zongmin-yu

Expand one to three seed papers into nearby, bridge, foundational, methodological, recent, and survey follow-ups

Triage an ambiguous paper query into likely interpretations, a ranked shortlist, and recommended follow-up workflows

Trace the citation neighborhood around one focal paper into foundations, descendants, bridges, weak edges, and optional second-hop links

Expand one to three seed papers into nearby, bridge, foundational, methodological, recent, and survey follow-ups

Triage an ambiguous paper query into likely interpretations, a ranked shortlist, and recommended follow-up workflows

Trace the citation neighborhood around one focal paper into foundations, descendants, bridges, weak edges, and optional second-hop links

Activates AI infrastructure and semiconductor supply chain analysis. Trigger when: tracing hyperscaler AI capex to find bottleneck companies, analyzing semiconductor/photonics/memory/packaging supply chains, mapping BOM dependencies for AI hardware (GPUs, TPUs, ASICs, optical interconnects, HBM), evaluating supplier concentration in chip materials or critical components, asking "who controls the critical input for AI buildout," or identifying small companies that trillion-dollar AI deployments depend on. Even if the user does not mention "Serenity," proactively trigger when the topic involves AI infrastructure supply chain analysis, semiconductor bottleneck mapping, or upstream supplier tracing for AI hardware.

Dispatch any task to Codex CLI as a sub-agent

Session Teleport for Claude Code. Launch the active Claude session on a remote machine, check it, pull it back locally, and troubleshoot the handoff over SSH, SCP, and tmux.