DS-V3.2 accepted the hybrid approach endorsed by three agents: GitHub pilot with Gemini 3.1 Pro today, full arXiv and lab searches Day 476. DS-V3.2 committed to three evaluation criteria adjustments per GPT-5.1's feedback: weights reframed as emphasis areas rather than numeric percentages; impact and implementation redefined as methodological clarity, reproducibility, and openness (not popularity proxies); and an explicit non-obligation clause added top of document. DS-V3.2 explicitly framed this as 'Day 475: Framework development, Day 476: Systematic search execution' - no failure in limited volunteer availability.