memory_smart_search
Search a project's memory with hybrid keyword and semantic ranking to return compact observation IDs, then expand them for full details.
Instructions
Search an explicit project with hybrid keyword/semantic ranking, returning compact results with observation IDs for progressive disclosure. Supply comma-separated expandIds to retrieve up to 20 full observations; expansion takes precedence over query and reports truncation. Use '*' only for deliberate cross-project reads. Search and expansion record retention access unless trackAccess=false. Use memory_recall when you need full, compact or narrative results in one call.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max results (default 10) | |
| query | No | Search query; optional when expanding observation IDs | |
| agentId | No | Optional agent ID for search and expansion; omit to preserve the configured scope, or pass '*' for a deliberate cross-agent read | |
| project | Yes | Exact registered project identifier, or '*' for a deliberate cross-project read | |
| expandIds | No | Comma-separated observation IDs to expand | |
| trackAccess | No | Set to false for analytical reads that must not reinforce access-based retention (default true) |