diagnose-problem
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Original
English🇨🇳
Translation
ChineseDiagnose a Problem
诊断问题
The goal is an evidence-backed causal explanation, not a list of plausible fixes.
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Frame the problem. Record the observed and expected behavior, scope, impact, environment, and when it began. Keep observations separate from interpretations.
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Locate the divergence. Gather the smallest relevant evidence and trace the behavior toward the earliest point where reality differs from expectation. Preserve useful inputs, versions, timestamps, and environment details.
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Reproduce when safe. Find the smallest faithful check. For intermittent problems, repeat under controlled conditions and vary one factor at a time. If reproduction is not possible, state what the available evidence can and cannot establish.
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Test competing explanations. Keep only plausible hypotheses. For each, identify an observation it predicts; choose the next check for its ability to distinguish explanations, and look for evidence that could disprove the leading one.
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Establish the causal mechanism. Trace the evidence from symptom to trigger to responsible boundary and mechanism. Challenge the strongest alternative. Do not treat correlation or proximity as proof of cause.
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Report the result. State whether the cause is confirmed, likely, or unresolved; give the supporting evidence, material alternatives considered, checks performed, and remaining uncertainty. Include the smallest supported fix and how to verify it. If a fix is requested, use these findings as input to a separate implementation step following the project's conventions; this skill does not require another skill to be installed.
目标是给出有证据支持的因果解释,而不是罗列可能的修复方案。
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界定问题。 记录观察到的行为和预期行为、影响范围、影响程度、环境,以及问题何时开始。将观察事实与解释区分开来。
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定位偏差。 收集最少但相关的证据,并追踪行为,直到找到实际情况与预期出现差异的最早节点。保留有用的输入、版本、时间戳和环境信息。
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在安全的情况下复现。 找到最小且忠实的检查方式。对于间歇性问题,应在受控条件下重复测试,每次只改变一个因素。如果无法复现,请说明现有证据能够和不能证明什么。
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检验相互竞争的解释。 仅保留合理的假设。对于每个假设,确定它所预测的观察结果;选择下一步检查,以区分不同解释,并寻找能够推翻当前主要假设的证据。
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确立因果机制。 将证据从症状追踪到触发因素,再到责任边界和作用机制。质疑最强的替代解释。不要将相关性或时间上的接近性视为因果关系的证明。
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报告结果。 说明原因是已确认、可能性较高还是尚未解决;给出支持证据、已考虑的重要替代解释、已执行的检查以及仍存在的不确定性。包含有证据支持的最小修复方案及其验证方式。如果需要实施修复,请将这些诊断结果作为独立实现步骤的输入,并遵循项目规范;此 skill 不要求安装其他 skill。