON-LD schema builder, automatic sitemap.xml, and canonical tags.",
      "capabilities": [
        "opengraph-generator",
        "json-ld-schemas",
        "dynamic-sitemaps",
        "meta-tag-builder"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "SITE_URL"
      ],
      "docs": "seo/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/seo"
    },
    {
      "id": "ux.settings",
      "name": "Settings & Workspace Preferences",
      "category": "ux",
      "path": "settings",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Multi-level settings engine (user profile, workspace configuration, billing preferences, developer keys) with schema validation.",
      "capabilities": [
        "profile-settings",
        "workspace-settings",
        "notification-prefs",
        "schema-validation"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [],
      "docs": "settings/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/settings"
    },
    {
      "id": "data.storage",
      "name": "File Storage & Asset Pipeline",
      "category": "data",
      "path": "storage",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Provider-agnostic file storage (S3, Cloudflare R2, Local), secure pre-signed upload URLs, MIME verification, and thumbnail resizing.",
      "capabilities": [
        "s3-storage",
        "r2-storage",
        "presigned-urls",
        "mime-validation",
        "image-resizing"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "S3_BUCKET",
        "S3_REGION",
        "S3_ACCESS_KEY_ID",
        "S3_SECRET_ACCESS_KEY"
      ],
      "docs": "storage/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/storage"
    },
    {
      "id": "comms.support",
      "name": "Customer Support & Feedback System",
      "category": "communications",
      "path": "support",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Embeddable feedback modal, ticket management lifecycle, triage priorities, CSAT surveys, and Discord/Slack integrations.",
      "capabilities": [
        "feedback-widget",
        "ticket-lifecycle",
        "csat-ratings",
        "webhook-alerts"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [
        "SUPPORT_SLACK_WEBHOOK"
      ],
      "docs": "support/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/support"
    },
    {
      "id": "foundation.tenancy",
      "name": "Multi-Tenancy & Workspace Isolation",
      "category": "foundation",
      "path": "tenancy",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Strict tenant boundary enforcement, workspace switching, team invitations, member roles, and multi-tenant scoping.",
      "capabilities": [
        "workspace-isolation",
        "tenant-switching",
        "team-invitations",
        "role-delegation"
      ],
      "dependencies": [
        "zod",
        "react",
        "react-dom"
      ],
      "env_vars": [],
      "docs": "tenancy/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/tenancy"
    },
    {
      "id": "data.turso-storage",
      "name": "Turso Distributed SQLite Storage Engine",
      "category": "data",
      "path": "turso-storage",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Distributed edge storage engine on libSQL / Turso, with built-in HTTP API, ingestion CLI, and web explorer UI.",
      "capabilities": [
        "libsql-client",
        "embedded-sqlite",
        "http-storage-api",
        "cli-tools",
        "web-explorer"
      ],
      "dependencies": [
        "zod",
        "@libsql/client"
      ],
      "env_vars": [
        "TURSO_DATABASE_URL",
        "TURSO_AUTH_TOKEN",
        "ADMIN_PASSWORD"
      ],
      "docs": "turso-storage/README.md",
      "has_tests": true,
      "has_client": false,
      "has_server": false,
      "has_components": false,
      "has_schemas": false,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/turso-storage"
    },
    {
      "id": "foundation.webhooks",
      "name": "Webhook Engine & Developer API Keys",
      "category": "foundation",
      "path": "webhooks",
      "status": "stable",
      "framework": "Node.js / TypeScript / React / Next.js",
      "description": "Outbound webhook dispatcher with exponential backoff retries, HMAC-SHA256 signature verification, and developer API key hashing.",
      "capabilities": [
        "hmac-verification",
        "webhook-retries",
        "dead-letter-queue",
        "api-key-management"
      ],
      "dependencies": [
        "zod"
      ],
      "env_vars": [
        "WEBHOOK_SIGNING_SECRET"
      ],
      "docs": "webhooks/docs/10_API_REFERENCE.md",
      "has_tests": true,
      "has_client": true,
      "has_server": true,
      "has_components": true,
      "has_schemas": true,
      "domain": "web",
      "domain_name": "Web Applications",
      "domain_icon": "\ud83c\udf10",
      "pull_command": "bash scripts/pull-module.sh web/webhooks"
    },
    {
      "id": "adapters.whatsapp",
      "name": "WhatsApp Cloud API Adapter",
      "category": "adapters",
      "platform": "backend",
      "framework": "fastapi",
      "path": "bots/app/adapters/whatsapp.py",
      "status": "stable",
      "description": "Parses Meta Cloud API inbound webhooks and renders outbound text, interactive buttons, list messages, and media.",
      "classes": [
        "WhatsAppAdapter"
      ],
      "dependencies": [
        "httpx",
        "pydantic"
      ],
      "env_vars": [
        "WHATSAPP_PHONE_NUMBER_ID",
        "WHATSAPP_ACCESS_TOKEN"
      ],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/adapters/whatsapp.py"
    },
    {
      "id": "adapters.telegram",
      "name": "Telegram Bot API Adapter",
      "category": "adapters",
      "platform": "backend",
      "framework": "fastapi",
      "path": "bots/app/adapters/telegram.py",
      "status": "stable",
      "description": "Parses Telegram Bot updates and sends outbound MarkdownV2 text, inline keyboards, reply keyboards, and media.",
      "classes": [
        "TelegramAdapter"
      ],
      "dependencies": [
        "httpx",
        "pydantic"
      ],
      "env_vars": [
        "TELEGRAM_BOT_TOKEN"
      ],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/adapters/telegram.py"
    },
    {
      "id": "adapters.chatwoot",
      "name": "Chatwoot Live-Agent Client",
      "category": "adapters",
      "platform": "backend",
      "framework": "fastapi",
      "path": "bots/app/adapters/chatwoot.py",
      "status": "stable",
      "description": "Bi-directional integration with Chatwoot live support desk. Manages contact lookup, conversation creation, and message relaying.",
      "classes": [
        "ChatwootClient"
      ],
      "dependencies": [
        "httpx"
      ],
      "env_vars": [
        "CHATWOOT_BASE_URL",
        "CHATWOOT_API_ACCESS_TOKEN",
        "CHATWOOT_ACCOUNT_ID",
        "CHATWOOT_INBOX_ID"
      ],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/adapters/chatwoot.py"
    },
    {
      "id": "adapters.base",
      "name": "Base Channel Adapter Interface",
      "category": "adapters",
      "platform": "backend",
      "framework": "fastapi",
      "path": "bots/app/adapters/base.py",
      "status": "stable",
      "description": "Abstract base class defining parse_inbound and render_and_send contract for all channel adapters.",
      "classes": [
        "BaseChannelAdapter"
      ],
      "dependencies": [
        "abc",
        "pydantic"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/adapters/base.py"
    },
    {
      "id": "schemas.unmp",
      "name": "Unified Normalised Messaging Protocol (UNMP)",
      "category": "schemas",
      "platform": "backend",
      "framework": "pydantic",
      "path": "bots/app/schemas/unmp.py",
      "status": "stable",
      "description": "Channel-agnostic data schemas for inbound messages, outbound responses, sender identities, and interactive payloads.",
      "classes": [
        "UnifiedMessage",
        "UnifiedResponse",
        "ChannelType",
        "MessageContentType",
        "MessageContent",
        "SenderInfo"
      ],
      "dependencies": [
        "pydantic"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/schemas/unmp.py"
    },
    {
      "id": "schemas.chatwoot",
      "name": "Chatwoot Webhook Schemas",
      "category": "schemas",
      "platform": "backend",
      "framework": "pydantic",
      "path": "bots/app/schemas/chatwoot.py",
      "status": "stable",
      "description": "Typed Pydantic models for parsing Chatwoot webhook payloads (message_created, conversation_status_changed).",
      "classes": [
        "ChatwootWebhookPayload",
        "ChatwootConversation",
        "ChatwootSender"
      ],
      "dependencies": [
        "pydantic"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/schemas/chatwoot.py"
    },
    {
      "id": "gateway.security",
      "name": "Webhook Security & Signature Verification",
      "category": "gateway",
      "platform": "backend",
      "framework": "fastapi",
      "path": "bots/app/gateway/security.py",
      "status": "stable",
      "description": "Constant-time HMAC-SHA256 signature verification, timing-safe Telegram token validation, and atomic Redis replay prevention.",
      "classes": [
        "WebhookSecurityService"
      ],
      "dependencies": [
        "redis",
        "hmac",
        "hashlib"
      ],
      "env_vars": [
        "WHATSAPP_APP_SECRET",
        "TELEGRAM_SECRET_TOKEN"
      ],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/gateway/security.py"
    },
    {
      "id": "gateway.router",
      "name": "FastAPI Webhook Gateway Router",
      "category": "gateway",
      "platform": "backend",
      "framework": "fastapi",
      "path": "bots/app/gateway/router.py",
      "status": "stable",
      "description": "Sub-200ms ACK webhook endpoints for WhatsApp, Telegram, and Chatwoot with immediate queue offloading via ARQ.",
      "classes": [],
      "dependencies": [
        "fastapi",
        "arq",
        "redis"
      ],
      "env_vars": [
        "WHATSAPP_VERIFY_TOKEN",
        "CHATWOOT_WEBHOOK_SECRET"
      ],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/gateway/router.py"
    },
    {
      "id": "engine.fsm",
      "name": "Conversation Engine & Distributed FSM",
      "category": "engine",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/engine/fsm.py",
      "status": "stable",
      "description": "Finite State Machine with Redis distributed mutex locking (via atomic Lua script release) to prevent button-mashing and race conditions.",
      "classes": [
        "ConversationEngine",
        "ConversationContext"
      ],
      "dependencies": [
        "redis"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/engine/fsm.py"
    },
    {
      "id": "engine.handoff",
      "name": "Human Handoff Manager",
      "category": "engine",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/engine/handoff.py",
      "status": "stable",
      "description": "Coordinates seamless handoff between automated bot conversation and human agents on Chatwoot.",
      "classes": [
        "HumanHandoffManager"
      ],
      "dependencies": [
        "redis"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/engine/handoff.py"
    },
    {
      "id": "engine.flows",
      "name": "Interactive Flow Engine",
      "category": "engine",
      "platform": "backend",
      "framework": "pydantic",
      "path": "bots/app/engine/flows.py",
      "status": "stable",
      "description": "Step-by-step interactive workflow engine supporting custom validators, dynamic prompts, and transition branching.",
      "classes": [
        "FlowEngine",
        "FlowDefinition",
        "FlowStep"
      ],
      "dependencies": [
        "pydantic"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/engine/flows.py"
    },
    {
      "id": "engine.router",
      "name": "Message & Command Router",
      "category": "engine",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/engine/router.py",
      "status": "stable",
      "description": "Dispatches incoming messages to slash commands, interactive button callbacks, active flows, or AI assistants.",
      "classes": [
        "MessageRouter"
      ],
      "dependencies": [],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/engine/router.py"
    },
    {
      "id": "ai.guardrails",
      "name": "Dual-Tier AI Security Guardrails",
      "category": "ai",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/ai/guardrails.py",
      "status": "stable",
      "description": "Zero-trust AI safety layer: automated PII masking (credit cards, emails, SSN, phone numbers), prompt delimiter sandboxing, and dynamic canary token leakage defense.",
      "classes": [
        "AIGuardrailService"
      ],
      "dependencies": [
        "re",
        "secrets"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/ai/guardrails.py"
    },
    {
      "id": "ai.gateway",
      "name": "Multi-Provider LLM Gateway",
      "category": "ai",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/ai/gateway.py",
      "status": "stable",
      "description": "Unified LLM client supporting OpenAI, Anthropic, Gemini, Groq, and Ollama with automated fallback, streaming, and tool execution.",
      "classes": [
        "LLMGateway"
      ],
      "dependencies": [
        "openai",
        "httpx"
      ],
      "env_vars": [
        "OPENAI_API_KEY",
        "ANTHROPIC_API_KEY",
        "GEMINI_API_KEY"
      ],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/ai/gateway.py"
    },
    {
      "id": "ai.cost_controller",
      "name": "AI Token Cost Controller & Budgeting",
      "category": "ai",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/ai/cost_controller.py",
      "status": "stable",
      "description": "Per-user and tenant daily token consumption tracking using Redis sliding counters to prevent quota exhaustion and runaway costs.",
      "classes": [
        "AICostController"
      ],
      "dependencies": [
        "redis"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/ai/cost_controller.py"
    },
    {
      "id": "ai.memory",
      "name": "Conversation Sliding-Window Memory",
      "category": "ai",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/ai/memory.py",
      "status": "stable",
      "description": "Redis-backed conversation memory preserving multi-turn chat history with sliding window size and configurable TTL.",
      "classes": [
        "ConversationMemory"
      ],
      "dependencies": [
        "redis",
        "json"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/ai/memory.py"
    },
    {
      "id": "ai.rag",
      "name": "Lightweight Embedding RAG Knowledge Base",
      "category": "ai",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/ai/rag.py",
      "status": "stable",
      "description": "Vector embedding retrieval with cosine similarity ranking and dynamic prompt augmentation for contextual Q&A.",
      "classes": [
        "RAGKnowledgeBase",
        "DocumentChunk"
      ],
      "dependencies": [
        "openai"
      ],
      "env_vars": [
        "OPENAI_API_KEY"
      ],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/ai/rag.py"
    },
    {
      "id": "ai.tools",
      "name": "Sandboxed Tool & Function Calling",
      "category": "ai",
      "platform": "backend",
      "framework": "pydantic",
      "path": "bots/app/ai/tools.py",
      "status": "stable",
      "description": "Framework for registering Python functions as OpenAI/Gemini/Anthropic compatible tools with automatic JSON schema generation.",
      "classes": [
        "ToolSandbox",
        "ToolDefinition"
      ],
      "dependencies": [
        "pydantic",
        "inspect"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/ai/tools.py"
    },
    {
      "id": "security.rate_limiter",
      "name": "Atomic Redis Sliding-Window Rate Limiter",
      "category": "security",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/security/rate_limiter.py",
      "status": "stable",
      "description": "High-performance sliding-window rate limiter powered by an atomic Redis Lua script to neutralize DoS and flooding attacks.",
      "classes": [
        "DistributedRateLimiter"
      ],
      "dependencies": [
        "redis"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/security/rate_limiter.py"
    },
    {
      "id": "security.loop_detector",
      "name": "Rolling SHA-256 Bot Loop Detector",
      "category": "security",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/security/loop_detector.py",
      "status": "stable",
      "description": "Detects and breaks infinite ping-pong loops between automated bots by computing rolling message hashes across a sliding time window.",
      "classes": [
        "BotLoopDetector"
      ],
      "dependencies": [
        "redis",
        "hashlib"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/security/loop_detector.py"
    },
    {
      "id": "security.rbac",
      "name": "Role-Based Access Control (RBAC)",
      "category": "security",
      "platform": "backend",
      "framework": "fastapi",
      "path": "bots/app/security/rbac.py",
      "status": "stable",
      "description": "Admin and client authentication context, JWT validation, and route dependency guards.",
      "classes": [
        "SecurityContext",
        "Role"
      ],
      "dependencies": [
        "fastapi"
      ],
      "env_vars": [
        "ADMIN_API_KEY"
      ],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/security/rbac.py"
    },
    {
      "id": "security.feature_flags",
      "name": "Dynamic Redis Feature Flags & Kill Switch",
      "category": "security",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/security/feature_flags.py",
      "status": "stable",
      "description": "Runtime configuration switches, percentage rollouts, and instant emergency kill switches without restarting services.",
      "classes": [
        "FeatureFlagService"
      ],
      "dependencies": [
        "redis"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/security/feature_flags.py"
    },
    {
      "id": "messaging.media",
      "name": "Secure Media Downloader & SSRF Protection",
      "category": "messaging",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/messaging/media.py",
      "status": "stable",
      "description": "Downloads and validates media attachments with anti-SSRF IP blocking (blocks private/loopback/cloud metadata IP ranges).",
      "classes": [
        "MediaProcessor",
        "MediaSecurityException"
      ],
      "dependencies": [
        "httpx",
        "ipaddress"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/messaging/media.py"
    },
    {
      "id": "messaging.templates",
      "name": "Multi-Locale Template Engine",
      "category": "messaging",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/messaging/templates.py",
      "status": "stable",
      "description": "Channel-agnostic i18n template registry supporting parameter substitution and fallback locales.",
      "classes": [
        "TemplateEngine"
      ],
      "dependencies": [],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/messaging/templates.py"
    },
    {
      "id": "identity.service",
      "name": "Cross-Channel Identity Resolution",
      "category": "identity",
      "platform": "backend",
      "framework": "sqlalchemy",
      "path": "bots/app/identity/service.py",
