self-improve-harness

Automate continuous improvement by running a cron-based orchestrator that coordinates proposals, scoring, and validations against a manifest of skills and docs. The loop prioritizes weak or stale targets and applies changes atomically with rollback safety gates.

An autonomous self-improvement loop enforces safety through manual approval gates, quiet hours, and auditable atomic applies. If a validation fails, the harness executes a rollback to revert changes and maintain production stability.

Yes, the harness requires a pluggable proposer and scorer to drive skill validation and self-improvement. You configure these components alongside a configuration file to define proposal generation and scoring behavior.

Schedule autonomous skill management using the built-in cron-based orchestrator combined with quiet hours configuration. This ensures the loop identifies and updates stale targets without conflicting with active development or production workloads.

Yes, you need a configuration file to run the self-improvement orchestrator. This file defines the manifest of skills, docs, and configs, along with the pluggable proposer, scorer, and validator required to drive the autonomous loop.

Limitations include the dependency on external proposer, scorer, and validator plugins to function, and the requirement of manual approvals during quiet hours, which can pause the autonomous loop until intervention occurs.