diff --git a/workflow/01_conversation/slack_action_extractor_request.json b/workflow/01_conversation/slack_action_extractor_request.json
new file mode 100644
index 0000000..1d2b895
--- /dev/null
+++ b/workflow/01_conversation/slack_action_extractor_request.json
@@ -0,0 +1,108 @@
+{
+  "name": "robeing-slack-action-extractor-request",
+  "nodes": [
+    {
+      "parameters": {
+        "channelId": {
+          "__rl": true,
+          "mode": "list",
+          "value": ""
+        },
+        "options": {}
+      },
+      "id": "conv-act-001",
+      "name": "Slack Trigger",
+      "type": "n8n-nodes-base.slackTrigger",
+      "typeVersion": 1,
+      "position": [220, 220]
+    },
+    {
+      "parameters": {
+        "jsCode": "const event = $json.event || {};\nconst text = (event.text || '').replace(/<@[^>]+>/g, '').trim();\nconst wantsActions = /할 일|액션|todo|action/i.test(text);\nreturn {\n  should_process: wantsActions && Boolean(event.channel) && Boolean(event.user),\n  channel_id: event.channel || '',\n  thread_ts: event.thread_ts || event.ts || '',\n  company_id: event.team || event.team_id || '',\n  user_id: event.user || ''\n};"
+      },
+      "id": "conv-act-002",
+      "name": "Detect Action Intent",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [460, 220]
+    },
+    {
+      "parameters": {
+        "conditions": {
+          "boolean": [
+            {
+              "value1": "={{ $json.should_process }}",
+              "value2": true
+            }
+          ]
+        }
+      },
+      "id": "conv-act-003",
+      "name": "Action Request?",
+      "type": "n8n-nodes-base.if",
+      "typeVersion": 2,
+      "position": [700, 220]
+    },
+    {
+      "parameters": {
+        "method": "POST",
+        "url": "=http://192.168.219.52:8502/api/v1/extract-actions",
+        "sendBody": true,
+        "specifyBody": "json",
+        "jsonBody": "={\"company_id\":\"{{$json.company_id}}\",\"user_id\":\"{{$json.user_id}}\",\"skill_level\":1,\"channel_id\":\"{{$json.channel_id}}\",\"time_range\":\"24h\",\"auto_assign\":true,\"priority_detection\":true}",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          }
+        }
+      },
+      "id": "conv-act-004",
+      "name": "Call skill-slack Extract Actions",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [970, 160]
+    },
+    {
+      "parameters": {
+        "jsCode": "const body = $json.body || {};\nconst req = $('Detect Action Intent').item.json;\nconst items = body.action_items || [];\nconst lines = items.length ? items.map((item, index) => `${index + 1}. ${item.task}${item.assignee ? ' / 담당: ' + item.assignee : ''}${item.priority ? ' / 우선순위: ' + item.priority : ''}`).join('\\n') : '추출된 액션 아이템이 없습니다.';\nreturn { channel: req.channel_id, thread_ts: req.thread_ts, text: lines };"
+      },
+      "id": "conv-act-005",
+      "name": "Build Action Reply",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [1230, 160]
+    },
+    {
+      "parameters": {
+        "resource": "message",
+        "operation": "post",
+        "channel": "={{ $json.channel }}",
+        "text": "={{ $json.text }}",
+        "otherOptions": {
+          "threadTs": "={{ $json.thread_ts }}"
+        }
+      },
+      "id": "conv-act-006",
+      "name": "Reply to Slack",
+      "type": "n8n-nodes-base.slack",
+      "typeVersion": 2,
+      "position": [1480, 160]
+    }
+  ],
+  "connections": {
+    "Slack Trigger": { "main": [[{ "node": "Detect Action Intent", "type": "main", "index": 0 }]] },
+    "Detect Action Intent": { "main": [[{ "node": "Action Request?", "type": "main", "index": 0 }]] },
+    "Action Request?": {
+      "main": [
+        [{ "node": "Call skill-slack Extract Actions", "type": "main", "index": 0 }],
+        []
+      ]
+    },
+    "Call skill-slack Extract Actions": { "main": [[{ "node": "Build Action Reply", "type": "main", "index": 0 }]] },
+    "Build Action Reply": { "main": [[{ "node": "Reply to Slack", "type": "main", "index": 0 }]] }
+  },
+  "pinData": {},
+  "meta": { "templateCredsSetupCompleted": true, "instanceId": "robeing-conversation" }
+}
diff --git a/workflow/01_conversation/slack_basic_dialogue.json b/workflow/01_conversation/slack_basic_dialogue.json
new file mode 100644
index 0000000..3e54dd7
--- /dev/null
+++ b/workflow/01_conversation/slack_basic_dialogue.json
@@ -0,0 +1,167 @@
+{
+  "name": "robeing-slack-basic-dialogue",
+  "nodes": [
+    {
+      "parameters": {
+        "channelId": {
+          "__rl": true,
+          "mode": "list",
+          "value": ""
+        },
+        "options": {}
+      },
+      "id": "conv-001",
+      "name": "Slack Trigger",
+      "type": "n8n-nodes-base.slackTrigger",
+      "typeVersion": 1,
+      "position": [240, 260]
+    },
+    {
+      "parameters": {
+        "jsCode": "const event = $json.event || {};\nconst text = event.text || '';\nconst question = text.replace(/<@[^>]+>/g, '').trim();\nconst skip = !event.user || !event.channel || !question || Boolean(event.bot_id) || event.subtype === 'bot_message';\nreturn {\n  should_process: !skip,\n  team_id: event.team || event.team_id || '',\n  channel: event.channel || '',\n  user_id: event.user || '',\n  thread_ts: event.thread_ts || event.ts || '',\n  question,\n  robeing_id: 'rb8001'\n};"
+      },
+      "id": "conv-002",
+      "name": "Normalize Event",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [500, 260]
+    },
+    {
+      "parameters": {
+        "conditions": {
+          "boolean": [
+            {
+              "value1": "={{ $json.should_process }}",
+              "value2": true
+            }
+          ]
+        }
+      },
+      "id": "conv-003",
+      "name": "Should Process?",
+      "type": "n8n-nodes-base.if",
