The Self-Evolving Skill library
Skills that evolve every time your agents use them.
EverSkill auto-improves 1,240 skills a week — driven by real usage signals + Skillbench regression.
The end of static prompt libraries.
Read the benchmark
WHY WE'RE DIFFERENT
Why this Skill Library is different
Four numbers that show why — every skill is open, measured, editable, and learns from how you actually use it.
SkillForge
100/ k
Quality at scale
500K prompts crawled, scored on 12 axes, narrowed to 100K. Every skill ships with a Skillbench score.
SkillRouter
47%
SFT retrieval
A purpose-trained model picks the right skill for each task — 47% fewer tokens than stuffing everything into the prompt.
Skillbench 74K
13+ %
Verifiable
A public benchmark across 30 scenarios. +13% pass rate over base prompts. Every claim links to the report.
EverSkill
1,240
Self-evolving
Skills improve automatically via usage signals + regression tests. 1,240 updated in the last 7 days.
YOURS TO SHAPE
Open + editable — yours to shape
Every skill exposes its source. Install your own version privately — or grow a new one from your memory with a single sentence.
