backend-debugging-dependency-resolution

Diagnose and resolve FastAPI backend issues including dependency conflicts and schema mismatches.

Updated Dec 7, 2025
One-click install
npx skills add https://github.com/Rayder-23/Hackathon-1_Physical-AI-Book --skill backend-debugging-dependency-resolution
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: backend-debugging-dependency-resolution
Source: https://github.com/Rayder-23/Hackathon-1_Physical-AI-Book/tree/main/.claude/skills/backend-debugging-dependency-resolution
Command: npx skills add https://github.com/Rayder-23/Hackathon-1_Physical-AI-Book --skill backend-debugging-dependency-resolution

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a structured, repeatable workflow to diagnose and fix backend service issues in FastAPI applications, focusing on dependency conflicts, database schema mismatches, import errors, and middleware misconfigurations.

Core Features & Use Cases

  • Dependency conflict diagnosis and resolution
  • Database schema consistency checks and migrations
  • Import path and module structure validation
  • Middleware configuration verification
  • End-to-end system verification and integration checks

Quick Start

Run the diagnostic workflow against a FastAPI project to identify and fix dependency conflicts, schema mismatches, import issues, and middleware misconfigurations.

Frequently Asked Questions about backend-debugging-dependency-resolution

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

FAQPage Schema
How do I resolve dependency conflicts and startup failures in a FastAPI application?

Resolve FastAPI dependency conflicts and startup failures by running a multi-phase diagnostic workflow that covers dependency alignment, schema consistency, import validation, and middleware stack verification to isolate and fix misconfigurations.

What causes database schema mismatches during FastAPI migrations, and how can I audit them?

Database schema mismatches in FastAPI migrations are caused by migration drift between application models and the database. You can audit schema consistency by running a systematic diagnostic check that compares schema expectations against actual database constraints.

How do I trace import path errors and validate module structures in FastAPI?

Trace FastAPI import path errors by validating module structures and import paths through a diagnostic workflow that identifies circular dependencies and missing module references to ensure correct application startup behavior.

Why does my FastAPI middleware stack misbehave, and how do I verify its configuration?

FastAPI middleware stacks misbehave due to incorrect ordering or misconfigured middleware components. Verify middleware configuration by applying a stack verification process that checks the execution order and integration of middleware layers.

Can I use this backend debugging workflow for FastAPI services in both development and production environments?

Yes, this backend debugging workflow diagnoses FastAPI dependency conflicts, schema mismatches, and middleware issues in both development and production environments where startups fail or migrations drift, ensuring end-to-end system verification.

What is the best way to perform end-to-end system verification for a FastAPI backend?

The best way to perform end-to-end FastAPI backend verification is to execute a systematic workflow covering dependency alignment, schema consistency, import structure validation, and middleware fixes to ensure complete integration checks.