Skill Forge

This is the flywheel that makes the skill library self-improving.

When To Activate

Trigger when:

• Claude solves a problem that took multiple attempts
• Claude discovers a non-obvious pattern or gotcha
• A debugging session reveals something others would hit
• User says "we should remember this" or "make this a skill"
• Claude catches itself about to make a mistake it's made before