explore-graph

Installation
SKILL.md

Explore the memory graph

Use the exact Memory IDs returned by the current retrieval, in ranked order. Run this automatically after a successful Nowledge Memory search with at least one result, or on an explicit graph request. Do not graph empty results or thread-only retrieval.

Keep the retrieval's configured endpoint, owner/member permissions, agent identity, and active space. Never infer a space from the current folder or switch to a different owner or default space to make a graph work. Exact Memory IDs focus the view; they do not enforce access control. For Space- or Team-restricted retrieval, show or expand a graph only when the graph surface is confirmed to enforce the same owner/member and Space restrictions. Passing a supported scope parameter alone does not prove enforcement. Otherwise, skip the graph, explain the scope limitation, and continue with the retrieved evidence.

Show the retrieved memories

Prefer the MCP explore_graph tool when it is available:

Installs
3
GitHub Stars
186
First Seen
Sep 22, 2026