What services does the Integration Evaluator support?

It is designed to evaluate any external service integration, with specific checks optimized for Supabase (Auth/DB), Stripe (Payments/Webhooks), and Gemini (AI APIs).

How does this skill handle database schema checks?

It enforces strict hygiene standards, requiring timestamps, primary/foreign key indexes, and explicit cascade rules to prevent data corruption or orphaned records.

When is this evaluator triggered?

It is automatically dispatched by the loop-execution-evaluator whenever a task involves integration, authentication, payments, or general API development.

Can it detect exposed API keys?

Yes, one of its core evaluation passes involves checking environment configurations to ensure no secrets, tokens, or passwords are hardcoded in the source files.

Integration Evaluator

Name: Integration Evaluator
Author: AhmedElhadarey

byAhmedElhadarey

•

API開発

Validates external service integrations including API contracts, authentication flows, and data persistence for production-ready applications.

The Integration Evaluator skill is a specialized agent designed to verify the integrity of external service connections within the development loop. It systematically audits API request shapes, authentication cycles (sign-up/in/out), database schema quality, and error recovery protocols for services like Supabase, Stripe, and Gemini. By performing six distinct evaluation passes, it ensures that third-party integrations are secure, resilient to network failures, and correctly configured across different environments, preventing breaking changes before they reach production.

主な機能

01Automated environment configuration and secret exposure auditing

02End-to-end authentication flow testing including token refresh and protected routes

03Resilience testing for network failures, rate limits, and service outages

04Comprehensive API contract verification and response handling audits

052 GitHub stars

06Mandatory database schema hygiene checks for timestamps, indexes, and constraints

ユースケース

01Auditing Supabase authentication and database migrations for data integrity

02Verifying complex Stripe payment and webhook integration flows

03Testing third-party AI API integrations for proper error handling and rate limiting

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ahmedelhadarey/gilfoyle eval-integration

For use in Claude.ai and ChatGPT

Download Skill