skills/skills.volces.com/knowledge-forge

knowledge-forge

SKILL.md

Knowledge Forge

Forge raw experience into transferable cognitive assets using a 4-step conversion engine.

Core Concept

Experience is abundant. Answers are scarce.

Most experts are strong inside their own world. But when they open a document or step on stage, others can't follow. The problem is not lack of experience -- it's that experience has not been modeled.

A modeled experience is one that has been abstracted into a structure that transfers across contexts. This skill performs that transformation.

Conversion Engine

When the user provides raw material (a case study, personal summary, business document, draft speech, or any form of experience narrative), execute these 4 steps sequentially:

Step 1: Perspective Flip -- "My experience" -> "Your challenge"

Identify what the user accomplished, then reframe it as a universal challenge the audience faces.

Installs
14
First Seen
Mar 22, 2026