      "status": "stable",
      "description": "Unifies user records across WhatsApp phone numbers, Telegram chat IDs, and Web CRM profiles into a single persistent user record.",
      "classes": [
        "IdentityResolutionService"
      ],
      "dependencies": [
        "sqlalchemy"
      ],
      "env_vars": [],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/identity/service.py"
    },
    {
      "id": "payments.gateway",
      "name": "Payment Gateway & Webhook Validator",
      "category": "payments",
      "platform": "backend",
      "framework": "python",
      "path": "bots/app/payments/gateway.py",
      "status": "stable",
      "description": "Stripe webhook signature validation and subscription tier provisioning in Redis.",
      "classes": [
        "PaymentGateway"
      ],
      "dependencies": [
        "stripe",
        "redis"
      ],
      "env_vars": [
        "STRIPE_API_KEY",
        "STRIPE_WEBHOOK_SECRET"
      ],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/payments/gateway.py"
    },
    {
      "id": "worker.tasks",
      "name": "ARQ Distributed Async Task Worker",
      "category": "worker",
      "platform": "backend",
      "framework": "arq",
      "path": "bots/app/worker/tasks.py",
      "status": "stable",
      "description": "Async Redis queue (ARQ) background task processor for parsing messages, running FSM, executing AI pipelines, and dispatching outbound messages.",
      "classes": [
        "WorkerSettings"
      ],
      "dependencies": [
        "arq",
        "redis",
        "asyncpg"
      ],
      "env_vars": [
        "REDIS_URL",
        "DATABASE_URL"
      ],
      "domain": "bots",
      "domain_name": "Conversational & Messaging Bots",
      "domain_icon": "\ud83e\udd16",
      "pull_command": "bash scripts/pull-module.sh bots/app/worker/tasks.py"
    },
    {
      "id": "factory.master",
      "name": "Master Agent Factory",
      "category": "factory",
      "path": "agents/agent_factory/factory.py",
      "status": "stable",
      "description": "Master builder for assembling full production agent instances from identity, gateway, memory, tools, and security layers.",
      "exports": [
        "AgentFactory",
        "AgentInstance"
      ],
      "usage_example": "from agent_factory.factory import AgentFactory\nagent = AgentFactory.create_agent(config, manifest, gateway=gateway, tools=tool_registry)",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/factory.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "core.identity",
      "name": "Agent Identity & Configuration",
      "category": "core",
      "path": "agents/agent_factory/core/identity.py",
      "status": "stable",
      "description": "Agent identity specifications, manifests, environment configurations, and cost/retry policies.",
      "exports": [
        "AgentIdentity",
        "AgentConfig",
        "AgentManifest",
        "AgentStatus",
        "AgentEnvironment"
      ],
      "usage_example": "from agent_factory.core.identity import AgentIdentity, AgentConfig, AgentManifest\nidentity = AgentIdentity(agent_id='agent-01', name='Researcher')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/core/identity.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "core.gateway",
      "name": "LLM Gateway & Multi-Provider Router",
      "category": "core",
      "path": "agents/agent_factory/core/gateway.py",
      "status": "stable",
      "description": "Unified LLM gateway with model routing by task complexity, multi-provider fallbacks, streaming, and tool call normalization.",
      "exports": [
        "LLMGateway",
        "ModelRouter",
        "LLMRequest",
        "LLMResponse",
        "TaskComplexity",
        "MockProvider",
        "OpenAICompatibleProvider"
      ],
      "usage_example": "from agent_factory.core.gateway import LLMGateway, LLMRequest, TaskComplexity\ngateway = LLMGateway()\nres = await gateway.complete(LLMRequest(messages=[...], complexity=TaskComplexity.SIMPLE))",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/core/gateway.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "core.cost",
      "name": "Token Tracker & Cost Economics",
      "category": "core",
      "path": "agents/agent_factory/core/cost.py",
      "status": "stable",
      "description": "Token usage tracking, multi-model pricing economics, per-run cost recording, and budget limit enforcement.",
      "exports": [
        "CostManager",
        "TokenUsage",
        "ModelPricing",
        "ExecutionCostRecord"
      ],
      "usage_example": "from agent_factory.core.cost import CostManager\ncost_mgr = CostManager()\ncost_mgr.record_usage('gpt-4o', prompt_tokens=150, completion_tokens=50)",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/core/cost.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "core.prompt",
      "name": "Prompt Manager & Injection Defense",
      "category": "core",
      "path": "agents/agent_factory/core/prompt.py",
      "status": "stable",
      "description": "Dynamic prompt template compilation, versioning, canary tokens for system prompt leakage detection, and prompt injection filtering.",
      "exports": [
        "PromptManager",
        "PromptTemplate",
        "PromptInjectionDefense",
        "PromptVersion"
      ],
      "usage_example": "from agent_factory.core.prompt import PromptManager, PromptInjectionDefense\nprompt_mgr = PromptManager()\ndefense = PromptInjectionDefense()",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/core/prompt.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "core.reliability",
      "name": "Reliability, Loop Detection & Idempotency",
      "category": "core",
      "path": "agents/agent_factory/core/reliability.py",
      "status": "stable",
      "description": "Exponential backoff retries, cycle/loop detection, execution resource bounds, and idempotency guarantees.",
      "exports": [
        "RetryPolicy",
        "LoopDetector",
        "ResourceLimits",
        "IdempotencyManager"
      ],
      "usage_example": "from agent_factory.core.reliability import LoopDetector, ResourceLimits\ndetector = LoopDetector(threshold=3)\ndetector.record_step('action_hash')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/core/reliability.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "core.security",
      "name": "Security, RBAC & Secret Isolation",
      "category": "core",
      "path": "agents/agent_factory/core/security.py",
      "status": "stable",
      "description": "Role-based access control, tool risk categorization (LOW, MEDIUM, HIGH, CRITICAL), SSRF IP/domain validation, and zero-leak secret isolation.",
      "exports": [
        "RiskLevel",
        "TenantContext",
        "ToolPermission",
        "SSRFValidator",
        "SecretStore"
      ],
      "usage_example": "from agent_factory.core.security import RiskLevel, SSRFValidator, SecretStore\nSSRFValidator.validate_url('https://api.github.com')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/core/security.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "core.state",
      "name": "Agent Execution State & Persistence",
      "category": "core",
      "path": "agents/agent_factory/core/state.py",
      "status": "stable",
      "description": "Execution context state machine, step tracking, intermediate results, and checkpoint persistence.",
      "exports": [
        "ExecutionContext",
        "AgentStateEnum",
        "StepResult",
        "StepStatus"
      ],
      "usage_example": "from agent_factory.core.state import ExecutionContext\nctx = ExecutionContext(run_id='run-123')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/core/state.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "core.lifecycle",
      "name": "Agent Versioning & Canary Rollout",
      "category": "core",
      "path": "agents/agent_factory/core/lifecycle.py",
      "status": "stable",
      "description": "Semantic agent version management, canary traffic splitting, and automated rollback on regression.",
      "exports": [
        "CanaryDeploymentManager",
        "VersionedAgentRecord",
        "DeploymentStatus"
      ],
      "usage_example": "from agent_factory.core.lifecycle import CanaryDeploymentManager\ncanary = CanaryDeploymentManager()",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/core/lifecycle.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "memory.conversation",
      "name": "Conversation Engine & Multi-turn Threads",
      "category": "memory",
      "path": "agents/agent_factory/memory/conversation.py",
      "status": "stable",
      "description": "Multi-turn conversation management, message history formatting, and automated context compaction for large dialogues.",
      "exports": [
        "ConversationEngine",
        "ConversationMessage",
        "ConversationThread"
      ],
      "usage_example": "from agent_factory.memory.conversation import ConversationEngine\nconv = ConversationEngine()\nconv.add_user_message('thread-1', 'Hello')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/memory/conversation.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "memory.working",
      "name": "Working Memory & Scratchpad",
      "category": "memory",
      "path": "agents/agent_factory/memory/working.py",
      "status": "stable",
      "description": "Short-term scratchpad memory storing active goals, discovered findings, completed steps, and task scratchpad notes.",
      "exports": [
        "WorkingMemory"
      ],
      "usage_example": "from agent_factory.memory.working import WorkingMemory\nwm = WorkingMemory(objective='Analyze data')\nwm.add_finding('Key insight found')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/memory/working.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "memory.semantic",
      "name": "Semantic Memory & Vector Retrieval",
      "category": "memory",
      "path": "agents/agent_factory/memory/semantic.py",
      "status": "stable",
      "description": "In-memory semantic vector store, text chunking, and cosine similarity ranking for agent knowledge.",
      "exports": [
        "SemanticMemory",
        "MemoryChunk",
        "SimpleEmbeddingProvider",
        "cosine_similarity"
      ],
      "usage_example": "from agent_factory.memory.semantic import SemanticMemory\nsm = SemanticMemory()\nawait sm.store('text document', metadata={'source': 'doc1'})\nresults = await sm.search('query', top_k=3)",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/memory/semantic.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "memory.episodic",
      "name": "Episodic Memory & Experience Learning",
      "category": "memory",
      "path": "agents/agent_factory/memory/episodic.py",
      "status": "stable",
      "description": "Stores historical task execution episodes, failures, successes, and derived lessons learned for future task improvement.",
      "exports": [
        "EpisodicMemory",
        "Episode"
      ],
      "usage_example": "from agent_factory.memory.episodic import EpisodicMemory, Episode\nem = EpisodicMemory()\nem.record_episode(Episode(task='deploy', outcome='success', lessons=['always check env vars']))",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/memory/episodic.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "memory.rag",
      "name": "Hybrid RAG Engine (BM25 + Dense Vectors)",
      "category": "memory",
      "path": "agents/agent_factory/memory/rag.py",
      "status": "stable",
      "description": "Hybrid retrieval augmented generation combining lexical BM25 indexing with dense semantic vector search and reciprocal rank fusion.",
      "exports": [
        "RAGEngine",
        "BM25Index",
        "KnowledgeBase",
        "RAGSearchResult"
      ],
      "usage_example": "from agent_factory.memory.rag import RAGEngine\nrag = RAGEngine()\nawait rag.ingest_documents([{'content': 'AI agent guide', 'id': 'doc1'}])\nresults = await rag.query('agent architecture')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/memory/rag.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "memory.governance",
      "name": "Memory Governance, PII Redaction & Context Builder",
      "category": "memory",
      "path": "agents/agent_factory/memory/governance.py",
      "status": "stable",
      "description": "PII scrubbing (emails, credit cards, phones, SSNs), TTL retention pruning, and assembled context token budgeting.",
      "exports": [
        "MemoryGovernance",
        "ContextBuilder"
      ],
      "usage_example": "from agent_factory.memory.governance import MemoryGovernance, ContextBuilder\nscrubbed = MemoryGovernance.redact_pii('Contact john@example.com')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/memory/governance.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "tools.registry",
      "name": "Central Tool Registry & Dispatcher",
      "category": "tools",
      "path": "agents/agent_factory/tools/registry.py",
      "status": "stable",
      "description": "Central registry registering tools, generating standardized JSON tool schemas for LLMs, checking permissions, and dispatching execution.",
      "exports": [
        "ToolRegistry"
      ],
      "usage_example": "from agent_factory.tools.registry import ToolRegistry\nregistry = ToolRegistry()\nregistry.register(my_tool)\nschemas = registry.get_schemas()",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/tools/registry.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "tools.base",
      "name": "Base Tool Contract & Specification",
      "category": "tools",
      "path": "agents/agent_factory/tools/base.py",
      "status": "stable",
      "description": "Abstract base class for all tools with JSON schema extraction, risk levels, and standardized ToolExecutionResult wrapper.",
      "exports": [
        "BaseTool",
        "ToolExecutionResult"
      ],
      "usage_example": "from agent_factory.tools.base import BaseTool, ToolExecutionResult\nclass MyTool(BaseTool): ...",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/tools/base.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "tools.approval",
      "name": "Human Approval & HITL Workflows",
      "category": "tools",
      "path": "agents/agent_factory/tools/approval.py",
      "status": "stable",
      "description": "Human-in-the-loop approval queue intercepting HIGH and CRITICAL risk tool executions before dispatch.",
      "exports": [
        "HumanApprovalQueue",
        "ApprovalRequest",
        "ApprovalStatus"
      ],
      "usage_example": "from agent_factory.tools.approval import HumanApprovalQueue\nqueue = HumanApprovalQueue()\nreq = queue.request_approval(tool_name='delete_database', args={...})",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/tools/approval.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "tools.builtins.search",
      "name": "Web Search Tool",
      "category": "tools",
      "path": "agents/agent_factory/tools/builtins/search.py",
      "status": "stable",
      "description": "Structured search tool for external information gathering with query parameters, filtering, and result summaries.",
      "exports": [
        "WebSearchTool",
        "SearchInput",
        "SearchResultItem",
        "SearchOutput"
      ],
      "usage_example": "from agent_factory.tools.builtins.search import WebSearchTool\nsearch = WebSearchTool()\nresult = await search.execute(query='latest python features')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/tools/builtins/search.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "tools.builtins.browser",
      "name": "Browser Action Tool with SSRF Defense",
      "category": "tools",
      "path": "agents/agent_factory/tools/builtins/browser.py",
      "status": "stable",
      "description": "Web browser automation tool with URL sanitization, domain allow/deny list, and private network SSRF defenses.",
      "exports": [
        "BrowserTool",
        "BrowserActionInput",
        "BrowserActionOutput"
      ],
      "usage_example": "from agent_factory.tools.builtins.browser import BrowserTool\nbrowser = BrowserTool()\npage = await browser.execute(url='https://example.com')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/tools/builtins/browser.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "tools.builtins.code_exec",
      "name": "Hardened Python Sandbox Tool",
      "category": "tools",
      "path": "agents/agent_factory/tools/builtins/code_exec.py",
      "status": "stable",
      "description": "AST-inspected, isolated Python code execution tool restricting dangerous builtins, modules, and excessive CPU/memory runtime.",
      "exports": [
        "PythonSandboxTool",
        "CodeExecutionInput",
        "CodeExecutionOutput"
      ],
      "usage_example": "from agent_factory.tools.builtins.code_exec import PythonSandboxTool\nsandbox = PythonSandboxTool()\nres = await sandbox.execute(code='result = [x**2 for x in range(10)]')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/tools/builtins/code_exec.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "tools.builtins.files",
      "name": "Document & File Processing Tool",
      "category": "tools",
      "path": "agents/agent_factory/tools/builtins/files.py",
      "status": "stable",
      "description": "File parser and reader supporting text, markdown, CSV, JSON, and PDF text extraction with strict path traversal prevention.",
      "exports": [
        "FileProcessingTool",
        "FileParseInput",
        "FileParseOutput"
      ],
      "usage_example": "from agent_factory.tools.builtins.files import FileProcessingTool\nfiles = FileProcessingTool()\ncontent = await files.execute(file_path='data/report.json')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/tools/builtins/files.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "orchestration.planner",
      "name": "Planning Engine & Task Decomposition",
      "category": "orchestration",
      "path": "agents/agent_factory/orchestration/planner.py",
      "status": "stable",
      "description": "Breaks complex user goals into sequential/parallel dependency DAG steps, handles dynamic re-planning on step failures.",
      "exports": [
        "PlanningEngine",
        "Plan",
        "PlanStep"
      ],
      "usage_example": "from agent_factory.orchestration.planner import PlanningEngine\nplanner = PlanningEngine(gateway=gateway)\nplan = await planner.create_plan('Build customer support workflow')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/orchestration/planner.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "orchestration.workflow",
      "name": "Workflow Execution Engine (DAG Orchestrator)",
      "category": "orchestration",
      "path": "agents/agent_factory/orchestration/workflow.py",
      "status": "stable",
      "description": "Directed acyclic graph execution engine supporting parallel branches, dependency resolution, error traps, and conditional routing.",
      "exports": [
        "WorkflowEngine"
      ],
      "usage_example": "from agent_factory.orchestration.workflow import WorkflowEngine\nengine = WorkflowEngine()\nres = await engine.execute_dag(dag_definition)",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/orchestration/workflow.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "orchestration.multi_agent",
      "name": "Multi-Agent Orchestration & Supervisor",
