One-click install
npx skills add https://github.com/TomazWang/agent-toolkit --skill distill-tomazwang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: distill
Source: https://github.com/TomazWang/agent-toolkit/tree/main/plugins/kb-analysis/skills/distill
Command: npx skills add https://github.com/TomazWang/agent-toolkit --skill distill-tomazwang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Transform learning notes into a structured knowledge base, enabling quick retrieval and cross-topic synthesis.

Core Features & Use Cases

  • Consolidates scattered topics into domain-aligned artifacts
  • Generates domain artifacts like domain.md, questions.json, and entities.json
  • Automates end-to-end KB creation after learning completes

Quick Start

Run the distill process to generate domain artifacts from your completed learning topics.

Frequently Asked Questions about distill

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

FAQPage Schema
How do I turn learning notes into a structured knowledge base?

To turn learning notes into a structured knowledge base, you run an automated distill process that consolidates scattered topic notes into domain-aligned artifacts. This enables quick retrieval and cross-topic synthesis after your learning loop finishes.

What output files are generated when distilling topic notes into a knowledge base?

Distilling topic notes generates structured domain artifacts under kb/output/domains, specifically producing domain.md, questions.json, and entities.json files. These outputs consolidate your scattered topics into grouped domains for quick retrieval and cross-topic synthesis.

When is the right time to distill learning notes into domain artifacts?

The right time to distill learning notes into domain artifacts is when all your topics are complete or after the learning loop finishes. Applying the process at this stage ensures that your scattered topic notes are fully ready for consolidation into a structured knowledge base.

What is the best way to consolidate scattered topics into domain-aligned artifacts?

The best way to consolidate scattered topics into domain-aligned artifacts is to use an automated end-to-end distillation process. This approach transforms completed learning notes into structured knowledge base outputs like domain.md, questions.json, and entities.json for quick retrieval.

Can I automate knowledge base creation after my learning plan is complete?

Yes, you can automate knowledge base creation after your learning plan is complete. The distill process applies once all topics are finished, automatically transforming your kb/wip/ topic notes into structured domain artifacts without manual formatting effort.