gh-macroman5-claude-code-workflow-plugins/.claude/skills/memory-graph/examples.md

Examples

All examples assume the Memory MCP server is connected under the name memory, so tool names are mcp__memory__....

Project/Service

Persist a service and its basics.

1. Prevent duplicates

tool: mcp__memory__search_nodes
input: {"query": "service:alpha"}

2. Create entity if missing

tool: mcp__memory__create_entities
input: {
  "entities": [
    {
      "name": "service:alpha",
      "entityType": "service",
      "observations": [
        "owner: alice",
        "repo: github.com/org/alpha",
        "primary_language: python",
        "deploy_url: https://alpha.example.com"
      ]
    }
  ]
}

3. Add relation to its owner

tool: mcp__memory__create_relations
input: {
  "relations": [
    {"from": "service:alpha", "to": "person:alice", "relationType": "owned_by"}
  ]
}

People

Create or enrich people entities.

tool: mcp__memory__create_entities
input: {"entities": [{"name": "person:alice", "entityType": "person", "observations": ["email: alice@example.com"]}]}

Add title change

tool: mcp__memory__add_observations
input: {"observations": [{"entityName": "person:alice", "contents": ["title: Staff Engineer (2025-10-27)"]}]}

Corrections

Remove stale owner, add new owner.

tool: mcp__memory__delete_observations
input: {"deletions": [{"entityName": "service:alpha", "observations": ["owner: alice"]}]}

tool: mcp__memory__add_observations
input: {"observations": [{"entityName": "service:alpha", "contents": ["owner: bob"]}]}