measure-before-optimizing
Pass
Audited by Gen Agent Trust Hub on Aug 21, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill content is purely educational, focusing on the discipline of profiling and measuring code before attempting optimizations. It adheres to standard software engineering principles like Amdahl's Law and Knuth's rule.- [SAFE]: The Python code snippets provided are benign examples of algorithmic optimization (switching from a list to a set for O(1) lookups) and database interaction patterns (avoiding N+1 queries). They do not perform network operations, file system access, or command execution.- [SAFE]: No obfuscation, prompt injection attempts, or persistence mechanisms were detected in the instructions or metadata. The external tools mentioned (JMH, pyperf, etc.) are cited as industry-standard benchmarking harnesses for reference purposes only and are not downloaded or executed by the skill.
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