backend-bugfix
CommunityStreamline 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 requiredComponents
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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