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Token Savings Simulation

When agents guess installs, they burn tokens on:

  • wrong package names
  • OS‑specific install commands
  • error messages & retries

Quick example

Guessing loop: 6–12 requests AgentKit flow: 1–2 requests

Result: fewer tokens, faster setup, less frustration.

Token Savings Simulator

Estimate how much setup budget you save by using deterministic recipes.

Estimated savings: 7,200 tokens (~75%)