Token saving engine: turn-based hierarchical output tiering, tool-result hash deduplication, a KV-cache-safe prompt slot, a loop breaker with a thinking watchdog, prior-session recall through the harness FTS5 index, and a bridge to the microsoft/TokenEconomizer stdlib-only Python engine (pinned commit). CLI: dsh-te.
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