SkillFade – Track and visualize skill decay over time

Summary: SkillFade monitors skill degradation by measuring learning decay, input-to-practice balance, and practice scarcity. It provides data on which skills are fading due to lack of reinforcement, helping users maintain proficiency. The tool prioritizes privacy and offers full data export without gamification or social features.

What it does

SkillFade tracks skill freshness using a decay algorithm that reduces skill strength by about 2% daily without practice, adjusted by recent learning activity. It highlights skills needing more application by analyzing learning-to-practice ratios.

Who it's for

Individuals seeking visibility into their skill retention and decay, especially those who consume tutorials but rarely apply learned skills.

Why it matters

It addresses the lack of awareness around skill fading by providing clear, data-driven insights before skills are lost.