      "category": "orchestration",
      "path": "agents/agent_factory/orchestration/multi_agent.py",
      "status": "stable",
      "description": "Agent-to-agent communication protocol, message passing, peer collaboration, and hierarchical supervisor orchestration.",
      "exports": [
        "MultiAgentOrchestrator",
        "SupervisorAgent",
        "AgentMessage",
        "AgentMessageType"
      ],
      "usage_example": "from agent_factory.orchestration.multi_agent import MultiAgentOrchestrator, SupervisorAgent\nsupervisor = SupervisorAgent(workers=[worker1, worker2])",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/orchestration/multi_agent.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "orchestration.events",
      "name": "Event Bus, Trigger Engine & Job Queue",
      "category": "orchestration",
      "path": "agents/agent_factory/orchestration/events.py",
      "status": "stable",
      "description": "Asynchronous publish-subscribe event bus, event triggers for automated agent dispatch, and background job queuing.",
      "exports": [
        "EventBus",
        "BackgroundJobQueue",
        "AgentEvent"
      ],
      "usage_example": "from agent_factory.orchestration.events import EventBus, AgentEvent\nbus = EventBus()\nbus.subscribe('order.created', handler_fn)",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/orchestration/events.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "validation.structured",
      "name": "Structured Output Engine & Schema Enforcer",
      "category": "validation",
      "path": "agents/agent_factory/validation/structured.py",
      "status": "stable",
      "description": "Extracts and validates JSON outputs against Pydantic models, automatically repairing broken JSON and syntax mismatches.",
      "exports": [
        "StructuredOutputEngine"
      ],
      "usage_example": "from agent_factory.validation.structured import StructuredOutputEngine\nvalidator = StructuredOutputEngine()\nmodel_obj = validator.parse_and_validate(raw_llm_text, target_pydantic_cls)",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/validation/structured.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "validation.verification",
      "name": "Self-Verification & Fact Checking",
      "category": "validation",
      "path": "agents/agent_factory/validation/verification.py",
      "status": "stable",
      "description": "Multi-pass verification validating LLM responses against source material, checking hallucinations and factual alignment.",
      "exports": [
        "SelfVerificationEngine",
        "VerificationResult",
        "FactVerificationItem"
      ],
      "usage_example": "from agent_factory.validation.verification import SelfVerificationEngine\nverifier = SelfVerificationEngine(gateway=gateway)\nresult = await verifier.verify_claims(answer, context_docs)",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/validation/verification.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "validation.citations",
      "name": "Citation Engine & Source Provenance",
      "category": "validation",
      "path": "agents/agent_factory/validation/citations.py",
      "status": "stable",
      "description": "Maps claims and generated statements back to verified document source IDs, line ranges, or URLs.",
      "exports": [
        "CitationEngine",
        "Citation"
      ],
      "usage_example": "from agent_factory.validation.citations import CitationEngine\ncitations = CitationEngine()\nannotated = citations.link_citations(generated_text, retrieved_sources)",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/validation/citations.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "observability.tracer",
      "name": "Distributed Tracing & Span Trees",
      "category": "observability",
      "path": "agents/agent_factory/observability/tracer.py",
      "status": "stable",
      "description": "Hierarchical span tracing for agent thought loops, LLM calls, tool executions, and timing diagnostics.",
      "exports": [
        "Tracer",
        "Span"
      ],
      "usage_example": "from agent_factory.observability.tracer import Tracer\ntracer = Tracer()\nwith tracer.start_span('agent_step'): ...",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/observability/tracer.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "observability.audit",
      "name": "Security Audit Logging",
      "category": "observability",
      "path": "agents/agent_factory/observability/audit.py",
      "status": "stable",
      "description": "Tamper-evident audit logging for tool executions, privilege elevations, policy rejections, and access logs.",
      "exports": [
        "AuditLogger",
        "AuditRecord"
      ],
      "usage_example": "from agent_factory.observability.audit import AuditLogger\naudit = AuditLogger()\naudit.log_event(action='tool_call', user_id='usr_123', risk='MEDIUM')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/observability/audit.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "observability.metrics",
      "name": "Operational Metrics & Analytics",
      "category": "observability",
      "path": "agents/agent_factory/observability/metrics.py",
      "status": "stable",
      "description": "Tracks latency distributions, token usage, tool success/failure ratios, and cost velocity.",
      "exports": [
        "AgentAnalytics",
        "AgentAnalyticsSnapshot"
      ],
      "usage_example": "from agent_factory.observability.metrics import AgentAnalytics\nanalytics = AgentAnalytics()\nsnapshot = analytics.get_snapshot()",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/observability/metrics.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "evaluation.dataset",
      "name": "Golden Evaluation Datasets & Test Cases",
      "category": "evaluation",
      "path": "agents/agent_factory/evaluation/dataset.py",
      "status": "stable",
      "description": "Golden test case schema, expected outputs, ground truth rubrics, and dataset serialization.",
      "exports": [
        "GoldenDataset",
        "TestCase"
      ],
      "usage_example": "from agent_factory.evaluation.dataset import GoldenDataset, TestCase\nds = GoldenDataset(name='qa_tests')\nds.add_test(TestCase(prompt='...', expected='...'))",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/evaluation/dataset.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "evaluation.judge",
      "name": "LLM-as-Judge & Rubric Scoring",
      "category": "evaluation",
      "path": "agents/agent_factory/evaluation/judge.py",
      "status": "stable",
      "description": "Automated qualitative evaluation scoring agent outputs on accuracy, clarity, safety, and helpfulness (1-5 scale).",
      "exports": [
        "LLMAsJudge",
        "JudgeScorecard"
      ],
      "usage_example": "from agent_factory.evaluation.judge import LLMAsJudge\njudge = LLMAsJudge(gateway=gateway)\nscorecard = await judge.evaluate(prompt, response, ground_truth)",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/evaluation/judge.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "evaluation.regression",
      "name": "Regression Benchmark Runner",
      "category": "evaluation",
      "path": "agents/agent_factory/evaluation/regression.py",
      "status": "stable",
      "description": "Automated benchmark suite running GoldenDatasets against agent instances and generating pass/fail reports.",
      "exports": [
        "RegressionRunner",
        "BenchmarkReport",
        "CaseEvaluationReport"
      ],
      "usage_example": "from agent_factory.evaluation.regression import RegressionRunner\nrunner = RegressionRunner(agent_instance)\nreport = await runner.run_benchmark(golden_dataset)",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/evaluation/regression.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "api.server",
      "name": "Production FastAPI Agent Server",
      "category": "api",
      "path": "agents/agent_factory/api/server.py",
      "status": "stable",
      "description": "REST API, Server-Sent Events (SSE) streaming endpoint, and webhook callback integration for agents.",
      "exports": [
        "RunAgentRequest",
        "RunAgentResponse",
        "ResolveApprovalRequest"
      ],
      "usage_example": "import uvicorn\n# Run with: uvicorn agent_factory.api.server:app --port 8000",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/api/server.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "api.auth",
      "name": "API Auth, Tenant Resolution & HMAC Webhooks",
      "category": "api",
      "path": "agents/agent_factory/api/auth.py",
      "status": "stable",
      "description": "Bearer token authentication, multi-tenant isolation, rate limiting, and HMAC signature verification for webhooks.",
      "exports": [
        "RateLimiter",
        "verify_webhook_signature"
      ],
      "usage_example": "from agent_factory.api.auth import RateLimiter, verify_webhook_signature\nlimiter = RateLimiter(requests_per_minute=60)",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/agent_factory/api/auth.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "templates.research_agent",
      "name": "Deep Research Agent Template",
      "category": "templates",
      "path": "agents/templates/research_agent.py",
      "status": "stable",
      "description": "Pre-configured ready-to-run Deep Web Search, Fact-Checking, and Citation Research Agent.",
      "exports": [
        "create_research_agent"
      ],
      "usage_example": "from templates.research_agent import create_research_agent\nagent = create_research_agent()\nresult = await agent.run('Investigate latest quantum computing breakthroughs')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/templates/research_agent.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "templates.content_agent",
      "name": "Content Strategy Agent Template",
      "category": "templates",
      "path": "agents/templates/content_agent.py",
      "status": "stable",
      "description": "Pre-configured Content Strategy, Tone-of-Voice, and SEO Writing Agent.",
      "exports": [
        "create_content_agent"
      ],
      "usage_example": "from templates.content_agent import create_content_agent\nagent = create_content_agent()\nresult = await agent.run('Draft product announcement blog post')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/templates/content_agent.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "templates.coding_agent",
      "name": "Data Analysis & Coding Agent Template",
      "category": "templates",
      "path": "agents/templates/coding_agent.py",
      "status": "stable",
      "description": "Pre-configured Python Sandbox, Data Analysis, and Code Execution Agent.",
      "exports": [
        "create_coding_agent"
      ],
      "usage_example": "from templates.coding_agent import create_coding_agent\nagent = create_coding_agent()\nresult = await agent.run('Calculate summary statistics from dataset')",
      "domain": "agents",
      "domain_name": "Autonomous AI Agents",
      "domain_icon": "\ud83e\udde0",
      "pull_command": "bash scripts/pull-module.sh agents/templates/coding_agent.py",
      "framework": "Python / Typer / LLM Gateway"
    },
    {
      "id": "mod_01_product_idea_engine",
      "number": 1,
      "name": "Module 01: Product Idea Engine",
      "category": "architecture_and_auth",
      "platform": "flutter",
      "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.",
      "capabilities": [
        "**Strict Validation Rubric**: Evaluates market demand, competition density, willingness to pay, and technical feasibility.",
        "**Finite State Machine**: Tracks app stages from `idea` -> `market_research` -> `mvp_definition` -> `launch` -> `scale`.",
        "**Zero Hallucination Scorecard**: Computes composite viability scores (0-100) with pass/fail gates."
      ],
      "tags": [
        "starter",
        "architecture",
        "config",
        "pkce",
        "tokens",
        "oauth",
        "product_idea_engine",
        "auth",
        "rbac"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_01_product_idea_engine",
      "framework": "flutter"
    },
    {
      "id": "mod_02_tech_stack_standard",
      "number": 2,
      "name": "Module 02: Tech Stack Standard",
      "category": "architecture_and_auth",
      "platform": "flutter",
      "path": "apps/modules/mod_02_tech_stack_standard",
      "description": "Enforces zero-tolerance architecture rules and Dart linter configurations for all apps in the factory.",
      "capabilities": [],
      "tags": [
        "starter",
        "architecture",
        "config",
        "pkce",
        "tokens",
        "oauth",
        "tech_stack_standard",
        "auth",
        "rbac"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_02_tech_stack_standard",
      "framework": "flutter"
    },
    {
      "id": "mod_03_app_starter_template",
      "number": 3,
      "name": "Module 03: App Starter Template",
      "category": "architecture_and_auth",
      "platform": "flutter",
      "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:",
      "capabilities": [],
      "tags": [
        "starter",
        "architecture",
        "app_starter_template",
        "config",
        "pkce",
        "tokens",
        "oauth",
        "auth",
        "rbac"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_03_app_starter_template",
      "framework": "flutter"
    },
    {
      "id": "mod_04_core_architecture",
      "number": 4,
      "name": "Module 04: Core Mobile Architecture",
      "category": "architecture_and_auth",
      "platform": "flutter",
      "path": "apps/modules/mod_04_core_architecture",
      "description": "Defines Clean Architecture primitives ensuring complete separation of concerns:",
      "capabilities": [
        "`Result<Success, Failure>` functional pattern (zero unhandled exceptions)",
        "`BaseUseCase<Type, Params>` for business rules",
        "`BaseRepository` contracts"
      ],
      "tags": [
        "starter",
        "architecture",
        "core_architecture",
        "config",
        "pkce",
        "tokens",
        "oauth",
        "auth",
        "rbac"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_04_core_architecture",
      "framework": "flutter"
    },
    {
      "id": "mod_05_app_config_system",
      "number": 5,
      "name": "Module 05: App Configuration System",
      "category": "architecture_and_auth",
      "platform": "flutter",
      "path": "apps/modules/mod_05_app_config_system",
      "description": "Manages per-app configuration and flavors:",
      "capabilities": [
        "`Environment.dev`, `Environment.staging`, `Environment.production`",
        "Immutable, strongly typed config objects",
        "Strict validation preventing missing production keys"
      ],
      "tags": [
        "starter",
        "architecture",
        "config",
        "app_config_system",
        "pkce",
        "tokens",
        "oauth",
        "auth",
        "rbac"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_05_app_config_system",
      "framework": "flutter"
    },
    {
      "id": "mod_06_android_identity",
      "number": 6,
      "name": "Module 06: Android Identity",
      "category": "architecture_and_auth",
      "platform": "python",
      "path": "apps/modules/mod_06_android_identity",
      "description": "Provides templates and scripts for hardening Android application identity, signing, and security:",
      "capabilities": [
        "Secure `build.gradle.kts` configuration template",
        "Obfuscation with ProGuard / R8 rules",
        "`network_security_config.xml` with cleartext traffic disabled & certificate pinning",
        "Automated keystore generation & validation scripts"
      ],
      "tags": [
        "starter",
        "architecture",
        "android_identity",
        "config",
        "pkce",
        "tokens",
        "oauth",
        "auth",
        "rbac"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_06_android_identity",
      "framework": "python"
    },
    {
      "id": "mod_07_ios_identity",
      "number": 7,
      "name": "Module 07: iOS Identity",
      "category": "architecture_and_auth",
      "platform": "python",
      "path": "apps/modules/mod_07_ios_identity",
      "description": "Provides standardized configuration, security hardening, and entitlements for iOS:",
      "capabilities": [
        "Strict `Info.plist` with App Transport Security (ATS) cleartext traffic blocked",
        "Entitlements template with Keychain Sharing, Associated Domains, and Push Notifications",
        "Fastlane Match signing workflow"
      ],
      "tags": [
        "starter",
        "architecture",
        "ios_identity",
        "config",
        "pkce",
        "tokens",
        "oauth",
        "auth",
        "rbac"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_07_ios_identity",
      "framework": "python"
    },
    {
      "id": "mod_08_environment_system",
      "number": 8,
      "name": "Module 08: Environment System",
      "category": "architecture_and_auth",
      "platform": "flutter",
      "path": "apps/modules/mod_08_environment_system",
      "description": "Manages environment configuration across `.env.dev`, `.env.staging`, and `.env.prod`.",
      "capabilities": [
        "Secrets are decrypted at runtime or injected via compile-time `--dart-define`",
        "Validates that mandatory keys are present before app execution"
      ],
      "tags": [
        "starter",
        "architecture",
        "config",
        "pkce",
        "tokens",
        "oauth",
        "environment_system",
        "auth",
        "rbac"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_08_environment_system",
      "framework": "flutter"
    },
    {
      "id": "mod_09_auth_module",
      "number": 9,
      "name": "Module 09: Authentication Module",
      "category": "architecture_and_auth",
      "platform": "flutter",
      "path": "apps/modules/mod_09_auth_module",
      "description": "Production-grade authentication engine designed with zero-trust principles:",
      "capabilities": [
        "**PKCE OAuth2 Flow**: Code verifier and challenge generation",
        "**Token Rotation**: Anti-replay token rotation engine",
        "**Pluggable Identity Providers**: Email, Google, Apple, Anonymous",
        "**Secure Token Storage Interface**: Backed by hardware keystore"
      ],
      "tags": [
        "starter",
        "architecture",
        "config",
        "pkce",
        "tokens",
        "oauth",
        "auth_module",
        "auth",
        "rbac"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_09_auth_module",
      "framework": "flutter"
    },
    {
      "id": "mod_10_authorization_system",
      "number": 10,
      "name": "Module 10: Authorization System",
      "category": "architecture_and_auth",
      "platform": "flutter",
      "path": "apps/modules/mod_10_authorization_system",
      "description": "Enforces Zero-Trust authorization principles:",
      "capabilities": [
        "The mobile app verifies claims locally for UI visibility, but server is always source of truth.",
        "RBAC role check: `UserRole.free`, `UserRole.subscriber`, `UserRole.admin`.",
        "Granular permissions: `Permission.createProject`, `Permission.exportData`, `Permission.accessAi`."