+      "typeVersion": 2,
+      "position": [740, 260]
+    },
+    {
+      "parameters": {
+        "method": "GET",
+        "url": "=http://192.168.219.45:9000/api/slack/mapping/{{$json.user_id}}",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          }
+        }
+      },
+      "id": "conv-004",
+      "name": "Get User Mapping",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [980, 180]
+    },
+    {
+      "parameters": {
+        "jsCode": "const mapping = $json.body || {};\nconst base = $('Normalize Event').item.json;\nreturn {\n  channel: base.channel,\n  thread_ts: base.thread_ts,\n  user_uuid: mapping.user_id || mapping.id || mapping.uuid || '',\n  request_body: {\n    message: base.question,\n    source: 'slack',\n    context: {\n      slack: {\n        team_id: base.team_id,\n        channel: base.channel,\n        user_id: base.user_id,\n        thread_ts: base.thread_ts\n      },\n      robeing: {\n        robeing_id: base.robeing_id\n      }\n    }\n  }\n};"
+      },
+      "id": "conv-005",
+      "name": "Build Gateway Request",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [1220, 180]
+    },
+    {
+      "parameters": {
+        "method": "POST",
+        "url": "=http://192.168.219.45:8100/api/chat",
+        "sendHeaders": true,
+        "headerParameters": {
+          "parameters": [
+            {
+              "name": "Content-Type",
+              "value": "application/json"
+            },
+            {
+              "name": "X-User-Id",
+              "value": "={{ $json.user_uuid }}"
+            }
+          ]
+        },
+        "sendBody": true,
+        "specifyBody": "json",
+        "jsonBody": "={{ $json.request_body }}",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          },
+          "timeout": 60000
+        }
+      },
+      "id": "conv-006",
+      "name": "Call Robeing Gateway",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [1470, 180]
+    },
+    {
+      "parameters": {
+        "jsCode": "const body = $json.body || {};\nconst base = $('Build Gateway Request').item.json;\nreturn {\n  channel: base.channel,\n  thread_ts: base.thread_ts,\n  text: body.reply || body.response || body.message || body.text || '지금은 응답을 생성하지 못했습니다. 잠시 후 다시 시도해주세요.'\n};"
+      },
+      "id": "conv-007",
+      "name": "Prepare Slack Reply",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [1710, 180]
+    },
+    {
+      "parameters": {
+        "resource": "message",
+        "operation": "post",
+        "channel": "={{ $json.channel }}",
+        "text": "={{ $json.text }}",
+        "otherOptions": {
+          "threadTs": "={{ $json.thread_ts }}"
+        }
+      },
+      "id": "conv-008",
+      "name": "Reply to Slack",
+      "type": "n8n-nodes-base.slack",
+      "typeVersion": 2,
+      "position": [1950, 180]
+    }
+  ],
+  "connections": {
+    "Slack Trigger": {
+      "main": [[{ "node": "Normalize Event", "type": "main", "index": 0 }]]
+    },
+    "Normalize Event": {
+      "main": [[{ "node": "Should Process?", "type": "main", "index": 0 }]]
+    },
+    "Should Process?": {
+      "main": [
+        [{ "node": "Get User Mapping", "type": "main", "index": 0 }],
+        []
+      ]
+    },
+    "Get User Mapping": {
+      "main": [[{ "node": "Build Gateway Request", "type": "main", "index": 0 }]]
+    },
+    "Build Gateway Request": {
+      "main": [[{ "node": "Call Robeing Gateway", "type": "main", "index": 0 }]]
+    },
+    "Call Robeing Gateway": {
+      "main": [[{ "node": "Prepare Slack Reply", "type": "main", "index": 0 }]]
+    },
+    "Prepare Slack Reply": {
+      "main": [[{ "node": "Reply to Slack", "type": "main", "index": 0 }]]
+    }
+  },
+  "pinData": {},
+  "meta": {
+    "templateCredsSetupCompleted": true,
+    "instanceId": "robeing-conversation"
+  }
+}
diff --git a/workflow/01_conversation/slack_thread_summary_request.json b/workflow/01_conversation/slack_thread_summary_request.json
new file mode 100644
index 0000000..8e98a9f
--- /dev/null
+++ b/workflow/01_conversation/slack_thread_summary_request.json
@@ -0,0 +1,108 @@
+{
+  "name": "robeing-slack-thread-summary-request",
+  "nodes": [
+    {
+      "parameters": {
+        "channelId": {
+          "__rl": true,
+          "mode": "list",
+          "value": ""
+        },
+        "options": {}
+      },
+      "id": "conv-sum-001",
+      "name": "Slack Trigger",
+      "type": "n8n-nodes-base.slackTrigger",
+      "typeVersion": 1,
+      "position": [220, 220]
+    },
+    {
+      "parameters": {
+        "jsCode": "const event = $json.event || {};\nconst text = (event.text || '').replace(/<@[^>]+>/g, '').trim();\nconst wantsSummary = /요약|정리|digest|summary/i.test(text);\nreturn {\n  should_process: wantsSummary && Boolean(event.channel) && Boolean(event.user),\n  channel_id: event.channel || '',\n  thread_ts: event.thread_ts || event.ts || '',\n  text,\n  company_id: event.team || event.team_id || '',\n  user_id: event.user || ''\n};"
+      },
+      "id": "conv-sum-002",
+      "name": "Detect Summary Intent",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [460, 220]
+    },
+    {
+      "parameters": {
+        "conditions": {
+          "boolean": [
+            {
+              "value1": "={{ $json.should_process }}",
+              "value2": true
+            }
+          ]
+        }
+      },
+      "id": "conv-sum-003",
+      "name": "Summary Request?",
+      "type": "n8n-nodes-base.if",
+      "typeVersion": 2,
+      "position": [700, 220]
+    },
+    {
+      "parameters": {
+        "method": "POST",
+        "url": "=http://192.168.219.52:8502/api/v1/summarize",
+        "sendBody": true,
+        "specifyBody": "json",
