cyberneticlibrary
← library

Convert ChatGPT conversations into research specs

import-from-chatgptcommandsetup L1★4
dongzhuoyao/deepresearch ↗
What it does

Convert ChatGPT conversation into research workspace with Tao spec

Best for

Research workspace bootstrap when you want to convert a ChatGPT exploration into a structured Tao project.

Inputs
  • · [object Object]
  • · [object Object]
  • · [object Object]
Outputs
  • · [object Object]
  • · [object Object]
  • · [object Object]
Requires
  • · WebFetch (fetch public ChatGPT share links)
  • · Write (spec.md)
  • · Bash (orchestration prepare if available)
  • · AskUserQuestion (input mode fallback)
Preconditions

ChatGPT share URL is public (not /c/ private chat) or conversation text provided; WebFetch can reach chatgpt.com

Failure modes
  • · Private /c/ chat URL provided (cannot fetch without login)
  • · WebFetch returns NOT_A_CHATGPT_SHARE (not a valid share page)
  • · Transcript is too short to extract research idea
  • · Seed paper/method mentioned but not captured (no URL, no title)
  • · Slug generation fails (non-ASCII characters, overly long name)
Trust signals
  • · Rejects private /c/ URLs explicitly (fail-closed)
  • · Extracts core question, hypotheses, and motivation from transcript
  • · Captures seed papers/methods with URLs (no fabrication)
  • · Identifies constraints (compute, dataset, anonymity) from chat
  • · Confirms extraction with user before initializing workspace