Overview › 1 Modelsb. Finding specialists
Finding specialists 1 optimization.
i. Pick the model per role or call site rather than one model everywhere, and set its reasoning effort and sampling parameters per site; tune each role's prompt to its model (GEPA raised every model tested at lower cost).
Try it for yourself Paste this into Claude Code, or any coding agent, in your agent's repo to check it for these signs.
Read these agent optimizations (Models: Finding specialists), each with the signs that it applies:
- 1.b.i Match the model and its effort to each call site and query class: https://mahalsystems.ai/aot/optimizations/model-and-effort-per-call-site.md
Then check whether any of them applies to the agent in this repository. Look for each one's signs under "When it applies" in its code, prompts and tools, and in any traces or eval results you can find. Tell me which apply, strongest first, with what you found for each. Don't change anything yet. Copy prompt 
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