Docs/Feature Reference

Feature Reference

Beta

AI Assistant (Okkim)

This is a beta feature, currently available to selected projects. It may change, and you might not see it in your project yet.

Okkim is Mestamaster’s AI assistant. It understands your project’s data — spaces, activities, teams, schedules — and can help you with planning, analysis, and routine setup tasks through a conversational chat interface.

Getting there

Click the Mestamaster AI icon on the bottom right on any project page. The chat panel opens on the right side of the screen.

What Okkim can do

Okkim has direct access to your project data and can both answer questions and take actions:

Answering questions

  • “Which teams are overloaded next week?”
  • “How many tasks are late on Floor 3?”
  • “What’s the current pulse score?”

Taking actions

  • Create spaces, activities, and teams
  • Update task details
  • Import data structures

All actions require confirmation before they run (see Plan Mode below).

Chatting with Okkim

Type your message in the input field and press Enter. Okkim responds with text, data summaries, or a plan for approval.

To start a fresh conversation, click New chat. Previous conversations are saved — click any past session in the sidebar to resume it.

Chat input with an example conversation

Plan Mode

For multi-step operations, Okkim proposes a plan before doing anything:

  1. Okkim outlines the steps it will take (e.g. “Step 1: Create 3 activities. Step 2: Assign them to teams. Step 3: Update the schedule.”)
  2. You review the plan and click Approve to proceed or Cancel to abort
  3. Okkim executes each step in order

If a step fails, Okkim pauses and explains what happened. You can ask it to retry or adjust the plan.

Plan card showing steps awaiting approval

Auto-advance

Toggle Auto-advance on a plan card to let Okkim proceed through all steps automatically once you approve the first one. Turn this off if you want to review the result after each step.

Tool approval

Each action Okkim takes (creating a space, updating a task, etc.) is called a “tool call.” By default, Okkim shows you each tool call before executing it and waits for your confirmation.

Click the shield icon in the toolbar to toggle between:

  • Manual approval (amber shield) — you confirm each tool call individually
  • Auto-execute — Okkim runs tool calls without waiting for confirmation

For routine, low-risk operations you can use auto-execute. For significant changes to the project structure, manual approval gives you a safety check.

Slash commands

Type / in the chat input to see a list of pre-built prompt templates for common tasks. These give Okkim the right context to complete structured tasks efficiently.

Status indicators

The toolbar shows two connection indicators:

Indicator What it means
Green bolt Project tools are connected — Okkim can read and write project data
Green box Building model (IFC) is connected — Okkim can reference the 3D model

If an indicator is grey, that data source is not available in the current context.

Tips

  • Start with questions before giving commands — ask Okkim to summarize a situation, then ask it to take action based on that summary.
  • Use Plan Mode for anything that touches multiple parts of the project — it prevents partial updates if something goes wrong midway.
  • Okkim’s knowledge of your project is based on live data. If you just made changes, give it a moment to reflect them before asking about them.
  • Conversations are project-specific — switching projects starts a fresh context.