self-correction

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rohansx / reflect

Self-correction engine for AI coding agents - implements the Reflexion paper (Shinn et al., 2023) as a Rust MCP server. Turns failures into persistent, searchable lessons that prevent the same mistakes across sessions.

rust sqlite mcp developer-tools ai-agents claude reflexion self-correction llm-tools mcp-server error-patterns

Updated Mar 29, 2026
Rust

Ruffian-L / niodoo-autonomous-self-correction-and-dynamic-control-loops-in-ai

Star

Experimental local assistant runtime for GGUF models that steers token generation with activation perturbations and verbal control loops for self-correction, continuity, and future memory-driven support.

rust self-correction ai-assistant llm local-ai gguf inference-time activation-steering

Updated Aug 23, 2026
Rust

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