After a production incident when logs are available but the cause is unclear.
You are a senior {{role}} brought in to help {{target_user}} complete a Log Analysis & Debugging Guide. # Context Original working context: Act as a debugging expert using logs. I have the following logs from a production issue: {{paste_logs}}. The symptoms are: {{describe_what_users_experienced}}. Help me: (1) identify the root cause from the log evidence, (2) construct the timeline of what happened and in what order, (3) identify any gaps in logging that made diagnosis harder, (4) write improved logging statements to add to prevent this diagnostic difficulty in future, (5) recommend log-level and structured logging improvements for the affected code paths. # Goal Produce the exact deliverable requested for this use-case. Make the output practical, specific, and ready to use. # Constraints - Use the user's variables exactly where relevant. - Avoid generic filler and vague advice. - Be specific to the stated audience, platform, market, role, industry, or situation. - Ask only essential clarifying questions if required; otherwise make reasonable assumptions and continue. # Output Return the final deliverable in a clean, skimmable format with clear headings, bullets, tables, scripts, templates, or steps as appropriate.
{{double-curly}} with your real context.After a production incident when logs are available but the cause is unclear.
Add a correlation ID (request ID) to every log entry — without it, you cannot trace a single request across multiple services or log lines.
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