Recommend AI agent configuration
recommend_agent_configurationDiagnose why a deployed AI agent fails and receive recommended configuration settings including platform parameters and risk warnings.
Instructions
Diagnose why a deployed AI agent may fail. Takes environmental entropy, predictability, stakes, context horizon, and commitment style, then returns receiver profile values (TI, SG, FT, UE, AR), platform parameters (temperature, top_p, strategy), regime prediction, reasoning, and warnings. Deterministic, stateless, read-only — does not store past recommendations.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| task | No | ||
| environment | No | ||
| target_platform | No | The platform whose runtime parameters should be recommended. | anthropic |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| warnings | Yes | ||
| reasoning | Yes | ||
| confidence | Yes | ||
| predicted_regime | Yes | ||
| receiver_profile | Yes | ||
| platform_parameters | Yes | ||
| imm_principles_applied | Yes |