Context Budget
Compaction is not free: it rewrites the conversation surface and costs latency. Know how many turns you have left before you need it.
Turns left
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Compact at turn
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Overflow at turn
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Headroom now
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Numbers are estimates from your own inputs, not measurements. Token accounting differs per provider and per tool surface; treat the result as a planning aid, not a contract.