About
About rightmodeler
Proof over guesswork, for the models your agents run on.
rightmodeler is an open-source tool for teams running multi-agent LLM systems. It answers one question with evidence: which model calls can move to a cheaper model without losing quality?
The mission is simple: no model decision on vibes. rightmodeler detects inefficient calls, proves the safe swaps on your own traces against what you already shipped, and applies the fix in your repo. A report and an edit, never a runtime gateway.
rightmodeler is an ELM-OS project. The skill is available today; rightmodeler agent, which ships swaps as pull requests, and Crucible, the analytics and optimization suite, are built on the same proof loop and coming next.
FAQ
- What is rightmodeler?
- An open-source tool for teams running multi-agent LLM systems. It proves, on your own traces, which model calls can move to a cheaper model without losing quality, then applies the safe swaps in your repo.
- Is it open source?
- Yes. The rightmodeler skill is on GitHub and free to run on your own traces today. rightmodeler agent, which opens evidence-backed swap PRs, and Crucible, the analytics and optimization suite, are the products being built on top of it.
- How is it different from observability or a gateway?
- Observability shows you problems; a runtime gateway hijacks live traffic. rightmodeler proves the fix on your own traces and applies it in your repo: detect, prove, fix. Nothing runs in your request path.