docs: document the discover-data-analysis Agent Builder skill (#6684)#6715
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florent-leborgne wants to merge 5 commits into
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docs: document the discover-data-analysis Agent Builder skill (#6684)#6715florent-leborgne wants to merge 5 commits into
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Add a new "Analyze your data with AI" section to the Discover get-started page covering the discover-data-analysis skill, its ES|QL-only scope, auto-launch behavior, and the shape-specific guidance derived from the active context-aware profile (logs, metrics, traces). Register the skill in the Agent Builder built-in skills reference under Platform skills. Co-authored-by: Cursor <cursoragent@cursor.com>
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Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
stratoula
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May 29, 2026
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Thank you for adding this to the docs! It is not easily discoverable!
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Summary
This PR addresses #6684 with the following changes:
explore-analyze/discover/discover-get-started.md: Add a new## Analyze your data with AIsection covering thediscover-data-analysisskill, the {{esql}}-only scope, the auto-attached query context, and the shape-specific guidance the agent receives when a context-aware profile (logs, metrics, traces) is active. Add a one-line pointer in the existing "Context-aware data exploration" section so readers landing there discover that the active profile also tailors AI deep analysis.explore-analyze/ai-features/agent-builder/builtin-skills-reference.md: Adddiscover-data-analysisto the Platform skills list with its assigned tools and the activation note, cross-linked to the new Discover section.explore-analyze/discover/try-esql.md: Add a one-line tip after "Refine an ES|QL query by interacting with the results table" pointing to the new AI deep analysis section, so readers learning ES|QL in Discover discover the feature too.Sibling PRs incorporated
The issue links elastic/kibana#267454 (context-aware playbook contributions). Triangulating against the implementation file at HEAD surfaced two additional sibling PRs that materially affect the user-facing behavior:
discover-data-analysisskill (9.5.0).Related work
This PR is complementary to #6714, which documents AI assistance inside the {{esql}} editor (generating {{esql}} from a
//comment withcmd+J, and the ✨ Fix with AI action on validation errors). Together the two PRs cover the full AI-in-{{esql}} story: #6714 helps you write or fix the query, this PR helps you analyze the results.The two PRs introduce new anchors that don't exist on main yet, so bidirectional cross-links between them are deferred. Whichever PR merges second should add the cross-link in a small follow-up commit before merge.
Resolves
Closes #6684