ProofShot – Give AI coding agents eyes to verify the UI they build
Finally, visual proof when your AI agent claims it finished the UI work.

Self-contained HTML bundles beat Plotly's server dependency for sharing scientific figures.
Scientists, researchers, and data analysts who need to share interactive visualizations
Plotly · Bokeh · Observable
I created Figpack to solve these problems by creating self-contained HTML bundles for rich interactive scientific viz.
How it works. You import figpack in your Python project, pass numpy data (large time series, images, domain-specific data) to a figpack view object (many existing types, extensible via custom javascript/react), and then the show() command creates a completely self-contained HTML bundle with rich interactive visualization in a temporary directory and spins up a local web server to view it in the browser. The data and rendering code are all in one stand-alone directory. Easy!
To share with a colleague, just set upload=True and it uploads to the cloud. You get a url to send to your friend and they can see the exact same thing without any login.
I know… how is this different from Plotly, Bokeh, Observable, etc? Happy to discuss!
Please try it out and let me know what you think!
Open source (Apache 2.0).
Finally, visual proof when your AI agent claims it finished the UI work.
Auto-generated Python bindings that stay in sync with C++ Dear ImGui updates.
RDKit handles molecules; this handles mixtures — a genuine infrastructure gap.
Turns any HTML form voice-accessible with one script, auto-mapping speech to fields.
Zero-dependency editor with 35 features in 120KB beats TinyMCE on bundle size.
Free HTML host when Pastebin, Gist, and Netlify Drop already exist.