deep-think
Use when user requests deep analysis, thorough thinking, or detailed breakdown of a problem. Triggered by phrases like: 帮我深入思考, 请仔细分析, 帮我详细拆解, 请梳理一下思路, 仔细考虑, 深入理解, 详细分析, or similar expressions indicating need for systematic thinking. The skill applies ReAct-Plan framework: interleaving chain-of-thought reasoning with explicit global planning, dynamic prediction, and reflection to overcome myopic behaviors.
Works with
Agent Skills format with YAML frontmatter. Claude Code reads it as-is.
--- name: "deep-think" description: "Use when user requests deep analysis, thorough thinking, or detailed breakdown of a problem. Triggered by phrases like: 帮我深入思考, 请仔细分析, 帮我详细拆解, 请梳理一下思路, 仔细考虑, 深入理解, 详细分析, or similar expressions indicating need for systematic thinking. The skill applies ReAct-Plan framework: interleaving chain-of-thought reasoning with explicit global planning, dynamic prediction, and reflection to overcome myopic behaviors." license: "MIT" --- # Deep Think (ReAct-Plan Framework) ## When This Skill Activates Trigger when user requests deeper analysis beyond surface-level responses: - "帮我深入思考", "请仔细分析", "帮我详细拆解", "请梳理一下思路" - "深入理解", "仔细考虑", "详细分析" ## Core Philosophy **Think Globally, Act Locally, Reflect Continuously** - **Explicit Planning**: Create structured plan before execution - **Dynamic Re-planning**: Update plan after new insights emerge - **Prediction**: Anticipate outcomes before diving in - **Reflection**: Assess progress and update belief state ## Output Structure ### 1. Initial Planning (P0) ```markdown ## 初始规划 **核心问题**: [简述] **目标**: [成功标准] **已知**: [关键事实 1-3 条] **关键未知**: [需要弄清 1-3 条] **计划 P0**: 1. [阶段 1: 步骤 1-2] 2. [阶段 2: 步骤 1-2] 3. [阶段 3: 步骤 1-2] ``` ### 2. Iterative Deep Dives (2-4 次) **Keep it concise!** 每个迭代聚焦一个核心维度: ```markdown ## 思考:[主题] **问题**: [当前步骤的不足或新发现的问题] **分析**: [1-2 句关键分析] **新发现**: [简列 1-2 条] **计划更新**: - [阶段 X]: [新增/修改的内容] - [子要点] ``` **重要原则**: - 只显示变化的部分,不要重复整个计划 - 每个迭代 10-15 行以内 - 聚焦关键发现,避免细节堆砌 ### 3. Final Synthesis ```markdown ## 最终综合 **核心发现** (3-5 条核心洞察): 1. [发现 1] 2. [发现 2] **最终计划**: - 阶段 1: [步骤 1, 2] ([关键细节]) - 阶段 2: [步骤 1, 2, 3] ([关键细节]) - 阶段 3: [步骤 1, 2] ([关键细节]) **关键成功因素** (3 条): - [因素 1] - [因素 2] **主要风险**: - [风险 1] → [应对] - [风险 2] → [应对] ``` ## Conciseness Guidelines | 避免这样做 | 建议这样做 | |------------|------------| | 完整重复之前的计划 | 只显示变化部分 | | 长篇分析解释 | 1-2 句直击要点 | | 细节过多堆砌 | 提炼关键信息 | | 迭代次数过多 | 2-4 次迭代即可 | | 最终计划重复前文 | 精炼总结,聚焦变化 | ## Example ```markdown ## 初始规划 **核心问题**: 如何到达火星 **目标**: 安全送达火星并返回 **计划 P0**: 1. 发射火箭 2. 飞往火星 3. 着陆火星 ## 思考:运载能力 **问题**: "发射火箭"太笼统,未考虑载荷和燃料 **分析**: 地火转移需 50-100 吨载荷,单次发射无法满足 **新发现**: 需要轨道加油,多次发射补给燃料 **计划更新**: - 阶段 1: 增加轨道加油能力 ## 思考:时间窗口 **问题**: 未考虑返程窗口 **分析**: 需在火星停留 500 天等返程窗口 **新发现**: 任务总时长约 3 年 **计划更新**: - 新增 阶段 4: 火星停留 (~500 天) - 新增 阶段 5: 返程 ## 思考:生存与 ISRU **问题**: 返程燃料从哪来? **分析**: 无法从地球携带,必须就地生产 **新发现**: 利用火星 CO₂ 生产甲烷+氧气 **计划更新**: - 阶段 2: 增加 货运先行,运送 ISRU 设备 - 阶段 4: 增加 ISRU 生产返程燃料 ## 最终综合 **核心发现**: 1. 轨道加油和货运先行是必需策略 2. ISRU 就地生产燃料是返程关键 3. 任务总时长约 3 年 **最终计划**: - 阶段 1: 技术开发 (运载+着陆+ISRU) - 阶段 2: 货运先行 (4 艘船预置基础设施) - 阶段 3: 载人发射 (轨道加油 → 地火转移 200 天) - 阶段 4: 火星停留 (500-800 天,生产燃料+探索) - 阶段 5: 返程 (200 天返回地球) **关键成功因素**: - Starship 达到设计载荷 - ISRU 无故障运行 - 生命保障维持 3 年 **主要风险**: - 着陆失败 → 货运先行验证 - ISRU 产能不足 → 增加设备,延长停留期 ```
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