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optimize-readability-system

Interactive guide for tuning and optimizing the unmangleJS Readability Scoring System(readability.ts) and Semantic Scoring System (semantic.ts). Use when Golden Set validation fails, when scoring heuristics need adjustment, or when improving obfuscation detection accuracy. Emphasizes experiment-driven development: run tests, analyze data, draw conclusions - never guess blindly.

leolovenet
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leolovenet
更新於 1/20/2026
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quick start

Installation and usage

Interactive guide for tuning and optimizing the unmangleJS Readability Scoring System(readability.ts) and Semantic Scoring System (semantic.ts). Use when Golden Set validation fails, when scoring heuristics need adjustment, or when improving obfuscation detection accuracy. Emphasizes experiment-driven development: run tests, analyze data, draw conclusions - never guess blindly.

安裝
$ install --globalskills.sh
使用

安裝後,您可以通過在終端運行以下命令來使用此技能:

skills use optimize-readability-system