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I’ve been using both families of models inside pi/piclaw (https://rcarmo.github.io/projects/piclaw/ https://rcarmo.github.io/projects/piclaw/) and I assure you

by rcarmo 2mo ago

I’ve been using both families of models inside pi/piclaw (https://rcarmo.github.io/projects/piclaw/ https://rcarmo.github.io/projects/piclaw/) and I assure you they work _better_ in that environment than in the originals. The models are not trained to the harnesses, the harnesses provide cues that the models follow.

whazor 2mo ago
You can see the approach in his post: https://howaboua.dev/writing/how-i-gave-pi-17-tools-without-loading-17-schemas/ https://howaboua.dev/writing/how-i-gave-pi-17-tools-without-... The result: 38% fewer startup tokens, 17 tools exposed through just three schemas, and 19 skills loaded only when needed.
- n6242 2mo ago
  The changing header is really distracting when trying to read your blog. Then it followed me when I scrolled and I just gave up.
  - whazor 2mo ago
    Not my blog :)
- rcarmo 2mo ago
  It's pretty much what I do as well, piclaw has had selective tool activation since... March, I think.