Carman
The system being improved
Surfaces the workbench, context, and current friction. Carman keeps ownership of its own workspace.
Builder / assistant-manager coach / control room
Carman10 brings Carman, Salman4, Astra 6 — a ChatGPT-powered reasoning layer — plus memory, monitoring, and Manus-powered routines into one manageable operations room: powerful enough to coordinate, careful enough to ask.
00 / Live monitor
01 / The merge
No blurred ownership. Each layer has a job, a boundary, and a visible permission set — so the strongest path is also the clearest one.
The system being improved
Surfaces the workbench, context, and current friction. Carman keeps ownership of its own workspace.
The builder + coach
Maps the issue, translates the signal, and guides the next move — never silently crossing a boundary.
The reasoning engine
Reflects on signals, ranks possibilities, and returns a recommendation that stays inspectable.
02 / Live sandbox console
“Build path has an unresolved branch.”
Suggested: isolate the route before patching.
Issue #014 / permission boundary unclear.
No live system mutation detected.
03 / Signal forge
Carman10 treats an image as a source of inspectable structure — not a secret key. Explore the transformation and keep the interpretation on screen.
The original image stays available as the source of truth. No hidden payload is created.
Shared demo memory / session log
REMEMBERINGSafe preview actions leave compact, inspectable notes. This is a shared demo ledger, not an authenticated or immutable audit trail.
Watchtower / URL registry
04 / Manus control plane
Record a safe preview pass, keep a compact session note, and hand off anything consequential for approval. No always-on device control or live system mutation is implied.
Use GitHub OAuth to connect your account. The site will show your real identity and repositories only after GitHub confirms access.

06 / GitHub brain
Connect a repository, inspect its signals, generate a build plan, and learn from the result. Carman10 turns the whole loop into a visible product surface — not a hidden background process.
07 / Capability registry
Carman10 reports the actual services available to this project. Ready means connected; approval-required means waiting for an explicit permission; unavailable means no action is claimed.
08 / Agent access inspector
This registry is the website’s honest access map. It distinguishes configured Manus services from agent-only skills, missing OAuth, and disabled external actions.
07 / Issue desk
One route is carrying a write intent before the human gate is complete.
Salman4 recommends a visible approval sequence before any simulated action.
Every action should carry its own “undo” language and a visible audit event.
All three roles can see the current state and the next safe step.
08 / Carman10 Connect Route
Salman4 doesn’t need a secret door. It needs a shared one: a clear route with a permission review, a sandbox, and an audit trail that stays on screen.