Confluence
for LuumenAI
SOPs and runbooks that become skills the whole team can run.
Most operational knowledge is already written down in Confluence — it just does not run. LuumenAI searches spaces for the SOP that matches the incident, follows it step by step, and can package a page into a shared skill with explicit approval points. When a procedure changes, the page is updated only after a human reviews the edit.
The Confluence toolbox
70 tools: 44 read, 26 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadCQL SearchSearches for content in Confluence using Confluence Query Language (CQL).
- ReadDownload AttachmentDownloads an attachment from a Confluence page and returns a downloadable file.
- ReadFind Text SelectionsFinds text occurrences in a Confluence page's content to help with inline comment creation.
- ReadGet Attachment LabelsList labels on an attachment.
- ReadGet AttachmentsRetrieve attachments of a Confluence page.
- ReadGet Audit LogsRetrieve Confluence audit records.
- ReadGet Blogpost by IDRetrieve a specific Confluence blog post by its ID.
- ReadGet Blogpost LabelsRetrieve labels of a specific Confluence blog post by ID.
- ReadGet Blogpost Like CountGet like count for a Confluence blog post.
- ReadGet Blogpost OperationsRetrieve permitted operations for a Confluence blog post.
- ReadGet Blog PostsRetrieve a list of blog posts.
- ReadGet Blog Posts For LabelList all blog posts under a specific label.
- ReadGet Blogpost Version DetailsRetrieve details for a specific version of a blog post.
- ReadGet Blogpost VersionsRetrieve all versions of a specific blog post.
- ReadGet Child PagesList all direct child pages of a given Confluence page.
- ReadGet Blog Post Content PropertiesRetrieve all content properties on a blog post.
- ReadGet Page Content PropertiesRetrieve all content properties on a page.
- ReadGet Content RestrictionsRetrieve restrictions on a Confluence content item.
- ReadGet Current UserGet information about the currently authenticated user — always scoped to the account tied to the configured connection, not arbitrary users.
- ReadGet Inline Comments for Blog PostRetrieve inline comments for a Confluence blog post.
- ReadGet LabelsRetrieve all labels in a Confluence site; use for label discovery when you need to list or page through labels.
- ReadGet Page LabelsRetrieve labels of a specific Confluence page by ID.
- ReadGet Labels for SpaceList labels on a space.
- ReadGet Labels for Space ContentList labels on all content in a space.
- ReadGet Page AncestorsRetrieve all ancestors for a given Confluence page by its ID.
- ReadGet Page by IDRetrieve a Confluence page by its ID.
- ReadGet Page Footer CommentsRetrieve footer (non-inline) comments for a Confluence page.
- ReadGet Page Inline CommentsRetrieve inline comments for a Confluence page.
- ReadGet Page Like CountGet like count for a Confluence page.
- ReadGet PagesRetrieve a paginated list of Confluence pages.
- ReadGet Page VersionsRetrieve all versions of a specific Confluence page.
- ReadGet Space by IDRetrieve a Confluence space by its ID.
- ReadGet Space ContentsRetrieve content in a Confluence space.
- ReadGet Space PropertiesGet properties of a Confluence space.
- ReadGet SpacesRetrieve a paginated list of Confluence spaces with optional filtering.
- ReadGet TasksList Confluence tasks (action items) with filtering by assignee, creator, space, page, blog post, status, and dates.
- ReadGet Anonymous UserRetrieve information about the anonymous user.
- ReadList SpacesRetrieves a paginated list of Confluence spaces visible to the authenticated user.
- ReadSearch ContentSearches one page of content from the Confluence v2 API with intelligent title ranking.
- ReadSearch PagesSearches for pages in Confluence using filters like title, space, and status.
- ReadSearch SpacesSearches for Confluence spaces with flexible filtering by name, key, type, status, and labels.
- ReadSearch UsersSearches for users using user-specific queries from the Confluence Query Language (CQL).
- ReadValidate CredentialValidates Confluence credentials by attempting to retrieve the current authenticated user's information.
- ReadWho Am IReturn the Atlassian (Confluence) sites accessible to the connection.
- WriteAdd Content LabelAdd labels to a piece of content. Approval by default
- WriteCreate BlogpostCreate a new Confluence blog post. Approval by default
- WriteCreate Blogpost PropertyCreate a property on a specified blog post. Approval by default
- WriteCreate Whiteboard PropertyCreate a new content property on a whiteboard. Approval by default
- WriteCreate Footer CommentCreate a footer comment on a Confluence page, blog post, attachment, or custom content. Approval by default
- WriteCreate Inline CommentCreates an inline comment on a Confluence page or blog post, highlighting specific text. Approval by default
- WriteCreate PageCreate a new Confluence page in a specified space. Approval by default
- WriteCreate Page PropertyCreate a property on a Confluence page. Approval by default
- WriteCreate Private SpaceCreate a private Confluence space. Approval by default
- WriteCreate SpaceCreate a new Confluence space. Approval by default
- WriteCreate Space PropertyCreate a new property on a Confluence space. Approval by default
- WriteCreate WhiteboardCreate a new Confluence whiteboard. Approval by default
- WriteDelete Blog PostDeletes a Confluence blog post by ID. Approval by default
- WriteDelete Blogpost PropertyDelete a blog post property. Approval by default
- WriteDelete Page Content PropertyDelete a content property from a page by property ID. Approval by default
- WriteDelete Whiteboard Content PropertyDelete a content property from a whiteboard by property ID. Approval by default
- WriteDelete PageDelete a Confluence page. Approval by default
- WriteDelete SpaceDelete a Confluence space by its key. Approval by default
- WriteDelete Space PropertyDelete a space property. Approval by default
- WriteUpdate BlogpostUpdate a Confluence blog post's title or content. Approval by default
- WriteUpdate Blogpost PropertyUpdate a property of a specified blog post. Approval by default
- WriteUpdate Page Content PropertyUpdate a content property on a Confluence page. Approval by default
- WriteUpdate Whiteboard Content PropertyUpdate a content property on a whiteboard. Approval by default
- WriteUpdate PageUpdate an existing Confluence page, replacing the entire page content. Approval by default
- WriteUpdate Space PropertyUpdate a space property. Approval by default
- WriteUpdate TaskUpdate a Confluence task status. Approval by default
One prompt, start to finish
What a governed Confluence run looks like inside Luumen.
Questions
How does LuumenAI connect to Confluence?
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
Can LuumenAI change things in Confluence on its own?
Read actions answer immediately. Anything that writes — add content label, create blogpost, create blogpost property, create whiteboard property, and more — is shown as a plan and requires approval by default, including the 7 actions 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 Confluence — 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 Confluence to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.