Handwritten skills are dead. Microsoft just taught them to self-evolve.
— AlphaSignal (@AlphaSignalAI) 7 juin 2026
Most agent skill docs are handwritten and brittle. They rarely improve once shipped.
Microsoft Research just released a paper fixing this.
It treats the skill file as a frozen agent's trainable state. A… pic.twitter.com/wG1DsD353j
Handwritten skills are obsolete. Microsoft has now enabled them to self-evolve. Most agent skill documents are manually written and fragile. They rarely improve after deployment. Microsoft Research has just published a paper addressing this issue. It treats the skill file as a trainable state of a frozen agent.