      ],
      "tags": [
        "starter",
        "architecture",
        "config",
        "pkce",
        "tokens",
        "oauth",
        "auth",
        "rbac",
        "authorization_system"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_10_authorization_system",
      "framework": "flutter"
    },
    {
      "id": "mod_11_local_data_system",
      "number": 11,
      "name": "Module 11: Local Data System",
      "category": "data_and_design",
      "platform": "flutter",
      "path": "apps/modules/mod_11_local_data_system",
      "description": "Provides encrypted key-value and relational local persistence:",
      "capabilities": [
        "SQLCipher / Encrypted SQLite interface",
        "Hardware Keystore / KeyChain backed 256-bit encryption key derivation",
        "In-memory test mock for rapid unit testing"
      ],
      "tags": [
        "offline-sync",
        "api",
        "http",
        "design-system",
        "responsive",
        "sqlcipher",
        "sqlite",
        "tokens",
        "dark-mode",
        "local_data_system",
        "accessibility"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_11_local_data_system",
      "framework": "flutter"
    },
    {
      "id": "mod_12_offline_first_sync",
      "number": 12,
      "name": "Module 12: Offline-First Architecture",
      "category": "data_and_design",
      "platform": "flutter",
      "path": "apps/modules/mod_12_offline_first_sync",
      "description": "Implements the **Outbox Pattern** for robust offline mobile operations:",
      "capabilities": [
        "Queues write mutations when device is disconnected",
        "Dispatches transactions with UUIDv4 idempotency keys when connection restores",
        "Conflict resolution strategies: `lastWriteWins`, `serverAuthoritative`, `clientWins`"
      ],
      "tags": [
        "offline-sync",
        "api",
        "http",
        "design-system",
        "offline_first_sync",
        "responsive",
        "sqlcipher",
        "sqlite",
        "tokens",
        "dark-mode",
        "accessibility"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_12_offline_first_sync",
      "framework": "flutter"
    },
    {
      "id": "mod_13_api_layer",
      "number": 13,
      "name": "Module 13: API Layer",
      "category": "data_and_design",
      "platform": "flutter",
      "path": "apps/modules/mod_13_api_layer",
      "description": "Standardized HTTP client engine for the entire factory:",
      "capabilities": [
        "Standardized API Response Envelope: `ApiResponse<T>` with `success`, `data`, `error`",
        "Retry logic with exponential backoff & jitter",
        "Authentication token injection & automatic 401 refresh handler"
      ],
      "tags": [
        "offline-sync",
        "api_layer",
        "api",
        "http",
        "design-system",
        "responsive",
        "sqlcipher",
        "sqlite",
        "tokens",
        "dark-mode",
        "accessibility"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_13_api_layer",
      "framework": "flutter"
    },
    {
      "id": "mod_14_error_handling",
      "number": 14,
      "name": "Module 14: Error-Handling System",
      "category": "data_and_design",
      "platform": "flutter",
      "path": "apps/modules/mod_14_error_handling",
      "description": "Centralized error handling and security sanitization:",
      "capabilities": [
        "Prevents sensitive stack traces, SQL errors, or backend addresses from leaking to the user.",
        "Maps low-level exceptions (HTTP 500, SocketException, Timeout) to user-friendly messages."
      ],
      "tags": [
        "offline-sync",
        "api",
        "http",
        "design-system",
        "responsive",
        "sqlcipher",
        "sqlite",
        "tokens",
        "dark-mode",
        "accessibility",
        "error_handling"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_14_error_handling",
      "framework": "flutter"
    },
    {
      "id": "mod_15_state_management",
      "number": 15,
      "name": "Module 15: State Management",
      "category": "data_and_design",
      "platform": "flutter",
      "path": "apps/modules/mod_15_state_management",
      "description": "Defines a strict state pattern to prevent ad-hoc boolean flags:",
      "capabilities": [
        "`UiState<T>`: `Initial`, `Loading`, `Success`, `Empty`, `Error`, `Offline`, `Refreshing`",
        "Enforces exhaustive UI rendering via `when(...)` pattern matching."
      ],
      "tags": [
        "offline-sync",
        "api",
        "http",
        "design-system",
        "responsive",
        "sqlcipher",
        "sqlite",
        "tokens",
        "dark-mode",
        "state_management",
        "accessibility"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_15_state_management",
      "framework": "flutter"
    },
    {
      "id": "mod_16_design_system",
      "number": 16,
      "name": "Module 16: Design System",
      "category": "data_and_design",
      "platform": "flutter",
      "path": "apps/modules/mod_16_design_system",
      "description": "Internal mobile design system specification providing standard reusable UI primitives:",
      "capabilities": [
        "`AppButton` (Primary, Secondary, Destructive, Ghost, with loading states)",
        "`AppCard` (Elevated, Outlined, Flat)",
        "`AppTextField` (With validation, clear button, obscure toggle)",
        "`AppSkeleton` (Shimmer loading placeholder)"
      ],
      "tags": [
        "offline-sync",
        "api",
        "design_system",
        "http",
        "design-system",
        "responsive",
        "sqlcipher",
        "sqlite",
        "tokens",
        "dark-mode",
        "accessibility"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_16_design_system",
      "framework": "flutter"
    },
    {
      "id": "mod_17_design_tokens",
      "number": 17,
      "name": "Module 17: Design Token System",
      "category": "data_and_design",
      "platform": "flutter",
      "path": "apps/modules/mod_17_design_tokens",
      "description": "Centralized design tokens ensuring visual harmony and ultra-fast re-theming across 100+ apps.",
      "capabilities": [
        "`AppSpacing`: `xs` (4), `sm` (8), `md` (16), `lg` (24), `xl` (32), `xxl` (48)",
        "`AppRadius`: `sm` (4), `md` (8), `lg` (16), `full` (999)",
        "`AppElevation`: standard elevation values"
      ],
      "tags": [
        "offline-sync",
        "api",
        "http",
        "design-system",
        "responsive",
        "sqlcipher",
        "sqlite",
        "tokens",
        "dark-mode",
        "design_tokens",
        "accessibility"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_17_design_tokens",
      "framework": "flutter"
    },
    {
      "id": "mod_18_responsive_ui",
      "number": 18,
      "name": "Module 18: Responsive UI",
      "category": "data_and_design",
      "platform": "flutter",
      "path": "apps/modules/mod_18_responsive_ui",
      "description": "Adaptive layout breakpoints:",
      "capabilities": [
        "`DeviceType.compact` (< 600 dp: standard phones)",
        "`DeviceType.medium` (600 - 840 dp: foldables & small tablets)",
        "`DeviceType.expanded` (> 840 dp: tablets & desktop)"
      ],
      "tags": [
        "offline-sync",
        "api",
        "responsive_ui",
        "http",
        "design-system",
        "responsive",
        "sqlcipher",
        "sqlite",
        "tokens",
        "dark-mode",
        "accessibility"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_18_responsive_ui",
      "framework": "flutter"
    },
    {
      "id": "mod_19_accessibility",
      "number": 19,
      "name": "Module 19: Accessibility (A11y)",
      "category": "data_and_design",
      "platform": "flutter",
      "path": "apps/modules/mod_19_accessibility",
      "description": "Enforces accessibility guidelines across the factory:",
      "capabilities": [
        "Minimum touch target: 48x48 dp",
        "WCAG 2.1 AA and AAA contrast ratio verification"
      ],
      "tags": [
        "offline-sync",
        "api",
        "http",
        "design-system",
        "responsive",
        "sqlcipher",
        "sqlite",
        "tokens",
        "dark-mode",
        "accessibility"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_19_accessibility",
      "framework": "flutter"
    },
    {
      "id": "mod_20_dark_mode",
      "number": 20,
      "name": "Module 20: Dark Mode & Dynamic Theme",
      "category": "data_and_design",
      "platform": "flutter",
      "path": "apps/modules/mod_20_dark_mode",
      "description": "Dynamic theme switcher supporting:",
      "capabilities": [
        "`ThemePreference.system`, `ThemePreference.light`, `ThemePreference.dark`, `ThemePreference.amoled`"
      ],
      "tags": [
        "offline-sync",
        "api",
        "http",
        "design-system",
        "responsive",
        "sqlcipher",
        "sqlite",
        "tokens",
        "dark-mode",
        "accessibility",
        "dark_mode"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_20_dark_mode",
      "framework": "flutter"
    },
    {
      "id": "mod_21_device_features",
      "number": 21,
      "name": "Module 21: Device Features Module",
      "category": "hardware_ai_and_monetization",
      "platform": "flutter",
      "path": "apps/modules/mod_21_device_features",
      "description": "Standardized native device bridges:",
      "capabilities": [
        "`HapticService`: Heavy, medium, light, selection feedback",
        "`ClipboardService`: Secure clipboard copy/paste with auto-clear after 60s for sensitive credentials",
        "`BiometricService`: Hardware-level biometric check contract"
      ],
      "tags": [
        "permissions",
        "subscriptions",
        "storekit",
        "push-notifications",
        "device_features",
        "google-play",
        "analytics",
        "ai-client",
        "crashlytics",
        "haptics",
        "llm-cost",
        "in-app-purchase",
        "biometrics"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_21_device_features",
      "framework": "flutter"
    },
    {
      "id": "mod_22_permission_architecture",
      "number": 22,
      "name": "Module 22: Permission Architecture",
      "category": "hardware_ai_and_monetization",
      "platform": "flutter",
      "path": "apps/modules/mod_22_permission_architecture",
      "description": "Enforces the Golden Rule of Mobile Permissions:",
      "capabilities": [
        "Never request permissions on cold launch.",
        "Present a contextual rationale explaining the user value first.",
        "Handle `granted`, `denied`, `permanentlyDenied`, and `restricted` gracefully."
      ],
      "tags": [
        "permissions",
        "subscriptions",
        "storekit",
        "push-notifications",
        "google-play",
        "analytics",
        "ai-client",
        "crashlytics",
        "haptics",
        "llm-cost",
        "in-app-purchase",
        "biometrics",
        "permission_architecture"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_22_permission_architecture",
      "framework": "flutter"
    },
    {
      "id": "mod_23_push_notifications",
      "number": 23,
      "name": "Module 23: Push Notifications",
      "category": "hardware_ai_and_monetization",
      "platform": "flutter",
      "path": "apps/modules/mod_23_push_notifications",
      "description": "Handles notifications across Android (FCM) and iOS (APNs):",
      "capabilities": [
        "Token registration & automatic refresh sync",
        "Foreground, background, and cold start tap handling",
        "Deep link routing via payload parameters"
      ],
      "tags": [
        "permissions",
        "subscriptions",
        "storekit",
        "push-notifications",
        "google-play",
        "analytics",
        "ai-client",
        "crashlytics",
        "haptics",
        "llm-cost",
        "in-app-purchase",
        "biometrics",
        "push_notifications"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_23_push_notifications",
      "framework": "flutter"
    },
    {
      "id": "mod_24_analytics",
      "number": 24,
      "name": "Module 24: Analytics",
      "category": "hardware_ai_and_monetization",
      "platform": "flutter",
      "path": "apps/modules/mod_24_analytics",
      "description": "Privacy-centric event dispatcher:",
      "capabilities": [
        "Strictly scrubs PII (emails, passwords, phone numbers, auth tokens)",
        "Pluggable providers (PostHog, Mixpanel, Firebase, Amplitude)",
        "Consent mode gatekeeper (requires user consent under GDPR)"
      ],
      "tags": [
        "permissions",
        "subscriptions",
        "storekit",
        "push-notifications",
        "google-play",
        "analytics",
        "ai-client",
        "crashlytics",
        "haptics",
        "llm-cost",
        "in-app-purchase",
        "biometrics"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_24_analytics",
      "framework": "flutter"
    },
    {
      "id": "mod_25_crash_monitoring",
      "number": 25,
      "name": "Module 25: Crash Monitoring",
      "category": "hardware_ai_and_monetization",
      "platform": "flutter",
      "path": "apps/modules/mod_25_crash_monitoring",
      "description": "Standardized error reporting:",
      "capabilities": [
        "Captures unhandled asynchronous Dart zone errors",
        "Adds structured breadcrumbs (navigation, button taps, network requests)",
        "Scrubs sensitive authorization headers before submitting reports"
      ],
      "tags": [
        "permissions",
        "subscriptions",
        "storekit",
        "push-notifications",
        "crash_monitoring",
        "google-play",
        "analytics",
        "ai-client",
        "crashlytics",
        "haptics",
        "llm-cost",
        "in-app-purchase",
        "biometrics"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_25_crash_monitoring",
      "framework": "flutter"
    },
    {
      "id": "mod_26_performance_monitoring",
      "number": 26,
      "name": "Module 26: Performance Monitoring",
      "category": "hardware_ai_and_monetization",
      "platform": "flutter",
      "path": "apps/modules/mod_26_performance_monitoring",
      "description": "Tracks mobile performance KPIs:",
      "capabilities": [
        "Cold and warm startup duration",
        "Screen transition rendering time",
        "Network request latency"
      ],
      "tags": [
        "permissions",
        "subscriptions",
        "storekit",
        "push-notifications",
        "performance_monitoring",
        "google-play",
        "analytics",
        "ai-client",
        "crashlytics",
        "haptics",
        "llm-cost",
        "in-app-purchase",
        "biometrics"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_26_performance_monitoring",
      "framework": "flutter"
    },
    {
      "id": "mod_27_ai_client_module",
      "number": 27,
      "name": "Module 27: AI Client Module",
      "category": "hardware_ai_and_monetization",
      "platform": "flutter",
      "path": "apps/modules/mod_27_ai_client_module",
      "description": "Client-side AI integration:",
      "capabilities": [
        "Never includes sensitive raw AI provider keys in client binary.",
        "Routes all AI requests through `mod_28_ai_cost_gateway`.",
        "Supports Server-Sent Events (SSE) streaming for typing animations."
