Demi Wang
@demisama_
Exploring & Building @LTIatCMU | Intern @MicrosoftAI | Ex @BytedanceTalk @Cal | LLMs, Agents, Reasoning | They/She | On the Job Market!
1.5K Following 3.4K Followers
Excited to share my first project @MSFTResearch 🎉!!
We built Web Skill Factory, which turns successful web-agent runs into reusable programs: verify what worked, distill it into parameterized code, then run or adapt it for future tasks.
On a held-out WebArena subset, skill reuse improved accuracy from 55% to 70% and reduced average steps from 17.1 to 14.7. A fresh agent solve can take around 10 minutes, while replaying a skill directly takes about 40 seconds with zero tokens.
Our goal is to build skills agents can execute, not just instructions they reread. Feedback is very welcome, and a GitHub star would mean a lot!
🔗 Check it out:
A few more thoughts below 🧵
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