Automatische Prüfung und Risikobewertung von GitLab-Merge-Anfragen

• •Google-Konto + Gmail API-Anmeldedaten
• •Möglicherweise sind Ziel-API-Anmeldedaten erforderlich
• •GitLab Personal Access Token
• •Anthropic API Key

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    "templateCredsSetupCompleted": true
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  "name": "GitLab MR Auto-Review & Risk Assessment",
  "tags": [
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      "name": "Quality Assurance (QA)",
      "createdAt": "2025-02-04T06:46:12.267Z",
      "updatedAt": "2025-02-04T06:46:12.267Z"
    },
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      "createdAt": "2025-02-04T06:46:44.236Z",
      "updatedAt": "2025-02-04T06:46:44.236Z"
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      "name": "Engineering",
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      "updatedAt": "2025-02-04T06:47:02.932Z"
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      "name": "Project Management",
      "createdAt": "2024-10-30T18:27:57.309Z",
      "updatedAt": "2024-10-30T18:27:57.309Z"
    },
    {
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      "name": "DevOps",
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      "updatedAt": "2025-01-03T12:19:34.273Z"
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  "nodes": [
    {
      "id": "a82f2b02-538b-4531-921c-d25f1edb97ef",
      "name": "Extract Diff",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
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      ],
      "parameters": {
        "url": "=     https://gitlab.com/api/v4/projects/{{ encodeURIComponent($json.body.project.path_with_namespace) }}/merge_requests/{{ $json.body.object_attributes.iid }}/changes",
        "options": {},
        "jsonHeaders": "{\n  \"Authorization\": \"Bearer glpat-xxxxxxxxxxxxxxxxxxxxxxxxxxxx\"\n}",
        "sendHeaders": true,
        "specifyHeaders": "json"
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      "parameters": {
        "jsCode": "const ProjectLeads = {\n  \"alpha_backend\": {\n    \"dev\": [\"dev1@example.com\", \"dev2@example.com\"],\n    \"qa\": [\"qa1@example.com\", \"qa2@example.com\"]\n  },\n  \"beta_webapp\": {\n    \"dev\": [\"dev3@example.com\", \"dev4@example.com\"],\n    \"qa\": [\"qa3@example.com\", \"qa4@example.com\"]\n  },\n  \"gamma_mobile\": {\n    \"dev\": [\"dev5@example.com\", \"dev6@example.com\"],\n    \"qa\": [\"qa5@example.com\", \"qa6@example.com\", \"qa7@example.com\"]\n  },\n  \"delta_api\": {\n    \"dev\": [\"dev7@example.com\", \"dev8@example.com\", \"dev9@example.com\"],\n    \"qa\": [\"qa8@example.com\", \"qa9@example.com\", \"qa10@example.com\"]\n  },\n  \"epsilon_service\": {\n    \"dev\": [\"dev10@example.com\"],\n    \"qa\": [\"qa11@example.com\", \"qa12@example.com\"]\n  },\n  \"zeta_scraper\": {\n    \"dev\": [\"dev11@example.com\"],\n    \"qa\": [\"qa13@example.com\", \"qa14@example.com\"]\n  },\n  \"theta_ui\": {\n    \"dev\": [\"dev12@example.com\", \"dev13@example.com\"],\n    \"qa\": [\"qa15@example.com\", \"qa16@example.com\"]\n  },\n  \"iota_backend\": {\n    \"dev\": [\"dev14@example.com\", \"dev15@example.com\"],\n    \"qa\": [\"qa17@example.com\", \"qa18@example.com\"]\n  },\n  \"kappa_admin\": {\n    \"dev\": [\"dev16@example.com\", \"dev17@example.com\"],\n    \"qa\": [\"qa19@example.com\", \"qa20@example.com\"]\n  }\n};\n\n// Define the GlobalList\nconst GlobalList = [\n  \"admin1@example.com\",\n  \"admin2@example.com\",\n  \"admin3@example.com\"\n];\n\n// Retrieve the project name from the input data and convert it to lowercase\nconst fullName = $('Merge').first().json.body.project.path_with_namespace.toLowerCase();\nconst projectName = fullName.split('/')[1];\n\nlet emails = [];\n\nif (projectName && ProjectLeads[projectName]) {\n  // Extract the emails for the given project\n  const projectEmails = [\n    ...ProjectLeads[projectName].dev,\n    ...ProjectLeads[projectName].qa\n  ];\n\n  // Combine project-specific emails with GlobalList\n  emails = [...projectEmails, ...GlobalList];\n} else {\n  // Default to GlobalList only if project name is not found or is undefined\n  emails = [...GlobalList];\n}\n\n// Handle sender email replacement\nconst senderemail = $('Merge').first().json.body.object_attributes.last_commit.author.email;\nconst oldEmail = \"86149715+user@users.noreply.github.com\";\nconst newEmail = \"user@example.com\";\nconst senderEmail = senderemail.replace(oldEmail, newEmail);\n\n// Add senderEmail to emails list\nemails.push(senderEmail);\n\n// Remove duplicate emails\nemails = [...new Set(emails)];\n\n// Join all emails into a single string\nconst emailsString = emails.join(\", \");\n\n// Return the result\nreturn {\n  json: {\n    emails: emailsString\n  }\n};\n"
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    },
    {
