Reduce translator-query skill token usage#7
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Token cost scales with assistant turn count because the cached prompt prefix is re-sent every turn. Cut turns and shrink the always-loaded prefix: - Add an Efficiency section: work silently (no narration between tool calls), batch independent commands, plan hops up front. - Add drug-class guidance to Strategy 1 so class-member queries are issued deliberately instead of after a surprise re-query. - Move Strategy 3/4 and Domain Knowledge to an on-demand REFERENCE.md so they no longer load into context on every turn. Closes #6 Co-Authored-By: Claude <noreply@anthropic.com>
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Summary
cache_read.SKILL.md: work silently (no narration between tool calls), batch independent commands, plan hops up front.REFERENCE.mdso they no longer load into the prefix on every turn.Closes #6
Test plan
total_tokensinbenchmarks/results/tct_session_metrics.csv.REFERENCE.mdwhen a multi-hop / single-KP task needs it.🤖 Generated with Claude Code