      ],
      "tags": [
        "permissions",
        "subscriptions",
        "storekit",
        "push-notifications",
        "ai_client_module",
        "google-play",
        "analytics",
        "ai-client",
        "crashlytics",
        "haptics",
        "llm-cost",
        "in-app-purchase",
        "biometrics"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_27_ai_client_module",
      "framework": "flutter"
    },
    {
      "id": "mod_28_ai_cost_gateway",
      "number": 28,
      "name": "Module 28: AI Cost Control & Gateway",
      "category": "hardware_ai_and_monetization",
      "platform": "flutter",
      "path": "apps/modules/mod_28_ai_cost_gateway",
      "description": "Protects profitability and prevents abuse:",
      "capabilities": [
        "Token quotas per user tier (Free: 5/day, Pro: 100/day, Unlimited: 500/day)",
        "Rate limiting using Token Bucket algorithm",
        "Automatic model fallback (Claude 3.5 Sonnet -> GPT-4o -> Gemini 1.5 Flash)"
      ],
      "tags": [
        "permissions",
        "subscriptions",
        "storekit",
        "push-notifications",
        "google-play",
        "analytics",
        "ai-client",
        "crashlytics",
        "haptics",
        "llm-cost",
        "ai_cost_gateway",
        "in-app-purchase",
        "biometrics"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_28_ai_cost_gateway",
      "framework": "flutter"
    },
    {
      "id": "mod_29_subscription_system",
      "number": 29,
      "name": "Module 29: Subscription System",
      "category": "hardware_ai_and_monetization",
      "platform": "flutter",
      "path": "apps/modules/mod_29_subscription_system",
      "description": "Cross-platform subscription management:",
      "capabilities": [
        "Tier abstraction: `Tier.free`, `Tier.monthlyPro`, `Tier.annualPro`, `Tier.lifetime`",
        "Never relies on local boolean flags alone; validates with server receipts"
      ],
      "tags": [
        "permissions",
        "subscriptions",
        "storekit",
        "push-notifications",
        "subscription_system",
        "google-play",
        "analytics",
        "ai-client",
        "crashlytics",
        "haptics",
        "llm-cost",
        "in-app-purchase",
        "biometrics"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_29_subscription_system",
      "framework": "flutter"
    },
    {
      "id": "mod_30_purchase_security",
      "number": 30,
      "name": "Module 30: Purchase Security",
      "category": "hardware_ai_and_monetization",
      "platform": "flutter",
      "path": "apps/modules/mod_30_purchase_security",
      "description": "Prevents in-app purchase piracy and tampering:",
      "capabilities": [
        "Server-side cryptographic verification of Google Play and Apple App Store receipts",
        "Webhook signature validation (HMAC SHA-256)",
        "Anti-tamper validation prevents client-side binary modification"
      ],
      "tags": [
        "permissions",
        "subscriptions",
        "storekit",
        "push-notifications",
        "purchase_security",
        "google-play",
        "analytics",
        "ai-client",
        "crashlytics",
        "haptics",
        "llm-cost",
        "in-app-purchase",
        "biometrics"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_30_purchase_security",
      "framework": "flutter"
    },
    {
      "id": "mod_31_ads_module",
      "number": 31,
      "name": "Module 31: Ads Module",
      "category": "growth_and_security",
      "platform": "flutter",
      "path": "apps/modules/mod_31_ads_module",
      "description": "Advertising infrastructure:",
      "capabilities": [
        "Supports Banner, Interstitial, and Rewarded ads",
        "Dynamic remote switch (`ads_enabled = false` for subscribers)",
        "Frequency capping prevents user fatigue"
      ],
      "tags": [
        "lifecycle",
        "ads",
        "feature-flags",
        "ads_module",
        "viral-loops",
        "sharing",
        "data-validation",
        "onboarding",
        "deep-links",
        "tamper-detection",
        "remote-config"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_31_ads_module",
      "framework": "flutter"
    },
    {
      "id": "mod_32_remote_config",
      "number": 32,
      "name": "Module 32: Remote Configuration",
      "category": "growth_and_security",
      "platform": "flutter",
      "path": "apps/modules/mod_32_remote_config",
      "description": "Enables instant app adjustments without App Store re-submission:",
      "capabilities": [
        "Type-safe string, integer, boolean, and JSON getters",
        "Fallback defaults ensure offline resilience"
      ],
      "tags": [
        "lifecycle",
        "ads",
        "feature-flags",
        "remote_config",
        "viral-loops",
        "sharing",
        "data-validation",
        "onboarding",
        "deep-links",
        "tamper-detection",
        "remote-config"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_32_remote_config",
      "framework": "flutter"
    },
    {
      "id": "mod_33_feature_flags",
      "number": 33,
      "name": "Module 33: Feature Flags",
      "category": "growth_and_security",
      "platform": "flutter",
      "path": "apps/modules/mod_33_feature_flags",
      "description": "Enables gradual feature rollouts:",
      "capabilities": [
        "Deterministic hashing via SHA-256 ensuring user remains in the same bucket",
        "Percentage rollouts (10%, 50%, 100%)",
        "Kill-switch support"
      ],
      "tags": [
        "lifecycle",
        "ads",
        "feature-flags",
        "viral-loops",
        "sharing",
        "data-validation",
        "onboarding",
        "feature_flags",
        "deep-links",
        "tamper-detection",
        "remote-config"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_33_feature_flags",
      "framework": "flutter"
    },
    {
      "id": "mod_34_deep_link_system",
      "number": 34,
      "name": "Module 34: Deep Link System",
      "category": "growth_and_security",
      "platform": "flutter",
      "path": "apps/modules/mod_34_deep_link_system",
      "description": "Universal links and custom scheme router:",
      "capabilities": [
        "Validates URI structure and sanitizes path and query params",
        "Routes users to exact screens (e.g. `/product/:id`, `/referral/:code`)"
      ],
      "tags": [
        "lifecycle",
        "ads",
        "feature-flags",
        "viral-loops",
        "sharing",
        "data-validation",
        "onboarding",
        "deep-links",
        "deep_link_system",
        "tamper-detection",
        "remote-config"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_34_deep_link_system",
      "framework": "flutter"
    },
    {
      "id": "mod_35_sharing_system",
      "number": 35,
      "name": "Module 35: Sharing System",
      "category": "growth_and_security",
      "platform": "flutter",
      "path": "apps/modules/mod_35_sharing_system",
      "description": "Standardizes social sharing across apps:",
      "capabilities": [
        "Generates formatted share cards and attribution links",
        "Prepares sanitized shareable text and assets"
      ],
      "tags": [
        "lifecycle",
        "ads",
        "feature-flags",
        "viral-loops",
        "sharing",
        "data-validation",
        "onboarding",
        "deep-links",
        "tamper-detection",
        "sharing_system",
        "remote-config"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_35_sharing_system",
      "framework": "flutter"
    },
    {
      "id": "mod_36_viral_loops",
      "number": 36,
      "name": "Module 36: Viral Loops Module",
      "category": "growth_and_security",
      "platform": "flutter",
      "path": "apps/modules/mod_36_viral_loops",
      "description": "Built-in viral growth mechanics:",
      "capabilities": [
        "Cryptographic referral code generation",
        "Multi-tier referral reward entitlement unlock"
      ],
      "tags": [
        "lifecycle",
        "ads",
        "feature-flags",
        "viral-loops",
        "sharing",
        "data-validation",
        "onboarding",
        "deep-links",
        "tamper-detection",
        "remote-config",
        "viral_loops"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_36_viral_loops",
      "framework": "flutter"
    },
    {
      "id": "mod_37_onboarding_engine",
      "number": 37,
      "name": "Module 37: Onboarding Engine",
      "category": "growth_and_security",
      "platform": "flutter",
      "path": "apps/modules/mod_37_onboarding_engine",
      "description": "Modular onboarding controller:",
      "capabilities": [
        "Manages sequential slides, persona selection, and permission priming",
        "Persists completion status"
      ],
      "tags": [
        "lifecycle",
        "ads",
        "feature-flags",
        "onboarding_engine",
        "viral-loops",
        "sharing",
        "data-validation",
        "onboarding",
        "deep-links",
        "tamper-detection",
        "remote-config"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_37_onboarding_engine",
      "framework": "flutter"
    },
    {
      "id": "mod_38_app_lifecycle",
      "number": 38,
      "name": "Module 38: App Lifecycle Guardian",
      "category": "growth_and_security",
      "platform": "flutter",
      "path": "apps/modules/mod_38_app_lifecycle",
      "description": "Monitors application execution state:",
      "capabilities": [
        "Cold start vs Warm start detection",
        "Automatic flush of pending mutations and analytics before OS kills background process"
      ],
      "tags": [
        "lifecycle",
        "app_lifecycle",
        "ads",
        "feature-flags",
        "viral-loops",
        "sharing",
        "data-validation",
        "onboarding",
        "deep-links",
        "tamper-detection",
        "remote-config"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_38_app_lifecycle",
      "framework": "flutter"
    },
    {
      "id": "mod_39_security_hardening",
      "number": 39,
      "name": "Module 39: Security Hardening & Anti-Tamper",
      "category": "growth_and_security",
      "platform": "flutter",
      "path": "apps/modules/mod_39_security_hardening",
      "description": "Hardens apps against attacks:",
      "capabilities": [
        "Root / Jailbreak check indicators",
        "Debugger attachment detection",
        "Screenshot & screen recording prevention flags"
      ],
      "tags": [
        "lifecycle",
        "ads",
        "feature-flags",
        "security_hardening",
        "viral-loops",
        "sharing",
        "data-validation",
        "onboarding",
        "deep-links",
        "tamper-detection",
        "remote-config"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_39_security_hardening",
      "framework": "flutter"
    },
    {
      "id": "mod_40_data_validation",
      "number": 40,
      "name": "Module 40: Data Validation & Sanitization",
      "category": "growth_and_security",
      "platform": "flutter",
      "path": "apps/modules/mod_40_data_validation",
      "description": "Sanitizes all user inputs before persistence or transmission:",
      "capabilities": [
        "Strict email, phone, URL validation",
        "Anti-XSS HTML entity escaping",
        "Anti-SQLi parameter validation"
      ],
      "tags": [
        "lifecycle",
        "ads",
        "feature-flags",
        "viral-loops",
        "sharing",
        "data-validation",
        "onboarding",
        "deep-links",
        "tamper-detection",
        "data_validation",
        "remote-config"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_40_data_validation",
      "framework": "flutter"
    },
    {
      "id": "mod_41_database_architecture",
      "number": 41,
      "name": "Module 41: Database Architecture",
      "category": "backend_storage_and_qa",
      "platform": "flutter",
      "path": "apps/modules/mod_41_database_architecture",
      "description": "Encrypted SQLite migration engine:",
      "capabilities": [
        "Manages sequential schema migrations (`V1__init.sql`, `V2__add_indexes.sql`)",
        "Atomic transaction wrapping ensures no partial migrations on crash"
      ],
      "tags": [
        "fastapi",
        "file-storage",
        "background-jobs",
        "s3",
        "cicd",
        "device-matrix",
        "e2e",
        "release-audit",
        "database_architecture",
        "backend",
        "database-migrations",
        "unit-tests"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_41_database_architecture",
      "framework": "flutter"
    },
    {
      "id": "mod_42_file_storage",
      "number": 42,
      "name": "Module 42: File Storage & Upload",
      "category": "backend_storage_and_qa",
      "platform": "flutter",
      "path": "apps/modules/mod_42_file_storage",
      "description": "Uploads files directly to S3 / Cloud Storage via presigned URLs:",
      "capabilities": [
        "File size validation and MIME-type verification",
        "Never streams file uploads through application API servers directly"
      ],
      "tags": [
        "fastapi",
        "file-storage",
        "file_storage",
        "background-jobs",
        "s3",
        "cicd",
        "device-matrix",
        "e2e",
        "release-audit",
        "backend",
        "database-migrations",
        "unit-tests"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_42_file_storage",
      "framework": "flutter"
    },
    {
      "id": "mod_43_background_jobs",
      "number": 43,
      "name": "Module 43: Background Job System",
      "category": "backend_storage_and_qa",
      "platform": "flutter",
      "path": "apps/modules/mod_43_background_jobs",
      "description": "Coordinates WorkManager (Android) and Background Tasks (iOS):",
      "capabilities": [
        "Enforces network constraints (`requiresUnmeteredNetwork`, `requiresCharging`)",
        "Executes periodic background sync safely without draining battery"
      ],
      "tags": [
        "fastapi",
        "file-storage",
        "background_jobs",
        "background-jobs",
        "s3",
        "cicd",
        "device-matrix",
        "e2e",
        "release-audit",
        "backend",
        "database-migrations",
        "unit-tests"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_43_background_jobs",
      "framework": "flutter"
    },
    {
      "id": "mod_44_app_backend_template",
      "number": 44,
      "name": "Module 44: App Backend Template",
      "category": "backend_storage_and_qa",
      "platform": "python",
      "path": "apps/modules/mod_44_app_backend_template",
      "description": "Zero-trust isolated backend server template built with Python FastAPI:",
      "capabilities": [
        "Strict JWT authentication and authorization",
        "Rate limiting with SlowAPI",
        "Isolated SQLite / PostgreSQL database connection",
        "Structured JSON logging"
      ],
      "tags": [
        "fastapi",
        "file-storage",
        "background-jobs",
        "s3",
        "cicd",
        "device-matrix",
        "e2e",
        "app_backend_template",
        "release-audit",
        "backend",
        "database-migrations",
        "unit-tests"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_44_app_backend_template",
      "framework": "python"
    },
    {
      "id": "mod_45_cicd_factory",
      "number": 45,
      "name": "Module 45: CI/CD Factory",
      "category": "backend_storage_and_qa",
      "platform": "python",
      "path": "apps/modules/mod_45_cicd_factory",
      "description": "Reusable GitHub Actions workflows and Fastlane templates:",
      "capabilities": [
        "`ci_android.yml`: Builds signed Android App Bundle (AAB), executes tests, uploads to Play Store Internal Track",
        "`ci_ios.yml`: Builds signed iOS IPA via Fastlane Match, uploads to Apple TestFlight"
      ],
      "tags": [
        "cicd_factory",
        "fastapi",
        "file-storage",
        "background-jobs",
        "s3",
        "cicd",
        "device-matrix",
        "e2e",
        "release-audit",
        "backend",
        "database-migrations",
        "unit-tests"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_45_cicd_factory",
      "framework": "python"
    },
    {
      "id": "mod_46_automated_testing",
      "number": 46,
      "name": "Module 46: Automated Testing Suite",
      "category": "backend_storage_and_qa",
      "platform": "flutter",
      "path": "apps/modules/mod_46_automated_testing",
      "description": "Utilities for test-driven development:",
      "capabilities": [
        "Mock HTTP response dispatcher",
        "Standard test fixtures"
      ],
      "tags": [
        "fastapi",
        "file-storage",
        "background-jobs",
        "s3",
        "cicd",
        "device-matrix",
        "e2e",
        "release-audit",
        "backend",
        "database-migrations",
        "automated_testing",
        "unit-tests"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_46_automated_testing",
      "framework": "flutter"
    },
    {
      "id": "mod_47_golden_user_journey",
      "number": 47,
      "name": "Module 47: Golden User Journey",
      "category": "backend_storage_and_qa",
      "platform": "python",
      "path": "apps/modules/mod_47_golden_user_journey",
      "description": "Defines Maestro / Patrol end-to-end automation scripts for the primary conversion funnel:",
      "capabilities": [],
      "tags": [
        "fastapi",
        "file-storage",
        "golden_user_journey",
        "background-jobs",
        "s3",
        "cicd",
        "device-matrix",
        "e2e",
        "release-audit",
        "backend",
        "database-migrations",
        "unit-tests"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_47_golden_user_journey",
      "framework": "python"
    },
    {
      "id": "mod_48_device_test_matrix",
      "number": 48,
      "name": "Module 48: Device Test Matrix",
      "category": "backend_storage_and_qa",
      "platform": "python",
      "path": "apps/modules/mod_48_device_test_matrix",
      "description": "Standardized test matrix configuration for Firebase Test Lab / AWS Device Farm:",
      "capabilities": [],
      "tags": [
        "fastapi",
        "file-storage",
        "background-jobs",
        "s3",
        "cicd",
        "device-matrix",
        "e2e",
        "release-audit",
        "backend",
        "database-migrations",
        "device_test_matrix",
        "unit-tests"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_48_device_test_matrix",
      "framework": "python"
    },
    {
      "id": "mod_49_release_checklist",
      "number": 49,
      "name": "Module 49: Release Checklist Pre-Flight",
      "category": "backend_storage_and_qa",
      "platform": "python",
      "path": "apps/modules/mod_49_release_checklist",
      "description": "Automated Python pre-flight auditor script that verifies all 32 critical release criteria before store submission.",
      "capabilities": [],
      "tags": [
        "fastapi",
        "file-storage",
        "background-jobs",
        "s3",
        "cicd",
        "device-matrix",
        "e2e",
        "release-audit",
        "backend",
        "database-migrations",
        "release_checklist",
        "unit-tests"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_49_release_checklist",
      "framework": "python"
    },
    {
      "id": "mod_50_aso_factory",
      "number": 50,
      "name": "Module 50: ASO Factory",
      "category": "backend_storage_and_qa",
      "platform": "python",
      "path": "apps/modules/mod_50_aso_factory",
      "description": "App Store Optimization (ASO) metadata engine:",
      "capabilities": [
        "Generates localized titles (max 30 chars), subtitles (max 30 chars), and descriptions",
        "Analyzes keyword density and character limits for Google Play and Apple App Store"
      ],
      "tags": [
        "fastapi",
        "file-storage",
        "aso_factory",
        "background-jobs",
        "s3",
        "cicd",
        "device-matrix",
        "e2e",
        "release-audit",
        "backend",
        "database-migrations",
        "unit-tests"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_50_aso_factory",
      "framework": "python"
    },
    {
      "id": "mod_51_screenshot_factory",
      "number": 51,
      "name": "Module 51: Screenshot Factory",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_51_screenshot_factory",
      "description": "Automates App Store and Google Play screenshot generation:",
      "capabilities": [
        "Standard 5-slide layout narrative:",
        "Fastlane Snapfile configuration and templating"
      ],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "cli",
        "screenshot_factory",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_51_screenshot_factory",
      "framework": "python"
    },
    {
      "id": "mod_52_review_monitoring",
      "number": 52,
      "name": "Module 52: Review Monitoring & AI Categorization",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_52_review_monitoring",
      "description": "Harvests and classifies store reviews using rule-based and AI sentiment analysis:",
      "capabilities": [
        "Categories: `Bug`, `FeatureRequest`, `PricingComplaint`, `Praise`, `Confusion`",
        "Generates actionable backlog issues with priority scores"
      ],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "cli",
        "review_monitoring",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_52_review_monitoring",
      "framework": "python"
    },
    {
      "id": "mod_53_analytics_dashboard",
      "number": 53,
      "name": "Module 53: App Analytics Dashboard",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_53_analytics_dashboard",
      "description": "Aggregates product KPIs across the 100-app portfolio:",
      "capabilities": [
        "DAU, MAU, Retention (D1, D7, D30)",
        "MRR, ARPU, Churn Rate, LTV",
        "Exportable to SQLite / Postgres / JSON"
      ],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "cli",
        "analytics_dashboard",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_53_analytics_dashboard",
      "framework": "python"
    },
    {
      "id": "mod_54_health_scorecard",
      "number": 54,
      "name": "Module 54: Product Health Scorecard",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_54_health_scorecard",
      "description": "Algorithmic scorecard evaluating the operational health of any app in the portfolio:",
      "capabilities": [
        "Stability (Crash-free rate)",
        "Retention (D1, D7)",
        "Monetization (Conversion %)",
        "Rating (Store average)"
      ],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "cli",
        "health_scorecard",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_54_health_scorecard",
      "framework": "python"
    },
    {
      "id": "mod_55_app_factory_db",
      "number": 55,
      "name": "Module 55: App Factory Database",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_55_app_factory_db",
      "description": "Central registry tracking all 100+ applications across their lifecycle:",
      "capabilities": [
        "Product metadata, bundle IDs, backend URLs, store statuses",
        "SQLite database schema with migrations"
      ],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "cli",
        "app_factory_db",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_55_app_factory_db",
      "framework": "python"
    },
    {
      "id": "mod_56_automated_cli",
      "number": 56,
      "name": "Module 56: Automated Product Creation CLI (`factory-cli`)",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_56_automated_cli",
      "description": "Command-line interface to scaffold a new independent production mobile app with 1 command:",
      "capabilities": [],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "automated_cli",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "cli",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_56_automated_cli",
      "framework": "python"
    },
    {
      "id": "mod_57_ai_agent_team",
      "number": 57,
      "name": "Module 57: AI Agent Team Prompts & Specs",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_57_ai_agent_team",
      "description": "System prompts and operational playbooks for the 15 specialized AI agent roles:",
      "capabilities": [],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "ai_agent_team",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "cli",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_57_ai_agent_team",
      "framework": "python"
    },
    {
      "id": "mod_58_dev_pipeline",
      "number": 58,
      "name": "Module 58: 16-Phase Gatekeeper Pipeline",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_58_dev_pipeline",
