extract_conversation_elements

Extract files, code blocks, folders, languages, metadata, or structure from conversations to analyze patterns, build knowledge bases, or prepare data for further analysis and documentation.

Instructions

Extract specific elements from conversations such as file references, code blocks, programming languages, folder paths, metadata, or conversation structure. Use this to build knowledge bases, analyze code patterns, extract reusable snippets, understand project file usage, or prepare data for further analysis and documentation.

Input Schema

Name	Required	Description	Default
`conversationIds`	No	Specific conversation IDs to extract elements from (if not provided, extracts from all conversations)
`elements`	No	Types of elements to extract from conversations
`filters`	No	Filters to apply when extracting elements
`groupBy`	No	How to group the extracted elements in the output	conversation
`includeContext`	No	Include surrounding context for extracted elements
`outputMode`	No	Output format: "json" for formatted JSON (default), "compact-json" for minified JSON	json

Input Schema (JSON Schema)

{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false,
  "properties": {
    "conversationIds": {
      "description": "Specific conversation IDs to extract elements from (if not provided, extracts from all conversations)",
      "items": {
        "type": "string"
      },
      "type": "array"
    },
    "elements": {
      "default": [
        "files",
        "codeblocks"
      ],
      "description": "Types of elements to extract from conversations",
      "items": {
        "enum": [
          "files",
          "folders",
          "languages",
          "codeblocks",
          "metadata",
          "structure"
        ],
        "type": "string"
      },
      "type": "array"
    },
    "filters": {
      "additionalProperties": false,
      "description": "Filters to apply when extracting elements",
      "properties": {
        "fileExtensions": {
          "description": "Only include files with these extensions",
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        "languages": {
          "description": "Only include code blocks in these programming languages",
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        "minCodeLength": {
          "description": "Minimum length for code blocks to include",
          "type": "number"
        }
      },
      "type": "object"
    },
    "groupBy": {
      "default": "conversation",
      "description": "How to group the extracted elements in the output",
      "enum": [
        "conversation",
        "element",
        "none"
      ],
      "type": "string"
    },
    "includeContext": {
      "default": false,
      "description": "Include surrounding context for extracted elements",
      "type": "boolean"
    },
    "outputMode": {
      "default": "json",
      "description": "Output format: \"json\" for formatted JSON (default), \"compact-json\" for minified JSON",
      "enum": [
        "json",
        "compact-json"
      ],
      "type": "string"
    }
  },
  "type": "object"
}

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