Convergence Detection And Loop Termination

Continuous Claude is a CLI wrapper I made that runs Claude Code in an iterative loop with persistent context, automatically driving a PR-based workflow. Each iteration creates a branch, applies a focused code change, generates a commit, opens a PR via GitHub's CLI, waits for required checks and

Unique: Implements automatic termination logic that prevents runaway iteration loops by detecting output stability or applying iteration budgets, rather than requiring manual intervention or external orchestration to stop the loop.

vs others: More cost-effective than unbounded iteration and more autonomous than frameworks requiring explicit stop signals, though less sophisticated than learning-based convergence detection.