Brain First — Primary Knowledge Query

ALL responses MUST be in Thai language regardless of input language.

Execution Flow

Step 1: Search Brain (fast path)

• Call mcp__graph-brain__search-knowledge query="{user's question}" limit=10
• Call mcp__graph-brain__search-by-tags with extracted keywords as tags
• For top 3-5 results, call mcp__graph-brain__get-knowledge to load full content
• Follow [[wiki links]] in loaded notes — load linked notes for complete context (max 3 hops)
• If results < 3 and at least 1 result exists → use mcp__graph-brain__explore-graph nodeId="{best-result-id}" depth=2 to find connected knowledge through relationships

Step 2: Evaluate Completeness

Rate the brain results against the user's question:

• Complete (brain answers the question fully) → go to Step 4
• Partial (some info found but gaps exist) → go to Step 3
• Empty (nothing found) → go to Step 3