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aif-distillation

Distill books, documents, and web resources into operational Agent Skills.

Updated Jul 15, 2026
Search Tags:#automation#workflow#documentation#knowledge management#agent skills#distillation
One-click install
npx skills add https://github.com/o2b3k/idomarketingbot --skill aif-distillation-o2b3k
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aif-distillation
Source: https://github.com/o2b3k/idomarketingbot/tree/main/.claude/skills/aif-distillation
Command: npx skills add https://github.com/o2b3k/idomarketingbot --skill aif-distillation-o2b3k

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill solves the problem of information overload by converting scattered books, documents, folders, or URLs into structured, operational Agent Skills that are ready for immediate use.

Core Features & Use Cases

  • Automated Distillation: Extracts transferable principles, workflows, and heuristics from complex source material.
  • Flexible Output: Supports both single-skill packages and split-skill toolkits based on specific user goals or workflows.
  • Use Case: If you have a large technical manual or a collection of best-practice documents, use this skill to generate a focused, agent-operable skill package that provides clear instructions, checklists, and examples for your team.

Quick Start

Use the aif-distillation skill to process the documentation folder at ./docs and save the resulting skill package to .claude/skills/my-new-skill.

Frequently Asked Questions about aif-distillation

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

FAQPage Schema
How do I convert unstructured documentation into reusable agent skills?▼

Distilling documentation into agent skills extracts transferable principles, workflows, and heuristics from complex source material to create compact, operational packages. This process converts unstructured knowledge into goal-oriented instructions, checklists, and examples for team automation.

What is the best way to turn a folder of technical manuals into automated workflows?▼

The best way to turn technical manuals into automated workflows is using automated distillation to extract transferable principles and generate focused, agent-operable skill packages. This provides clear instructions, checklists, and examples ready for immediate use.

Can I split a large document into multiple agent skill packages based on specific goals?▼

Yes, you can split a large document into multiple agent skill packages. The distillation process supports flexible output, allowing you to generate either single-skill packages or split-skill toolkits based on your specific user goals or workflows.

Does knowledge distillation for agent automation require Python?▼

Yes, knowledge distillation for agent automation requires Python 3 for advanced material preparation. This environment setup is necessary to process complex source materials and organize the resulting skill packages into custom output paths.

How do I save distilled knowledge packages to a custom output path?▼

You save distilled knowledge packages to a custom output path by specifying the target directory during processing. The skill supports custom output paths for organized skill management, such as saving to .claude/skills/my-new-skill.

When should I not use automated knowledge distillation for my documents?▼

You should not use automated knowledge distillation when your source material lacks transferable principles or structured workflows. It is designed for converting scattered books, documents, or URLs into goal-oriented packages, not for processing purely transactional data.

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