Anti-Pattern Detector

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The Anti-Pattern Detector acts as a strategic technical mentor that scans proposals, roadmaps, and team structures for proven failure modes. By analyzing signals across architecture, timelines, team dynamics, and technology choices, it highlights critical risks like premature optimization, hero dependencies, and scope creep. The skill provides structured reports with evidence-backed findings and actionable recommendations, helping leads and architects avoid technical debt and organizational dysfunction early in the planning phase.

Características Principales

• Scanning for architectural red flags like distributed monoliths and golden hammers
• Severity-based framework for prioritizing critical project risks
• Identifying organizational risks such as hero culture and knowledge silos
• Actionable remediation strategies for identified anti-patterns
• Detecting timeline fallacies and scope creep in project roadmaps
• 32 GitHub stars

Casos de Uso

• Validating technology stacks against product requirements to prevent over-engineering
• Reviewing high-level architecture designs for long-term maintainability issues
• Auditing project timelines and staffing plans for unrealistic expectations