Exist
for LuumenAI

Read your Exist attributes and post updates as approved steps

Connect Exist and Luumen can read your tracked attributes, their current values, weekly averages, correlations, and generated insights without leaving the terminal. When you want to change something — take ownership of an attribute, add to a running count, or hand an attribute back — Luumen shows the change first and asks before sending it. Auth is OAuth2.

The Exist toolbox

12 tools: 9 read, 3 write. Reads answer instantly. Writes require approval by default. Everything is logged.

  • ReadGet Attributes With ValuesRetrieve attributes with their current values for the authenticated user.
  • ReadGet Attribute TemplatesRetrieve a paged list of supported attribute templates.
  • ReadGet AveragesRetrieve the most recent average values for each tracked attribute, with one set per week.
  • ReadGet CorrelationsRetrieve a paginated list of correlations discovered between tracked attributes in the last week.
  • ReadGet InsightsRetrieve automatically-generated insights about patterns in tracked data for the authenticated user.
  • ReadGet Owned AttributesRetrieve attributes owned by your service for the authenticated user.
  • ReadGet User AttributesRetrieve a paged list of the user's attributes without values.
  • ReadGet User ProfileRetrieve the authenticated user's profile details and preferences.
  • ReadExist OAuth2 AuthorizeConstructs an OAuth2 authorization URL for Exist.io.
  • WriteAcquire Attribute OwnershipAcquire ownership of attributes for the authenticated user. Approval by default
  • WriteIncrement Attribute ValuesIncrement attribute values by a delta amount rather than setting totals. Approval by default
  • WriteRelease Attribute OwnershipRelease ownership of attributes for the authenticated user. Approval by default

One prompt, start to finish

What a governed Exist run looks like inside Luumen.

Questions

How does LuumenAI connect to Exist?

Authorize once with OAuth 2.0. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

Can LuumenAI change things in Exist on its own?

Read actions answer immediately. Anything that writes — acquire attribute ownership, increment attribute values, release attribute ownership — is shown as a plan and requires approval by default, including the 1 action classified as destructive. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.

Who gets access to the integration?

You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.

Is there an audit trail?

Every call to Exist — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.

Put Exist to work with Luumen

Connect in minutes. Every action scoped, approved, and audited from day one.