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1.1 KiB
1.1 KiB
效能優化
模型選擇策略
Haiku 4.5(Sonnet 90% 能力,3 倍成本節省):
- 頻繁呼叫的輕量 agents
- 配對程式設計和程式碼產生
- 多 agent 系統中的 worker agents
Sonnet 4.6(最佳程式碼模型):
- 主要開發工作
- 協調多 agent 工作流程
- 複雜程式碼任務
Opus 4.6(最深度推理):
- 複雜架構決策
- 最大推理需求
- 研究和分析任務
上下文視窗管理
避免在上下文視窗的最後 20% 進行:
- 大規模重構
- 跨多個檔案的功能實作
- 除錯複雜互動
較低上下文敏感度任務:
- 單檔案編輯
- 獨立工具建立
- 文件更新
- 簡單 Bug 修復
Ultrathink + Plan 模式
對於需要深度推理的複雜任務:
- 使用
ultrathink增強思考 - 啟用 Plan 模式 以結構化方法
- 用多輪批評「預熱引擎」
- 使用分角色子 agents 進行多元分析
建置疑難排解
如果建置失敗:
- 使用 build-error-resolver Agent
- 分析錯誤訊息
- 增量修復
- 每次修復後驗證