| Social Impact: Alignment with equity goals |
Actively addresses specific pain points; shows deep understanding of WHCR impact; promotes inclusion and benefits marginalized groups. |
Identifies relevant social equity aspects; some evidence of positive impact or inclusive practices; limited measurable outcomes. |
Goals are vaguely stated or not incorporated; no meaningful demonstration of social impact. |
| Technical Execution: Code quality + scalability |
Code is readable, reliable, easily maintainable; solution is designed for future growth and handoff; clear documentation. |
Code meets key quality standards; shows general scalability; some areas for improvement in structure or testing. |
Code is difficult to follow, contains frequent errors or lacks documentation; not designed or unsuitable for scaling. |
| Innovation: Originality of solution |
Solution demonstrates significant creativity; presents a novel idea or an innovative alternative. |
Solution combines familiar ideas in a new way; some originality or improvement over existing tools. |
Solution is a minor variation or direct copy of known approaches; lacks creativity; simply LLM generated. |
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