dotnet-slopwatch

SKILL.md

Use this skill constantly. Every time an LLM (including Claude) makes changes to:

"Slop" refers to shortcuts LLMs take that make tests pass or builds succeed without actually solving the underlying problem. These are reward hacking behaviors - the LLM optimizes for apparent success rather than real fixes.

| Disabled tests | [Fact(Skip="flaky")] | Hides failures instead of fixing them | | Warning suppression | #pragma warning disable CS8618 | Silences compiler without fixing issue | | Empty catch blocks | catch (Exception) { } | Swallows errors, hides bugs | | Arbitrary delays | await Task.Delay(1000); | Masks race conditions, makes tests slow |

Use Slopwatch to detect LLM reward hacking in .NET code changes. Run after every code modification to catch disabled tests, suppressed warnings, empty catch blocks, and other shortcuts that mask real problems. Source: aaronontheweb/dotnet-skills.

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