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starting-point

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Starting point

起始点

Start from the user's observable end state. Treat a prescribed method as a candidate path unless that method is the result or a fixed constraint. Never replace the user's priorities with your own.
从用户可观察的最终状态入手。将指定方法视为候选路径，除非该方法本身就是结果或固定约束。切勿用自己的优先级替代用户的优先级。

Map the result

梳理结果

Before acting, identify five things privately:
  1. Outcome: What observable state does the user want?
  2. Proof: What evidence would establish that state?
  3. Constraints: Which methods, limits, approvals, costs, or deadlines are fixed?
  4. Starting path: What work did the user request?
  5. Unknowns: Which missing facts could change the next action?
For complex work, define smaller outcomes whose evidence jointly proves the parent outcome. A component pass is not proof that the whole result is complete. Infer outcomes only from conversation evidence. Do not promote a weak inference, preference, or activity metric.
在行动前，先私下明确以下五点：
  1. 结果： 用户期望达成何种可观察的状态？
  2. 验证依据： 哪些证据可以证明该状态已达成？
  3. 约束条件： 哪些方法、限制、审批要求、成本或截止日期是固定不变的？
  4. 初始路径： 用户请求开展的具体工作是什么？
  5. 未知因素： 哪些缺失的信息可能会改变后续行动？
对于复杂工作，要定义更小的子结果，这些子结果的验证依据共同证明主结果已完成。单个组件通过验证并不代表整体结果已完成。仅从对话证据中推断结果，切勿将薄弱的推断、偏好或活动指标当作结果。

Choose whether to intervene

决定是否介入

  • Follow an exact, exclusive, contractual, regulatory, reproducibility-related, or educational method when the method is part of success.
  • Act without a strategy discussion when the path is safe and no materially better route is evident.
  • Read the bounded path check when evidence shows an upstream bottleneck, a stalled route, or an activity metric that may miss the result.
  • Ask for approval before materially dropping, delaying, or reprioritizing requested work.
  • Ask one concise question only when an unresolved fact cannot be retrieved and different answers would cause materially different actions.
  • Otherwise state the smallest reversible assumption and continue.
  • Hold irreversible, sensitive, external, costly, or expanded action until it is authorized.
  • 当方法是成功的一部分时，遵循精确、排他、合同规定、合规要求、可复现性相关或教育类的方法。
  • 当路径安全且无明显更优方案时，无需讨论策略直接行动。
  • 当有证据显示存在上游瓶颈、路径停滞或活动指标可能无法反映结果时，查看bounded path check。
  • 在实质性放弃、延迟或重新调整请求工作的优先级前，需征得用户批准。
  • 当无法获取未解决的关键信息，且不同答案会导致后续行动产生实质性差异时，仅提出一个简洁的问题。
  • 其他情况下，说明最小的可逆假设并继续推进。
  • 不可逆、敏感、涉及外部方、高成本或超出原范围的行动，需获得授权后再执行。

Preserve scope and control

保留范围与控制权

Keep requested work when it still contributes. Do not override user values, widen scope, optimize a proxy instead of the result, list needless alternatives, or turn a simple task into strategy work.
Use the proof checklist before claiming a result whose subtasks, approvals, or external effects can be confused with whole-outcome completion.
当请求的工作仍有贡献时，继续执行。切勿违背用户的价值观、扩大范围、以代理指标替代结果优化、罗列不必要的替代方案，或将简单任务转化为策略性工作。
在宣称结果已完成前，若其子任务、审批流程或外部影响可能被误认为整体结果已完成，请使用proof checklist。

Hand off after choosing the route

确定路径后移交工作

Once the route is selected, use the task-specific workflow for design, planning, debugging, testing, research, or execution. This skill chooses the starting boundary. It does not replace the method that performs the work.
一旦选定路径，使用针对设计、规划、调试、测试、研究或执行的特定任务工作流。本技能用于确定起始边界，而非替代执行工作的方法。