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Model-routing guidance across the rules, skills, and harness-steering docs still recommends Sonnet 4.6 / Opus 4.5-4.6 by name. Readers on the current generation have to map those onto Sonnet 5 / Opus 5 themselves, and the recommendation reads as pinned to a superseded generation. Renames the recommended models in guidance tables and updates two pinned model IDs in code samples: - rules/steering guidance: .cursor, .kiro, and the seven translated performance.md copies (ja-JP, zh-CN, zh-TW, ko-KR, pt-BR, es, tr) - skills/prompt-optimizer complexity-routing table (+ zh-CN copy) - skills/cost-aware-llm-pipeline MODEL_SONNET constant (+ zh-CN, ja-JP) - docs/examples project-guidelines template, which pinned the invalid ID claude-sonnet-4-5-20250514 (+ zh-TW, ja-JP copies) Deliberately left alone: - The "Pricing Reference (2025-2026)" table in cost-aware-llm-pipeline. Renaming those rows while keeping the existing per-token figures would assert Claude 5 pricing this change has not verified. - Executable model config (.opencode/opencode.json, agent.yaml). Those pins change real agent behavior and belong in their own reviewed change. - Historical and illustrative references: the-shortform-guide session transcripts, the ECC-PRO roadmap log entry, gan-style-harness's "Opus 4.5-class"/"Opus 4.6-class" capability tiers, and strategic-compact's deliberately generic "400k Opus 4.x" example. - docs/ATLAS-CLOUD-GUIDE.md, which lists a third-party provider's catalog. Documentation wording only; no behavioral change. Co-authored-by: Phumchai Tanonsi <274848436+phumchai1515-prog@users.noreply.github.com>
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性能优化
模型选择策略
Haiku 4.5 (具备 Sonnet 90% 的能力,节省 3 倍成本):
- 频繁调用的轻量级智能体
- 结对编程和代码生成
- 多智能体系统中的工作智能体
Sonnet 5 (最佳编码模型):
- 主要的开发工作
- 编排多智能体工作流
- 复杂的编码任务
Opus 5 (最深的推理能力):
- 复杂的架构决策
- 最高级别的推理需求
- 研究和分析任务
上下文窗口管理
避免使用上下文窗口的最后 20% 进行:
- 大规模重构
- 跨多个文件的功能实现
- 调试复杂的交互
上下文敏感性较低的任务:
- 单文件编辑
- 创建独立的实用工具
- 文档更新
- 简单的错误修复
扩展思考 + 计划模式
扩展思考默认启用,最多保留 31,999 个令牌用于内部推理。
通过以下方式控制扩展思考:
- 切换:Option+T (macOS) / Alt+T (Windows/Linux)
- 配置:在
~/.claude/settings.json中设置alwaysThinkingEnabled - 预算上限:
export MAX_THINKING_TOKENS=10000(bash)或$env:MAX_THINKING_TOKENS = "10000"(PowerShell) - 详细模式:Ctrl+O 查看思考输出
对于需要深度推理的复杂任务:
- 确保扩展思考已启用(默认开启)
- 启用 计划模式 以获得结构化方法
- 使用多轮批判进行彻底分析
- 使用分割角色子代理以获得多元视角
构建故障排除
如果构建失败:
- 使用 build-error-resolver 智能体
- 分析错误信息
- 逐步修复
- 每次修复后进行验证