npx skills add ...
npx skills add webflow/webflow-skills --skill site-activity
npx skills add webflow/webflow-skills --skill site-activity
Query and summarize site activity logs for a Webflow enterprise site. Surfaces recent changes, identifies who made them, and generates human-readable activity reports. Use for site monitoring, change tracking, publish preparation, or weekly activity summaries. Enterprise plans only.
Query, analyze, and summarize Webflow site activity logs for enterprise sites. Provides natural-language querying of recent changes, filtered summaries by event type or user, and formatted reports for team sharing.
ALWAYS use Webflow MCP tools for all operations:
data_sites_tool with action list_sites for listing available sitesdata_sites_tool with action get_site for detailed site informationdata_enterprise_tool with action list_site_activity_logs for retrieving activity log eventswebflow_guide_tool to get best practices before startingcontext parameter (15-25 words, third-person perspective)Enterprise Only: Activity logs are only available for sites on Enterprise hosting plans. If the tool returns an error, inform the user that this feature requires an Enterprise plan.
Tool Parameters for list_site_activity_logs:
site_id (required): The site's unique identifierlimit (optional): Maximum records to return (max 100)offset (optional): Pagination offset for fetching beyond the first pageIdentify target site: If the user does not provide a site ID, use data_sites_tool with action list_sites. Each site in the response has displayName, lastPublished, and lastUpdated.
Sort order:
lastUpdated descending)Truncation: Show the top 10 sites only. If there are more than 10 total, append a line …and N more sites. Reply "show all" to see the rest. below the list. When the user replies "show all" (or similar), re-present the full list in the same format.
Present the list in this exact format:
Format rules:
lastUpdated > lastPublished OR lastPublished is null; ✅ when lastUpdated <= lastPublished.lastPublished == lastUpdated, collapse the right-hand side to "published & updated ".Fetch selected-site details: After the user selects a site (or when a site ID was provided up front), call data_sites_tool with action get_site once, for the selected site only, to retrieve fields not returned by list_sites — in particular:
lastPublished and lastUpdated are already known from step 1 (or from get_site if the user provided a site ID directly). Keep these in memory for the pre-publish filter in Phase 3.
Infer intent from the prompt (do not ask a follow-up question if the prompt is clear). Map the request to one of:
Only ask a clarifying question if the request is genuinely ambiguous (e.g., "show me activity" with no time window, user, or event type context).
list_site_activity_logs with the site ID
limit: 100 (maximum per request) for comprehensive resultsoffset parameter to fetch additional pagesParse each activity log entry: Each event contains:
id: Unique event identifiercreatedOn: Timestamp (ISO 8601)lastUpdated: Last update timestampevent: Event type string (see Event Types below)user: Object with id and displayName (absent for system events like backups)resourceOperation: The operation performed (CREATED, MODIFIED, DELETED)resourceId: ID of the affected resource (when applicable)resourceName: Human-readable name of the affected resourcepayload: Additional event-specific details (see Payload Details below)Categorize events into human-readable groups (41 event types):
Page Changes:
page_dom_modified — Page structure/element changespage_created — New page creationpage_deleted — Page deletionpage_duplicated — Page duplicationpage_renamed — Page renamepage_settings_modified — Page settings updates (SEO, slug, etc.)page_custom_code_modified — Page-level custom code changespage_settings_custom_code_modified — Page settings custom code changesStyle & Variable Changes:
styles_modified — Style/class changesvariable_modified — Single variable changevariables_modified — Multiple variable changesComponent Changes:
symbols_modified — Component/symbol created, modified, or deletedInteractions:
ix2_modified_on_page — Interaction changes on a pageix2_modified_on_component — Interaction changes on a componentix2_modified_on_class — Interaction changes on a classCMS Changes:
cms_item — Collection item created, modified, or deletedcms_collection — Collection schema created, modified, or deletedSite Management:
site_published — Site publishedsite_unpublished — Site unpublishedsite_custom_code_modified — Site-level custom code changesbackup_created — Automatic or manual backupbackup_restored — Backup restoredLocalization:
secondary_locale_page_content_modified — Localized page content changedlocale_added — New locale addedlocale_removed — Locale removedlocale_enabled — Locale enabledlocale_disabled — Locale disabledlocale_display_name_updated — Locale display name changedlocale_subdirectory_updated — Locale subdirectory changedlocale_tag_updated — Locale tag changedBranches:
branch_created — Branch createdbranch_merged — Branch mergedbranch_deleted — Branch deletedbranch_review_created — Branch review requestedbranch_review_approved — Branch review approvedbranch_review_canceled — Branch review canceledLibrary:
library_shared — Library shared with other siteslibrary_unshared — Library unsharedlibrary_installed — Library installed from another sitelibrary_uninstalled — Library uninstalledlibrary_update_shared — Library update publishedlibrary_update_accepted — Library update acceptedNote: If an event type not listed above appears, categorize it as "Other" and display the raw event string.
Apply filters based on user's request:
user.displayName)createdOn timestamps client-side)resourceName)lastPublished timestamp (from Phase 1) and filter to events where createdOn > lastPublished. If lastPublished is null (never published), all events qualify as unpublished.Generate insights (include in the Highlights section of the report):
createdOn > lastPublished)Generate summary report with these sections:
Answer the user's specific question: If the user asked something specific, lead with the direct answer before the structured report.
Pick the detail level from the prompt:
The detail-level switch is always surfaced as one of the follow-up options in step 13 so the user can request a different level.
Always end every report with a follow-up options section. This is required, not optional. Use the exact format below, tailoring the numbered options to what's relevant for the query just answered:
If the report was a shareable/export format (e.g., "summary I can share"), place this block outside the shareable content so the user can copy the report cleanly without the follow-up menu in it.
Different event types include different payload fields:
page_dom_modified:
pageTitle: Name of the modified pagepageId: ID of the modified pagecount: Number of modifications in this batchbranchId/branchName: Branch context (null if main)cms_item:
cmsCollectionId: ID of the parent collectioncmsCollectionName: Name of the parent collectioncount: Number of items affectedname: Locale name (e.g., "English", "Spanish")styles_modified:
selector: CSS selector (if applicable)variant: Breakpoint/pseudo-class variant stringparentChain: Array of parent style names (combo class chain)type: Style type (e.g., "class")branchId/branchName: Branch contextsymbols_modified:
branchId/branchName: Branch contextpage_settings_modified:
pageTitle: Name of the modified pagebranchId/branchName: Branch contextbackup_created:
resourceName indicates backup type (e.g., "Automatic backup", "Maintenance backup")user field (system-initiated)User prompt:
Step 1: Site Selection
Step 2: Activity Summary
User prompt:
Response:
User prompt:
(Naming the site inline skips Phase 1 step 1. If the user doesn't name a site, run the site-selection list first before producing this report.)
Response:
Would you like to:
Plan Requirement:
list_site_activity_logs is available only on Enterprise hosting plansPagination:
offset to paginate: first call offset=0, second call offset=100, etc.When to paginate:
Rate awareness:
Common errors:
Graceful degradation: