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- Migrated loop triggers to a TypeScript MCP server with Zod schema validation. - Transitioned Ralph Mode state management to AfterTool hooks for improved reliability. - Hardened controller logic with explicit iteration limits and failure re-injection. - Optimized autonomous directive to eliminate agent hesitation at cycle completion. - Updated extension configuration to support the compiled MCP server artifact.
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Ralph Mode (Autonomous Loop)
Ralph Mode is a functionality based on the Geoffrey Huntley's Ralph loop technique for the Gemini CLI that enables continuous autonomous development cycles. It allows the agent to iteratively improve your project until completion, following an automated Red-Green-Refactor loop with built-in safeguards to prevent infinite loops.
--max-iterations=N: Change the retry limit (default: 10).--completion-word=WORD: Change the work completion magic word (default: TRACK_COMPLETE).