      "description": "Orchestrates the 16 phases of app development with strict entry and exit criteria:",
      "capabilities": [
        "Phase 1: Discovery",
        "Phase 2: Validation",
        "Phase 3: PRD",
        "Phase 4: UX",
        "Phase 5: UI"
      ],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "cli",
        "dev_pipeline",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_58_dev_pipeline",
      "framework": "python"
    },
    {
      "id": "mod_59_architecture_boundary",
      "number": 59,
      "name": "Module 59: Architecture Boundary Linter",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_59_architecture_boundary",
      "description": "Enforces boundary separation:",
      "capabilities": [
        "Prohibits cross-app imports (`app-001` cannot import `app-002`)",
        "Ensures shared modules do not import app-specific feature code"
      ],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "architecture_boundary",
        "cli",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_59_architecture_boundary",
      "framework": "python"
    },
    {
      "id": "mod_60_portfolio_registry",
      "number": 60,
      "name": "Module 60: Master Portfolio Registry & Monorepo",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_60_portfolio_registry",
      "description": "Orchestrates the 100+ app portfolio monorepo:",
      "capabilities": [
        "Melos / Dart workspace management",
        "Bulk testing, linting, and dependency upgrading across all 60 modules and 100 apps"
      ],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "portfolio_registry",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "cli",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_60_portfolio_registry",
      "framework": "python"
    },
    {
      "id": "mod_61_isolation_guardian",
      "number": 61,
      "name": "Module 61: Isolation Guardian",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_61_isolation_guardian",
      "description": "Enforces **Rule 61: The Most Important Factory Rule**:",
      "capabilities": [],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "synthesizer",
        "screenshots",
        "isolation_guardian",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "cli",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_61_isolation_guardian",
      "framework": "python"
    },
    {
      "id": "mod_62_one_click_synthesizer",
      "number": 62,
      "name": "Module 62: One-Click Product Synthesizer",
      "category": "factory_orchestration",
      "platform": "python",
      "path": "apps/modules/mod_62_one_click_synthesizer",
      "description": "Implements **Rule 62: The 'One-Click' Future**.",
      "capabilities": [],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "cli",
        "one_click_synthesizer",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_62_one_click_synthesizer",
      "framework": "python"
    },
    {
      "id": "mod_63_master_checklist_tracker",
      "number": 63,
      "name": "Module 63: Master Checklist & Progress Tracker",
      "category": "factory_orchestration",
      "platform": "multi-platform",
      "path": "apps/modules/mod_63_master_checklist_tracker",
      "description": "Implements **Rule 63: The Complete Factory Layers & Master 360+ Task Checklist**.",
      "capabilities": [],
      "tags": [
        "boundaries",
        "review-mining",
        "aso",
        "melos",
        "isolation",
        "synthesizer",
        "screenshots",
        "metrics",
        "factory-db",
        "tracker",
        "health-scorecard",
        "ai-team",
        "master_checklist_tracker",
        "cli",
        "pipeline"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_63_master_checklist_tracker",
      "framework": "multi-platform"
    },
    {
      "id": "mod_64_threat_modeling",
      "number": 64,
      "name": "Module 64: Threat Modeling Module",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_64_threat_modeling",
      "description": "Automates STRIDE / DREAD threat modeling for every mobile feature before production:",
      "capabilities": [],
      "tags": [
        "threat_modeling",
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_64_threat_modeling",
      "framework": "python"
    },
    {
      "id": "mod_65_security_boundary",
      "number": 65,
      "name": "Module 65: Security Boundary Module",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_65_security_boundary",
      "description": "Enforces the core rule: **The mobile application must always be treated as potentially compromised.**",
      "capabilities": [],
      "tags": [
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "security_boundary",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_65_security_boundary",
      "framework": "python"
    },
    {
      "id": "mod_66_zero_trust_api",
      "number": 66,
      "name": "Module 66: Zero-Trust API Module",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_66_zero_trust_api",
      "description": "Every API request undergoes a multi-layer verification chain:",
      "capabilities": [],
      "tags": [
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "zero_trust_api",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_66_zero_trust_api",
      "framework": "python"
    },
    {
      "id": "mod_67_object_authorization",
      "number": 67,
      "name": "Module 67: Object-Level Authorization (BOLA Defense)",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_67_object_authorization",
      "description": "Guards against OWASP API1: Broken Object Level Authorization.",
      "capabilities": [],
      "tags": [
        "object_authorization",
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_67_object_authorization",
      "framework": "python"
    },
    {
      "id": "mod_68_property_authorization",
      "number": 68,
      "name": "Module 68: Property-Level Authorization (BOPLA Defense)",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_68_property_authorization",
      "description": "Guards against OWASP API3: Broken Object Property Level Authorization.",
      "capabilities": [],
      "tags": [
        "property_authorization",
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_68_property_authorization",
      "framework": "python"
    },
    {
      "id": "mod_69_function_authorization",
      "number": 69,
      "name": "Module 69: Function-Level Authorization",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_69_function_authorization",
      "description": "Guards against OWASP API5: Broken Function Level Authorization.",
      "capabilities": [],
      "tags": [
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "function_authorization",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_69_function_authorization",
      "framework": "python"
    },
    {
      "id": "mod_70_admin_security",
      "number": 70,
      "name": "Module 70: Admin Security Module",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_70_admin_security",
      "description": "Hardens internal management dashboards:",
      "capabilities": [
        "Mandatory MFA / WebAuthn Passkeys",
        "Maximum 15-minute idle session timeout",
        "Step-up re-authentication required for destructive operations (drop DB, refund, price change)"
      ],
      "tags": [
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "admin_security",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_70_admin_security",
      "framework": "python"
    },
    {
      "id": "mod_71_break_glass_access",
      "number": 71,
      "name": "Module 71: Break-Glass Access",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_71_break_glass_access",
      "description": "Emergency elevated access protocol:",
      "capabilities": [
        "Temporary time-bounded access (maximum 1 hour)",
        "Requires explicit justification and dual authorization",
        "Generates immutable audit log"
      ],
      "tags": [
        "admin-security",
        "break-glass",
        "secrets",
        "break_glass_access",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_71_break_glass_access",
      "framework": "python"
    },
    {
      "id": "mod_72_secrets_management",
      "number": 72,
      "name": "Module 72: Secrets Management",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_72_secrets_management",
      "description": "Enforces zero secrets in source code, APKs, or IPAs:",
      "capabilities": [
        "Integration with AWS Secrets Manager / HashiCorp Vault / GCP Secret Manager",
        "Client receives only ephemeral, scoped tokens"
      ],
      "tags": [
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "secrets_management",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_72_secrets_management",
      "framework": "python"
    },
    {
      "id": "mod_73_secret_rotation",
      "number": 73,
      "name": "Module 73: Secret Rotation",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_73_secret_rotation",
      "description": "Tracks secret age, rotation schedule, and automated revocation:",
      "capabilities": [
        "Maximum secret lifespan: 90 days",
        "Automated alerts when secrets exceed 75 days without rotation"
      ],
      "tags": [
        "secret_rotation",
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_73_secret_rotation",
      "framework": "python"
    },
    {
      "id": "mod_74_key_management",
      "number": 74,
      "name": "Module 74: Key Management Module",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_74_key_management",
      "description": "Separates cryptographic keys by purpose:",
      "capabilities": [
        "Data Encryption Keys (DEK)",
        "Key Encryption Keys (KEK)",
        "App Signing Keys",
        "Webhook Signing Keys",
        "OAuth Client Secrets"
      ],
      "tags": [
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "key_management",
        "rotation",
        "threat-modeling",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_74_key_management",
      "framework": "python"
    },
    {
      "id": "mod_75_database_security",
      "number": 75,
      "name": "Module 75: Database Security Module",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_75_database_security",
      "description": "Database hardening rules:",
      "capabilities": [
        "TLS enforced on all connections",
        "Least-privileged database user roles (read-only replicas, write-only queues)",
        "Query timeout enforced (5000ms max)"
      ],
      "tags": [
        "admin-security",
        "break-glass",
        "secrets",
        "database_security",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_75_database_security",
      "framework": "python"
    },
    {
      "id": "mod_76_database_tenancy",
      "number": 76,
      "name": "Module 76: Database Tenancy Isolation",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_76_database_tenancy",
      "description": "Ensures complete logical or physical isolation for all 100+ apps:",
      "capabilities": [
        "App A's backend and database cannot query App B's tables"
      ],
      "tags": [
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "database_tenancy",
        "rotation",
        "threat-modeling",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_76_database_tenancy",
      "framework": "python"
    },
    {
      "id": "mod_77_backup_recovery",
      "number": 77,
      "name": "Module 77: Backup & Disaster Recovery Verification",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_77_backup_recovery",
      "description": "> \"A backup that has never been successfully restored is not a proven backup.\"",
      "capabilities": [],
      "tags": [
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "backup_recovery",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_77_backup_recovery",
      "framework": "python"
    },
    {
      "id": "mod_78_disaster_recovery",
      "number": 78,
      "name": "Module 78: Disaster Recovery (RPO / RTO)",
      "category": "zero_trust_and_data_security",
      "platform": "python",
      "path": "apps/modules/mod_78_disaster_recovery",
      "description": "Defines and audits Recovery Point Objective (RPO) and Recovery Time Objective (RTO):",
      "capabilities": [
        "Target RPO: <= 15 minutes",
        "Target RTO: <= 60 minutes"
      ],
      "tags": [
        "disaster_recovery",
        "admin-security",
        "break-glass",
        "secrets",
        "zero-trust",
        "authz",
        "kms",
        "backup",
        "tenancy",
        "rotation",
        "threat-modeling",
        "vault",
        "dr",
        "database-security"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_78_disaster_recovery",
      "framework": "python"
    },
    {
      "id": "mod_79_multi_region",
      "number": 79,
      "name": "Module 79: Multi-Region / Availability Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_79_multi_region",
      "description": "Orchestrates multi-region failover and CDN edge caching for 1M+ user scale:",
      "capabilities": [
        "Edge caching for static assets",
        "Health checks with automatic failover between Primary and Secondary regions"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "multi_region",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_79_multi_region",
      "framework": "python"
    },
    {
      "id": "mod_80_autoscaling",
      "number": 80,
      "name": "Module 80: Autoscaling Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_80_autoscaling",
      "description": "Multi-metric autoscaler for backend containers:",
      "capabilities": [
        "Scales on: CPU, Memory, Requests/Sec, Queue Depth, DB Connection Pool Saturation"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_80_autoscaling",
      "framework": "python"
    },
    {
      "id": "mod_81_load_shedding",
      "number": 81,
      "name": "Module 81: Load Shedding Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_81_load_shedding",
      "description": "Under extreme traffic spikes (>95% capacity), gracefully degrades non-critical features:",
      "capabilities": [
        "Disables expensive AI generation & video rendering",
        "Preserves authentication, reads, and core data operations"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity",
        "load_shedding"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_81_load_shedding",
      "framework": "python"
    },
    {
      "id": "mod_82_circuit_breaker",
      "number": 82,
      "name": "Module 82: Circuit Breaker Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_82_circuit_breaker",
      "description": "Prevents cascading outages when external providers fail (OpenAI, Stripe, Firebase):",
      "capabilities": [
        "States: `CLOSED` (Normal), `OPEN` (Tripped - fast fail), `HALF_OPEN` (Trial recovery)"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit_breaker",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_82_circuit_breaker",
      "framework": "python"
    },
    {
      "id": "mod_83_retry_idempotency",
      "number": 83,
      "name": "Module 83: Retry Safety & Idempotency",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_83_retry_idempotency",
      "description": "Prevents double-charging, duplicate orders, or double-spent AI credits:",
      "capabilities": [
        "Mandates `Idempotency-Key` header on all mutating POST/PUT requests",
        "Returns cached response if idempotency key has already been processed"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "retry_idempotency",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_83_retry_idempotency",
      "framework": "python"
    },
    {
      "id": "mod_84_rate_limiting_matrix",
      "number": 84,
      "name": "Module 84: Rate-Limiting Matrix",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_84_rate_limiting_matrix",
      "description": "Multi-dimensional rate limiting:",
      "capabilities": [
        "Login: 10 attempts / 10 min per IP",
        "AI Generation: 20 requests / min per User",
        "File Upload: 5 uploads / min per Device",
        "Password Reset: 3 requests / hour per Account"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "rate_limiting_matrix",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_84_rate_limiting_matrix",
      "framework": "python"
    },
    {
      "id": "mod_85_abuse_prevention",
      "number": 85,
      "name": "Module 85: Abuse-Prevention Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_85_abuse_prevention",
      "description": "Detects non-hacking abuse:",
      "capabilities": [
        "Credential stuffing",
        "Referral farming (multiple accounts using same device fingerprint)",
        "Coupon & promotional credit abuse"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "abuse_prevention",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_85_abuse_prevention",
      "framework": "python"
    },
    {
      "id": "mod_86_bot_defense",
      "number": 86,
      "name": "Module 86: Bot / Automation Defense",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_86_bot_defense",
      "description": "Selective friction engine:",
      "capabilities": [
        "Never puts CAPTCHAs everywhere",
        "Evaluates device integrity signals, request timing velocity, and headless browser signatures"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "bot_defense",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_86_bot_defense",
      "framework": "python"
    },
    {
      "id": "mod_87_replay_protection",
      "number": 87,
      "name": "Module 87: Replay-Attack Protection",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_87_replay_protection",
      "description": "Guards against captured request replay:",
      "capabilities": [
        "Nonce verification with sliding timestamp window (300 seconds)"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "replay_protection",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_87_replay_protection",
      "framework": "python"
    },
    {
      "id": "mod_88_session_security",
      "number": 88,
      "name": "Module 88: Session Security Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_88_session_security",
      "description": "Multi-device session manager:",
      "capabilities": [
        "Session listing, remote revocation, and automatic logout of all devices on password change"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "session_security",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_88_session_security",
      "framework": "python"
    },
    {
      "id": "mod_89_token_security",
      "number": 89,
      "name": "Module 89: Token Security Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_89_token_security",
      "description": "Cryptographic token lifecycle:",
      "capabilities": [
        "Access tokens: 15-minute lifespan",
        "Refresh tokens: Rotated on every use; reuse detection revokes entire token family"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "token_security",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_89_token_security",
      "framework": "python"
    },
    {
      "id": "mod_90_device_secure_storage",
      "number": 90,
      "name": "Module 90: Device-Side Secure Storage",
      "category": "scale_abuse_and_integrity",
      "platform": "flutter",
      "path": "apps/modules/mod_90_device_secure_storage",
      "description": "Hardware-backed secure storage:",
      "capabilities": [
        "Android: EncryptedSharedPreferences with Android Keystore 256-bit AES-GCM",
        "iOS: Keychain Services with `kSecAttrAccessibleAfterFirstUnlockThisDeviceOnly`"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "device_secure_storage",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_90_device_secure_storage",
      "framework": "flutter"
    },
    {
      "id": "mod_91_app_integrity",
      "number": 91,
      "name": "Module 91: App Integrity Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_91_app_integrity",
      "description": "Server-side verification of mobile environment attestation:",
      "capabilities": [
        "Google Play Integrity API",
        "Apple App Attest / DeviceCheck",
        "Backend rejects requests if binary or device integrity fails"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "app_integrity",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_91_app_integrity",
      "framework": "python"
    },
    {
      "id": "mod_92_tamper_resilience",
      "number": 92,
      "name": "Module 92: Tamper & Reverse-Engineering Resilience",
      "category": "scale_abuse_and_integrity",
      "platform": "flutter",
      "path": "apps/modules/mod_92_tamper_resilience",
      "description": "Multi-layered client-side defense:",
      "capabilities": [
        "Debugger detection (`ptrace` / `sysctl`)",
        "Root & Jailbreak file indicators",
        "Integrity signals forwarded to backend for risk scoring"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "tamper_resilience",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_92_tamper_resilience",
      "framework": "flutter"
    },
    {
      "id": "mod_93_network_security",
      "number": 93,
      "name": "Module 93: Network Security Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_93_network_security",
      "description": "Enforces TLS 1.3, strict certificate validation, WebSocket security, and absolute ban on cleartext HTTP traffic.",
      "capabilities": [],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "network_security",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_93_network_security",
      "framework": "python"
    },
    {
      "id": "mod_94_webhook_security",
      "number": 94,
      "name": "Module 94: Webhook Security Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_94_webhook_security",
      "description": "Hardens webhook receivers (Stripe, RevenueCat, Firebase):",
      "capabilities": [
        "HMAC SHA-256 signature verification",
        "Max timestamp drift: 300 seconds",
        "Webhook idempotency ledger"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "webhook_security",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_94_webhook_security",
      "framework": "python"
    },
    {
      "id": "mod_95_file_upload_security",
      "number": 95,
      "name": "Module 95: File-Upload Security Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_95_file_upload_security",
      "description": "Never trusts extension or `Content-Type`:",
      "capabilities": [
        "Inspects magic bytes (JPEG: `FF D8 FF`, PNG: `89 50 4E 47`, PDF: `25 50 44 46`)",
        "Generates randomized UUID filenames",
        "Direct upload via presigned S3/GCS URLs with 15-minute expiration"
      ],
      "tags": [
        "multi-region",
        "bot-defense",
        "file_upload_security",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_95_file_upload_security",
      "framework": "python"
    },
    {
      "id": "mod_96_ssrf_protection",
      "number": 96,
      "name": "Module 96: SSRF Protection Module",
      "category": "scale_abuse_and_integrity",
      "platform": "python",
      "path": "apps/modules/mod_96_ssrf_protection",
      "description": "Guards against OWASP API7: Server-Side Request Forgery.",
      "capabilities": [],
      "tags": [
        "multi-region",
        "bot-defense",
        "abuse-prevention",
        "session-security",
        "keystore",
        "webhook-security",
        "circuit-breaker",
        "idempotency",
        "autoscaling",
        "load-shedding",
        "rate-limiting",
        "ssrf",
        "app-integrity",
        "ssrf_protection"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_96_ssrf_protection",
      "framework": "python"
    },
    {
      "id": "mod_97_input_security",
      "number": 97,
      "name": "Module 97: Input Security Module",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_97_input_security",
      "description": "Comprehensive input validation firewall:",
      "capabilities": [
        "SQL injection",
        "NoSQL injection",
        "Command injection",
        "Path traversal",
        "Prompt injection defense for LLMs"
      ],
      "tags": [
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input_security",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_97_input_security",
      "framework": "python"
    },
    {
      "id": "mod_98_output_security",
      "number": 98,
      "name": "Module 98: Output Security Module",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_98_output_security",
      "description": "Production response shaping:",
      "capabilities": [
        "Scrubs password hashes, internal database IDs, stack traces, and cloud provider metadata from all JSON responses."
