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Scored across 7 tools
The first five tools form a clear detection-to-remediation pipeline, each consuming a pattern_id and returning a distinct analysis. However, analyze_text overlaps somewhat with detect_dark_patterns for text input, and fetch_user_posts is unrelated, creating minor confusion.
Most tools follow a clean snake_case verb_noun pattern such as detect_dark_patterns and suggest_ethical_alternative. risk_score breaks the pattern since it reads as a noun rather than a verb, but the style is otherwise consistent.
Seven tools is a reasonable number and the core dark-pattern workflows are wel-scoped. The presence of two unrelated utility tools means not every tool earns its pplace, but the count is not excessive.
The dark-pattern domain is covered end-to-end: detect, classify, explain, assess risk, and suggest alternatives. The unrelated fetch_user_posts and analyze_text tools do not address domain gaps, but no critical dark-pattern operation is missing.