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

Step 3: Read Codebase (slow path — only if needed)

Display to user:

🧠 Brain: พบข้อมูล {N} ชิ้น {complete|บางส่วน|ไม่พบ}
📂 กำลังอ่านเพิ่มจาก codebase...

• Use Explore agent or direct file reads to find missing information
• Focus only on the GAP — do not re-read what brain already provided
• After reading, combine brain knowledge + codebase findings

Step 4: Respond in Thai

Present the answer with:

• Clear structure (headers, tables, flow diagrams as appropriate)
• Source labels: [Brain] for brain-sourced info, [Code] for codebase-sourced info
• Relevant file paths if referencing specific code
• Relationship context: if explore-graph was used, show key connections found (e.g., "เชื่อมกับ: [[Note A]], [[Note B]]")

Step 5: Offer to Save (only if Step 3 was executed)

If new information was found from codebase:

💡 พบข้อมูลใหม่จาก codebase ที่ยังไม่มีใน Brain
ต้องการบันทึกไหม? พิมพ์ /brain-save เพื่อเก็บ

Connection Failure

If Graph Brain is unreachable:

⚠️ Graph Brain เชื่อมต่อไม่ได้ — อ่านจาก codebase โดยตรง

Then read from codebase and answer normally. Do NOT block.

Examples

/brain checker ทำอะไรบ้าง
/brain วิธีนำเข้าข้อมูลจาก Excel
/brain workflow ตั้งแต่รับงานถึงส่งประกัน
/brain database connection ใช้อะไรบ้าง
/brain Lucky job ต่างจากงานปกติอย่างไร