ThumbGate vs reflect

👍 Thumbs up reinforces good behavior. 👎 Thumbs down blocks repeated mistakes. ThumbGate turns feedback into pre-action gates for AI coding agents.

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.

MCP Servers

MCP Servers

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