v3.45 cond-buffer: fix 4.23 aliasing, audit 21/26 (+1, no regressions)#26

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FluffyAIcode wants to merge 13 commits intomainfrom

AgentMemory/v345-bridge-cond-buffer-7e97

Commits on Apr 21, 2026

v3.48 stacked mechanisms 1+2+3+4: 120-step train + audit = 19/26 (prediction partially refuted)

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v3.49: revert 4.24 runner fallback, enforce context_descriptor substitution ban

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v3.44 rewrite: A attn-pool ctx encoder / B residual-dominant tail / C inter-domain margin / D deterministic save-load / E top1-exclusive bias / F circuit breaker

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v3.44 rewrite: restore DirectionTree.max_depth and leaf_size_violations diagnostic getters

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v3.44 rewrite audit: 18/26 pass under v3.49 runner, fresh init (no ckpt)

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v3.45: implement plan #1 (revert B) and #3 (refresh rare_keywords on write)

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v3.45 audit: 20/26 pass (+2 vs v3.44-rewrite 18/26, +1 vs v3.48 19/26)

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v3.45 cond-buffer: fix 4.23 diagnostic-buffer aliasing

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v3.45 cond-buffer audit: 21/26 pass (+1 vs v3.45 revertB/refreshD, no regressions)

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