/eval-integration
Specialized integration evaluator for the Evaluate-Loop. Use this for evaluating tracks that integrate external services — Supabase auth/DB, Stripe payments, Gemini API, third-party APIs. Checks API contracts, auth flows, data persistence, error recovery, environment config, and
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Specialized integration evaluator for the Evaluate-Loop. Use this for evaluating tracks that integrate external services — Supabase auth/DB, Stripe payments, Gemini API, third-party APIs. Checks API contracts, auth flows, data persistence, error recovery, environment config, and
SKILL.md
eval-integration.SKILL.mdname: eval-integration
description: "Specialized integration evaluator for the Evaluate-Loop. Use this for evaluating tracks that integrate external services — Supabase auth/DB, Stripe payments, Gemini API, third-party APIs. Checks API contracts, auth flows, data persistence, error recovery, environment config, and end-to-end flow integrity. Dispatched by loop-execution-evaluator when track type is 'integration', 'auth', 'payments', or 'api'. Triggered by: 'evaluate integration', 'test auth flow', 'check API', 'verify payments'."
Integration Evaluator Agent
Specialized evaluator for tracks that integrate external services — Supabase, Stripe, Gemini, or any third-party API.
When This Evaluator Is Used
Dispatched by `loop-execution-evaluator` when the track involves:
- Authentication or database integration
- Payment processing integration
- AI/ML API integration
- Any external API connection
Inputs Required
1. Track's `spec.md` and `plan.md` 2. Environment config (`.env.example`, env variable documentation) 3. API client code (`src/lib/`) 4. Database schema (if Supabase) 5. Webhook handlers (if Stripe)
Evaluation Passes (6 checks)
Pass 1: API Contract Verification
| Check | What to Look For | |-------|-----------------| | Request shapes | API calls send correct payload structure | | Response handling | Responses parsed with correct types | | Error responses | 4xx/5xx errors handled with user-friendly messaging | | Rate limits | Rate limit handling present (retry, backoff, queue) | | Timeout | Reasonable timeout set on API calls | | Auth headers | Bearer token / API key sent correctly |
### API Contracts: PASS ✅ / FAIL ❌
- Endpoints verified: [count]
- Missing error handling: [list]
- Type mismatches: [list]
Pass 2: Authentication Flow
| Check | What to Look For | |-------|-----------------| | Sign up | Creates user, stores token, redirects to dashboard | | Sign in | Validates credentials, stores token, redirects | | Sign out | Clears token, redirects to home | | Token refresh | Handles expired tokens (refresh or re-auth) | | Protected routes | Unauthenticated users redirected to login | | OAuth | Third-party login flow (if applicable) |
### Auth Flow: PASS ✅ / FAIL ❌
- Flows tested: [sign up / sign in / sign out / token refresh]
- Broken flows: [list]
- Token handling: [correct / issues]
Pass 3: Data Persistence & Schema Hygiene
**CRUD Operations:**
| Check | What to Look For | |-------|-----------------| | Create | Data saved correctly to database/storage | | read_file | Data retrieved and rendered correctly | | Update | Changes persisted on save | | Delete | Records removed, UI reflects deletion | | Relationships | Foreign keys / joins working correctly | | Storage | File uploads stored and retrievable (if applicable) |
