backend-bugfix

Community

Streamline backend bugfix workflows for Python.

Authorpenkzhou
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Backend bugfix workflows for Python/FastAPI projects that guide error classification, confidence scoring, and TDD remediation practices to stabilize backend systems.

Core Features & Use Cases

  • Error Taxonomy: a structured classification of common backend failures (DB, validation, API, auth, async) with mitigation patterns.
  • Confidence Scoring: a transparent 0-100 scale for evaluating evidence strength and replication.
  • TDD Workflow: RED/ GREEN/ REFACTOR cycle with guidance on testing, refactoring, and documentation.
  • Operational Playbooks: step-by-step remediation recipes for FastAPI, SQLAlchemy, and Pydantic validation errors.

Quick Start

Run the backend bugfix workflow against a failing FastAPI service to diagnose errors and apply fixes following the TDD cycle.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: backend-bugfix
Download link: https://github.com/penkzhou/swiss-army-knife-plugin/archive/main.zip#backend-bugfix

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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