Audit Discord piloté par l'IA avec apprentissage basé sur Google Sheets et aperçus pour les administrateurs

• •Token Bot Discord ou Webhook
• •Informations d'identification Google Sheets API
• •Clé API OpenAI

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  "meta": {
    "instanceId": "eb9ee42bfef3c519124f0be151bf6abfa6da4541fe2a6acf93b21413ad73a656"
  },
  "name": "AI-Driven Discord Moderation with Google Sheets Learning & Admin Insights",
  "tags": [],
  "nodes": [
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      "parameters": {
        "text": "=LEARN FROM THESE EXAMPLES:\n\nMessages to ALWAYS DELETE:\n- {{ $json.badExamples }}\n\nMessages to NEVER DELETE:\n- {{ $json.goodExamples }}\n\nNow analyze these messages:\n{{ $json.messageList }}",
        "options": {
          "systemMessage": "=You are a content moderator for 'The Daily Hustle' - a forex trading academy Discord community. Your job is to identify and flag messages that violate community standards.\n\nIMPORTANT: Focus on INTENT and CONTEXT, not just language. Profanity in positive/supportive messages is ALLOWED.\n\nDELETE messages that contain:\n- Personal attacks, insults, or harassment toward members/community (e.g., \"you guys are shit\", \"this firm is bad\")\n- Degrading comments about the academy, mentors, or trading strategies\n- Spam, scams, or fraudulent trading schemes\n- Toxic negativity that damages community morale\n- Hate speech, discrimination, or offensive content\n- Messages that undermine the academy's credibility or reputation\n- Threats or aggressive behavior\n\nKEEP messages that:\n- Express positive emotions even with profanity (e.g., \"I fucking love you guys\", \"this is fucking amazing\")\n- Provide constructive criticism or feedback\n- Ask legitimate questions about trading or the academy\n- Share trading experiences (even losses) in a respectful way\n- Engage in healthy debate about trading strategies\n- Show enthusiasm, excitement, or support for the community\n\n{{ $json.trainingExamples }}\n\nMessages to analyze:\n{{ $json.messageList }}\n\nReturn ONLY a JSON array of message indices that should be deleted.\nFormat: [0, 2, 5]\n\nIf all messages are fine, return: []"
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        "content": "=It seems that a message was deleted for violating community standards.\n\nAuthor: {{ $('Loop Over Items').item.json.author.username }}\nMessage ID: {{ $('Loop Over Items').item.json.messageId }}\nContent: {{ $('Loop Over Items').item.json.content }}",
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      "onError": "continueRegularOutput",
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      "webhookId": "cef68a6c-f91f-4ece-bee8-bffe11cc4cde",
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          "__rl": true,
          "mode": "id",
          "value": "={{ $json.config.discordServerId }}"
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        "resource": "message",
        "channelId": {
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          "mode": "id",
          "value": "={{ $json.config.moderatedChannelId }}"
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        "messageId": "={{ $json.messageId }}",
        "operation": "deleteMessage",
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          "value": "gpt-5-mini-2025-08-07",
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        "jsCode": "// Get the AI's response from the current input\nconst aiOutput = $input.first().json.output;\n\n// Get the original messages from the prep node\nconst allMessages = $('prep messages for AI').first().json.originalMessages;\n\n// Get configuration from prep node\nconst config = $('prep messages for AI').first().json.config;\n\n// Debug logs\nconsole.log('AI Output:', aiOutput);\nconsole.log('All Messages:', allMessages);\n\n// Parse the AI response\nlet badIndices = [];\ntry {\n  if (Array.isArray(aiOutput)) {\n    badIndices = aiOutput;\n  } else if (typeof aiOutput === 'string') {\n    badIndices = JSON.parse(aiOutput);\n  }\n} catch (error) {\n  console.log('Parse error:', error);\n  return [];\n}\n\nconsole.log('Bad Indices (before dedup):', badIndices);\n\n// Remove duplicates from badIndices\nbadIndices = [...new Set(badIndices)];\n\nconsole.log('Bad Indices (after dedup):', badIndices);\n\n// Validate indices exist in the array\nbadIndices = badIndices.filter(index => \n  index >= 0 && index < allMessages.length && allMessages[index]\n);\n\nconsole.log('Bad Indices (validated):', badIndices);\n\n// Get only the unique bad messages\nconst messagesToDelete = badIndices.map(index => ({\n  json: {\n    messageId: allMessages[index].id,\n    content: allMessages[index].content,\n    author: allMessages[index].author,\n    config: config  // Pass config forward\n  }\n}));\n\n// Additional safety: Remove duplicate message IDs\nconst uniqueMessages = [];\nconst seenIds = new Set();\n\nfor (const msg of messagesToDelete) {\n  if (!seenIds.has(msg.json.messageId)) {\n    seenIds.add(msg.json.messageId);\n    uniqueMessages.push(msg);\n  }\n}\n\nconsole.log('Final unique messages to delete:', uniqueMessages.length);\n\nreturn uniqueMessages.length > 0 ? uniqueMessages : [];"
