observal registry recommend
List Registry components ranked for the signed-in user and record recommendation feedback.
List
The direct and explicit list forms are equivalent:
observal registry recommend --output json
observal registry recommend list --limit 12 --type mcp --refresh --output json--limit, -n
Number of recommendations, from 1 through 24
--type, -t
Restrict to MCP, Skill, Hook, Prompt, or Sandbox
--refresh
Recompute the work profile instead of using its cache
--output, -o
Table or JSON output
JSON returns the direct server object. Important fields include:
personalized
Whether ranking used the user's sessions
profile_sessions
Session count behind the profile
topics
Dominant detected work topics
items
Recommended visible components
items[].reason
Server-provided explanation
items[].matched_on
Terms from the user's own work profile
An empty items array is a successful result. It means either no visible components remain or everything applicable has already been installed or dismissed.
When personalized is false, results are popularity-based and must not be described as tailored.
Dismiss
Valid actions are dismissed, not_relevant, and installed.
JSON returns:
Dismissals are scoped to the signed-in user. The CLI cannot inspect another user's recommendation profile.
Exit codes
Invalid component types and actions use validation exit code 7. Authentication, permission, rate-limit, unavailable-service, and version-mismatch failures preserve the shared CLI exit contract. JSON failures leave stdout empty and write one error object to stderr.
Related
observal registry: browse components directlyobserval outdated: check installed versions
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