Building AI Workflows That Stick: How Skill Files Teach Claude Consistency

This case study exposes a critical challenge in AI automation: even advanced models like Claude struggle to maintain context and consistency across multiple interactions. The creator's solution—using custom skill files to 'teach' Claude the complete workflow—not only solved technical problems but revealed something more important: guided AI assistance may be more reliable and valuable than attempting full automation. This approach offers a practical blueprint for anyone building AI-driven systems.