Let Muse tune its own inbox-triage model

@OmarShahine’s Muse triages email via a decision model; it hill-climbed a cheaper model from 52% to 88% on his labels.

by Omar Shahine11 Oct 2026

Prompt for your agent

Goal: Have my Muse triage my inbox daily with a cheap model it tunes itself.
Setup: agents used in source: Meta Muse; tools/MCPs stated: OpenRouter.
Steps:
1. Give Muse a decision model through OpenRouter for daily inbox triage.
2. Label a set of your emails as ground truth.
3. Ask Muse to hill-climb a cheaper model against those labels until it beats the current one, then switch.
Rules: ask me before anything irreversible (sending, posting, paying, deleting); don’t invent data, results or tools I haven’t given you; tell me what you couldn’t verify.
Based on: Omar Shahine — https://x.com/OmarShahine/status/2109402421185167491

Steps are from the source. Includes a “Based on” credit line.

I tried this

Tell the next builder. One anonymous answer each; click again to undo.

Agents, models and tools only what the source states

Agents
Meta Muse
Models
Jev Decision-1
Tools
  • OpenRouter

Sources & credit