官方发行版与内核契约以 upstream 为准；本地定制记录见 handoff/distros/SCHOOL_CUSTOMIZATIONS.md。
Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MC ...
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