+        "jsonBody": "={\"company_id\":\"{{$json.company_id}}\",\"user_id\":\"{{$json.user_id}}\",\"skill_level\":1,\"channel_id\":\"{{$json.channel_id}}\",\"thread_ts\":\"{{$json.thread_ts}}\",\"time_range\":\"24h\",\"options\":{\"include_files\":true,\"include_reactions\":false}}",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          }
+        }
+      },
+      "id": "conv-sum-004",
+      "name": "Call skill-slack Summarize",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [960, 160]
+    },
+    {
+      "parameters": {
+        "jsCode": "const body = $json.body || {};\nconst req = $('Detect Summary Intent').item.json;\nreturn {\n  channel: req.channel_id,\n  thread_ts: req.thread_ts,\n  text: body.summary || '요약 결과를 가져오지 못했습니다.'\n};"
+      },
+      "id": "conv-sum-005",
+      "name": "Build Summary Reply",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [1210, 160]
+    },
+    {
+      "parameters": {
+        "resource": "message",
+        "operation": "post",
+        "channel": "={{ $json.channel }}",
+        "text": "={{ $json.text }}",
+        "otherOptions": {
+          "threadTs": "={{ $json.thread_ts }}"
+        }
+      },
+      "id": "conv-sum-006",
+      "name": "Reply to Slack",
+      "type": "n8n-nodes-base.slack",
+      "typeVersion": 2,
+      "position": [1450, 160]
+    }
+  ],
+  "connections": {
+    "Slack Trigger": { "main": [[{ "node": "Detect Summary Intent", "type": "main", "index": 0 }]] },
+    "Detect Summary Intent": { "main": [[{ "node": "Summary Request?", "type": "main", "index": 0 }]] },
+    "Summary Request?": {
+      "main": [
+        [{ "node": "Call skill-slack Summarize", "type": "main", "index": 0 }],
+        []
+      ]
+    },
+    "Call skill-slack Summarize": { "main": [[{ "node": "Build Summary Reply", "type": "main", "index": 0 }]] },
+    "Build Summary Reply": { "main": [[{ "node": "Reply to Slack", "type": "main", "index": 0 }]] }
+  },
+  "pinData": {},
+  "meta": { "templateCredsSetupCompleted": true, "instanceId": "robeing-conversation" }
+}
diff --git a/workflow/02_skills/skill_email_send_request.json b/workflow/02_skills/skill_email_send_request.json
new file mode 100644
index 0000000..482b9bb
--- /dev/null
+++ b/workflow/02_skills/skill_email_send_request.json
@@ -0,0 +1,57 @@
+{
+  "name": "robeing-skill-email-send-request",
+  "nodes": [
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "skills/email/send",
+        "responseMode": "responseNode",
+        "options": {}
+      },
+      "id": "skill-email-001",
+      "name": "Webhook In",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [220, 220]
+    },
+    {
+      "parameters": {
+        "method": "POST",
+        "url": "=http://192.168.219.52:8501/api/v1/send",
+        "sendBody": true,
+        "specifyBody": "json",
+        "jsonBody": "={{ $json.body }}",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          }
+        }
+      },
+      "id": "skill-email-002",
+      "name": "Call skill-email",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [470, 220]
+    },
+    {
+      "parameters": {
+        "respondWith": "json",
+        "responseBody": "={{ $json.body || $json }}",
+        "options": {}
+      },
+      "id": "skill-email-003",
+      "name": "Return Response",
+      "type": "n8n-nodes-base.respondToWebhook",
+      "typeVersion": 1,
+      "position": [710, 220]
+    }
+  ],
+  "connections": {
+    "Webhook In": { "main": [[{ "node": "Call skill-email", "type": "main", "index": 0 }]] },
+    "Call skill-email": { "main": [[{ "node": "Return Response", "type": "main", "index": 0 }]] }
+  },
+  "pinData": {},
+  "meta": { "templateCredsSetupCompleted": true, "instanceId": "robeing-skills" }
+}
diff --git a/workflow/02_skills/skill_news_briefing_request.json b/workflow/02_skills/skill_news_briefing_request.json
new file mode 100644
index 0000000..d2f640e
--- /dev/null
+++ b/workflow/02_skills/skill_news_briefing_request.json
@@ -0,0 +1,57 @@
+{
+  "name": "robeing-skill-news-briefing-request",
+  "nodes": [
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "skills/news/briefing",
+        "responseMode": "responseNode",
+        "options": {}
+      },
+      "id": "skill-news-001",
+      "name": "Webhook In",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [220, 220]
+    },
+    {
+      "parameters": {
+        "method": "POST",
+        "url": "=http://192.168.219.52:8505/api/v1/briefing",
+        "sendBody": true,
+        "specifyBody": "json",
+        "jsonBody": "={{ $json.body }}",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          }
+        }
+      },
+      "id": "skill-news-002",
+      "name": "Call skill-news",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [470, 220]
+    },
+    {
+      "parameters": {
+        "respondWith": "json",
+        "responseBody": "={{ $json.body || $json }}",
+        "options": {}
+      },
+      "id": "skill-news-003",
+      "name": "Return Response",
+      "type": "n8n-nodes-base.respondToWebhook",
+      "typeVersion": 1,
+      "position": [710, 220]
+    }
+  ],
+  "connections": {
+    "Webhook In": { "main": [[{ "node": "Call skill-news", "type": "main", "index": 0 }]] },
+    "Call skill-news": { "main": [[{ "node": "Return Response", "type": "main", "index": 0 }]] }
+  },
+  "pinData": {},
+  "meta": { "templateCredsSetupCompleted": true, "instanceId": "robeing-skills" }
+}
diff --git a/workflow/02_skills/skill_slack_send_message_bridge.json b/workflow/02_skills/skill_slack_send_message_bridge.json
new file mode 100644
index 0000000..f4713a8
--- /dev/null
+++ b/workflow/02_skills/skill_slack_send_message_bridge.json
@@ -0,0 +1,63 @@
+{
+  "name": "robeing-skill-slack-send-message-bridge",
