`Handoff direction: ${direction}\n\nPrepare a real handoff in the current session and current context. Before calling the handoff tool, capture any reusable state in the ledger if needed. Then complete the picture in a concise but sufficiently detailed handoff brief and call the handoff tool in this turn. Preserve the important knowledge that is still only present in the current context so the next clean context can start well without re-deriving it. Use any structure that makes the next work unambiguous. Include findings, current state, unresolved questions, failed paths worth avoiding, next steps, refs, constraints, and spawn ideas when useful. Reference ledger entries by name when relevant.`,
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