autonomous-api-drift-healer — vibes-plug Skill

English | Bahasa Indonesia

---

<a name="english"></a>

English

Orchestration & Integration

Connects and orchestrates with brainstorming, zero-to-prod-orchestrator, api-design-expert, openapi-swagger-codegen-expert, typescript-expert, and zero-tech-debt-auditor to autonomously detect breaking API drifts, update client SDKs, and generate compatibility adapters without human intervention.

Description

Production guide for architecting autonomous API drift detection and self-healing pipelines across microservices and fullstack applications. Continuously analyzes schema differences across OpenAPI 3.1 specifications, gRPC Protocol Buffers, and GraphQL schemas, automatically synthesizing backward-compatible adapter layers, updating frontend Zod schemas, and issuing self-healing pull requests to eliminate client-server desynchronization.

Trigger Conditions

Activate this skill when:

• Backend API endpoints or payload schemas are updated and frontend client calls risk desynchronization.
• Migrating between major API versions while requiring zero downtime for existing mobile and web clients.
• Auditing microservice contracts for breaking changes prior to deployment.
• Generating automated backward-compatibility shims when deprecating legacy fields.

---

Core Concepts & Patterns

1. API Drift Classification Taxonomy

Drift Type	Severity	Impact	Self-Healing Strategy
Field Renaming	High (Breaking)	Old clients crash on undefined property	Synthesize getter shim translating old field name to new name
New Required Param	High (Breaking)	Old client requests rejected with 400 Bad Request	Introduce server-side default fallback in middleware
Type Broadening (e.g. string $\to$ string | string[])	Medium	Downstream callers may fail on single-item assumptions	Synthesize client normalizer normalizing to array
Field Addition (Optional)	Low (Additive)	Non-breaking	Regenerate TypeScript types and Zod schemas automatically

2. Autonomous Schema Drift Detector (TypeScript Implementation)

export interface SchemaProperty {
  type: string;
  required?: boolean;
}

export interface EndpointContract {
  path: string;
  method: 'GET' | 'POST' | 'PUT' | 'DELETE' | 'PATCH';
  properties: Record<string, SchemaProperty>;
}

export interface DriftReport {
  breakingChanges: string[];
  additiveChanges: string[];
  hasDrift: boolean;
}

export class AutonomousApiDriftHealer {
  public static compareContracts(
    baseline: EndpointContract,
    updated: EndpointContract
  ): DriftReport {
    const breakingChanges: string[] = [];
    const additiveChanges: string[] = [];

    // Check for removed properties
    for (const [key, baseProp] of Object.entries(baseline.properties)) {
      if (!updated.properties[key]) {
        breakingChanges.push(`Property "${key}" of type "${baseProp.type}" was removed.`);
      } else if (baseProp.type !== updated.properties[key].type) {
        breakingChanges.push(
          `Property "${key}" changed type from "${baseProp.type}" to "${updated.properties[key].type}".`
        );
      }
    }

    // Check for newly introduced required properties
    for (const [key, updatedProp] of Object.entries(updated.properties)) {
      if (!baseline.properties[key]) {
        if (updatedProp.required) {
          breakingChanges.push(`New required property "${key}" was added.`);
        } else {
          additiveChanges.push(`New optional property "${key}" added.`);
        }
      }
    }

    return {
      breakingChanges,
      additiveChanges,
      hasDrift: breakingChanges.length > 0 || additiveChanges.length > 0
    };
  }

  public static generateBackwardCompatibleShim(
    oldField: string,
    newField: string
  ): string {
    return [
      `// Auto-generated backward compatibility adapter`,
      `export function adaptLegacyPayload<T extends Record<string, unknown>>(data: T): T & Record<string, unknown> {`,
      `  if (data && typeof data === 'object') {`,
      `    if (data['${newField}'] !== undefined && data['${oldField}'] === undefined) {`,
      `      return { ...data, ['${oldField}']: data['${newField}'] };`,
      `    }`,
      `  }`,
      `  return data;`,
      `}`
    ].join('\n');
  }
}

3. Continuous Self-Healing Loop

[Git Commit: Backend Schema Edit]
               │
               ▼
[Drift Detection Sentinel]
  ├── Compares Staging OpenAPI against Production Spec
  └── Generates Drift Classification Report
               │
         Is Breaking?
        ┌──────┴──────┐
        ▼             ▼
      (Yes)          (No)
        │             │
        │             ▼
        │     Update Frontend Types
        ▼
[Synthesize Compatibility Layer]
  ├── Inject Middleware Default Mappings
  ├── Update Zod Client Validation Schemas
  └── Run E2E Test Suite via Ephemeral Sandbox
               │
               ▼
[Generate Automated Self-Healing PR]

---

Best Practices

1. Enforce Contract Verification in CI: Block merge requests that introduce unannounced breaking schema changes without adapters.
2. Auto-Generate Compatibility Shims: When deprecating fields, keep them active for at least one minor release cycle via transformation adapters.
3. Keep Zod Schemas Synchronized: Automatically run code generation from OpenAPI specs so frontend types and runtime validators stay in lockstep.
4. Log Adapter Usage: Track telemetry on how often legacy adapters are triggered to safely decommission them when usage reaches zero.

