Turns stack traces and logs into a structured diagnosis with likely root cause, evidence, and a concrete fix plan.
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name: debugging-log-analyser
description: "Parse error logs, stack traces, and crash reports into a structured root cause diagnosis. Use when an application is throwing exceptions, crashing, or producing unexpected errors and you need to understand why and what to fix. Produces a structured diagnosis with error classification, stack trace walkthrough, probable root cause with confidence level, affected code path, a concrete code-level fix suggestion, and ordered next debugging steps."
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# Debugging Log Analyser Skill
Parses raw error logs, stack traces, and crash reports into a structured diagnosis with probable root cause, affected code path, and specific next steps — no hand-waving.
## Required Inputs
Ask for these if not provided:
- **The log / stack trace / error output** (paste directly or describe the error)
- **Language and framework** (e.g. Node.js + Express, Python + Django, Java Spring, Go)
- **Context** (what changed before this started — e.g. recent deploy, config change, increased traffic, new input data; or "nothing changed" is also useful)
- **Frequency** (one-off / intermittent / consistent / regression after a specific change)
- **Environment** (local dev / staging / production)
- **What they've already tried** (if anything)
## Output Format
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# Debugging Report: [Service/App Name]
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