use async_trait::async_trait;
use tokio::sync::Mutex;
use crate::error::Result;
use crate::interfaces::brain::{BrainContext, BrainEvent, BrainPlugin};
#[derive(Debug, Clone)]
pub struct LearningProfile {
pub strategy: String,
pub success: bool,
}
pub struct MetaLearningBrain {
last_profile: Mutex<Option<LearningProfile>>,
}
impl MetaLearningBrain {
pub fn new() -> Self {
Self {
last_profile: Mutex::new(None),
}
}
pub async fn last_profile(&self) -> Option<LearningProfile> {
let guard = self.last_profile.lock().await;
guard.clone()
}
fn assess(message: &str) -> LearningProfile {
let lower = message.to_lowercase();
if lower.contains("example") {
return LearningProfile {
strategy: "example_driven".to_string(),
success: true,
};
}
if lower.contains("confused") || lower.contains("not sure") {
return LearningProfile {
strategy: "theory_first".to_string(),
success: false,
};
}
LearningProfile {
strategy: "incremental".to_string(),
success: true,
}
}
}
#[async_trait]
impl BrainPlugin for MetaLearningBrain {
fn name(&self) -> &str {
"meta_learning"
}
fn description(&self) -> &str {
"Tracks which teaching strategies work"
}
async fn on_event(&self, event: BrainEvent, _ctx: &BrainContext) -> Result<()> {
if let BrainEvent::UserMessage { text, .. } = event {
let profile = Self::assess(&text);
let mut guard = self.last_profile.lock().await;
*guard = Some(profile);
}
Ok(())
}
}