ralph-claude-code: Autonomous Development Loop With Intelligent Exit Detection — 7,912 Stars

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frankbria/ralph-claude-code implements an autonomous development loop for Claude Code built around 'intelligent exit detection' — monitoring Claude's output semantically to determine when to continue, pause, or terminate autonomous execution rather than relying on fixed iteration counts or timeouts. Shell-based with no external dependencies, it provides a minimal harness for extended overnight coding sessions and resolves the primary failure mode of naive autonomous loops that run indefinitely on blocked or hallucinating tasks. At 7,912 stars, it fills a gap between the official /loop command and full orchestration frameworks.