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.