+  "nodes": [
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "skills/slack/send",
+        "responseMode": "responseNode",
+        "options": {}
+      },
+      "id": "skill-slack-001",
+      "name": "Webhook In",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [220, 220]
+    },
+    {
+      "parameters": {
+        "jsCode": "const body = $json.body || {};\nreturn {\n  channel: body.channel,\n  text: body.text,\n  thread_ts: body.thread_ts || '',\n  blocks: body.blocks || []\n};"
+      },
+      "id": "skill-slack-002",
+      "name": "Normalize Payload",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [460, 220]
+    },
+    {
+      "parameters": {
+        "resource": "message",
+        "operation": "post",
+        "channel": "={{ $json.channel }}",
+        "text": "={{ $json.text }}",
+        "otherOptions": {
+          "threadTs": "={{ $json.thread_ts }}"
+        }
+      },
+      "id": "skill-slack-003",
+      "name": "Post to Slack",
+      "type": "n8n-nodes-base.slack",
+      "typeVersion": 2,
+      "position": [710, 220]
+    },
+    {
+      "parameters": {
+        "respondWith": "json",
+        "responseBody": "={\"success\":true,\"channel\":\"{{$('Normalize Payload').item.json.channel}}\",\"thread_ts\":\"{{$('Normalize Payload').item.json.thread_ts}}\"}",
+        "options": {}
+      },
+      "id": "skill-slack-004",
+      "name": "Return Response",
+      "type": "n8n-nodes-base.respondToWebhook",
+      "typeVersion": 1,
+      "position": [940, 220]
+    }
+  ],
+  "connections": {
+    "Webhook In": { "main": [[{ "node": "Normalize Payload", "type": "main", "index": 0 }]] },
+    "Normalize Payload": { "main": [[{ "node": "Post to Slack", "type": "main", "index": 0 }]] },
+    "Post to Slack": { "main": [[{ "node": "Return Response", "type": "main", "index": 0 }]] }
+  },
+  "pinData": {},
+  "meta": { "templateCredsSetupCompleted": true, "instanceId": "robeing-skills" }
+}
diff --git a/workflow/03_rag/rag_search_grounding_request.json b/workflow/03_rag/rag_search_grounding_request.json
new file mode 100644
index 0000000..25ee9ad
--- /dev/null
+++ b/workflow/03_rag/rag_search_grounding_request.json
@@ -0,0 +1,70 @@
+{
+  "name": "robeing-rag-search-grounding-request",
+  "nodes": [
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "rag/search",
+        "responseMode": "responseNode",
+        "options": {}
+      },
+      "id": "rag-search-001",
+      "name": "Webhook In",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [200, 220]
+    },
+    {
+      "parameters": {
+        "method": "POST",
+        "url": "=http://192.168.219.52:8508/api/search",
+        "sendHeaders": true,
+        "headerParameters": {
+          "parameters": [
+            {
+              "name": "Content-Type",
+              "value": "application/json"
+            },
+            {
+              "name": "X-User-Id",
+              "value": "=system"
+            }
+          ]
+        },
+        "sendBody": true,
+        "specifyBody": "json",
+        "jsonBody": "={{ $json.body }}",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          }
+        }
+      },
+      "id": "rag-search-002",
+      "name": "Call skill-rag-file Search",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [460, 220]
+    },
+    {
+      "parameters": {
+        "respondWith": "json",
+        "responseBody": "={{ $json.body || $json }}",
+        "options": {}
+      },
+      "id": "rag-search-003",
+      "name": "Return Response",
+      "type": "n8n-nodes-base.respondToWebhook",
+      "typeVersion": 1,
+      "position": [700, 220]
+    }
+  ],
+  "connections": {
+    "Webhook In": { "main": [[{ "node": "Call skill-rag-file Search", "type": "main", "index": 0 }]] },
+    "Call skill-rag-file Search": { "main": [[{ "node": "Return Response", "type": "main", "index": 0 }]] }
+  },
+  "pinData": {},
+  "meta": { "templateCredsSetupCompleted": true, "instanceId": "robeing-rag" }
+}
diff --git a/workflow/03_rag/rag_upload_indexing_pipeline.json b/workflow/03_rag/rag_upload_indexing_pipeline.json
new file mode 100644
index 0000000..10f8f4e
--- /dev/null
+++ b/workflow/03_rag/rag_upload_indexing_pipeline.json
@@ -0,0 +1,82 @@
+{
+  "name": "robeing-rag-upload-indexing-pipeline",
+  "nodes": [
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "rag/upload-index",
+        "responseMode": "responseNode",
+        "options": {}
+      },
+      "id": "rag-up-001",
+      "name": "Webhook In",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [200, 240]
+    },
+    {
+      "parameters": {
+        "jsCode": "const body = $json.body || {};\nreturn {\n  team_id: body.team_id,\n  file_url: body.file_url || '',\n  file_name: body.file_name || '',\n  metadata: body.metadata || {},\n  request_body: body\n};"
+      },
+      "id": "rag-up-002",
+      "name": "Normalize Upload Payload",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [440, 240]
+    },
+    {
+      "parameters": {
+        "method": "POST",
+        "url": "=http://192.168.219.52:8508/api/upload",
+        "sendHeaders": true,
+        "headerParameters": {
+          "parameters": [
+            {
+              "name": "Content-Type",
+              "value": "application/json"
+            },
+            {
+              "name": "X-User-Id",
+              "value": "=system"
+            }
+          ]
+        },
+        "sendBody": true,
+        "specifyBody": "json",
+        "jsonBody": "={{ $json.request_body }}",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          },
+          "timeout": 120000
+        }
+      },
+      "id": "rag-up-003",
+      "name": "Call skill-rag-file Upload",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [690, 240]
