form-template-renderer

Render standard forms as digital UIs with JSON-based prefill and PDF export.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/JustinChaney2023/orate --skill form-template-renderer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: form-template-renderer
Source: https://github.com/JustinChaney2023/orate/tree/main/roles/form-template-renderer
Command: npx skills add https://github.com/JustinChaney2023/orate --skill form-template-renderer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The skill enables recreating and rendering standard forms as digital UIs with JSON-based prefill, reducing manual data entry and layout drift.

Core Features & Use Cases

  • Form fidelity: Mirror section ordering and labels; support multi-line notes; preserve checkbox groups and signature/date areas.
  • Prefill behavior: Load filled_form.json and map to UI fields; show confidence indicators; highlight fields needing confirmation.
  • Review UX: Provide side-by-side source text with highlighted spans and the filled field; allow quick accept/edit/mark unknown.
  • Export: Generate a final PDF that matches the standard form layout; store export metadata without PHI in logs.

Quick Start

Use the form-template-renderer skill to render the standard form from a JSON source and export as PDF.

Frequently Asked Questions about form-template-renderer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I render a digital form from JSON and export it as a PDF?

To render a digital form from JSON and export it as a PDF, load your JSON source to map prefill data to UI fields, then generate a final PDF that matches the standard form layout while storing export metadata without PHI in logs. The workflow covers form fidelity, prefill behavior, review UX, and export.

How does JSON prefill work when rendering digital forms?

JSON prefill works by loading a filled_form.json file and mapping its values directly to the UI fields. The form rendering displays confidence indicators and highlights fields needing confirmation to ensure accurate data mapping during the review process.

Can I preserve checkbox groups and signature areas during form digitization?

Yes, form digitization preserves checkbox groups and signature areas by mirroring section ordering and labels. The form rendering supports multi-line notes and maintains strict layout fidelity to the original standard form structure throughout the UI.

What is the best way to review prefill data accuracy in a form UI?

The best way to review prefill accuracy is using side-by-side review UX that displays source text with highlighted spans next to the filled field. This allows quick accept, edit, or mark unknown actions for field validation directly within the interface.

Does the PDF export workflow store PHI in logs?

No, the PDF export workflow does not store PHI in logs. It generates a final PDF matching the standard form layout and stores only audit-friendly export metadata to ensure compliance during form rendering and archival tasks.