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Add Tree Ring Memory#7

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TerminallyLazy wants to merge 1 commit into
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TerminallyLazy:codex/add-tree-ring-memory
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Add Tree Ring Memory#7
TerminallyLazy wants to merge 1 commit into
Transcenda:mainfrom
TerminallyLazy:codex/add-tree-ring-memory

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Summary

  • add Tree Ring Memory to the Agent instructions and Skills toolbox

Why it belongs

  • supports the roadmap item on turning repeated agent mistakes into durable repository knowledge
  • also supports continuity across context resets through project-scoped recall, evidence-backed lessons, and portable skill docs
  • maintained public Rust-native CLI/framework with local SQLite/FTS storage and explicit privacy operations

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