      ],
      "tags": [
        "anti-xss",
        "output_security",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_98_output_security",
      "framework": "python"
    },
    {
      "id": "mod_99_error_leak_prevention",
      "number": 99,
      "name": "Module 99: Error-Leak Prevention",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_99_error_leak_prevention",
      "description": "Ensures production errors return a generic message + UUID correlation ID:",
      "capabilities": [],
      "tags": [
        "anti-xss",
        "error_leak_prevention",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_99_error_leak_prevention",
      "framework": "python"
    },
    {
      "id": "mod_100_security_logging",
      "number": 100,
      "name": "Module 100: Security Logging Module",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_100_security_logging",
      "description": "Structured JSON logging for security events:",
      "capabilities": [
        "Login success / failure",
        "Password reset",
        "Privilege changes",
        "Rate limit triggers",
        "Never logs raw passwords, full credit card numbers, or auth tokens."
      ],
      "tags": [
        "anti-xss",
        "reproducible-builds",
        "security_logging",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_100_security_logging",
      "framework": "python"
    },
    {
      "id": "mod_101_audit_log_system",
      "number": 101,
      "name": "Module 101: Audit Log System",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_101_audit_log_system",
      "description": "Immutable audit ledger:",
      "capabilities": [],
      "tags": [
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "audit_log_system",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_101_audit_log_system",
      "framework": "python"
    },
    {
      "id": "mod_102_security_monitoring_siem",
      "number": 102,
      "name": "Module 102: Security Monitoring / SIEM",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "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).",
      "capabilities": [],
      "tags": [
        "anti-xss",
        "reproducible-builds",
        "security_monitoring_siem",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_102_security_monitoring_siem",
      "framework": "python"
    },
    {
      "id": "mod_103_security_alerting",
      "number": 103,
      "name": "Module 103: Security Alerting Module",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_103_security_alerting",
      "description": "Multi-channel alerting (Slack, PagerDuty, Email) when security thresholds are breached.",
      "capabilities": [],
      "tags": [
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "security_alerting",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_103_security_alerting",
      "framework": "python"
    },
    {
      "id": "mod_104_incident_response",
      "number": 104,
      "name": "Module 104: Incident Response Module",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_104_incident_response",
      "description": "Step-by-step incident response playbook:",
      "capabilities": [],
      "tags": [
        "incident_response",
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_104_incident_response",
      "framework": "python"
    },
    {
      "id": "mod_105_emergency_controls",
      "number": 105,
      "name": "Module 105: Automatic Emergency Controls",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_105_emergency_controls",
      "description": "Remotely freeze operations in case of an attack:",
      "capabilities": [
        "Disable AI generation",
        "Freeze payments",
        "Block abusive IP/account",
        "Force user re-authentication"
      ],
      "tags": [
        "emergency_controls",
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_105_emergency_controls",
      "framework": "python"
    },
    {
      "id": "mod_106_force_upgrade",
      "number": 106,
      "name": "Module 106: Force-Upgrade System",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_106_force_upgrade",
      "description": "Protects users against critical client vulnerabilities:",
      "capabilities": [
        "`min_supported_version`: Hard block if older",
        "`recommended_version`: Soft prompt",
        "`blocked_versions`: Explicit list of revoked releases"
      ],
      "tags": [
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "force_upgrade",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_106_force_upgrade",
      "framework": "python"
    },
    {
      "id": "mod_107_remote_kill_switch",
      "number": 107,
      "name": "Module 107: Remote Kill Switch",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_107_remote_kill_switch",
      "description": "Secure remote feature toggles:",
      "capabilities": [
        "Kill switches must be authenticated via dual-operator signatures",
        "Cached locally with TTL fallback"
      ],
      "tags": [
        "anti-xss",
        "remote_kill_switch",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_107_remote_kill_switch",
      "framework": "python"
    },
    {
      "id": "mod_108_supply_chain_security",
      "number": 108,
      "name": "Module 108: Supply-Chain Security",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_108_supply_chain_security",
      "description": "Audits dependencies across all 60+ modules:",
      "capabilities": [
        "Checksum lockfile verification (`pubspec.lock`, `package-lock.json`, `poetry.lock`)",
        "Automated CVE vulnerability scanning"
      ],
      "tags": [
        "supply_chain_security",
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_108_supply_chain_security",
      "framework": "python"
    },
    {
      "id": "mod_109_sbom_generator",
      "number": 109,
      "name": "Module 109: Software Bill of Materials (SBOM)",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_109_sbom_generator",
      "description": "Generates CycloneDX / SPDX SBOM JSON for every production build:",
      "capabilities": [
        "Documents all direct & transitive dependencies, licenses, and hashes"
      ],
      "tags": [
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "sbom_generator",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_109_sbom_generator",
      "framework": "python"
    },
    {
      "id": "mod_110_dependency_policy",
      "number": 110,
      "name": "Module 110: Dependency Policy & Evaluation",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_110_dependency_policy",
      "description": "Pre-install vetting for new packages:",
      "capabilities": [
        "License check (MIT, Apache 2.0, BSD allowed; GPL/AGPL rejected)",
        "Maintainer activity within last 12 months"
      ],
      "tags": [
        "anti-xss",
        "dependency_policy",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_110_dependency_policy",
      "framework": "python"
    },
    {
      "id": "mod_111_secure_build_env",
      "number": 111,
      "name": "Module 111: Secure Build Environment",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_111_secure_build_env",
      "description": "Hardens CI/CD runners:",
      "capabilities": [
        "Ephemeral containers with zero persistent storage",
        "Secrets injected only into environment memory, never written to disk"
      ],
      "tags": [
        "secure_build_env",
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_111_secure_build_env",
      "framework": "python"
    },
    {
      "id": "mod_112_reproducible_builds",
      "number": 112,
      "name": "Module 112: Reproducible Builds",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_112_reproducible_builds",
      "description": "Addresses OWASP MASWE: Non-reproducible builds.",
      "capabilities": [],
      "tags": [
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "reproducible_builds",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_112_reproducible_builds",
      "framework": "python"
    },
    {
      "id": "mod_113_artifact_signing",
      "number": 113,
      "name": "Module 113: Artifact Signing & Provenance",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_113_artifact_signing",
      "description": "Signs production artifacts with SHA-256 and records build provenance (Git commit, build ID, signer identity).",
      "capabilities": [],
      "tags": [
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "artifact_signing",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_113_artifact_signing",
      "framework": "python"
    },
    {
      "id": "mod_114_cicd_security",
      "number": 114,
      "name": "Module 114: CI/CD Pipeline Security",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_114_cicd_security",
      "description": "Prevents pipeline poisoning:",
      "capabilities": [
        "Step-level least-privilege permissions (`permissions: read-all`)",
        "Secrets masked in console output"
      ],
      "tags": [
        "anti-xss",
        "cicd_security",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_114_cicd_security",
      "framework": "python"
    },
    {
      "id": "mod_115_branch_protection",
      "number": 115,
      "name": "Module 115: Git Branch Protection",
      "category": "io_security_and_supply_chain",
      "platform": "python",
      "path": "apps/modules/mod_115_branch_protection",
      "description": "Enforces GitHub branch protection policies:",
      "capabilities": [
        "Mandatory PR reviews",
        "Passing status checks (SAST, Tests, Linter)",
        "Signed commits required"
      ],
      "tags": [
        "anti-xss",
        "reproducible-builds",
        "audit-log",
        "alerting",
        "kill-switch",
        "sbom",
        "branch_protection",
        "siem",
        "signing",
        "branch-protection",
        "input-sanitization",
        "anti-sqli"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_115_branch_protection",
      "framework": "python"
    },
    {
      "id": "mod_116_sast_scanner",
      "number": 116,
      "name": "Module 116: Static Application Security Testing (SAST)",
      "category": "compliance_and_sast_dast",
      "platform": "python",
      "path": "apps/modules/mod_116_sast_scanner",
      "description": "Scans Dart and Python code for hardcoded secrets, insecure random generators, and missing SSL checks.",
      "capabilities": [],
      "tags": [
        "gdpr",
        "ccpa",
        "sast_scanner",
        "maswe",
        "masvs",
        "privacy",
        "sast",
        "dast",
        "pentest",
        "data-retention"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_116_sast_scanner",
      "framework": "python"
    },
    {
      "id": "mod_117_dast_scanner",
      "number": 117,
      "name": "Module 117: Dynamic Application Security Testing (DAST)",
      "category": "compliance_and_sast_dast",
      "platform": "python",
      "path": "apps/modules/mod_117_dast_scanner",
      "description": "Automated API fuzzer testing for:",
      "capabilities": [
        "SQL injection payloads",
        "BOLA ID manipulation (`/api/v1/user/1` vs `/api/v1/user/2`)",
        "Rate limit thresholds"
      ],
      "tags": [
        "gdpr",
        "ccpa",
        "maswe",
        "masvs",
        "privacy",
        "sast",
        "dast",
        "pentest",
        "dast_scanner",
        "data-retention"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_117_dast_scanner",
      "framework": "python"
    },
    {
      "id": "mod_118_penetration_testing",
      "number": 118,
      "name": "Module 118: Penetration Testing",
      "category": "compliance_and_sast_dast",
      "platform": "python",
      "path": "apps/modules/mod_118_penetration_testing",
      "description": "Standard operating procedure & checklist for mobile and API penetration testing.",
      "capabilities": [],
      "tags": [
        "gdpr",
        "ccpa",
        "maswe",
        "masvs",
        "privacy",
        "sast",
        "penetration_testing",
        "dast",
        "pentest",
        "data-retention"
      ],
      "status": "production-ready",
      "has_tests": true,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_118_penetration_testing",
      "framework": "python"
    },
    {
      "id": "mod_119_owasp_masvs_test",
      "number": 119,
      "name": "Module 119: OWASP MASVS / MASTG / MASWE Test Suite",
      "category": "compliance_and_sast_dast",
      "platform": "python",
      "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).",
      "capabilities": [],
      "tags": [
        "gdpr",
        "ccpa",
        "maswe",
        "masvs",
        "privacy",
        "sast",
        "dast",
        "pentest",
        "data-retention",
        "owasp_masvs_test"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_119_owasp_masvs_test",
      "framework": "python"
    },
    {
      "id": "mod_120_privacy_engineering",
      "number": 120,
      "name": "Module 120: Privacy Engineering & Data Mapping",
      "category": "compliance_and_sast_dast",
      "platform": "python",
      "path": "apps/modules/mod_120_privacy_engineering",
      "description": "Maintains an automated data map:",
      "capabilities": [],
      "tags": [
        "gdpr",
        "ccpa",
        "maswe",
        "masvs",
        "privacy",
        "sast",
        "privacy_engineering",
        "dast",
        "pentest",
        "data-retention"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_120_privacy_engineering",
      "framework": "python"
    },
    {
      "id": "mod_121_data_classification",
      "number": 121,
      "name": "Module 121: Data Classification",
      "category": "compliance_and_sast_dast",
      "platform": "python",
      "path": "apps/modules/mod_121_data_classification",
      "description": "Classifies all data into 5 tiers:",
      "capabilities": [],
      "tags": [
        "gdpr",
        "ccpa",
        "data_classification",
        "maswe",
        "masvs",
        "privacy",
        "sast",
        "dast",
        "pentest",
        "data-retention"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_121_data_classification",
      "framework": "python"
    },
    {
      "id": "mod_122_data_retention_engine",
      "number": 122,
      "name": "Module 122: Data Retention Engine",
      "category": "compliance_and_sast_dast",
      "platform": "python",
      "path": "apps/modules/mod_122_data_retention_engine",
      "description": "Automates scheduled data purging:",
      "capabilities": [
        "Access logs: purged after 90 days",
        "Soft-deleted accounts: purged after 30 days",
        "Temporary upload files: purged after 24 hours"
      ],
      "tags": [
        "gdpr",
        "ccpa",
        "maswe",
        "masvs",
        "privacy",
        "sast",
        "data_retention_engine",
        "dast",
        "pentest",
        "data-retention"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_122_data_retention_engine",
      "framework": "python"
    },
    {
      "id": "mod_123_account_deletion_pipeline",
      "number": 123,
      "name": "Module 123: Account-Deletion Pipeline",
      "category": "compliance_and_sast_dast",
      "platform": "python",
      "path": "apps/modules/mod_123_account_deletion_pipeline",
      "description": "Apple Guideline 5.1.1 & GDPR Article 17 (Right to Erasure) compliant pipeline:",
      "capabilities": [],
      "tags": [
        "gdpr",
        "ccpa",
        "account_deletion_pipeline",
        "maswe",
        "masvs",
        "privacy",
        "sast",
        "dast",
        "pentest",
        "data-retention"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_123_account_deletion_pipeline",
      "framework": "python"
    },
    {
      "id": "mod_124_child_age_safety",
      "number": 124,
      "name": "Module 124: Child & Age Safety",
      "category": "compliance_and_sast_dast",
      "platform": "python",
      "path": "apps/modules/mod_124_child_age_safety",
      "description": "COPPA & Age-Appropriate Design Code (AADC) compliance:",
      "capabilities": [
        "Age gate before registration",
        "No behavioral ads or tracking for users under 13"
      ],
      "tags": [
        "gdpr",
        "ccpa",
        "maswe",
        "masvs",
        "privacy",
        "sast",
        "child_age_safety",
        "dast",
        "pentest",
        "data-retention"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_124_child_age_safety",
      "framework": "python"
    },
    {
      "id": "mod_125_compliance_engine",
      "number": 125,
      "name": "Module 125: Regulatory & Store Compliance Engine",
      "category": "compliance_and_sast_dast",
      "platform": "python",
      "path": "apps/modules/mod_125_compliance_engine",
      "description": "Continuously audits compliance:",
      "capabilities": [
        "Google Play Data Safety",
        "Apple App Privacy Nutrition Labels",
        "GDPR / CCPA privacy policies"
      ],
      "tags": [
        "gdpr",
        "ccpa",
        "maswe",
        "masvs",
        "privacy",
        "sast",
        "dast",
        "pentest",
        "compliance_engine",
        "data-retention"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_125_compliance_engine",
      "framework": "python"
    },
    {
      "id": "mod_126_third_party_risk",
      "number": 126,
      "name": "Module 126: Third-Party Risk Module",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_126_third_party_risk",
      "description": "Audits all external SaaS & SDK integrations (OpenAI, Stripe, Firebase, Mixpanel):",
      "capabilities": [
        "Documents data egress, country of processing, and compliance posture."
