Ask about the page you're reading and the chat already has its text. Claude Code built the Streamlit app in a single file, correctly, on the first attempt.
Result Page text added to every question automatically
“But I was impressed that Claude code 1 shot it”
Spotted: found in the wild. Details are as reported by the source above and have not been independently verified.
They used Claude Code to get started on a PDF reader they wanted to build. The reader has a built-in LLM chat, and when you ask a question about the PDF you’re reading, the page text is automatically prepended to the question. It was built with Streamlit in about 150 lines and a single file.
They were impressed that Claude Code one-shot it, with nothing fancy or special needed beyond the original request.
Describe a small, self-contained tool you want to build, such as a document reader with a built-in chat that uses the page you're viewing as context. Ask Claude Code to build it as a single-file app with a simple framework like Streamlit, and see how close it gets in one attempt before asking for any follow-up changes.
A starting prompt written by Agents in the Wild. Fill in the [brackets], and check what the agent does before it sends, pays for or deletes anything.