I did some benchmarking, and the results are interesting.
https://analyzer.spec-kitty.ai/p...
Agent Analyzer guidance reduced measured token waste and API-rate cost in repeated controlled runs.
On the larger noisy repo, three fresh Agent Analyzer guided runs averaged 12,370 fewer estimated tokens, 12,698 fewer tool-output tokens, 504 fewer Claude output tokens while preserving the quality gate. Repriced at published Claude Sonnet 4.6 API rates, the repeated mean delta was -$0.059207, or 23.986% lower cost.
Some of the techniques and tools used are shown here:
https://analyzer.spec-kitty.ai/p...
We'll be launching the tool on PH tomorrow, hope you support us!

Thank you everybody who supported us on launch day! I hope the product helps you cut down on your token use. I'm also keen to get feedback from those of you who actually downloaded and installed the plugin that the tool generates (that's the main point of the product, after all!) Especially important would be to report if there are any problems with the skills, commands, or tools recommended? I'm going to roll an update to the tool so that it can analyze your usage Post-installation of the plugin to prove the savings.
Cheers,
Robert