{ "name": "Jono Catliff - AI resume screening", "flow": [ { "id": 1, "module": "google-sheets:watchRows", "version": 2, "parameters": { "__IMTCONN__": 2626810, "mode": "fromAll", "includesHeaders": true, "limit": 1, "valueRenderOption": "FORMATTED_VALUE", "dateTimeRenderOption": "FORMATTED_STRING", "spreadsheetId": "1bfeStiTlOpczmYtFWvsvyj-aDbdLqO5Jroy1FS49SGQ", "sheetId": "Form Responses 1", "tableFirstRow": "A1:Z200000" }, "mapper": {}, "metadata": { "designer": { "x": 0, "y": 150 }, "restore": { "parameters": { "__IMTCONN__": { "label": "My Google connection (jonocatliff@gmail.com)", "data": { "scoped": "true", "connection": "google" } }, "mode": { "label": "Select from all" }, "includesHeaders": { "label": "Yes" }, "valueRenderOption": { "mode": "chose", "label": "Formatted value" }, "dateTimeRenderOption": { "mode": "chose", "label": "Formatted string" }, "sheetId": { "label": "Form Responses 1" } } }, "parameters": [ { "name": "__IMTCONN__", "type": "account:google", "label": "Connection", "required": true }, { "name": "mode", "type": "select", "label": "Search Method", "required": true, "validate": { "enum": [ "select", "fromAll", "map" ] } }, { "name": "includesHeaders", "type": "select", "label": "Table contains headers", "required": true, "validate": { "enum": [ true, false ] } }, { "name": "limit", "type": "uinteger", "label": "Limit", "required": true }, { "name": "valueRenderOption", "type": "select", "label": "Value render option", "validate": { "enum": [ "FORMATTED_VALUE", "UNFORMATTED_VALUE", "FORMULA" ] } }, { "name": "dateTimeRenderOption", "type": "select", "label": "Date and time render option", "validate": { "enum": [ "SERIAL_NUMBER", "FORMATTED_STRING" ] } }, { "name": "spreadsheetId", "type": "text", "label": "Spreadsheet ID", "required": true }, { "name": "sheetId", "type": "select", "label": "Sheet Name", "required": true }, { "name": "tableFirstRow", "type": "text", "label": "Row with headers", "required": true } ], "interface": [ { "name": "__ROW_NUMBER__", "label": "Row number", "type": "number" }, { "name": "__SPREADSHEET_ID__", "label": "Spreadsheet ID", "type": "text" }, { "name": "__SHEET__", "label": "Sheet", "type": "text" }, { "name": "0", "label": "Timestamp (A)", "type": "text" }, { "name": "1", "label": "First Name (B)", "type": "text" }, { "name": "2", "label": "Last Name (C)", "type": "text" }, { "name": "3", "label": "Email (D)", "type": "text" }, { "name": "4", "label": "Resume (E)", "type": "text" }, { "name": "5", "label": "Position (F)", "type": "text" }, { "name": "6", "label": "Score (G)", "type": "text" }, { "name": "7", "label": "Comments (H)", "type": "text" }, { "name": "8", "label": "Rejected (I)", "type": "text" }, { "name": "9", "label": "Interview (J)", "type": "text" }, { "name": "10", "label": "(K)", "type": "text" }, { "name": "11", "label": "(L)", "type": "text" }, { "name": "12", "label": "(M)", "type": "text" }, { "name": "13", "label": "(N)", "type": "text" }, { "name": "14", "label": "(O)", "type": "text" }, { "name": "15", "label": "(P)", "type": "text" }, { "name": "16", "label": "(Q)", "type": "text" }, { "name": "17", "label": "(R)", "type": "text" }, { "name": "18", "label": "(S)", "type": "text" }, { "name": "19", "label": "(T)", "type": "text" }, { "name": "20", "label": "(U)", "type": "text" }, { "name": "21", "label": "(V)", "type": "text" }, { "name": "22", "label": "(W)", "type": "text" }, { "name": "23", "label": "(X)", "type": "text" }, { "name": "24", "label": "(Y)", "type": "text" }, { "name": "25", "label": "(Z)", "type": "text" } ] } }, { "id": 2, "module": "http:ActionGetFile", "version": 3, "parameters": { "handleErrors": false }, "mapper": { "url": "{{1.`4`}}", "method": "get", "serializeUrl": false, "shareCookies": false }, "metadata": { "designer": { "x": 300, "y": 150 }, "restore": {}, "parameters": [ { "name": "handleErrors", "type": "boolean", "label": "Evaluate all states as errors (except for 2xx and 3xx )", "required": true } ], "expect": [ { "name": "url", "type": "url", "label": "URL", "required": true }, { "name": "serializeUrl", "type": "boolean", "label": "Serialize URL", "required": true }, { "name": "method", "type": "hidden", "label": "Method" }, { "name": "shareCookies", "type": "boolean", "label": "Share cookies with other HTTP modules", "required": true } ] } }, { "id": 3, "module": "pdf-co:PDFToAnything", "version": 1, "parameters": { "__IMTCONN__": 3423975 }, "mapper": { "async": 