GindaChen

Scaffold a new extension package for Research Toolbox

Guide the creation, review, and merge of a pull request

Analyze and optimize the research workflow for efficiency

Generate research ideas and experiment proposals from current context

Reflect on experiment results, identify patterns, and propose improvements

Summarize a research session, conversation, or experiment results into a concise journal entry

GPU performance analysis for NVIDIA Nsight Systems profiles (.sqlite or .nsys-rep files). Activates when the user opens a .sqlite/.nsys-rep profile, asks about GPU bottlenecks, mentions NCCL / distributed slowdown, asks for MFU / efficiency, wants to compare two runs, mentions CUTracer / SASS, asks about variance / spikes, or types /nsys-ai, /nsys-analyze, /gpu-profile, /profile-analysis.

Make any single-file HTML artifact editable in the browser with edits round-tripped to disk. Use when the user wants to revise a slide deck, dashboard, internal tool, or design-system viewer in place — clicking text to edit it, with Save writing back to the source file. Drop-in JS+CSS, no build, no server.