Struct AcgLearner 

pub struct AcgLearner { /* private fields */ }

Learner that derives prompt stability state for ACG.

This learner groups annotated LLM requests by derived ACG profile key, builds prompt IR observations, persists a bounded observation window, and updates the hot cache with the latest stability results.

Implementations

impl AcgLearner

pub fn new( agent_id: impl Into<String>, observation_window: usize, thresholds: StabilityThresholds, ) -> Self

Create a new ACG learner.

Parameters

• agent_id: Agent identifier whose observations should be updated.
• observation_window: Maximum number of observations to retain per profile.
• thresholds: Stability thresholds used during analysis.

Returns

A configured AcgLearner.

Trait Implementations

impl Learner for AcgLearner

fn process_run<'a>( &'a self, run: &'a RunRecord, backend: &'a dyn StorageBackendDyn, hot_cache: &'a Arc<RwLock<HotCache>>, ) -> Pin<Box<dyn Future<Output = Result<()>> + Send + 'a>>

Process one observed run and update backend state plus the hot cache.