Context Catchup
FlorianBruniaux/claude-code-ultimate-guideSource at 73e1dec (opens GitHub)
Nothing to cut.
We built a cheaper version and ran both on the same tasks. It wasn't better, so the original stays as it is.
- We tried prepared facts, and didn't keep it because the saving wasn't consistent across runs.
What AIR found
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On a smaller model
Same results on a smaller model, for less.
34% cheaper per run
A separate result from the token saving: this is the cost of running the same skill on a smaller model, and the two are never added together.
| Task | Results | Cost |
|---|---|---|
| Context restoration after break | Same results | 34% cheaper |
| Prioritize work from state | Not compared | Not compared |