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read-application-logs

Read application logs as time-bounded evidence while preserving context, uncertainty, and sensitive-data boundaries. Use when a service symptom needs reconstruction from recorded events.

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protosphinx/sphinxstack
最近来源活动
2026年7月29日 13:55
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SKILL.md
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name
read-application-logs
category
code
description
Read application logs as time-bounded evidence while preserving context, uncertainty, and sensitive-data boundaries. Use when a service symptom needs reconstruction from recorded events.
# read-application-logs Start from a specific question and widen only when the evidence requires it. ## Procedure 1. State the symptom, affected scope, environment, time window, and expected behavior. 2. Confirm clock, timezone, deployment, instance, and log-source coverage. 3. Search by stable request, job, account-safe, error, or trace identifiers. 4. Reconstruct events in time order across relevant services and retries. 5. Separate application failures, dependency failures, client cancellations, and logging gaps. 6. Compare the affected path with a known-good request or adjacent time window. 7. Redact credentials and personal data before sharing excerpts. 8. Save a diagnostic report with queries, evidence, limits, and the next supported check. ## Guardrails - Never treat absence of a log as proof that an event did not occur. - Do not paste whole production records when a bounded redacted excerpt is sufficient. - Preserve original timestamps and source identity when exporting evidence. ## Done - A redacted event timeline and query record are saved - The relevant log sources and coverage gaps are verified - Conclusions distinguish observed evidence from inference
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