      "id": "922c9f5f-2db2-4034-8491-33208f04e580",
      "name": "If Some Change",
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        "conditions": {
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          "conditions": [
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              "id": "3c3e0e8b-7469-4394-ab99-a9ac5053197a",
              "operator": {
                "type": "array",
                "operation": "lengthGt",
                "rightType": "number"
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              "leftValue": "={{ $json.changes }}",
              "rightValue": 0
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        },
        "looseTypeValidation": true
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      "typeVersion": 2.2
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    {
      "id": "e41fc6b0-ccc7-46c9-9667-79b199aaefc8",
      "name": "Zusammenführen",
      "type": "n8n-nodes-base.merge",
      "position": [
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      "parameters": {},
      "executeOnce": true,
      "typeVersion": 3
    },
    {
      "id": "1bf7f593-a7d9-48f5-be20-d73e97b030bb",
      "name": "KI-Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
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      "parameters": {
        "text": "={\n  \"model\": \"claude-3-5-haiku-20241022\",\n  \"max_tokens\": 1000,\n  \"temperature\": 0.7,\n  \"tools\": [\n    {\n      \"name\": \"record_summary\",\n      \"description\": \"Record a structured summary of a git diff using well-defined JSON.\",\n      \"input_schema\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"RiskLevel\": {\n            \"type\": \"string\",\n            \"description\": \"Overall risk assessment of the changes: High/Medium/Low.\"\n          },\n          \"Summary\": {\n            \"type\": \"string\",\n            \"description\": \"One-line summary of the git diff analysis\"\n          },\n          \"Recommendations\": {\n            \"type\": \"array\",\n            \"items\": {\n              \"type\": \"object\",\n              \"properties\": {\n                \"Recommendation\": {\n                  \"type\": \"string\",\n                  \"description\": \"Specific recommendation in HTML format.\"\n                },\n                \"CodeSnippet\": {\n                  \"type\": \"string\",\n                  \"description\": \"Relevant code full snippet formatted in HTML.\"\n                }\n              },\n              \"required\": [\"Recommendation\", \"CodeSnippet\"]\n            }\n          },\n          \"Issues\": {\n            \"type\": \"array\",\n            \"items\": {\n              \"type\": \"object\",\n              \"properties\": {\n                \"File\": {\n                  \"type\": \"string\",\n                  \"description\": \"HTML-formatted name of the file where the issue exists.\"\n                },\n                \"PotentialIssue\": {\n                  \"type\": \"string\",\n                  \"description\": \"HTML-formatted description of the issue.\"\n                },\n                \"Severity\": {\n                  \"type\": \"string\",\n                  \"description\": \"Severity of the issue: High/Medium/Low in HTML.\"\n                }\n              },\n              \"required\": [\"File\", \"PotentialIssue\", \"Severity\"]\n            }\n          },\n          \"URL\": {\n            \"type\": \"string\",\n            \"description\": \"Link to the repository in HTML.\"\n          },\n          \"DiffTable\": {\n            \"type\": \"object\",\n            \"properties\": {\n              \"FileName\": {\n                \"type\": \"string\",\n                \"description\": \"HTML-formatted name of the file.\"\n              },\n              \"Changes\": {\n                \"type\": \"array\",\n                \"items\": {\n                  \"type\": \"object\",\n                  \"properties\": {\n                    \"Line\": {\n                      \"type\": \"string\",\n                      \"description\": \"HTML-formatted line number.\"\n                    },\n                    \"Before\": {\n                      \"type\": \"string\",\n                      \"description\": \"Code before the change formatted in HTML.\"\n                    },\n                    \"After\": {\n                      \"type\": \"string\",\n                      \"description\": \"Code after the change formatted in HTML.\"\n                    }\n                  },\n                  \"required\": [\"Line\", \"Before\", \"After\"]\n                }\n              }\n            }\n          },\n          \"TestCases\": {\n            \"type\": \"array\",\n            \"description\": \"List of test cases the QA team must check.