+    },
+    {
+      "parameters": {
+        "respondWith": "json",
+        "responseBody": "={{ $json.body || $json }}",
+        "options": {}
+      },
+      "id": "rag-up-004",
+      "name": "Return Response",
+      "type": "n8n-nodes-base.respondToWebhook",
+      "typeVersion": 1,
+      "position": [930, 240]
+    }
+  ],
+  "connections": {
+    "Webhook In": { "main": [[{ "node": "Normalize Upload Payload", "type": "main", "index": 0 }]] },
+    "Normalize Upload Payload": { "main": [[{ "node": "Call skill-rag-file Upload", "type": "main", "index": 0 }]] },
+    "Call skill-rag-file Upload": { "main": [[{ "node": "Return Response", "type": "main", "index": 0 }]] }
+  },
+  "pinData": {},
+  "meta": { "templateCredsSetupCompleted": true, "instanceId": "robeing-rag" }
+}
diff --git a/workflow/03_rag/skill_embedding_bridge.json b/workflow/03_rag/skill_embedding_bridge.json
new file mode 100644
index 0000000..1f28cff
--- /dev/null
+++ b/workflow/03_rag/skill_embedding_bridge.json
@@ -0,0 +1,79 @@
+{
+  "name": "robeing-skill-embedding-bridge",
+  "nodes": [
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "v1/multimodal-embed",
+        "responseMode": "responseNode",
+        "options": {}
+      },
+      "id": "embed-001",
+      "name": "Webhook In",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [200, 240]
+    },
+    {
+      "parameters": {
+        "jsCode": "const body = $json.body || {};\nreturn {\n  api_key: body.api_key,\n  gemini_payload: {\n    model: 'models/gemini-embedding-2-preview',\n    task_type: body.task_type || 'RETRIEVAL_DOCUMENT',\n    content: body.content || { parts: [{ text: body.text || '' }] },\n    output_dimensionality: body.dimension || 768\n  }\n};"
+      },
+      "id": "embed-002",
+      "name": "Build Gemini Payload",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [450, 240]
+    },
+    {
+      "parameters": {
+        "method": "POST",
+        "url": "=https://generativelanguage.googleapis.com/v1beta/models/gemini-embedding-2-preview:embedContent?key={{$json.api_key}}",
+        "sendBody": true,
+        "specifyBody": "json",
+        "jsonBody": "={{ $json.gemini_payload }}",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          }
+        }
+      },
+      "id": "embed-003",
+      "name": "Call Gemini Embedding API",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [700, 240]
+    },
+    {
+      "parameters": {
+        "jsCode": "const body = $json.body || {};\nreturn {\n  success: true,\n  embedding: body.embedding?.values || [],\n  model: 'gemini-embedding-2-preview'\n};"
+      },
+      "id": "embed-004",
+      "name": "Normalize Response",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [940, 240]
+    },
+    {
+      "parameters": {
+        "respondWith": "json",
+        "responseBody": "={{ $json }}",
+        "options": {}
+      },
+      "id": "embed-005",
+      "name": "Return Response",
+      "type": "n8n-nodes-base.respondToWebhook",
+      "typeVersion": 1,
+      "position": [1170, 240]
+    }
+  ],
+  "connections": {
+    "Webhook In": { "main": [[{ "node": "Build Gemini Payload", "type": "main", "index": 0 }]] },
+    "Build Gemini Payload": { "main": [[{ "node": "Call Gemini Embedding API", "type": "main", "index": 0 }]] },
+    "Call Gemini Embedding API": { "main": [[{ "node": "Normalize Response", "type": "main", "index": 0 }]] },
+    "Normalize Response": { "main": [[{ "node": "Return Response", "type": "main", "index": 0 }]] }
+  },
+  "pinData": {},
+  "meta": { "templateCredsSetupCompleted": true, "instanceId": "robeing-rag" }
+}
diff --git a/workflow/04_scheduler/scheduled_daily_briefing.json b/workflow/04_scheduler/scheduled_daily_briefing.json
new file mode 100644
index 0000000..156d76c
--- /dev/null
+++ b/workflow/04_scheduler/scheduled_daily_briefing.json
@@ -0,0 +1,69 @@
+{
+  "name": "robeing-scheduled-daily-briefing",
+  "nodes": [
+    {
+      "parameters": {
+        "rule": {
+          "cronExpression": "0 9 * * 1-5"
+        }
+      },
+      "id": "sched-brief-001",
+      "name": "Schedule Trigger",
+      "type": "n8n-nodes-base.scheduleTrigger",
+      "typeVersion": 1,
+      "position": [220, 220]
+    },
+    {
+      "parameters": {
+        "method": "POST",
+        "url": "=http://192.168.219.52:8505/api/v1/briefing",
+        "sendBody": true,
+        "specifyBody": "json",
+        "jsonBody": "={\"mode\":\"daily_briefing\",\"company_id\":\"companyx\",\"topic\":\"business\",\"limit\":10}",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          }
+        }
+      },
+      "id": "sched-brief-002",
+      "name": "Call skill-news",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [470, 220]
+    },
+    {
+      "parameters": {
+        "jsCode": "const body = $json.body || {};\nreturn { channel: 'C_DAILY_BRIEFING', text: body.message || body.summary || '브리핑 결과가 비어 있습니다.' };"
+      },
+      "id": "sched-brief-003",
+      "name": "Build Slack Message",
+      "type": "n8n-nodes-base.code",
+      "typeVersion": 2,
+      "position": [700, 220]
+    },
+    {
+      "parameters": {
+        "resource": "message",
+        "operation": "post",
+        "channel": "={{ $json.channel }}",
+        "text": "={{ $json.text }}",
+        "otherOptions": {}
+      },
+      "id": "sched-brief-004",
+      "name": "Post to Slack",
+      "type": "n8n-nodes-base.slack",
+      "typeVersion": 2,
+      "position": [940, 220]
+    }
+  ],
+  "connections": {
+    "Schedule Trigger": { "main": [[{ "node": "Call skill-news", "type": "main", "index": 0 }]] },
+    "Call skill-news": { "main": [[{ "node": "Build Slack Message", "type": "main", "index": 0 }]] },
