document-adaptor

Map source document blocks into target template slots with human review.

Updated Mar 18, 2026
One-click install
npx skills add https://github.com/jac007x/CheatCodes-Skill-Library --skill document-adaptor
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: document-adaptor
Source: https://github.com/jac007x/CheatCodes-Skill-Library/tree/main/document-adaptor
Command: npx skills add https://github.com/jac007x/CheatCodes-Skill-Library --skill document-adaptor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Content from multiple source documents often needs to be reshaped to fit a new target template. The Document Adaptor automates the mapping of source blocks into target slots, preserving structure and meaning while highlighting only genuinely ambiguous areas for human guidance.

Core Features & Use Cases

  • Block-to-slot mapping across one or more source documents into a target document structure
  • Slot-aware adaptation that preserves meaning, tone, and formatting consistency
  • Human-in-the-loop ambiguity resolution with provenance tracking and preview before final production
  • Intake validation, basic guardrails for sensitive content, and clear handling of empty or generated content

Quick Start

Provide a source document and a target template, and let the adaptor produce a mapped draft

Frequently Asked Questions about document-adaptor

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

FAQPage Schema
How do I automate mapping content from multiple source documents into a target template?▼

Automating content adaptation is done by mapping source document blocks into a target slot-based structure, producing a draft aligned to your chosen template while preserving meaning and formatting consistency.

How does human-in-the-loop ambiguity resolution work during document content adaptation?▼

Human-in-the-loop content adaptation highlights genuinely ambiguous areas during the block-to-slot mapping process, pausing to request human guidance before generating a preview and final draft.

Can I use this to adapt content across multiple source documents into one structured template?▼

Yes, you can adapt content across multiple source documents by mapping their blocks into a single target slot-based structure to deliver a unified draft aligned to your template.

What is the best way to handle empty or sensitive content when mapping documents to templates?▼

Handling empty or sensitive content during document mapping is managed through intake validation and basic guardrails, ensuring clear processing rules before final production.

Does the content adaptation process provide a preview before final document production?▼

Yes, the content adaptation process provides a preview of the mapped draft before final production, ensuring the slot-based structure meets your template requirements.

Why does document adaptation require intake validation before mapping content to templates?▼

Intake validation is required before mapping content to templates to enforce basic guardrails for sensitive content and ensure source documents are properly structured for block-to-slot adaptation.