**Database Schema Quality (MANDATORY for all new tables/migrations):**
| Check | Requirement | Why | |-------|-------------|-----| | Timestamps | `created_at`, `updated_at` on ALL mutable tables | Debugging, audit trail, cache invalidation | | Primary keys | UUID with default OR auto-increment | Data uniqueness | | Foreign keys | Explicit cascade rules (`on delete cascade`) | Prevent orphaned data | | Indexes | Index ALL foreign keys | Query performance | | Null constraints | New columns nullable OR have defaults | Backward compatibility | | Unique constraints | Composite uniques where needed | Data integrity | | Version history | JSONB column for flexible history | Schema evolution |
**Schema Anti-Patterns to Flag:**
-- ❌ BAD: No timestamps
create table brands (
id uuid primary key,
name text
);
-- ✅ GOOD: Complete schema
create table brands (
id uuid primary key default gen_random_uuid(),
name text not null,
created_at timestamptz default now() not null,
updated_at timestamptz default now() not null
);
-- ❌ BAD: Foreign key without cascade
brand_id uuid references brands(id)
-- ✅ GOOD: Explicit cascade
brand_id uuid references brands(id) on delete cascade not null
-- ❌ BAD: New required column (breaks existing data)
alter table assets add column image_url text not null;
-- ✅ GOOD: Nullable or has default
alter table assets add column locked boolean default false;
### Data Persistence & Schema: PASS ✅ / FAIL ❌
- CRUD operations: [which work / which fail]
- Data integrity: [any corruption or loss]
- Storage: [files accessible / issues]
- **Tables missing timestamps: [count] — [list]**
- **Foreign keys without indexes: [count] — [list]**
- **Migrations without defaults: [count] — [list]**
- **Orphaned data risk: [YES/NO — describe]**
Pass 4: Error Recovery
| Check | What to Look For | |-------|-----------------| | Network failure | Offline/timeout → user sees error, can retry | | Invalid data | Malformed responses → graceful fallback | | Auth failure | Expired token → redirect to login, not crash | | Payment failure | Declined card → clear message, can retry | | API down | Service unavailable → error state, not blank screen | | Partial failure | One API fails, others still work |
### Error Recovery: PASS ✅ / FAIL ❌
- Scenarios tested: [list]
- Unhandled failures: [list]
- User messaging: [clear / missing]
Pass 5: Environment Configuration
| Check | What to Look For | |-------|-----------------| | `.env.example` | All required variables documented | | No secrets in code | No API keys, tokens, or passwords in source files | | Environment switching | Dev/staging/prod configs separate | | Missing vars | App handles missing env vars gracefully (error, not crash) |
### Environment: PASS ✅ / FAIL ❌
- Variables documented: [YES/NO]
- Secrets in code: [NONE / list files with exposed secrets]
- Missing var handling: [graceful / crashes]
Pass 6: End-to-End Flow
Walk through the complete user journey that involves this integration:
| Flow | Steps to Verify | |------|----------------| | Auth flow | Landing
Read more
name: eval-integration description: "Specialized integration evaluator for the Evaluate-Loop. Use this for evaluating tracks that integrate external services — Supabase auth/DB, Stripe payments, Gemini API, third-party APIs. Checks API contracts, auth flows, data persistence, error recovery, environment config, and end-to-end flow integrity. Dispatched by loop-execution-evaluator when track type is 'integration', 'auth', 'payments', or 'api'. Triggered by: 'evaluate integration', 'test auth flow', 'check API', 'verify payments'."
Integration Evaluator Agent
Specialized evaluator for tracks that integrate external services — Supabase, Stripe, Gemini, or any third-party API.