+    "Build Slack Message": { "main": [[{ "node": "Post to Slack", "type": "main", "index": 0 }]] }
+  },
+  "pinData": {},
+  "meta": { "templateCredsSetupCompleted": true, "instanceId": "robeing-scheduler" }
+}
diff --git a/workflow/04_scheduler/scheduled_healthcheck_alert.json b/workflow/04_scheduler/scheduled_healthcheck_alert.json
new file mode 100644
index 0000000..08761ab
--- /dev/null
+++ b/workflow/04_scheduler/scheduled_healthcheck_alert.json
@@ -0,0 +1,79 @@
+{
+  "name": "robeing-scheduled-healthcheck-alert",
+  "nodes": [
+    {
+      "parameters": {
+        "rule": {
+          "cronExpression": "*/10 * * * *"
+        }
+      },
+      "id": "sched-health-001",
+      "name": "Schedule Trigger",
+      "type": "n8n-nodes-base.scheduleTrigger",
+      "typeVersion": 1,
+      "position": [220, 220]
+    },
+    {
+      "parameters": {
+        "method": "GET",
+        "url": "=http://192.168.219.52:8001/health",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          }
+        }
+      },
+      "id": "sched-health-002",
+      "name": "Check rb8001 Health",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [470, 220]
+    },
+    {
+      "parameters": {
+        "conditions": {
+          "number": [
+            {
+              "value1": "={{ $json.statusCode }}",
+              "operation": "notEqual",
+              "value2": 200
+            }
+          ]
+        }
+      },
+      "id": "sched-health-003",
+      "name": "Health Failed?",
+      "type": "n8n-nodes-base.if",
+      "typeVersion": 2,
+      "position": [700, 220]
+    },
+    {
+      "parameters": {
+        "resource": "message",
+        "operation": "post",
+        "channel": "=C_ALERTS",
+        "text": "=rb8001 health check failed. status={{$json.statusCode}}",
+        "otherOptions": {}
+      },
+      "id": "sched-health-004",
+      "name": "Send Alert",
+      "type": "n8n-nodes-base.slack",
+      "typeVersion": 2,
+      "position": [940, 160]
+    }
+  ],
+  "connections": {
+    "Schedule Trigger": { "main": [[{ "node": "Check rb8001 Health", "type": "main", "index": 0 }]] },
+    "Check rb8001 Health": { "main": [[{ "node": "Health Failed?", "type": "main", "index": 0 }]] },
+    "Health Failed?": {
+      "main": [
+        [{ "node": "Send Alert", "type": "main", "index": 0 }],
+        []
+      ]
+    }
+  },
+  "pinData": {},
+  "meta": { "templateCredsSetupCompleted": true, "instanceId": "robeing-scheduler" }
+}
diff --git a/workflow/04_scheduler/scheduled_rag_reindex_retry.json b/workflow/04_scheduler/scheduled_rag_reindex_retry.json
new file mode 100644
index 0000000..ae8b847
--- /dev/null
+++ b/workflow/04_scheduler/scheduled_rag_reindex_retry.json
@@ -0,0 +1,83 @@
+{
+  "name": "robeing-scheduled-rag-reindex-retry",
+  "nodes": [
+    {
+      "parameters": {
+        "rule": {
+          "cronExpression": "0 */6 * * *"
+        }
+      },
+      "id": "sched-rag-001",
+      "name": "Schedule Trigger",
+      "type": "n8n-nodes-base.scheduleTrigger",
+      "typeVersion": 1,
+      "position": [220, 220]
+    },
+    {
+      "parameters": {
+        "operation": "executeQuery",
+        "query": "SELECT id, payload_json FROM rag_retry_queue WHERE status = 'pending' ORDER BY created_at ASC LIMIT 20;",
+        "options": {}
+      },
+      "id": "sched-rag-002",
+      "name": "Load Retry Queue",
+      "type": "n8n-nodes-base.postgres",
+      "typeVersion": 2.2,
+      "position": [470, 220]
+    },
+    {
+      "parameters": {
+        "method": "POST",
+        "url": "=http://192.168.219.52:8508/api/reindex",
+        "sendHeaders": true,
+        "headerParameters": {
+          "parameters": [
+            {
+              "name": "Content-Type",
+              "value": "application/json"
+            },
+            {
+              "name": "X-User-Id",
+              "value": "=system"
+            }
+          ]
+        },
+        "sendBody": true,
+        "specifyBody": "json",
+        "jsonBody": "={{ $json.payload_json }}",
+        "options": {
+          "response": {
+            "response": {
+              "fullResponse": true
+            }
+          },
+          "timeout": 120000
+        }
+      },
+      "id": "sched-rag-003",
+      "name": "Call Reindex API",
+      "type": "n8n-nodes-base.httpRequest",
+      "typeVersion": 4.2,
+      "position": [720, 220]
+    },
+    {
+      "parameters": {
+        "operation": "executeQuery",
+        "query": "UPDATE rag_retry_queue SET status = 'done', processed_at = NOW() WHERE id = '{{ $('Load Retry Queue').item.json.id }}';",
+        "options": {}
+      },
+      "id": "sched-rag-004",
+      "name": "Mark Done",
+      "type": "n8n-nodes-base.postgres",
+      "typeVersion": 2.2,
+      "position": [960, 220]
+    }
+  ],
+  "connections": {
+    "Schedule Trigger": { "main": [[{ "node": "Load Retry Queue", "type": "main", "index": 0 }]] },
+    "Load Retry Queue": { "main": [[{ "node": "Call Reindex API", "type": "main", "index": 0 }]] },
+    "Call Reindex API": { "main": [[{ "node": "Mark Done", "type": "main", "index": 0 }]] }
+  },
+  "pinData": {},
+  "meta": { "templateCredsSetupCompleted": true, "instanceId": "robeing-scheduler" }
+}
diff --git a/workflow/README.md b/workflow/README.md
new file mode 100644
index 0000000..176d8ed
--- /dev/null
+++ b/workflow/README.md
@@ -0,0 +1,16 @@
+# Robeing n8n Workflows
+
+로빙의 반복 실행 절차를 n8n import용 JSON으로 분류해 둔 폴더입니다.
+
+## 폴더
+
+- `01_conversation/`: Slack 대화 진입, 스레드 요약, 액션 추출
+- `02_skills/`: `skill-*` 서비스 호출 브리지
+- `03_rag/`: 업로드, 임베딩, 검색, 인덱싱
+- `04_scheduler/`: APScheduler 성격의 정기 실행 대체/보조 흐름
+
+## 사용 원칙
+
+- 이 JSON은 n8n import 템플릿입니다.
+- 실제 운영 전 credential, URL, channel, API key, DB 연결은 환경에 맞게 교체해야 합니다.
