Pattern Detection

Route this when you need to find repeated shapes or irregularities across code, logs, events, or metrics before jumping into diagnosis or fixes. It forces you to normalize requests into one of four detection packets (text prefilter, structural code rule, log event pattern, or metric anomaly), then surfaces grouped candidate families with confidence notes and false positive risks instead of dumping raw hits. The skill aggressively routes out to log analysis, data analysis, or codebase search once the real work shifts from detection to root cause, explanation, or remediation. Useful when you're staring at suspicious spikes, noisy event families, code smell clusters, or outlier cohorts and need a reusable scan that tells you what to inspect first.

Install to Claude Code

npx -y skills add akillness/oh-my-skills --skill pattern-detection --agent claude-code