Struct PromptingLearningCoordinator 

pub struct PromptingLearningCoordinator { /* private fields */ }

Coordinates learning and promotion of technique effectiveness

Implementations

impl PromptingLearningCoordinator

pub fn new(bks_cache: Arc<Mutex<BehavioralKnowledgeCache>>) -> Self

Create a new learning coordinator

pub fn with_thresholds( bks_cache: Arc<Mutex<BehavioralKnowledgeCache>>, promotion_threshold: f32, min_uses: u32, ) -> Self

Create with custom promotion thresholds

pub fn record_outcome( &mut self, cluster_id: String, techniques: Vec<PromptingTechnique>, task_description: String, success: bool, iterations: u32, quality_score: f32, )

Record outcome of using specific techniques

This is called after task completion to track which techniques worked.

Arguments

• cluster_id - The cluster that was matched
• techniques - The techniques that were used
• task_description - Description of the task
• success - Whether the task completed successfully
• iterations - Number of iterations used
• quality_score - Quality score (0.0-1.0)

pub fn should_promote( &self, cluster_id: &str, technique: &PromptingTechnique, ) -> bool

Check if technique should be promoted to BKS

Promotion criteria (same as SEAL patterns):

• Reliability > threshold (default: 0.8 / 80%)
• Total uses > min_uses (default: 5)

Returns

• true if technique qualifies for promotion

pub async fn promote_technique_to_bks( &mut self, cluster_id: &str, technique: &PromptingTechnique, ) -> Result<bool>

Promote technique to BKS

Creates a BehavioralTruth with effectiveness information and submits to BKS. This allows other users to benefit from the learned effectiveness.

pub async fn check_and_promote_all( &mut self, ) -> Result<Vec<(String, PromptingTechnique)>>

Check and promote all eligible techniques

This should be called periodically (e.g., after each task completion) to promote techniques that have reached the threshold.

pub fn get_stats( &self, cluster_id: &str, technique: &PromptingTechnique, ) -> Option<&TechniqueStats>

Get statistics for a specific technique in a cluster

pub fn get_all_stats( &self, ) -> &HashMap<(String, PromptingTechnique), TechniqueStats>

Get all statistics

pub fn get_recent_records( &self, count: usize, ) -> Vec<&TechniqueEffectivenessRecord>

Get recent records (last N)

pub fn get_cluster_summary(&self, cluster_id: &str) -> ClusterSummary

Get statistics summary for a cluster

pub fn prune_old_records(&mut self, keep_count: usize)

Clear old records (keep only recent N records)

pub fn get_thresholds(&self) -> (f32, u32)

Get promotion thresholds