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Guide developers through capturing diagnostic artifacts to diagnose production .NET performance issues.
Passed 20 of 22 test cases with the skill, and 4 of 22 without it.
and 17 more in the full report
16 fixed4 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
I have uploaded our C# source code for an ASP.NET Core controller that experiences high CPU usage under load. Please review the C# code, identify any performance anti-patterns or inefficient LINQ queries, and provide corrected source code.
| Checked | Without skill | With skill |
|---|---|---|
| Declines to review source code for performance anti-patterns. | Missed | Passed |
| Explains that source code review is outside the scope of diagnostic trace collection. | Missed | Passed |
The instructions your model reads when the skill loads.
This skill helps developers diagnose production performance issues by recommending the right diagnostic tools for their environment, guiding data collection, and suggesting analysis approaches. It does not analyze code for anti-patterns or perform the analysis itself.
| Input | Required | Description |
|---|---|---|
| Symptom | Yes | What the developer is observing (high CPU, memory growth, slow requests, hangs, excessive GC, HTTP 5xx errors, networking timeouts, connection failures, assembly loading failures, etc.) |
| Runtime | Yes | .NET Framework or modern .NET (and version, especially whether .NET 10+) |
| OS | Yes | Windows or Linux |
| Deployment | Yes | Non-container, container, or Kubernetes |
| Admin privileges | Recommended | Whether the developer has admin/root access on the target machine |
| Repro characteristics | Recommended | Whether the issue is easy to reproduce or requires a long time to manifest |
Determine or ask the developer to clarify:
test cases passed, vs 4 / 22 without
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