fluxforge
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TDQS
Scored across 18 tools
Tools are clearly grouped by domain (boolean, literature, metabolic, etc.) with distinct purposes. Each tool has a unique role and no overlapping functionality is evident.
All tools follow a consistent domain.tool_name snake_case naming convention, with verb_noun or verb_verb patterns that are predictable and readable.
18 tools is appropriate for the complex multi-domain pipeline covering Boolean networks, literature, metabolic modeling, PPI, and visualization. Each tool earns its place.
The tool set covers the full pipeline from session initialization through literature extraction, constraint compilation, modeling, integration, and visualization, with crucial operations like identifier mapping and convergence checks.