Trait EvolutionRuntime 

pub trait EvolutionRuntime: Send + Sync {
    // Required methods
    fn feedback<'a>(
        &'a self,
        agent: &'a str,
        rating: u8,
        comment: Option<&'a str>,
    ) -> BoxFuture<'a, Result<f64>>;
    fn remember<'a>(
        &'a self,
        agent: &'a str,
        insight: &'a str,
        tags: &'a [String],
    ) -> BoxFuture<'a, Result<()>>;
    fn evolve<'a>(
        &'a self,
        agent: &'a Agent,
        context: &'a EvolutionContext,
    ) -> BoxFuture<'a, Result<String>>;
    fn rollback<'a>(
        &'a self,
        agent: &'a str,
        version: u32,
    ) -> BoxFuture<'a, Result<String>>;
}

Persistent self-evolution primitives (Sixth Principle: persistent self-evolution).

This trait is the Phase 2 addition in the independent agent-kernel repository. Implement this trait in the product shell (e.g. OhMyZeroClaw) to wire up feedback tracking, memory storage, SOUL.md optimization, and version rollback.

Only the trait definition lives in the kernel — no implementation provided.

Required Methods

fn feedback<'a>( &'a self, agent: &'a str, rating: u8, comment: Option<&'a str>, ) -> BoxFuture<'a, Result<f64>>

Record user feedback for an agent and return the updated quality_score.

fn remember<'a>( &'a self, agent: &'a str, insight: &'a str, tags: &'a [String], ) -> BoxFuture<'a, Result<()>>

Store a discussion insight into the agent’s persistent memory.

fn evolve<'a>( &'a self, agent: &'a Agent, context: &'a EvolutionContext, ) -> BoxFuture<'a, Result<String>>

Evolve an agent’s SOUL.md given an EvolutionContext. Returns the new SOUL.md.

fn rollback<'a>( &'a self, agent: &'a str, version: u32, ) -> BoxFuture<'a, Result<String>>

Roll back an agent’s SOUL.md to a specific version. Returns the rolled-back SOUL.md.

Implementors