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The Self-Reflection skill for contextd empowers Claude to perform recursive analysis on its own operational history. By mining memories and behavioral data, it identifies systemic patterns such as rationalized skips, overclaiming, and ignored instructions. It goes beyond simple error logging by performing causal chain analysis to find root causes in project documentation (CLAUDE.md) and provides pressure-tested remediations. This skill is essential for maintaining a healthy ReasoningBank and ensuring that agent behavior remains aligned with project requirements over long-term development cycles.
