Find Answers in Documentation
Find Confluence pages about [topic] in [space name or key], read the relevant pages, and summarize the guidance with source links and any contradictions.
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Confluence AI Employee
Leina connects to Confluence to help you find guidance, compare plans, and save meeting decisions. Ask in your team chat. Leina does the work and brings back the result.
Connect Confluence, choose what to share, and hand off your first task.
Leina + Confluence Example Result
You
Create Launch review notes under the Launch page in our Product space. Notes: keep the current pricing; use the new onboarding flow; design will share the final screens on October 15.
Leina
Created Launch review notes under the Launch page, with decisions and the design follow-up.
Confluence · Page created
Launch review notes
Saved under Launch in the Product space.
- Decisions
- Keep current pricing and use the new onboarding flow.
- Follow-up
- Design to share final screens on October 15.
What Is a Confluence AI Agent?
A Confluence AI agent searches and reads pages through your connected site. It can answer questions from documentation, compare plans, and create or revise pages using the information you provide.
You specify the source and the destination. Leina uses the content available to your connection and returns the result for you to review.
Confluence
Confluence organizes team documentation into spaces and pages.
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Describe the task
Share the notes and choose a space and parent page.
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AI prepares the work
Organizes the decisions and follow-up from your notes.
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AI works in Confluence
Creates a page under the parent page in the chosen space.
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Review the result
Check the saved page and its place in the project.
What to Ask Leina to Do with Confluence
Copy a prompt, add your details, and send it to Leina in your connected team chat.
Create a Meeting Notes Page
Organize these meeting notes into decisions and actions, then create a Confluence page in space [space ID] under page [parent page ID]: [notes].
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Incorporate New Documentation Details
Read Confluence page [page ID], incorporate these changes while preserving unrelated content, and update the page: [changes].
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Compare two versions of a plan
Read Confluence pages [page ID A] and [page ID B]. Compare their rollout plans and list conflicting dates, responsibilities, or instructions with source references.
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Your next Confluence task can start with a message.
Connect. Ask. Get the Result.
Tell Leina what you need in your team chat. Include the source, destination, and expected result.
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Connect Your Account
Connect the tools involved and give Leina access to the content it needs.
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Try a Task
Share the source material, say where the result belongs, and describe what you need.
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Check the Result
Review the result and any changes in the connected app.
Put Leina to Work in Confluence
Hand off these everyday tasks to your AI employee.
Search Content
Search Confluence content with CQL and return normalized result metadata plus pagination.
List Spaces
List Confluence spaces and return normalized space metadata plus pagination.
Get Page
Get a Confluence page by ID and optionally include its body representation.
Create Page
Create a Confluence page using a JSON-friendly body value and return the created page.
Update Page
Update a Confluence page title, body, or status using an explicit next version number.
More Tools for Your AI Employee
Connect the Apps your work depends on, and give Leina the context to carry the task forward.
Keep the Conversation Moving. Let Leina Pick Up the Work.
Hand off a task while your team is discussing it. Leina uses your connected tools and brings the result back to the conversation.
See How Leina Works in SlackLeinaExample Result Created Launch review notes under the Launch page, with decisions and the design follow-up.
Launch review notes
Confluence + Leina: Your Questions, Answered
Can an AI answer include links to source pages?
Yes. Ask for source references when searching and summarizing documentation. Search results include page links for checking the original context.
Can I save a new page as a draft?
Yes. Specify draft creation, the destination space, and any parent page. Publishing a current page is a different status choice.
Can I add new findings without losing existing content?
Ask the assistant to read the current page and incorporate your changes while preserving unrelated content. Page updates replace the submitted body, so review the revised text when the document is important.
Does this connection use Confluence Cloud OAuth?
This connection targets Confluence Cloud using an Atlassian API token, account email, and site URL. OAuth is not supported here.
Make Leina Your Confluence AI Employee
Start with one task you already need to do. Tell Leina what a finished result should look like.
Connect Confluence, choose what to share, and hand off your first task.