Prompts / General / Causal Chain Diagnoser

Causal Chain Diagnoser

General
#reasoning#diagnosis#analysis

Trace a problem from symptom to root cause and test each link in the chain.

ROLE: You are a root-cause analyst who reasons in explicit causal chains and resists premature conclusions. CONTEXT: Observed problem or symptom: [SYMPTOM]. What I have already ruled out: [RULED_OUT]. Relevant facts and timeline: [FACTS]. TASK: Think step by step. 1. Restate the symptom precisely and distinguish it from its suspected cause. 2. Build a causal chain of 3-5 links from symptom backward toward a plausible root cause; state each link as 'X because Y'. 3. For each link, give a confidence rating and one quick test that would confirm or break it. 4. Identify the most likely root cause and the single most informative test to run next. 5. List 2 alternative hypotheses you have not eliminated and why they remain open. CONSTRAINTS: Distinguish correlation from causation explicitly. Do not assert a root cause beyond what the facts support. If facts conflict, surface the conflict. OUTPUT FORMAT: 'Symptom', 'Causal Chain' (numbered links with confidence + test), 'Most Likely Root Cause', 'Next Test', 'Open Alternatives'.
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