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        "height": 820,
        "content": "# AI-Driven Discord Moderation with Google Sheets Learning & Admin Insights\n\n## How it works:\n\nThis workflow monitors your Discord channel every 3 minutes and uses AI to detect rule-breaking messages. It learns from examples in a Google Sheet to understand what should be deleted (spam, harassment, toxic behavior) vs what's okay (even if it includes profanity in a positive context). Flagged messages are auto-deleted and logged to an admin channel.\n\n## Setup steps\n1. **Copy the training sheet**: [Make a copy of this Google Sheet](https://docs.google.com/spreadsheets/d/1xodthGg8RpQJB62mB6fziuwblG9nn3udZvQvyRquCXM/edit?usp=sharing)\n2. **Add your examples**: Fill in message_content, should_delete (YES/NO), and reason columns\n3. **Set Discord IDs**: Edit the \"Edit Fields\" node with your server ID, monitored channel ID, and admin channel ID\n4. **Connect credentials**: Link Discord OAuth2, Google Sheets, and OpenAI API\n5. **Customize the AI prompt**: Adjust the system message in \"AI Agent\" to match your community rules\n6. **Test**: Run manually first, check admin channel for logs\n\nThe AI understands context and intent, not just keywords."
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      "position": [
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        "content": "## Training Data\nLoads examples from Google Sheets (message_content, should_delete, reason) to teach the AI your moderation standards."
      },
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    },
    {
      "id": "e1753b53-7c88-4a60-870b-1b5d732b8f07",
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        "content": "## Message Analysis\nFetches recent messages, formats them with training data, and sends to GPT-5 for context-aware moderation."
      },
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        "content": "## Processing & Cleanup\nParses AI results, deduplicates, then loops through each flagged message to delete and notifies admin channel."
      },
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          "mode": "id",
          "value": "={{ $('Set Credentials Here').item.json['discord server ID'] }}"
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          "mode": "id",
          "value": "={{ $('Set Credentials Here').item.json['discord moderated channel ID'] }}"
        },
        "operation": "getAll",
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      "parameters": {
        "jsCode": "// ===== CONFIGURATION - EDIT THESE VALUES =====\nconst CONFIG = {\n  discordServerId: '1373767704351346689',        // Your Discord Server ID\n  moderatedChannelId: '1429758114948841592',     // Channel to monitor\n  adminChannelId: '1427336562240126976'          // Admin notification channel\n};\n// ============================================\n\n// Get training examples from Google Sheets (if available)\nlet badExamples = '';\nlet goodExamples = '';\n\ntry {\n  const examples = $('Get sheet knowledgebase').all().map(item => item.json);\n  \n  // Format bad examples (messages to DELETE)\n  const badList = examples\n    .filter(e => e.should_delete === 'YES')\n    .map(e => `\"${e.message_content}\" (Reason: ${e.reason})`)\n    .join('\\n- ');\n  \n  if (badList) {\n    badExamples = `\\n\\nMessages to ALWAYS DELETE:\\n- ${badList}`;\n  }\n  \n  // Format good examples (messages to KEEP)\n  const goodList = examples\n    .filter(e => e.should_delete === 'NO')\n    .map(e => `\"${e.message_content}\" (Reason: ${e.reason})`)\n    .join('\\n- ');\n  \n  if (goodList) {\n    goodExamples = `\\n\\nMessages to NEVER DELETE:\\n- ${goodList}`;\n  }\n} catch (error) {\n  console.log('No training examples found or Google Sheets not connected:', error);\n}\n\n// Get all messages from Discord\nconst messages = $input.all().map(item => item.json);\n\n// Create a formatted list with IDs for the AI\nconst messageList = messages.map((msg, index) => \n  `[${index}] ID: ${msg.id}\\nAuthor: ${msg.author.username}\\nContent: ${msg.content}`\n).join('\\n\\n---\\n\\n');\n\nreturn [{\n  json: {\n    messageList,\n    originalMessages: messages,\n    trainingExamples: badExamples + goodExamples,\n    // Pass config along with the data\n    config: CONFIG\n  }\n}];"
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          "Month": "October",
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          "Timezone": "America/New_York (UTC-04:00)",
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