Tag: token-optimization
All the articles with the tag "token-optimization".
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The More Rules You Add, the Less Claude Listens — I Sent a Team of Agents to Trim My Setup and Cut 36% of Always-On Context
Late at night I got Opus 4.8, and my weekly quota happened to reset. The first thing I did was put my harness on a diet. A COO student who had burned through 88% of his 1M context made me face one thing squarely: the more rules you add, the less the model listens.
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規則越加，Claude 越不聽話——派一隊 AI 重整設定，常態上下文省 36%
半夜拿到 Opus 4.8、額度剛好重置，我做的第一件事是減肥我的 harness。一個 COO 學員把 1M 上下文用到 88% 的案例，讓我認真面對一件事：規則加越多，模型反而越不聽話。
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Digging into Claude Code's JSONL: Manual Context Usage, Cache Types, and Compact Detection
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挖 Claude Code 的 JSONL：手動算 context 用量、分辨快取類型、偵測 compact
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cc-audit: A Skill That Forces You to Save Claude Code Quota
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cc-audit：一個強迫你省 Claude Code 額度的 Skill
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Claude Code's Cache Crisis: Why Your Quota Burns So Fast
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Claude Code 的快取危機：為什麼你的額度燒得那麼快？