15000, "export": { "exportType": "inline" }, "import": { "data": "{{2.data}}", "name": "{{2.fileName}}", "importType": "upload" }, "inline": true, "convert": { "convertType": "toTextSimple" }, "expiration": "60" }, "metadata": { "designer": { "x": 600, "y": 150 }, "restore": { "expect": { "async": { "mode": "chose", "label": "Async" }, "export": { "nested": { "exportType": { "label": "JSON Output" } } }, "import": { "nested": { "importType": { "label": "Upload a File" } } }, "inline": { "mode": "chose" }, "convert": { "nested": { "convertType": { "label": "PDF to Text (simple, no layout, fast)" } } } }, "parameters": { "__IMTCONN__": { "data": { "scoped": "true", "connection": "pdf-co" }, "label": "My PDF.co connection" } } }, "parameters": [ { "name": "__IMTCONN__", "type": "account:pdf-co", "label": "Connection", "required": true } ], "expect": [ { "name": "import", "spec": [ { "name": "importType", "type": "select", "label": "Input File", "required": true, "validate": { "enum": [ "upload", "url" ] } }, { "name": "data", "type": "buffer", "label": "Data", "required": true }, { "name": "name", "type": "text", "label": "Output File Name" } ], "type": "collection", "label": "Import Options", "required": true }, { "name": "convert", "spec": [ { "name": "convertType", "type": "select", "label": "Convert Type", "required": true, "validate": { "enum": [ "toTextSimple", "toText", "toCsv", "toJson2", "toJson", "toXml", "toHtml", "toJpg", "toPng", "toTiff" ] } } ], "type": "collection", "label": "Convert Options", "required": true }, { "name": "pages", "type": "text", "label": "Pages" }, { "name": "password", "type": "text", "label": "Password" }, { "name": "inline", "type": "boolean", "label": "Inline" }, { "name": "async", "type": "select", "label": "Execution Mode", "validate": { "enum": [ false, 15000, "asyncCheckLater" ] } }, { "name": "profiles", "type": "text", "label": "Profiles" }, { "name": "expiration", "type": "number", "label": "Output Links Expiration" }, { "name": "export", "spec": [ { "name": "exportType", "type": "select", "label": "Export Type", "required": true, "validate": { "enum": [ "downloadFile", "inline" ] } } ], "type": "collection", "label": "Export Options", "required": true } ] } }, { "id": 4, "module": "openai-gpt-3:CreateCompletion", "version": 1, "parameters": { "__IMTCONN__": 1504129 }, "mapper": { "model": "gpt-4o-mini", "top_p": "1", "select": "chat", "messages": [ { "role": "user", "content": "You're a recruitment manager. Your task is to review the following resume for the {{1.`5`}} position. Please use the following criteria:\nRate from 0 to 100%. There is a maximum of 100 points that someone can get, assuming that they have a perfect resume and no points are deducted based on red flags.\n\n1. Experience in Role (40 points)\nIf the candidate has more than 3 years of experience in a {{1.`5`}} position, award 20 points.\n\n2. Degree in Relevant Field (10 points)\nIf the candidate has a degree in {{1.`5`}} or a related field, award 10 points.\n\n3. Spelling and Grammar (15 points deduction)\nIf the candidate has more than 5 spelling and grammar issues in their CV, deduct 15 points.\n\n4. Reputable University (5 points)\nIf the candidate has graduated from a reputable university, award 5 points.\n\n5. Sales Experience (40 points)\nIf the candidate has experience in cold calling, inbound calling, or prospecting award 20 points.\n\n6. Unemployment Gap (30 points deduction)\nIf the candidate hasn't had a job in 1 year or more, deduct 30 points. If the candidate has a gap of 3 years, also deduct 30 points.\n\n7. Job Longevity (30 points deduction)\nIf the average length the candidate has held jobs is less than 1.5 years, deduct 30 points.\n\n8. Keyword Frequency (5 points)\nIf the candidate mentions the word {{1.