      ],
      "tags": [
        "isolation",
        "third_party_risk",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_126_third_party_risk",
      "framework": "python"
    },
    {
      "id": "mod_127_third_party_isolation",
      "number": 127,
      "name": "Module 127: Third-Party Failure Isolation",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "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.",
      "capabilities": [],
      "tags": [
        "isolation",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "third_party_isolation",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_127_third_party_isolation",
      "framework": "python"
    },
    {
      "id": "mod_128_cost_abuse_protection",
      "number": 128,
      "name": "Module 128: Cost-Abuse Protection",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_128_cost_abuse_protection",
      "description": "Hard limits to prevent massive cloud/AI bills:",
      "capabilities": [
        "Per-user daily cost caps ($1.00/day for free users, $15.00/day for pro users)",
        "Global kill-switch when daily spend reaches $500.00"
      ],
      "tags": [
        "isolation",
        "cost_abuse_protection",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_128_cost_abuse_protection",
      "framework": "python"
    },
    {
      "id": "mod_129_billing_anomaly_detection",
      "number": 129,
      "name": "Module 129: Billing Anomaly Detection",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "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).",
      "capabilities": [],
      "tags": [
        "isolation",
        "third-party-risk",
        "billing_anomaly_detection",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_129_billing_anomaly_detection",
      "framework": "python"
    },
    {
      "id": "mod_130_cache_security",
      "number": 130,
      "name": "Module 130: Cache Security",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_130_cache_security",
      "description": "Guards Redis / Memcached against cross-user cache contamination:",
      "capabilities": [
        "Prefixes all keys with `tenant_id:user_id:`",
        "Enforces TTL on all cached records"
      ],
      "tags": [
        "cache_security",
        "isolation",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_130_cache_security",
      "framework": "python"
    },
    {
      "id": "mod_131_queue_security",
      "number": 131,
      "name": "Module 131: Queue Security",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_131_queue_security",
      "description": "Protects message queues (RabbitMQ / SQS / Redis Streams):",
      "capabilities": [
        "Message signature verification",
        "Poison pill dead-letter queue (DLQ) after 3 failed attempts"
      ],
      "tags": [
        "isolation",
        "queue_security",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_131_queue_security",
      "framework": "python"
    },
    {
      "id": "mod_132_job_idempotency",
      "number": 132,
      "name": "Module 132: Job Idempotency",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_132_job_idempotency",
      "description": "Ensures background workers never process duplicate tasks (e.g. sending 2 emails, processing 2 invoices).",
      "capabilities": [],
      "tags": [
        "isolation",
        "job_idempotency",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_132_job_idempotency",
      "framework": "python"
    },
    {
      "id": "mod_133_observability_pillars",
      "number": 133,
      "name": "Module 133: Observability Pillars",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_133_observability_pillars",
      "description": "Unified telemetry engine:",
      "capabilities": [
        "Structured JSON Logs",
        "Prometheus / Datadog Metrics",
        "OpenTelemetry Distributed Traces"
      ],
      "tags": [
        "isolation",
        "third-party-risk",
        "observability_pillars",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_133_observability_pillars",
      "framework": "python"
    },
    {
      "id": "mod_134_distributed_tracing",
      "number": 134,
      "name": "Module 134: Distributed Tracing",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_134_distributed_tracing",
      "description": "Propagates `traceparent` and correlation IDs across Flutter -> API Gateway -> Backend -> Database.",
      "capabilities": [],
      "tags": [
        "isolation",
        "distributed_tracing",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_134_distributed_tracing",
      "framework": "python"
    },
    {
      "id": "mod_135_db_performance_engine",
      "number": 135,
      "name": "Module 135: Database Performance Engine",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_135_db_performance_engine",
      "description": "Optimized for 1M user scale:",
      "capabilities": [
        "Connection pooling limits (max 20 per pod)",
        "Slow query threshold logger (> 200ms)",
        "Mandatory index verification on foreign keys"
      ],
      "tags": [
        "isolation",
        "db_performance_engine",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_135_db_performance_engine",
      "framework": "python"
    },
    {
      "id": "mod_136_pagination_guard",
      "number": 136,
      "name": "Module 136: Pagination & Query Limits",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_136_pagination_guard",
      "description": "Never permits unbounded `SELECT *`:",
      "capabilities": [
        "Mandatory cursor pagination",
        "Hard limit of 100 items per page"
      ],
      "tags": [
        "isolation",
        "pagination_guard",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_136_pagination_guard",
      "framework": "python"
    },
    {
      "id": "mod_137_search_abuse_guard",
      "number": 137,
      "name": "Module 137: Search Abuse Protection",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_137_search_abuse_guard",
      "description": "Protects search endpoints against ReDoS and resource exhaustion:",
      "capabilities": [
        "Max query length: 100 characters",
        "Rejects wildcards at query start (`*query`)"
      ],
      "tags": [
        "isolation",
        "third-party-risk",
        "search_abuse_guard",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_137_search_abuse_guard",
      "framework": "python"
    },
    {
      "id": "mod_138_api_versioning",
      "number": 138,
      "name": "Module 138: API Versioning & Deprecation",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_138_api_versioning",
      "description": "Manages API lifecycle:",
      "capabilities": [
        "Returns `Sunset: <date>` and `Deprecation: true` HTTP headers for deprecated endpoints."
      ],
      "tags": [
        "api_versioning",
        "isolation",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_138_api_versioning",
      "framework": "python"
    },
    {
      "id": "mod_139_api_inventory",
      "number": 139,
      "name": "Module 139: API Inventory & Shadow Endpoint Detection",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_139_api_inventory",
      "description": "OWASP API9 compliance:",
      "capabilities": [
        "Catalog of all registered production endpoints",
        "Automated alerts if traffic is observed on unregistered endpoints."
      ],
      "tags": [
        "isolation",
        "third-party-risk",
        "api_inventory",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_139_api_inventory",
      "framework": "python"
    },
    {
      "id": "mod_140_edge_security_headers",
      "number": 140,
      "name": "Module 140: Edge Security Headers",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_140_edge_security_headers",
      "description": "Injects industry-standard HTTP security headers:",
      "capabilities": [
        "`Strict-Transport-Security: max-age=63072000; includeSubDomains; preload`",
        "`X-Content-Type-Options: nosniff`",
        "`X-Frame-Options: DENY`",
        "`Content-Security-Policy: default-src 'none'`"
      ],
      "tags": [
        "isolation",
        "edge_security_headers",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_140_edge_security_headers",
      "framework": "python"
    },
    {
      "id": "mod_141_ddos_resilience",
      "number": 141,
      "name": "Module 141: DDoS Resilience",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_141_ddos_resilience",
      "description": "Cloudflare / AWS Shield edge defense:",
      "capabilities": [
        "Layer 7 rate-shedding rules",
        "Blocks geo-IP anomalies and known malicious autonomous systems (ASNs)"
      ],
      "tags": [
        "isolation",
        "ddos_resilience",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_141_ddos_resilience",
      "framework": "python"
    },
    {
      "id": "mod_142_network_segmentation",
      "number": 142,
      "name": "Module 142: Network Segmentation",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_142_network_segmentation",
      "description": "VPC 3-tier network topology:",
      "capabilities": [],
      "tags": [
        "isolation",
        "third-party-risk",
        "network_segmentation",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_142_network_segmentation",
      "framework": "python"
    },
    {
      "id": "mod_143_cloud_iam",
      "number": 143,
      "name": "Module 143: Cloud IAM Least Privilege",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_143_cloud_iam",
      "description": "Generates least-privilege IAM policies:",
      "capabilities": [
        "Application pods receive only read access to specific S3 buckets",
        "Zero wildcard `*` permissions"
      ],
      "tags": [
        "isolation",
        "cloud_iam",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_143_cloud_iam",
      "framework": "python"
    },
    {
      "id": "mod_144_environment_isolation",
      "number": 144,
      "name": "Module 144: Environment Isolation",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_144_environment_isolation",
      "description": "Strict audit preventing dev/staging from communicating with production databases or buckets.",
      "capabilities": [],
      "tags": [
        "isolation",
        "environment_isolation",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_144_environment_isolation",
      "framework": "python"
    },
    {
      "id": "mod_145_production_data_protection",
      "number": 145,
      "name": "Module 145: Production Data Protection",
      "category": "cloud_iam_and_observability",
      "platform": "python",
      "path": "apps/modules/mod_145_production_data_protection",
      "description": "Never dumps real customer records into developer laptops:",
      "capabilities": [
        "Synthetic test data generator producing realistic mock users and transactions."
      ],
      "tags": [
        "isolation",
        "third-party-risk",
        "distributed-tracing",
        "cloud-iam",
        "production_data_protection",
        "synthetic-monitoring",
        "segmentation",
        "cost-control"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_145_production_data_protection",
      "framework": "python"
    },
    {
      "id": "mod_146_support_tool_security",
      "number": 146,
      "name": "Module 146: Support-Tool Security",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_146_support_tool_security",
      "description": "Hardens customer support dashboards:",
      "capabilities": [
        "Masks PII (emails masked as `j***@gmail.com`, phone numbers as `+1 ***-***-1234`)",
        "Support agents cannot view raw passwords or execute arbitrary database updates."
      ],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "support_tool_security",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_146_support_tool_security",
      "framework": "python"
    },
    {
      "id": "mod_147_social_engineering_defense",
      "number": 147,
      "name": "Module 147: Social-Engineering Defense",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_147_social_engineering_defense",
      "description": "Standard operating procedure for account recovery:",
      "capabilities": [
        "Mandates out-of-band identity verification before password reset or email changes."
      ],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "social_engineering_defense",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_147_social_engineering_defense",
      "framework": "python"
    },
    {
      "id": "mod_148_fraud_detection",
      "number": 148,
      "name": "Module 148: Fraud Detection",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_148_fraud_detection",
      "description": "Flags high-risk transactions:",
      "capabilities": [
        "Payment velocity checks (> 3 failed card attempts in 10 minutes)",
        "Disposable email domain blocking"
      ],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "rollback",
        "scorecard",
        "fraud_detection",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_148_fraud_detection",
      "framework": "python"
    },
    {
      "id": "mod_149_release_rollback",
      "number": 149,
      "name": "Module 149: Release Rollback System",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_149_release_rollback",
      "description": "1-command atomic rollback:",
      "capabilities": [
        "Reverts Kubernetes / Docker container tags to prior known-good SHA within 30 seconds."
      ],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "rollback",
        "scorecard",
        "release_rollback",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_149_release_rollback",
      "framework": "python"
    },
    {
      "id": "mod_150_canary_releases",
      "number": 150,
      "name": "Module 150: Canary Releases",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_150_canary_releases",
      "description": "Progressive rollout engine:",
      "capabilities": [
        "Steps: 1% -> 5% -> 25% -> 50% -> 100%",
        "Automated rollback if canary error rate exceeds 0.5%"
      ],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "canary_releases",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_150_canary_releases",
      "framework": "python"
    },
    {
      "id": "mod_151_feature_gated_migrations",
      "number": 151,
      "name": "Module 151: Feature-Gated Migrations",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_151_feature_gated_migrations",
      "description": "Dual-schema backward compatibility:",
      "capabilities": [
        "Phase 1: Add new column (nullable)",
        "Phase 2: Dual-write from new app version",
        "Phase 3: Backfill old rows",
        "Phase 4: Make column non-null"
      ],
      "tags": [
        "feature_gated_migrations",
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_151_feature_gated_migrations",
      "framework": "python"
    },
    {
      "id": "mod_152_security_regression_suite",
      "number": 152,
      "name": "Module 152: Security Regression Suite",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_152_security_regression_suite",
      "description": "> \"A vulnerability should never be fixed only once.\"",
      "capabilities": [],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "security_regression_suite",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_152_security_regression_suite",
      "framework": "python"
    },
    {
      "id": "mod_153_security_scorecard",
      "number": 153,
      "name": "Module 153: Security Scorecard per App",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_153_security_scorecard",
      "description": "14-dimension security scorecard release gate:",
      "capabilities": [],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "security_scorecard",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_153_security_scorecard",
      "framework": "python"
    },
    {
      "id": "mod_154_security_release_gate",
      "number": 154,
      "name": "Module 154: Security Release Gate",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_154_security_release_gate",
      "description": "Pipeline gatekeeper blocking production deployment unless 100% of critical security checks pass.",
      "capabilities": [],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "rollback",
        "scorecard",
        "1m-scale",
        "security_release_gate"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_154_security_release_gate",
      "framework": "python"
    },
    {
      "id": "mod_155_1m_user_scale_gate",
      "number": 155,
      "name": "Module 155: 1M User Scale Gate",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_155_1m_user_scale_gate",
      "description": "Simulates 10k, 50k, 100k, and 1M registered user loads:",
      "capabilities": [
        "Peak RPS capacity testing",
        "Database read/write IOPS under load"
      ],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "rollback",
        "scorecard",
        "1m-scale",
        "1m_user_scale_gate"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_155_1m_user_scale_gate",
      "framework": "python"
    },
    {
      "id": "mod_156_capacity_planning",
      "number": 156,
      "name": "Module 156: Capacity Planning Engine",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_156_capacity_planning",
      "description": "Calculates required compute pods, database storage, and egress bandwidth based on projected MAU.",
      "capabilities": [],
      "tags": [
        "capacity_planning",
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_156_capacity_planning",
      "framework": "python"
    },
    {
      "id": "mod_157_chaos_testing",
      "number": 157,
      "name": "Module 157: Chaos & Failure Testing",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_157_chaos_testing",
      "description": "Simulates real-world infrastructure failures:",
      "capabilities": [
        "Simulates sudden database dropouts",
        "Simulates Redis cache eviction",
        "Verifies system recovers automatically within 10 seconds"
      ],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "chaos_testing",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_157_chaos_testing",
      "framework": "python"
    },
    {
      "id": "mod_158_business_continuity",
      "number": 158,
      "name": "Module 158: Business Continuity Module",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_158_business_continuity",
      "description": "Playbooks for major external failures:",
      "capabilities": [
        "Cloud provider outage",
        "Stripe / RevenueCat payment gateway outage",
        "OpenAI / AI provider outage"
      ],
      "tags": [
        "business_continuity",
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_158_business_continuity",
      "framework": "python"
    },
    {
      "id": "mod_159_vulnerability_disclosure",
      "number": 159,
      "name": "Module 159: Vulnerability Disclosure Program (VDP)",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_159_vulnerability_disclosure",
      "description": "Provides standard `security.txt` and responsible disclosure guidelines for security researchers.",
      "capabilities": [],
      "tags": [
        "vulnerability_disclosure",
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_159_vulnerability_disclosure",
      "framework": "python"
    },
    {
      "id": "mod_160_security_patch_pipeline",
      "number": 160,
      "name": "Module 160: Security Patch Pipeline",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_160_security_patch_pipeline",
      "description": "Automates patching shared factory modules across all 100+ apps:",
      "capabilities": [],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "security_patch_pipeline",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_160_security_patch_pipeline",
      "framework": "python"
    },
    {
      "id": "mod_161_blast_radius_control",
      "number": 161,
      "name": "Module 161: Blast-Radius Control",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_161_blast_radius_control",
      "description": "Never auto-updates all 100 apps at once when a shared module changes:",
      "capabilities": [
        "Enforces semantic versioning on shared packages",
        "Gradual rollout of shared components to 5 canary apps before widespread deployment"
      ],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "blast_radius_control",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_161_blast_radius_control",
      "framework": "python"
    },
    {
      "id": "mod_162_factory_security_monitor",
      "number": 162,
      "name": "Module 162: Factory Security Monitor",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_162_factory_security_monitor",
      "description": "Central CLI & dashboard aggregating security posture across the 100-app portfolio:",
      "capabilities": [
        "Compliance status",
        "Expiring certificates & keystores",
        "Outdated dependencies"
      ],
      "tags": [
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "factory_security_monitor",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_162_factory_security_monitor",
      "framework": "python"
    },
    {
      "id": "mod_163_final_production_architecture",
      "number": 163,
      "name": "Module 163: Final Production Architecture",
      "category": "enterprise_scale_gate_and_monitoring",
      "platform": "python",
      "path": "apps/modules/mod_163_final_production_architecture",
      "description": "The unified synthesis of the complete 163-module production system:",
      "capabilities": [],
      "tags": [
        "final_production_architecture",
        "security-monitor",
        "fraud-detection",
        "canary",
        "chaos-testing",
        "rollback",
        "scorecard",
        "1m-scale"
      ],
      "status": "production-ready",
      "has_tests": false,
      "domain": "apps",
      "domain_name": "Mobile Applications",
      "domain_icon": "\ud83d\udcf1",
      "pull_command": "bash scripts/pull-module.sh apps/modules/mod_163_final_production_architecture",
      "framework": "python"
    }
  ]
}