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1 Choose the governing standards Start from the Specification Root and the right Domain Specification.
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2 Understand the authoring contract Use the shared Artifact Specification to frame how the artifact family should be authored.
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3 Draft aligned inputs Shape the data JSON and template JSON for the same version family.
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4 Validate both contracts Validate the data first and the template second.
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5 Render after both pass Only render once the contracts are sound and aligned.
If a step fails, go back to that boundary instead of trying to push the workflow forward.
The Cuddler workflow is intentionally staged. Each step reduces ambiguity before the next one begins, which makes the final rendered output easier to trust and easier to review.
The sequence Start with the governing Specification Root and the relevant Domain Specification . Use the shared Artifact Specification to understand how Artifact Definitions should be authored. Shape the data JSON and template JSON so they stay aligned with the intended schema version. Validate the data first, then validate the template. Render only after both validations succeed. What to keep in mind Data validation and template validation solve different problems. A versioned contract is easier to reason about than an implied one. If validation fails, the issue should be fixed before rendering is attempted again. Why the order matters The order protects the document pipeline from hidden drift. When the data is validated first, the template is working against a known shape. When the template is validated second, it is checked independently instead of borrowing confidence from the data.
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First Successful Document
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Updated: March 21, 2026
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Updated: March 21, 2026
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Updated: March 23, 2026
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