How does it improve database reliability?

It enforces mandatory schema standards including created/updated timestamps, UUID primary keys, explicit foreign key cascade rules, and proper indexing for performance.

What happens if an integration check fails?

If a check fails, the evaluator generates a detailed report of issues and hands the task back to a fixer agent to resolve the specific contract or flow errors.

When is the Integration Evaluator triggered?

It is automatically dispatched by the loop-execution-evaluator when a development track is categorized as involving 'integration', 'auth', 'payments', or 'api'.

Does this skill help with security?

Yes, it specifically checks for secrets in code and ensures that all required environment variables are documented in .env.example while verifying protected route redirects.

What services does this evaluator support?

It is designed to evaluate any external service integration, with specific logic optimized for Supabase, Stripe, Gemini, and general REST/third-party APIs.

Integration Quality Evaluator

Name: Integration Quality Evaluator
Author: Ibrahim-3d

byIbrahim-3d

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291

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API Development

Automates the validation of external service integrations, including API contracts, authentication flows, and database schema integrity.

The Integration Quality Evaluator is a specialized skill for Claude Code designed to audit complex tracks involving third-party services like Supabase, Stripe, and Gemini. It operates as a rigorous quality gate within a multi-agent orchestration system, performing a comprehensive six-pass evaluation that covers API contract compliance, secure authentication flows, database schema hygiene, and robust error recovery. By enforcing strict standards for timestamps, indexing, and environment configuration, this skill ensures that integrations are production-ready, secure, and resilient against network failures.

Key Features

01Environment configuration monitoring to prevent secret exposure

02Failure scenario testing including rate limits and network timeouts

03291 GitHub stars

04Six-pass automated evaluation of API contracts and response handling

05Strict database schema auditing for timestamps, constraints, and indexes

06End-to-end validation of authentication and OAuth flows

Use Cases

01Verifying Stripe payment processing and webhook handler integrity

02Validating AI model API connections and graceful error recovery

03Auditing Supabase database migrations and authentication state management

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ibrahim-3d/conductor-orchestrator-superpowers eval-integration

For use in Claude.ai and ChatGPT

Download Skill