backend-critique

Review backend endpoints, data flows, and error handling against requirements.

Updated Jan 5, 2026
One-click install
npx skills add https://github.com/clode-labs/aramb-skills --skill backend-critique
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: backend-critique
Source: https://github.com/clode-labs/aramb-skills/tree/main/backend-critique
Command: npx skills add https://github.com/clode-labs/aramb-skills --skill backend-critique

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps engineering teams ensure backend quality by reviewing implementations, validating APIs, and enforcing security, triggering rebuilds when issues are found.

Core Features & Use Cases

  • Automated backend validation: verify endpoints, data handling, and error responses against requirements.
  • Security and compliance checks: assess authentication, authorization, input validation, and data handling.
  • Rebuild triggering: identify defects and automatically trigger rebuilds to maintain release quality.
  • Use cases: mid-project API audits, post-patch verification, and regression checks across services.

Quick Start

Audit the backend service by validating endpoints, access controls, and data handling; report findings and trigger a rebuild on critical issues.

Frequently Asked Questions about backend-critique

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate backend validation for REST and gRPC endpoints?

Automated backend validation systematically reviews REST and gRPC endpoints, data flows, and error handling against requirements. It enforces end-to-end correctness across development, staging, and production environments by checking service implementations.

What is the best way to run security and compliance checks on backend APIs?

Security and compliance checks assess backend APIs by verifying authentication, authorization, input validation, and data handling. This ensures secure access controls and proper data management across service audits.

Can I trigger a rebuild automatically when critical backend issues are detected?

Yes, you can trigger a rebuild automatically when critical backend issues are detected. This identifies defects during validation and triggers rebuilds to maintain release quality without manual intervention.

When do I need to perform a backend regression check across services?

Backend regression checks are needed for mid-project API audits, post-patch verification, and release preparation. They ensure endpoints, access controls, and data handling remain correct after changes across services.

Does backend QA validation work across development, staging, and production environments?

Yes, backend QA validation applies to service audits across development, staging, and production environments. It systematically validates endpoints and error handling regardless of the deployment stage.