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The Problem
How to batch-update your recipe library with AI-optimized formatting and sample data
You are looking for a way to batch-update your recipe library with AI-optimized formatting and sample data. Most people would tell you to buy a SaaS subscription for this.
We say: Build it yourself for free.
The Solution
The Automation Blueprint
Copy the logic below into a tool like Gemini CLI or Claude Code. It includes the role, constraints, and multi-step workflow needed to batch-update your recipe library with AI-optimized formatting and sample data.
# The Upgrader Logic This is a 'Folder Agent' skill. It lives in the root of the `ai-tinkering-examples` project and ensures every recipe follows the 'Work-Ready' standard. ### Workflow: 1. Scan `content/recipes/*.md`. 2. Analyze existing frontmatter. 3. Inject missing `sampleData` templates. 4. Normalize descriptions to avoid 'AI Slop'. 5. Export results to structured CSV.
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