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doc-from-examples

Generate business documents by reusing structure and tone from reference materials.

Updated Nov 21, 2025
Search Tags:#prd#proposal#reference-materials#document-template#business-writing#style-consistency#template-reuse
One-click install
npx skills add https://github.com/HaRu-LLC/ai-pm_system_notebooklmuse --skill doc-from-examples
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: doc-from-examples
Source: https://github.com/HaRu-LLC/ai-pm_system_notebooklmuse/tree/main/.agent/skills/business/doc-from-examples
Command: npx skills add https://github.com/HaRu-LLC/ai-pm_system_notebooklmuse --skill doc-from-examples

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Many teams struggle to produce consistent business documents. This skill reuses proven templates from past materials to ensure new documents match established formats, saving time and improving quality.

Core Features & Use Cases

  • Reuse structure and tone from reference documents to accelerate drafting.
  • Apply to proposals, approvals, and PRDs while maintaining style consistency.
  • Use Case: quickly generate a draft proposal by mapping sections from a prior document to a new topic.

Quick Start

Provide a reference document and the new topic, and the AI will generate a new business document in the same format.

Frequently Asked Questions about doc-from-examples

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

FAQPage Schema
How do I automate business document creation using an existing reference template?▼

To automate business document creation, you provide a reference document and a new topic, and the AI maps the structure and tone from the reference to generate a matching draft instantly.

Can I generate a new proposal draft that matches the style consistency of my previous documents?▼

Yes, you can generate a new proposal draft that matches the style consistency of previous documents by supplying a reference document, which the AI uses to align the format and tone.

What is the best way to write a PRD using proven templates from past materials?▼

The best way to write a PRD using proven templates is to supply an existing PRD as a reference document, allowing the AI to reuse its structure and tone for your new product requirement topic.

Do I need a reference document to ensure style alignment when drafting business writing?▼

Yes, you need to provide a reference document to ensure style alignment, because the AI uses the structure and tone of past materials to enforce consistency in the new business writing.

What types of business documents work with template reuse for format matching?▼

Template reuse for format matching works with proposals, approvals, and PRDs, applying the structure and tone of past materials to ensure new documents match established formats.

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