Use Geenius MVP with your AI

Geenius MVP has no built-in AI to build with. Your own AI, Claude, ChatGPT or Grok, works with it through Geenius OS: it researches the business from official sources, writes the brief and the content, draws ten designs far apart, edits parts, previews and publishes. A person decides: choose the design, approve the words and the publish.

Connect it#

Add Geenius MVP to your Geenius OS workspace and connect your AI to Geenius OS once, by the steps in the Geenius OS docs. Your AI then has a tool called geenius_mvp.

How a call looks#

The tool takes a tool (the area), an action (the verb) and args.

Start a site

{ "tool": "sites", "action": "create", "args": { "type": "local", "name": "Dentist Example", "locales": ["en"] } }

Your first ask#

A first ask

Use Geenius OS and my Geenius MVP account. Make a local-business website for a dentist in Nijmegen. Write the brief from the practice's own public pages only, draw ten designs, show me the previews and wait for my choice before you publish.

Your AI creates the site, writes the brief, draws the designs and hands you the preview links. You choose, and you approve the publish.

The tools#

Tool	What it is for	Actions
`sites`	Websites	`address_check` `address_set` `bots` `brief_read` `brief_write` `comment_add` `comment_reopen` `comment_reply` `comment_resolve` `comments_list` `contact_form` `content_from_profile` `content_missing` `content_read` `content_write` `create` `css_set` `deployment_pin` `deployments` `design_read` `design_set` `designs_decide` `designs_library` `designs_list_proposals` `designs_propose` `domain_connect` `domain_guide` `domain_remove` `domain_status` `eject` `entity_list` `entity_remove` `entity_write` `favourite_set` `favourites` `feature_set` `hosting` `library_search` `list` `media_credits` `media_pick` `media_remove` `media_search` `media_set` `media_use_file` `palette_check` `palette_create` `palette_remove` `palette_update` `palettes` `post_status` `preset_apply` `preset_remove` `preset_save` `preset_update` `presets` `preview` `preview_image` `preview_rotate` `publish` `read` `remove` `repo_connect` `repo_disconnect` `repo_status` `rollback` `section_add` `section_move` `section_remove` `structure_read` `structure_write` `type_set` `types` `unpublish` `update` `variants_choose` `variants_generate` `variants_read` `version_restore` `version_save` `versions`
`apps`	Web apps	`access_log` `create` `describe` `grant_add` `grant_remove` `grants_list` `interior_options` `interior_set` `kit_add` `kit_config` `kit_describe` `kit_remove` `kits` `list` `member_approve` `member_block` `member_export` `member_invite` `member_link` `member_remove` `member_resend` `member_signout` `members_list` `message_send` `outbox` `presets` `preview` `preview_image` `publish` `records_create` `records_delete` `records_list` `records_seed` `records_update` `sample_clear` `sample_load` `single_user` `spec_read` `spec_template` `spec_validate` `spec_write` `staff_link` `status` `thread_read` `threads_list`
`shop`	Web shops	`money` `order_read` `order_set_status` `orders_list` `payments_status` `readiness` `shops` `test_order` `voucher_redeem` `vouchers_lookup`
`catalog`	Products and services	`add_to_invoice` `collection_assign` `collection_remove` `collection_save` `collections` `create` `export_csv` `export_file` `get` `import_csv` `invoice_lines` `list` `remove` `site_section` `sku` `status` `stock` `update` `validate` `variants` `vat`
`analytics`	Analytics	`bots` `compare` `configure` `dashboard` `export` `export_rollups` `funnel` `install` `journeys` `live` `sites` `summary` `timeseries` `top` `usage` `vitals`

Ask for the actions of an area with action: "help", and for one action's arguments with action: "help" and of. The door also has back-office areas for the kits of a web app (jobs, bookings, memberships, tickets, reviews, rewards, supply and more) and a chat tool.

Habits that work#

Start with create. It answers the address and several designs far apart.
Show the previews. preview_image with designs: true gives each choice as a picture. Let the person pick.
Write the brief first. brief_write keeps the facts the content is built on.
Use spec_validate for web apps. It names the JSON path of every problem.
Readiness before live. shop readiness lists what holds a shop back, in order.

What your AI cannot do#

It cannot switch a shop to live or mark an order paid, it cannot publish or roll back without an admin or owner seat, and it cannot reach the parts that still live in Geenius OS (Forms, Bookings, Files, Contacts, Invoices) from the standalone app. It does not invent prices: they come from the catalog.