\",\n            \"items\": {\n              \"type\": \"object\",\n              \"properties\": {\n                \"TestFor\": {\n                  \"type\": \"string\",\n                  \"description\": \"Description of the functionality or area to test.\"\n                },\n                \"Steps\": {\n                  \"type\": \"string\",\n                  \"description\": \"HTML-formatted steps to test the functionality.\"\n                },\n                \"ExpectedOutcome\": {\n                  \"type\": \"string\",\n                  \"description\": \"HTML-formatted description of the expected result of the test.\"\n                }\n              },\n              \"required\": [\"TestFor\", \"Steps\", \"ExpectedOutcome\"]\n            }\n          }\n        },\n        \"required\": [\"RiskLevel\", \"Summary\", \"Recommendations\", \"Issues\", \"URL\", \"DiffTable\", \"TestCases\"]\n      }\n    }\n  ],\n  \"tool_choice\": {\n    \"type\": \"tool\",\n    \"name\": \"record_summary\"\n  },\n  \"messages\": [\n    {\n      \"role\": \"user\",\n      \"content\": [\n        {\n          \"type\": \"text\",\n          \"text\": \"Analyze the following git diff, highlight potential issues, provide recommendations with code snippets (using HTML formatting for all values), and include the URL. Ensure proper risk evaluation. Mark issues that may break the build or reveal a security risk as High':\"\n        },\n        {\n          \"type\": \"text\",\n          \"text\": \"{{ $json.changes.map(change => JSON.stringify(change.diff).slice(1, -1).replace(/[\\r]/g, '')).join(' ') }}\"\n        },\n        {\n          \"type\": \"text\",\n          \"text\": \"URL: {{ $json.web_url }}\"\n        },\n        {\n          \"type\": \"text\",\n          \"text\": \"Provide a table of test cases for the QA team under the 'TestCases' field.\"\n        }\n      ]\n    }\n  ]\n}",
        "options": {},
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 1.7
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      "id": "f888ea7c-04d4-4192-aa72-10c341da80c8",
      "name": "Auto-fixing Output Parser",
      "type": "@n8n/n8n-nodes-langchain.outputParserAutofixing",
      "position": [
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      "parameters": {
        "options": {}
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      "typeVersion": 1
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      "id": "e52227f3-e606-4ec9-b338-c36fe7ca4b6d",
      "name": "Structured Output Parser",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
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        "schemaType": "manual",
        "inputSchema": "{\n  \"type\": \"object\",\n  \"properties\": {\n    \"RiskLevel\": {\n      \"type\": \"string\",\n      \"description\": \"Overall risk assessment of the changes: High/Medium/Low.\"\n    },\n    \"Summary\": {\n      \"type\": \"string\",\n      \"description\": \"One-line summary of the git diff analysis in HTML.\"\n    },\n    \"Recommendations\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"Recommendation\": {\n            \"type\": \"string\",\n            \"description\": \"Specific recommendation in HTML format.\"\n          },\n          \"CodeSnippet\": {\n            \"type\": \"string\",\n            \"description\": \"Relevant code snippet formatted in HTML.\"\n          }\n        },\n        \"required\": [\"Recommendation\", \"CodeSnippet\"]\n      }\n    },\n    \"Issues\": {\n      \"type\": \"array\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"File\": {\n            \"type\": \"string\",\n            \"description\": \"HTML-formatted name of the file where the issue exists.\"\n          },\n          \"PotentialIssue\": {\n            \"type\": \"string\",\n            \"description\": \"HTML-formatted description of the issue.\"\n          },\n          \"Severity\": {\n            \"type\": \"string\",\n            \"description\": \"Severity of the issue: High/Medium/Low in HTML.\"\n          }\n        },\n        \"required\": [\"File\", \"PotentialIssue\", \"Severity\"]\n      }\n    },\n    \"URL\": {\n      \"type\": \"string\",\n      \"description\": \"Link to the repository in HTML.\"\n    },\n    \"DiffTable\": {\n      \"type\": \"object\",\n      \"properties\": {\n        \"FileName\": {\n          \"type\": \"string\",\n          \"description\": \"HTML-formatted name of the file.\"\n        },\n        \"Changes\": {\n          \"type\": \"array\",\n          \"items\": {\n            \"type\": \"object\",\n            \"properties\": {\n              \"Line\": {\n                \"type\": \"string\",\n                \"description\": \"HTML-formatted line number.\"\n              },\n              \"Before\": {\n                \"type\": \"string\",\n                \"description\": \"Code before the change formatted in HTML.