klieo-spec

Generic decompose / critique / refine traits and a quality loop runner.

Part of the klieo Rust agent framework.

Features

• Decomposer<I, O>, Critic<T>, and Refiner<T> traits for iterative quality loops
• QualityLoop: bounded-iteration runner with convergence check and telemetry
• Domain-agnostic — plug any decomposer, critic, and refiner

Usage

[dependencies]
klieo-spec = "0.38"

use klieo_spec::QualityLoop;

let result = QualityLoop::new(decomposer, critic, refiner)
    .max_iterations(5)
    .run(input)
    .await?;

Status

0.38.x — pre-1.0; patch releases are backward-compatible. See docs/SEMVER.md.

License

MIT — see LICENSE.