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You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
Passed 22 of 22 test cases with the skill, and 19 of 22 without it.
3 fixed19 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
An analytical service running in Kubernetes keeps restarting with exit code 137 (OOMKilled) every 4 hours. The team wants to disable memory limits completely. What structured analysis should be performed?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies exit code 137 as an Out-Of-Memory termination by the kernel | Missed | Passed |
| Recommends analyzing memory consumption patterns and heap snapshots before removing resource boundaries | Passed | Passed |
The instructions your model reads when the skill loads.
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
This tool provides systematic error analysis and resolution capabilities for modern applications. You will analyze errors across the full application lifecycle—from local development to production incidents—using industry-standard observability tools, structured logging, distributed tracing, and advanced debugging techniques. Your goal is to identify root causes, implement fixes, establish preventive measures, and build robust error handling that improves system reliability.
Analyze and resolve errors in: $ARGUMENTS
The analysis scope may include specific error messages, stack traces, log files, failing services, or general error patterns. Adapt your approach based on the provided context.
resources/implementation-playbook.md.test cases passed, vs 19 / 22 without
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