self-iteration-loop

What problem does it solve?

It solves the problem of recurring recommendations and performance claims disappearing after the next run, even when they were right or wrong.

Core Features & Use Cases

• Automatic feedback-loop hook: After any qualifying recurring process build, it surfaces a one-sentence offer to wire in tracking before any follow-up questions.
• Claim extraction + intercept design: It identifies the specific falsifiable claim embedded in the output and prompts you to define where you’ll naturally react.
• Correct routing to the right storage layer: It guides how corrections should be stored (preferences vs process-level learning vs domain/workspace knowledge) so future runs actually improve.
• Capture + load wiring guidance: It defines where signals/corrections get captured and where they must be read back before generating outputs again.

Quick Start

Install Runneth on a recurring routine that outputs recommendations, then ask it to wire in a capture mechanism so your feedback tracks whether those claims were right over time.