+- 로빙의 판단 루프 자체를 대체하지 않고, 반복 실행 절차를 분리하는 용도로 사용합니다.
diff --git a/workflow/n8n_slack_basic_dialogue_workflow.json b/workflow/n8n_slack_basic_dialogue_workflow.json
deleted file mode 100644
index ad84ef7..0000000
--- a/workflow/n8n_slack_basic_dialogue_workflow.json
+++ /dev/null
@@ -1,437 +0,0 @@
-{
-  "name": "robeing-slack-basic-dialogue",
-  "nodes": [
-    {
-      "parameters": {
-        "channelId": {
-          "__rl": true,
-          "mode": "list",
-          "value": ""
-        },
-        "options": {}
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0001",
-      "name": "Slack Trigger",
-      "type": "n8n-nodes-base.slackTrigger",
-      "typeVersion": 1,
-      "position": [
-        240,
-        260
-      ]
-    },
-    {
-      "parameters": {
-        "jsCode": "const event = $json.event || {};\nconst headers = $json.headers || {};\nconst text = event.text || '';\nconst question = text.replace(/<@[^>]+>/g, '').trim();\nconst isBotMessage = Boolean(event.bot_id) || event.subtype === 'bot_message';\nconst isEditedMessage = event.subtype === 'message_changed';\nconst isDeletedMessage = event.subtype === 'message_deleted';\nconst isRetry = headers['x-slack-retry-num'] !== undefined || headers['X-Slack-Retry-Num'] !== undefined;\nconst shouldProcess = Boolean(event.channel) && Boolean(event.user) && Boolean(question) && !isBotMessage && !isEditedMessage && !isDeletedMessage && !isRetry;\n\nreturn {\n  raw_event: event,\n  headers,\n  should_process: shouldProcess,\n  skip_reason: shouldProcess ? null : {\n    missing_channel: !event.channel,\n    missing_user: !event.user,\n    empty_question: !question,\n    bot_message: isBotMessage,\n    edited_message: isEditedMessage,\n    deleted_message: isDeletedMessage,\n    retry_event: isRetry\n  },\n  team_id: event.team || event.team_id || '',\n  channel: event.channel || '',\n  user_id: event.user || '',\n  event_ts: event.ts || '',\n  thread_ts: event.thread_ts || event.ts || '',\n  original_text: text,\n  question,\n  mention_removed_text: question,\n  robeing_id: 'rb8001',\n  source: 'slack',\n  response_mode: event.thread_ts ? 'reply_in_existing_thread' : 'reply_in_new_thread'\n};"
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0002",
-      "name": "Normalize Slack Event",
-      "type": "n8n-nodes-base.code",
-      "typeVersion": 2,
-      "position": [
-        500,
-        260
-      ]
-    },
-    {
-      "parameters": {
-        "conditions": {
-          "boolean": [
-            {
-              "value1": "={{ $json.should_process }}",
-              "value2": true
-            }
-          ]
-        }
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0003",
-      "name": "Should Process?",
-      "type": "n8n-nodes-base.if",
-      "typeVersion": 2,
-      "position": [
-        760,
-        260
-      ]
-    },
-    {
-      "parameters": {
-        "method": "GET",
-        "url": "=http://192.168.219.45:9000/api/slack/mapping/{{$json.user_id}}",
-        "options": {
-          "response": {
-            "response": {
-              "fullResponse": true
-            }
-          },
-          "timeout": 10000
-        }
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0004",
-      "name": "Get Slack User Mapping",
-      "type": "n8n-nodes-base.httpRequest",
-      "typeVersion": 4.2,
-      "position": [
-        1020,
-        180
-      ]
-    },
-    {
-      "parameters": {
-        "jsCode": "const mappingResponse = $json;\nconst eventData = $('Normalize Slack Event').item.json;\nconst body = mappingResponse.body || {};\nconst userUuid = body.user_id || body.id || body.uuid || '';\nconst username = body.username || `slack_${eventData.user_id}`;\nconst ok = mappingResponse.statusCode >= 200 && mappingResponse.statusCode < 300 && Boolean(userUuid);\n\nreturn {\n  ...eventData,\n  mapping_status_code: mappingResponse.statusCode,\n  mapping_ok: ok,\n  mapped_user_uuid: userUuid,\n  mapped_username: username,\n  mapped_user_payload: body\n};"
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0005",
-      "name": "Parse Mapping Response",
-      "type": "n8n-nodes-base.code",
-      "typeVersion": 2,
-      "position": [
-        1260,
-        180
-      ]
-    },
-    {
-      "parameters": {
-        "conditions": {
-          "boolean": [
-            {
-              "value1": "={{ $json.mapping_ok }}",
-              "value2": true
-            }
-          ]
-        }
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0006",
-      "name": "Mapping Found?",
-      "type": "n8n-nodes-base.if",
-      "typeVersion": 2,
-      "position": [
-        1500,
-        180
-      ]
-    },
-    {
-      "parameters": {
-        "jsCode": "return {\n  channel: $json.channel,\n  thread_ts: $json.thread_ts,\n  text: 'Slack 사용자 매핑을 찾지 못했습니다. 관리자에게 문의해주세요.',\n  response_kind: 'mapping_error',\n  metadata: {\n    user_id: $json.user_id,\n    team_id: $json.team_id,\n    mapping_status_code: $json.mapping_status_code\n  }\n};"
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0007",
-      "name": "Build Mapping Error Reply",
-      "type": "n8n-nodes-base.code",
-      "typeVersion": 2,
-      "position": [
-        1740,
-        340
-      ]
-    },
-    {
-      "parameters": {
-        "jsCode": "return {\n  channel: $json.channel,\n  user_uuid: $json.mapped_user_uuid,\n  thread_ts: $json.thread_ts,\n  message: $json.question,\n  robeing_id: $json.robeing_id,\n  request_body: {\n    message: $json.question,\n    source: 'slack',\n    context: {\n      slack: {\n        team_id: $json.team_id,\n        channel: $json.channel,\n        user_id: $json.user_id,\n        event_ts: $json.event_ts,\n        thread_ts: $json.thread_ts,\n        response_mode: $json.response_mode\n      },\n      robeing: {\n        robeing_id: $json.robeing_id,\n        mapped_username: $json.mapped_username\n      }\n    }\n  }\n};"
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0008",
-      "name": "Build Robeing Request",
-      "type": "n8n-nodes-base.code",
-      "typeVersion": 2,
-      "position": [
-        1740,
-        100
-      ]
-    },
-    {
-      "parameters": {
-        "method": "POST",
-        "url": "=http://192.168.219.45:8100/api/chat",
-        "sendHeaders": true,
-        "headerParameters": {
-          "parameters": [
-            {
-              "name": "Content-Type",
-              "value": "application/json"
-            },
-            {
-              "name": "X-User-Id",
-              "value": "={{ $json.user_uuid }}"
