Struct ScalarTemperature 

pub struct ScalarTemperature {
    pub trit: i8,
    pub confidence: f32,
    pub temperature: f32,
    pub reasoning: String,
    pub prompt_hint: String,
}

Maps a ternary decision to a recommended LLM sampling temperature.

The core insight: ternary state directly encodes how much exploration an AI agent should do in its next generation step.

+1 (affirm, high confidence) → low temperature [0.05–0.3] — be precise 0 (tend, uncertain) → high temperature [0.7–1.0] — explore options -1 (reject, high confidence) → very low temperature [0.05–0.15] — be firm in refusal

The exact value within each range scales with confidence: high confidence → toward the extreme of the range low confidence → toward the middle of the range

Fields

trit: i8

confidence: f32

temperature: f32

reasoning: String

prompt_hint: String

Recommended system prompt addendum based on ternary state

Trait Implementations

impl Clone for ScalarTemperature

fn clone(&self) -> ScalarTemperature

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ScalarTemperature

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.