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Project knowledge base and workflow routing. Knowledge contains previously explored file locations, module boundaries, and call chains — reuse directly instead of re-locating; decisions/maxims are settled architectural decisions and coding principles — follow them, don't re-debate; pipelines are reusable workflows. Use self-improve to capture new findings after tasks. Provides init, upgrade, migrate, doctor, self-improve, and loop tools.