-            }
-          ]
-        },
-        "sendBody": true,
-        "specifyBody": "json",
-        "jsonBody": "={{ $json.request_body }}",
-        "options": {
-          "response": {
-            "response": {
-              "fullResponse": true
-            }
-          },
-          "timeout": 60000
-        }
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0009",
-      "name": "Call Robeing Gateway",
-      "type": "n8n-nodes-base.httpRequest",
-      "typeVersion": 4.2,
-      "position": [
-        1990,
-        100
-      ]
-    },
-    {
-      "parameters": {
-        "jsCode": "const gatewayResponse = $json;\nconst request = $('Build Robeing Request').item.json;\nconst body = gatewayResponse.body || {};\nconst replyText = body.reply || body.response || body.message || body.text || body.answer || body.content || '';\nconst ok = gatewayResponse.statusCode >= 200 && gatewayResponse.statusCode < 300 && Boolean(replyText);\n\nreturn {\n  channel: request.channel,\n  thread_ts: request.thread_ts,\n  success: ok,\n  status_code: gatewayResponse.statusCode,\n  text: ok ? replyText : '지금은 응답을 생성하지 못했습니다. 잠시 후 다시 시도해주세요.',\n  raw_gateway_body: body,\n  metadata: {\n    user_uuid: request.user_uuid,\n    robeing_id: request.robeing_id,\n    source: 'slack',\n    status_code: gatewayResponse.statusCode\n  }\n};"
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0010",
-      "name": "Parse Robeing Reply",
-      "type": "n8n-nodes-base.code",
-      "typeVersion": 2,
-      "position": [
-        2240,
-        100
-      ]
-    },
-    {
-      "parameters": {
-        "conditions": {
-          "boolean": [
-            {
-              "value1": "={{ $json.success }}",
-              "value2": true
-            }
-          ]
-        }
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0011",
-      "name": "Reply Ready?",
-      "type": "n8n-nodes-base.if",
-      "typeVersion": 2,
-      "position": [
-        2480,
-        100
-      ]
-    },
-    {
-      "parameters": {
-        "jsCode": "return {\n  channel: $json.channel,\n  thread_ts: $json.thread_ts,\n  text: $json.text,\n  response_kind: 'agent_reply',\n  metadata: $json.metadata\n};"
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0012",
-      "name": "Build Slack Reply",
-      "type": "n8n-nodes-base.code",
-      "typeVersion": 2,
-      "position": [
-        2720,
-        20
-      ]
-    },
-    {
-      "parameters": {
-        "jsCode": "return {\n  channel: $json.channel,\n  thread_ts: $json.thread_ts,\n  text: '로빙 응답 생성 중 오류가 발생했습니다. 잠시 후 다시 시도해주세요.',\n  response_kind: 'agent_error',\n  metadata: $json.metadata\n};"
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0013",
-      "name": "Build Agent Error Reply",
-      "type": "n8n-nodes-base.code",
-      "typeVersion": 2,
-      "position": [
-        2720,
-        180
-      ]
-    },
-    {
-      "parameters": {
-        "resource": "message",
-        "operation": "post",
-        "channel": "={{ $json.channel }}",
-        "text": "={{ $json.text }}",
-        "otherOptions": {
-          "threadTs": "={{ $json.thread_ts }}"
-        }
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0014",
-      "name": "Reply to Slack",
-      "type": "n8n-nodes-base.slack",
-      "typeVersion": 2,
-      "position": [
-        2980,
-        100
-      ]
-    },
-    {
-      "parameters": {
-        "jsCode": "return {\n  skipped: true,\n  reason: $json.skip_reason || 'ignored_event',\n  original_event_ts: $json.event_ts,\n  channel: $json.channel || null\n};"
-      },
-      "id": "a1c3d2f0-b5e0-4f40-85fd-79f147ec0015",
-      "name": "Skip Event",
-      "type": "n8n-nodes-base.code",
-      "typeVersion": 2,
-      "position": [
-        1030,
-        380
-      ]
-    }
-  ],
-  "connections": {
-    "Slack Trigger": {
-      "main": [
-        [
-          {
-            "node": "Normalize Slack Event",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Normalize Slack Event": {
-      "main": [
-        [
-          {
-            "node": "Should Process?",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Should Process?": {
-      "main": [
-        [
-          {
-            "node": "Get Slack User Mapping",
-            "type": "main",
-            "index": 0
-          }
-        ],
-        [
-          {
-            "node": "Skip Event",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Get Slack User Mapping": {
-      "main": [
-        [
-          {
-            "node": "Parse Mapping Response",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Parse Mapping Response": {
-      "main": [
-        [
-          {
-            "node": "Mapping Found?",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Mapping Found?": {
-      "main": [
-        [
-          {
-            "node": "Build Robeing Request",
-            "type": "main",
-            "index": 0
-          }
-        ],
-        [
-          {
-            "node": "Build Mapping Error Reply",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Build Mapping Error Reply": {
-      "main": [
-        [
-          {
-            "node": "Reply to Slack",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Build Robeing Request": {
-      "main": [
-        [
-          {
-            "node": "Call Robeing Gateway",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Call Robeing Gateway": {
-      "main": [
-        [
-          {
-            "node": "Parse Robeing Reply",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Parse Robeing Reply": {
-      "main": [
-        [
-          {
-            "node": "Reply Ready?",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Reply Ready?": {
-      "main": [
-        [
-          {
-            "node": "Build Slack Reply",
-            "type": "main",
-            "index": 0
-          }
-        ],
-        [
-          {
-            "node": "Build Agent Error Reply",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Build Slack Reply": {
-      "main": [
-        [
-          {
-            "node": "Reply to Slack",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    },
-    "Build Agent Error Reply": {
-      "main": [
-        [
-          {
-            "node": "Reply to Slack",
-            "type": "main",
-            "index": 0
-          }
-        ]
-      ]
-    }
-  },
-  "pinData": {},
-  "meta": {
-    "templateCredsSetupCompleted": true,
-    "instanceId": "robeing-docs-workflow"
-  }
-}