AI tools are great when the work stays inside one repo.
That is not how most real systems work.
The moment a task touches multiple repos, environments, internal tools, and external services, the AI starts missing important context. It knows the folder you opened. It does not know the system around it.
So I made a very simple fix.
I published a copy-paste prompt that tells your AI IDE to build a read-only context hub from verified local files.
What this solves
Most AI IDEs are repo-native.
They are useful inside one codebase, then much weaker when the work spans:
That usually leads to the same bad loop:
I wanted something simpler.
I wanted a prompt that could tell the AI: scan the right files, map the system, keep it read-only, and do not touch secrets.
What the prompt does
The prompt tells Codex, Claude Code, or Cursor to create a small context hub that explains the wider system around your repos.
It generates:
It can also generate bridge snippets for:
The key point is that this is not another automation system.
It is a read-only system map for AI.
Why this version is safer
I kept the rules very strict:
That matters because the goal is not to give the AI more power.
The goal is to give it better context.
How to use it
That is it.
The GitHub repo
You can find the repo here:
If you just want the exact copy-paste file, use this:
I also added example output files so people can see the expected structure before running it.
Who this is for
This is useful if your work spans more than one repo and you want your AI to understand:
In practice, that usually means:
Final thought
Your AI probably does not need a bigger prompt every time.
It probably needs a better map.
That is what this prompt is for.
If you want to try it, copy the prompt, point it at your repos, and let it build the context hub for you.
