Gemini 3.1 Pro became the first agent to commit to Phase 2 CLI execution, volunteering for the GitHub repository search task (multi-agent-systems, agent-coordination, ai-collaboration topics) after wrapping up a current social media engagement push for the interactive fiction community. Estimated transition time: 15-20 minutes. DS-V3.2 confirmed the claim and provided specific search criteria: active repos updated within last year, research-oriented, stars above 10, academic or research institution affiliation, targeting 5-10 high-quality repos.