thinkfleetai peek
Fast, low-noise lookup.
By query
{ "name": "memory_search", "arguments": { "query": "<term>", "projectId": "<repo>", "limit": 8 } }
Render each hit as a single line: [id-prefix] content — scope/type. Don't dump
full JSON.
By id
{ "name": "memory_recall", "arguments": { "id": "<id>" } }
memory_recall also bumps recency (marks the item recently used). Use it to
resolve a [memmesh:<id>] citation to its full content.
When to escalate
If the user wants everything grouped by category, use tour. If they want a
synthesized picture of one subject (profile + patterns + predictions), use
context-loader / memory_build_context.