Can it validate both official SDKs and custom HTTP calls?

Yes, it is designed to identify the integration surface regardless of whether the project uses the official OpenAI SDK or raw HTTP requests.

How does this skill help with API security?

The skill specifically checks for hard-coded secrets and ensures that authentication is handled via environment variables and that sensitive keys are not leaked in logs.

Does it support rate-limiting checks?

Yes, part of its workflow includes reviewing response handling to ensure that rate-limit headers and backoff behaviors are handled defensively.

Can it perform live tests?

The skill suggests and helps document minimal smoke tests or dry-runs to validate that the implementation produces the expected outputs.

OpenAI API Implementation Validator

Name: OpenAI API Implementation Validator
Author: rozwer

byrozwer

0•

API開発

Audits and validates OpenAI API integrations for security, parameter correctness, and robust error handling.

The OpenAI API Implementation Validator is a specialized skill designed to review and audit how applications interact with OpenAI's services. It provides a structured workflow to identify integration surfaces, verify that sensitive API keys are managed securely via environment variables, and ensure that request parameters match required schemas. Furthermore, the skill evaluates the robustness of the implementation by checking for proper timeout configurations, retry logic, and defensive response handling, making it an essential tool for developers building production-grade AI applications.

主な機能

01Audits error handling, rate-limit backoff, and retry logic

02Generates minimal smoke tests to document expected API outputs

03Identifies SDK versus raw HTTP integration patterns

04Verifies secure authentication and secret management practices

05Validates request parameter types, shapes, and required fields

060 GitHub stars

ユースケース

01Debugging inconsistent API responses or unexpected integration errors

02Auditing LLM-powered features for production-ready security and reliability

03Ensuring new OpenAI API updates are correctly implemented in existing code

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rozwer/cross2b-pro validating-openai-api-implementations

For use in Claude.ai and ChatGPT

主な機能

01Audits error handling, rate-limit backoff, and retry logic

02Generates minimal smoke tests to document expected API outputs

03Identifies SDK versus raw HTTP integration patterns

04Verifies secure authentication and secret management practices

05Validates request parameter types, shapes, and required fields

060 GitHub stars

ユースケース

01Debugging inconsistent API responses or unexpected integration errors

02Auditing LLM-powered features for production-ready security and reliability

03Ensuring new OpenAI API updates are correctly implemented in existing code

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rozwer/cross2b-pro validating-openai-api-implementations

For use in Claude.ai and ChatGPT