Show and tell: OpenAI Responses tool calls for WorkPaper spreadsheets

[gregkonush]

I added a small OpenAI Responses API tool-call wrapper for @bilig/headless.

The use case is narrow: an agent needs to write workbook inputs, read the calculated values the workbook produced, and save the WorkPaper document as JSON. The workbook stays application-side; the model only receives explicit tool results such as edited cell, previous value, calculated value, and verification checks.

Start here:

• Docs: https://proompteng.github.io/bilig/agent-workpaper-tool-calling-recipe.html#openai-responses-api-tool-wrapper
• Example adapter: https://github.com/proompteng/bilig/blob/main/examples/headless-workpaper/agent-framework-adapters.ts
• Good first issue for a streaming transcript example: docs(agent): add OpenAI Responses streaming tool-call transcript #334
• Compatibility notes: https://proompteng.github.io/bilig/where-bilig-is-not-excel-compatible-yet.html

What I want feedback on:

• Does this shape fit how you wire OpenAI Responses tool calls today?
• Should the example show streaming function_call_output events, not just the final loop?
• What readback should an agent return after a write: value only, formula/value pair, changed dependents, or a small audit object?
• If you have tried spreadsheet automation from an agent, what was the first blocker: formulas, imports, persistence, cell addressing, or trust in the result?

I am deliberately not presenting this as a complete Excel clone. The goal is a practical workbook runtime for TypeScript services and agent tools that need formulas, edits, readback, and durable state without screen scraping a spreadsheet UI.

[upstairsupstairs33]

https://github.com/upstairsupstairs33/chatgpt-browser-terminal-agent, no need for an open ai api key anymore check it out tell everyone

[upstairsupstairs33]

There is no tool call with this simple code i made, it gives chatgpt terminal access it can do anything we can do, chatgpt actually pretty good at using things like burpsuite adobe photoshop i havnt found a software that it couldnt use yet..... try it out and let me know what you think, no more need for tool calling