SkillBill

Lint the wiki

AgriciDaniel/claude-obsidianSource at 7040a2a (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

On a smaller model, the results dropped.

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.

Each task on the smaller model against the default model
TaskResultsCost
Vault health checkLower results41% cheaper
Vault audit with metadataNot comparedNot compared

Measured in the prepared-facts study, Sep 26, 3 runs per task, graded blind. How we measured

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