\"\n              },\n              \"After\": {\n                \"type\": \"string\",\n                \"description\": \"Code after the change formatted in HTML.\"\n              }\n            },\n            \"required\": [\"Line\", \"Before\", \"After\"]\n          }\n        }\n      }\n    },\n    \"TestCases\": {\n      \"type\": \"array\",\n      \"description\": \"List of test cases the QA team must check.\",\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"TestFor\": {\n            \"type\": \"string\",\n            \"description\": \"Description of the functionality or area to test.\"\n          },\n          \"Steps\": {\n            \"type\": \"string\",\n            \"description\": \"HTML-formatted steps to test the functionality.\"\n          },\n          \"ExpectedOutcome\": {\n            \"type\": \"string\",\n            \"description\": \"HTML-formatted description of the expected result of the test.\"\n          }\n        },\n        \"required\": [\"TestFor\", \"Steps\", \"ExpectedOutcome\"]\n      }\n    }\n  },\n  \"required\": [\"RiskLevel\", \"Summary\", \"Recommendations\", \"Issues\", \"URL\", \"DiffTable\", \"TestCases\"]\n}"
      },
      "typeVersion": 1.2
    },
    {
      "id": "360985e5-1195-4411-ab5e-daf182f3be9b",
      "name": "Anthropic-Chat-Modell",
      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
      "position": [
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        940
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      "parameters": {
        "model": "claude-3-5-haiku-20241022",
        "options": {}
      },
      "credentials": {
        "anthropicApi": {
          "id": "9ZxBT7yu9DmfOCQi",
          "name": "Anthropic account Vishal"
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      "typeVersion": 1.2
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      "name": "Anthropic-Chat-Modell1",
      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
      "position": [
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        940
      ],
      "parameters": {
        "model": "claude-3-5-haiku-20241022",
        "options": {}
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      "credentials": {
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          "id": "9ZxBT7yu9DmfOCQi",
          "name": "Anthropic account Vishal"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "320b0fa4-f864-4a3c-8d25-f2cac2512fbf",
      "name": "Comment Back on MR",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        2040,
        480
      ],
      "parameters": {
        "url": "=     https://gitlab.com/api/v4/projects/{{ encodeURIComponent( $('Merge').item.json.body.project.path_with_namespace) }}/merge_requests/{{ $('Merge').item.json.body.object_attributes.iid }}/notes",
        "method": "POST",
        "options": {},
        "sendBody": true,
        "jsonHeaders": "{\n  \"Authorization\": \"Bearer glpatdemo -1234567890abcdef1234567890demo\"\n}\n",
        "sendHeaders": true,
        "bodyParameters": {
          "parameters": [
            {
              "name": "body",
              "value": "=# CodeSnape by Quantana\n\n**Summary** | {{ $('AI Agent').item.json.output.Summary }}\n--- | ---\n**Risk Level** | <span style=\"font-weight: bold; font-size: 1.5em; color: {{ $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') === 'Low' ? '#6B7280' : $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') === 'Medium' ? '#F59E0B' : '#EF4444' }};\">{{ $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') }}</span>\n\n## Recommendations\n\n| Recommendation | Code Snippet |\n| --- | --- |\n{{ $('AI Agent').item.json.output.Recommendations.map(rec => `| ${rec.Recommendation} | \\`${rec.CodeSnippet}\\` |`).join('\\n') }}\n\n## Test Cases\n\n| Test For | Steps | Expected Outcome |\n| --- | --- | --- |\n{{ $('AI Agent').item.json.output.TestCases.map(test => `| ${test.TestFor} | ${test.Steps} | ${test.ExpectedOutcome} |`).join('\\n') }}\n\n## Issues\n\n| File | Potential Issue | Severity |\n| --- | --- | --- |\n{{ $('AI Agent').item.json.output.Issues.map(issue => `| ${issue.File} | ${issue.PotentialIssue} | ${issue.Severity} |`).join('\\n') }}\n\n## Diff Table\n\n| Line | Before | After |\n| --- | --- | --- |\n{{ $('AI Agent').item.json.output.DiffTable.Changes.map(change => `| ${change.Line} | \\`${change.Before}\\` | \\`${change.After}\\` |`).join('\\n') }}"
            }
          ]
        },
        "specifyHeaders": "json"
      },
      "typeVersion": 4.2
    },
    {
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      "name": "Haftnotiz1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -60,
        140
      ],
      "parameters": {
        "width": 220,
        "height": 360,
        "content": "- Triggers workflow when a merge request (MR) is created or updated.  \n\n- Add GitLab credentials. Select merge_requests event."
