Give Codex the product before it changes the code
Add GitMir Vibe to Codex with one command. Codex signs you in, connects the repository through GitHub and reads it — so it can reason about the intended product change before it works through the exact implementation.
KEEP YOUR EXISTING WORKFLOW.
GitMir Vibe Connected directly through GitMir Vibe: one MCP server added to this client. The agent signs in, connects the repository through GitHub and asks the product model from inside the client.
What Codex already does well
Codex
Codex- Inspects repositories and modifies code
- Runs development tasks end to end
- Uses external tool and data connections where they are configured
Keep Codex as the coding agent. Give it a reusable product memory.
One command in Codex
The same address for every coding tool. Codex keeps the sign-in; there is no key to copy and nothing to paste into settings.
codex mcp add gitmir-vibe --url https://vibe.gitmir.com/mcpTHEN RUN CODEX MCP LOGIN GITMIR-VIBE
https://vibe.gitmir.com/mcpWhat happens in Codex after that
- You ask“Connect this repository to GitMir.”
- vibe_statusWhere the repository is — not connected, reading or ready — and the one next step.
- vibe_connectConnects the repository of this folder. Only if GitMir cannot read it yet, it gives you a GitHub link that works for 30 minutes and only for your account.
- vibe_statusReading, after saying what the reading takes. Then ready.
- gitmir_contextBefore a change: what something is, what depends on it and what the change reaches.
- vibe_refreshReads the commits pushed since the model was built, when you ask.
What GitMir adds
- A compact model of what the product does and how it behaves
- The things the product works with, behind the files
- Requirements, and the development tasks they turn into
- Product-level change across analyzed commits
- Context that is reused rather than rebuilt for every task
Keep Codex as the coding agent. Give it a reusable product memory
Codex today
- Task
- Repository exploration
- Reconstruct the behavior involved
- Implement
Codex + GitMir Vibe
- Task
- gitmir_context: current product state against the intended one
- Codex
- Exact implementation
There is a public model of Codex itself
This site publishes a GitMir model of the Codex repository, built the same way as every other model here. It is the shortest way to see what the product layer looks like on code you may already have read.
What must an AI agent know before changing billing?
An example, so you can see the answer without uploading anything of yours.
- Areas it reachesBilling & Subscription · Organization · Usage · Partner Onboarding · Project Settings
- RecordsSubscription · Invoice · PaymentMethod · CustomerProfile · Entitlement · ProjectAddon
- Actions · 33updateOrgSubscription · topUpCredits · redeemCode
- Endpoints · 27PUT /platform/organizations/{slug}/billing/subscription · POST .../billing/credits/top-up
- Screens · 33payment methods · organization billing and usage
- Customer pathsChange an organization's plan
One run, published in full
The one measurement GitMir has published is a 50-question run over a single repository, Supabase. It compared context systems answering the same questions, graded blind against repository evidence.
It did not measure Codex with GitMir against Codex without it. That comparison has not been run, and this page claims no result for it.
See what changed in the product — not only what changed in the code
GitMir updates the product representation from analyzed commits and keeps the product-level difference between versions: what the product does, the rules behind it, the things it works with, and the areas they touch.
What changes, and what does not
Is GitMir a replacement for Codex?
No. Codex stays the coding agent. GitMir changes what it knows before it starts.
How does Codex connect to GitMir?
Through GitMir Vibe. Run the command above, then codex mcp login gitmir-vibe — Codex signs you in through the browser, and there is no key to copy.
One command. Keep Codex
Add GitMir Vibe, log in once and ask Codex to connect the repository. It starts from the product model from then on.
10,000 STARTING CREDITS INCLUDED · YOU SEE THE ESTIMATE BEFORE A BUILD STARTS · PROCESSING STOPS WITH YOUR BALANCE AND RESUMES AFTER A TOP-UP