When This Evaluator Is Used
Dispatched by `loop-execution-evaluator` when the track involves:
- Authentication or database integration
- Payment processing integration
- AI/ML API integration
- Any external API connection
Inputs Required
1. Track's `spec.md` and `plan.md` 2. Environment config (`.env.example`, env variable documentation) 3. API client code (`src/lib/`) 4. Database schema (if Supabase) 5. Webhook handlers (if Stripe)
Evaluation Passes (6 checks)
Pass 1: API Contract Verification
| Check | What to Look For | |-------|-----------------| | Request shapes | API calls send correct payload structure | | Response handling | Responses parsed with correct types | | Error responses | 4xx/5xx errors handled with user-friendly messaging | | Rate limits | Rate limit handling present (retry, backoff, queue) | | Timeout | Reasonable timeout set on API calls | | Auth headers | Bearer token / API key sent correctly |
### API Contracts: PASS ✅ / FAIL ❌ - Endpoints verified: [count] - Missing error handling: [list] - Type mismatches: [list]
Pass 2: Authentication Flow
| Check | What to Look For | |-------|-----------------| | Sign up | Creates user, stores token, redirects to dashboard | | Sign in | Validates credentials, stores token, redirects | | Sign out | Clears token, redirects to home | | Token refresh | Handles expired tokens (refresh or re-auth) | | Protected routes | Unauthenticated users redirected to login | | OAuth | Third-party login flow (if applicable) |
### Auth Flow: PASS ✅ / FAIL ❌ - Flows tested: [sign up / sign in / sign out / token refresh] - Broken flows: [list] - Token handling: [correct / issues]
Pass 3: Data Persistence & Schema Hygiene
**CRUD Operations:**
| Check | What to Look For | |-------|-----------------| | Create | Data saved correctly to database/storage | | read_file | Data retrieved and rendered correctly | | Update | Changes persisted on save | | Delete | Records removed, UI reflects deletion | | Relationships | Foreign keys / joins working correctly | | Storage | File uploads stored and retrievable (if applicable) |
**Database Schema Quality (MANDATORY for all new tables/migrations):**
| Check | Requirement | Why | |-------|-------------|-----| | Timestamps | `created_at`, `updated_at` on ALL mutable tables | Debugging, audit trail, cache invalidation | | Primary keys | UUID with default OR auto-increment | Data uniqueness | | Foreign keys | Explicit cascade rules (`on delete cascade`) | Prevent orphaned data | | Indexes | Index ALL foreign keys | Query performance | | Null constraints | New columns nullable OR have defaults | Backward compatibility | | Unique constraints | Composite uniques where needed | Data integrity | | Version history | JSONB column for flexible history | Schema evolution |
**Schema Anti-Patterns to Flag:**
-- ❌ BAD: No timestamps create table brands ( id uuid primary key, name text ); -- ✅ GOOD: Complete schema create table brands ( id uuid primary key default gen_random_uuid(), name text not null, created_at timestamptz default now() not null, updated_at timestamptz default now() not null ); -- ❌ BAD: Foreign key without cascade brand_id uuid references brands(id) -- ✅ GOOD: Explicit cascade brand_id uuid references brands(id) on delete cascade not null -- ❌ BAD: New required column (breaks existing data) alter table assets add column image_url text not null; -- ✅ GOOD: Nullable or has default alter table assets add column locked boolean default false;
### Data Persistence & Schema: PASS ✅ / FAIL ❌ - CRUD operations: [which work / which fail] - Data integrity: [any corruption or loss] - Storage: [files accessible / issues] - **Tables missing timestamps: [count] — [list]** - **Foreign keys without indexes: [count] — [list]** - **Migrations without defaults: [count] — [list]** - **Orphaned data risk: [YES/NO — describe]**
Pass 4: Error Recovery
| Check | What to Look For | |-------|-----------------| | Network failure | Offline/timeout → user sees error, can retry | | Invalid data | Malformed responses → graceful fallback | | Auth failure | Expired token → redirect to login, not crash | | Payment failure | Declined card → clear message, can retry | | API down | Service unavailable → error state, not blank screen | | Partial failure | One API fails, others still work |
### Error Recovery: PASS ✅ / FAIL ❌ - Scenarios tested: [list] - Unhandled failures: [list] - User messaging: [clear / missing]
Pass 5: Environment Configuration
| Check | What to Look For | |-------|-----------------| | `.env.example` | All required variables documented | | No secrets in code | No API keys, tokens, or passwords in source files | | Environment switching | Dev/staging/prod configs separate | | Missing vars | App handles missing env vars gracefully (error, not crash) |
### Environment: PASS ✅ / FAIL ❌ - Variables documented: [YES/NO] - Secrets in code: [NONE / list files with exposed secrets] - Missing var handling: [graceful / crashes]
Pass 6: End-to-End Flow
Walk through the complete user journey that involves this integration:
| Flow | Steps to Verify | |------|----------------| | Auth flow | Landing
Multi-agent orchestration system for Claude Code with parallel execution, automated quality gates, Board of Directors, and bundled Superpowers skills
Repo: Ibrahim-3d/orchestrator-supaconductor
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