      },
      "typeVersion": 1
    },
    {
      "id": "2ddc9aa2-3673-4b64-8ffb-ba7428b67dbe",
      "name": "GitLab Trigger",
      "type": "n8n-nodes-base.gitlabTrigger",
      "position": [
        0,
        300
      ],
      "webhookId": "fb878391-270b-47d8-addf-2917c71a3e09",
      "parameters": {
        "owner": "vishalkumar1",
        "events": [
          "merge_requests"
        ],
        "repository": "istorefront_server"
      },
      "credentials": {
        "gitlabApi": {
          "id": "tRWT5f3LnLNRPulP",
          "name": "Gitlab overall"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "f751cca3-781e-4eaa-bd90-da329ed53a7f",
      "name": "Haftnotiz2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        800,
        160
      ],
      "parameters": {
        "height": 320,
        "content": "- Fetches code changes (diffs) from GitLab using API.  \n\n- Replace Authorization token with your GitLab API key."
      },
      "typeVersion": 1
    },
    {
      "id": "ade683bb-8608-44bb-8047-f6c1b7de8f00",
      "name": "Haftnotiz3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1060,
        160
      ],
      "parameters": {
        "width": 220,
        "height": 320,
        "content": "- Ensures that MR contains changes before proceeding.\n\n- No setup required."
      },
      "typeVersion": 1
    },
    {
      "id": "281db918-d9a9-43bc-ae51-c3631e2ac494",
      "name": "Haftnotiz4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1320,
        160
      ],
      "parameters": {
        "width": 380,
        "height": 320,
        "content": "- Calls Claude AI to analyze the diff and generate: Risk Level, Issues, Recommendations, Test Cases.\n\n- Add Anthropic API Key (Claude AI)."
      },
      "typeVersion": 1
    },
    {
      "id": "a7a1e7f4-1504-49be-8199-f929fc83f65e",
      "name": "Haftnotiz5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1480,
        500
      ],
      "parameters": {
        "width": 360,
        "height": 220,
        "content": "- Cleans and refines AI output for structured reporting.\n- No setup required."
      },
      "typeVersion": 1
    },
    {
      "id": "fdbc74ea-a9cd-4811-b5b4-4eeadff28dff",
      "name": "Haftnotiz6",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1700,
        900
      ],
      "parameters": {
        "width": 220,
        "height": 320,
        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n- Cleans and refines AI output for structured reporting.\n- No setup required."
      },
      "typeVersion": 1
    },
    {
      "id": "e402a3ff-daac-4bae-bbb6-f9696c9adab5",
      "name": "Haftnotiz7",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1980,
        0
      ],
      "parameters": {
        "width": 220,
        "height": 320,
        "content": "- Creates a list of developers & QA testers for email notifications.\n\n- Update email mappings for your team."
      },
      "typeVersion": 1
    },
    {
      "id": "21818092-87db-42c6-af12-cbe1632c79ab",
      "name": "Haftnotiz8",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2220,
        0
      ],
      "parameters": {
        "width": 220,
        "height": 320,
        "content": "- Sends an HTML-formatted MR Report to developers & QA teams.\n\n- Add Gmail credentials."
      },
      "typeVersion": 1
    },
    {
      "id": "13e5b3fa-c3a0-4399-baf7-84b99865907c",
      "name": "Haftnotiz9",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1980,
        340
      ],
      "parameters": {
        "width": 220,
        "height": 300,
        "content": "- Posts AI-generated review report as a GitLab MR comment.\n- Replace Authorization token with your GitLab API key."
