Reflect open-sources a self-learning memory layer for Claude Code

tom_doerr · x · 2026-07-26

Reflect is an open-source system for Claude Code that learns from your corrections and stores them permanently, so the agent can stop repeating the same mistakes.

The project positions itself as a self-improving layer for Claude Code: you correct the agent once, and the system turns that feedback into persistent memory for future runs. The README frames it as a "correct once, never again" workflow for coding tasks and automation.

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