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.
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.
Proven everywhere
4/4
Significant on every benchmark
Every one of the four benchmarks improved with a statistically significant margin: SkillsBench +7.5pp, Cybench +4.0pp, QwenClawBench +2.8pp, GDPVal +1.5pp.
SkillsBench
+7.5pp
Peak
+146%
Biggest lift of any benchmark
Pooled pass-rate gain of +7.5pp (relative +76%). On the strongest pairing, scores jumped 9.2 → 22.6 — a +146% gain.
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.
PLUGIN INTEGRATIONS
Bring SkillHub to your agent with one prompt
SkillCorpus plugins are now available for the agents below.
Paste the install prompt into your agent and it will follow the setup guide for you.
DeepSeek Harness
WorkBuddy
OpenClaw
Hermes
Raven
More agents
Comming soon