---

Common Pitfalls to Avoid

Anti-Pattern	Operational Risk	Engineering Remedy
Deleting an API field without client audit	Instant client crashes on mobile apps where updates are delayed	Mark field @deprecated and synthesize compatibility getter
Silently ignoring unmapped fields	Data loss and corrupted downstream state	Validate payloads strictly using Zod .strict() or .passthrough()
Manual manual updating of API types	Drift builds up, leading to painful quarterly migrations	Automate codegen via openapi-typescript on every commit

---

Integration with Other Skills (MANDATORY)

• api-design-expert — Standardize OpenAPI and REST guidelines to minimize accidental drift.
• openapi-swagger-codegen-expert — Regenerate client SDKs and TypeScript interfaces automatically.
• typescript-expert — Guarantee compile-time safety and type exhaustiveness across adapters.
• zero-tech-debt-auditor — Flag and clean up expired compatibility adapters after deprecation windows close.

Referenced By Orchestrators (MANDATORY)

• brainstorming — Added to "Desain API & Kontrak" and "DevOps & CI/CD" matrix rows.
• zero-to-prod-orchestrator — Integrated in Phase 4 (Backend APIs) and Phase 8 (Launch & Deployment).

---

<a name="bahasa-indonesia"></a>

Bahasa Indonesia

Integrasi Orkestrasi

Terhubung dan mengorkestrasi dengan brainstorming, zero-to-prod-orchestrator, api-design-expert, openapi-swagger-codegen-expert, typescript-expert, dan zero-tech-debt-auditor untuk mendeteksi perubahan skema API yang berpotensi merusak (breaking drift), memperbarui SDK klien, dan menghasilkan adapter kompatibilitas secara otomatis.

Deskripsi

Panduan produksi untuk merancang pipeline deteksi drift skema API dan penyembuhan mandiri (self-healing) pada aplikasi fullstack dan microservices. Menganalisis perbedaan skema secara berkesinambungan pada spesifikasi OpenAPI 3.1, gRPC Protocol Buffers, dan GraphQL, menghasilkan adapter kompatibilitas mundur (backward-compatible), memperbarui skema Zod pada frontend, serta membuat pull request otomatis untuk mencegah desinkronisasi client-server.

Kondisi Pemicu

Aktifkan skill ini ketika:

• Endpoint API backend atau skema payload diubah dan panggilan frontend berisiko mengalami desinkronisasi.
• Melakukan migrasi antar versi API utama dengan target nol downtime pada aplikasi web dan mobile.
• Mengaudit kontrak microservices sebelum proses deploy ke produksi.
• Menghasilkan shim kompatibilitas mundur saat menghapus atau mengubah nama properti lawas.

---

Konsep Inti & Pola Praktik

1. Klasifikasi Perubahan Skema (Drift Classification)

• Perubahan Merusak (Breaking): Menghapus field yang sudah ada, mengubah tipe data (misal dari string ke number), atau menambahkan parameter wajib (required) baru. Solusi: Buat adapter transformasi atau nilai default di middleware.
• Perubahan Tambahan (Additive): Menambahkan field opsional baru. Solusi: Perbarui tipe TypeScript dan skema Zod secara otomatis.

2. Pipeline Penyembuhan Mandiri (Self-Healing Loop)

1. Deteksi Perubahan: Bandingkan spesifikasi OpenAPI backend terkini dengan skema klien yang ada.
2. Pembuatan Adapter: Jika ditemukan penggantian nama field, buat adapter getter untuk menerjemahkan field lama ke field baru.
3. Pembaruan Tipe Klien: Jalankan generator tipe TypeScript dan skema validasi runtime Zod.
4. Verifikasi Pengujian: Uji integrasi dalam sandbox untuk memastikan klien lama tetap berfungsi.
5. Pull Request Otomatis: Buat cabang git dan PR dengan deskripsi perubahan yang jelas.

---

Praktik Terbaik

1. Jadikan Pengecekan Kontrak Sebagai Gerbang CI: Gagalkan proses merge jika terdapat breaking change yang belum dilengkapi adapter kompatibilitas.
2. Pertahankan Field Lawas Selama Masa Transisi: Jangan langsung menghapus properti; tandai sebagai @deprecated dan gunakan adapter minimal selama satu siklus rilis.
3. Sinkronkan Skema Zod: Pastikan validator frontend selalu diperbarui langsung dari kontrak OpenAPI.
4. Pantau Penggunaan Adapter: Catat metrik penggunaan adapter untuk mengetahui kapan modul lawas aman dihapus sepenuhnya.

---

Jebakan Umum yang Harus Dihindari

Praktik Buruk	Dampak Buruk	Solusi Rekayasa
Menghapus field API tanpa memeriksa versi aplikasi mobile	Aplikasi versi lama langsung crash saat dibuka pengguna	Gunakan adapter kompatibilitas mundur pada middleware
Mengabaikan properti tambahan secara diam-diam	Terjadi kehilangan data saat payload disimpan kembali	Gunakan validasi eksplisit dengan skema Zod
Mengetik ulang interface API secara manual di frontend	Terjadi akumulasi desinkronisasi tipe data	Gunakan otomatisasi codegen dari OpenAPI pada setiap commit

---

Integrasi dengan Skill Lain (WAJIB)

• api-design-expert — Standardisasi spesifikasi REST dan OpenAPI untuk mencegah drift tak terduga.
• openapi-swagger-codegen-expert — Regenerasi SDK klien dan interface TypeScript otomatis.
• typescript-expert — Menjamin keamanan tipe data pada adapter.
• zero-tech-debt-auditor — Menandai dan membersihkan adapter lawas yang sudah kedaluwarsa.

Direferensikan oleh Orchestrator (WAJIB)

• brainstorming — Tambahkan ke baris "Desain API & Kontrak" dan "DevOps & CI/CD" pada Matriks Orkestrasi.
• zero-to-prod-orchestrator — Tambahkan ke Fase 4 (Backend APIs) dan Fase 8 (Peluncuran & Deployment).