      },
      "typeVersion": 1
    },
    {
      "id": "REPLACE_WITH_GMAIL_OAUTH_ID",
      "name": "Send to DL (Email Notification)",
      "type": "n8n-nodes-base.gmail",
      "position": [
        2280,
        140
      ],
      "webhookId": "REPLACE_WITH_WEBHOOK_ID",
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        "sendTo": "={{ $json.emails }}",
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'#6B7280' : \n         $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') === 'Medium' ? '#F59E0B' : \n         '#EF4444' }};\n    \">\n    {{ $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') }}\n  </td>\n          </tr>\n          <tr>\n            <td><strong>Project Name</strong></td>\n            <td>{{ $('Merge').first().json.body.project.name }}</td>\n            <td><strong>User Name</strong></td>\n            <td>{{ $('Merge').first().json.body.user.name }}</td>\n          </tr>\n          <tr>\n            <td><strong>Created Date</strong></td>\n            <td colspan=\"3\">\n              {{ $('Merge').first().json.body.object_attributes.created_at }} (UTC)\n              <br />\n{{ new Date($('Merge').first().json.body.object_attributes.created_at).toLocaleString('en-IN', { \n  timeZone: 'Asia/Kolkata', \n  day: '2-digit', \n  month: 'short', \n  year: 'numeric', \n  hour: '2-digit', \n  minute: '2-digit', \n  second: '2-digit', \n  hour12: true \n}).replace(',', '') }} (IST)\n              </span>\n            </td>\n          </tr>\n        </table>\n      </td>\n    </tr>\n    <tr>\n      <td class=\"section\">\n        <h2>Recommendations</h2>\n        <table class=\"table-container\">\n          <thead>\n            <tr>\n              <th>Recommendation</th>\n              <th>Code Snippet</th>\n            </tr>\n          </thead>\n          <tbody>\n            {{ $('AI Agent').item.json.output.Recommendations.map(rec => `\n              <tr>\n                <td>${rec.Recommendation}</td>\n                <td><code>${rec.CodeSnippet}</code></td>\n              </tr>\n            `).join('') }}\n          </tbody>\n        </table>\n      </td>\n    </tr>\n    <tr>\n      <td class=\"section\">\n        <h2>Test Cases</h2>\n        <table class=\"table-container\">\n          <thead>\n            <tr>\n              <th>Test For</th>\n              <th>Steps</th>\n              <th>Expected Outcome</th>\n            </tr>\n          </thead>\n          <tbody>\n            {{ $('AI Agent').item.json.output.TestCases.map(test => `\n              <tr>\n                <td>${test.TestFor}</td>\n                <td>${test.Steps}</td>\n                <td>${test.ExpectedOutcome}</td>\n              </tr>\n            `).join('') }}\n          </tbody>\n        </table>\n      </td>\n    </tr>\n    <tr>\n      <td class=\"section\">\n        <h2>Issues</h2>\n        <table class=\"table-container\">\n          <thead>\n            <tr>\n              <th>File</th>\n              <th>Potential Issue</th>\n              <th>Severity</th>\n            </tr>\n          </thead>\n          <tbody>\n            {{ $('AI Agent').item.json.output.Issues.map(issue => `\n              <tr>\n                <td>${issue.File}</td>\n                <td>${issue.PotentialIssue}</td>\n                <td>${issue.Severity}</td>\n              </tr>\n            `).join('') }}\n          </tbody>\n        </table>\n      </td>\n    </tr>\n    <tr>\n      <td class=\"section\">\n        <h2>Diff Table</h2>\n        <table class=\"table-container\">\n          <thead>\n            <tr>\n              <th>Line</th>\n              <th>Before</th>\n              <th>After</th>\n            </tr>\n          </thead>\n          <tbody>\n            {{ $('AI Agent').item.json.output.DiffTable.Changes.map(change => `\n              <tr>\n                <td>${change.Line}</td>\n                <td><code>${change.Before}</code></td>\n                <td><code>${change.After}</code></td>\n              </tr>\n            `).join('') }}\n          </tbody>\n        </table>\n      </td>\n    </tr>\n    <tr>\n      <td class=\"section\">\n        <h2>URL</h2>\n        <p><a href=\"{{ $('Extract Diff').item.json.web_url }}\" target=\"_blank\">{{ $('Extract Diff').item.json.web_url }}</a></p>\n      </td>\n    </tr>\n<tr><td>Email Generated by CodeSnape from <a href=“https://quantana.com.au/ai”>Quantana</a> </td></tr>\n  </table>\n</body>\n</html>",
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        },
        "subject": "=[{{ $('AI Agent').item.json.output.RiskLevel.replace(/<\\/?b>/g, '') }}] - CodeSnape for [{{ $('Merge').first().json.body.project.name }}] by [{{ $('Merge').first().json.body.user.name }}] at\n{{ $('Merge').first().json.body.object_attributes.created_at }}\n"
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