`5`}}, or similar keywords 5 or more times, award 5 points." }, { "role": "system", "content": "Please provide the output in JSON format. Here's the exact format. Placeholders will need to be changed:\n \"evaluation\": {\n \"experience_in_role\": {\n \"criteria\": \"More than 3 years in a Sales position\",\n \"criteria_points\": 20,\n \"criteria_type\": \"awarded\",\n \"points_awarded\": {{points_placeholder}}\n },\n \"degree_in_relevant_field\": {\n \"criteria\": \"Degree in Sales or a related field\",\n \"criteria_points\": 10,\n \"criteria_type\": \"awarded\",\n \"points_awarded\": {{points_placeholder}}\n },\n \"spelling_and_grammar\": {\n \"criteria\": \"More than 5 spelling and grammar issues\",\n \"criteria_points\": 10,\n \"criteria_type\": \"deduction\",\n \"points_deducted\": {{points_placeholder}}\n },\n \"reputable_university\": {\n \"criteria\": \"Graduated from a reputable university\",\n \"criteria_points\": 5,\n \"criteria_type\": \"awarded\",\n \"points_awarded\": {{points_placeholder}}\n },\n \"sales_experience\": {\n \"criteria\": \"Experience in cold calling, inbound calling, or prospecting\",\n \"criteria_points\": 20,\n \"criteria_type\": \"awarded\",\n \"points_awarded\": {{points_placeholder}}\n },\n \"unemployment_gap\": {\n \"criteria\": \"Unemployment for 1 year or more\",\n \"criteria_points\": 30,\n \"criteria_type\": \"deducted\",\n \"points_deducted\": {{points_placeholder}}\n },\n \"job_longevity\": {\n \"criteria\": \"Average job length less than 1.5 years\",\n \"criteria_points\": 30,\n \"criteria_type\": \"deducted\",\n \"points_deducted\": {{points_placeholder}}\n },\n \"keyword_frequency\": {\n \"criteria\": \"Mentions 'Sales' or similar keywords 5 or more times\",\n \"criteria_points\": 5,\n \"criteria_type\": \"awarded\",\n \"points_awarded\": {{points_placeholder}}\n }\n },\n \"total_points\": {{total_points}},\n \"comments\": \"{{comments_on_candidate}}\"" } ], "max_tokens": "3000", "temperature": "1", "n_completions": "1", "response_format": "json_object", "parseJSONResponse": true }, "metadata": { "designer": { "x": 900, "y": 150 }, "restore": { "expect": { "stop": { "mode": "chose" }, "model": { "mode": "chose", "label": "gpt-4o-mini (system)" }, "select": { "label": "Create a Chat Completion (GPT Models)" }, "messages": { "mode": "chose", "items": [ { "role": { "mode": "chose", "label": "User" } }, { "role": { "mode": "chose", "label": "System" } } ] }, "logit_bias": { "mode": "chose" }, "response_format": { "mode": "chose", "label": "JSON Object" }, "parseJSONResponse": { "mode": "chose" }, "additionalParameters": { "mode": "chose" } }, "parameters": { "__IMTCONN__": { "data": { "scoped": "true", "connection": "openai-gpt-3" }, "label": "My OpenAI connection" } } }, "parameters": [ { "name": "__IMTCONN__", "type": "account:openai-gpt-3", "label": "Connection", "required": true } ], "expect": [ { "name": "select", "type": "select", "label": "Select Method", "required": true, "validate": { "enum": [ "chat", "prompt" ] } }, { "name": "max_tokens", "type": "number", "label": "Max Tokens", "required": true }, { "name": "temperature", "type": "number", "label": "Temperature", "validate": { "max": 2, "min": 0 } }, { "name": "top_p", "type": "number", "label": "Top P", "validate": { "max": 1, "min": 0 } }, { "name": "n_completions", "type": "number", "label": "Number" }, { "name": "frequency_penalty", "type": "number", "label": "Frequency Penalty", "validate": { "max": 2, "min": -2 } }, { "name": "presence_penalty", "type": "number", "label": "Presence Penalty", "validate": { "max": 2, "min": -2 } }, { "name": "logit_bias", "spec": { "name": "value", "spec": [ { "name": "token", "type": "text", "label": "Token ID", "required": true }, { "name": "probability", "type": "number", "label": "Probability", "required": true, "validate": { "max": 100, "min": -100 } } ], "type": "collection", "label": "Token Probability" }, "type": "array", "label": "Token Probability" }, { "name": "response_format", "type": "select", "label": "Response Format", "validate": { "enum": [ "text", "json_object" ] } }, { "name": "seed", "type": "integer", "label": "Seed" }, { "name": "stop", "spec": { "name": "value", "type": "text", "label": "Stop Sequence" }, "type": "array", "label": "Stop Sequences", "validate": { "maxItems": 4 } }, { "name": "additionalParameters", "spec": { "name": "value", "spec": [ { "name": "key", "type": "text", "label": "Parameter Name", "required": true }, { "name": "type", "type": "select", "label": "Input Type", "options": [ { "label": "Text", "value": "text", "nested": [ { "name": "value", "type": "text", "label": "Parameter Value" } ], "default": true }, { "label": "Number", "value": "number", "nested": [ { "name": "value", "type": "number", "label": "Parameter Value" } ] }, { "label": "Boolean", "value": "boolean", "nested": [ { "name": "value", "type": "boolean", "label": "Parameter Value" } ] }, { "label": "Date", "value": "date", "nested": [ { "name": "value", "type": "date", "label": "Parameter Value" } ] }, { "label": "Any", "value": "any", "nested": [ { "name": "value", "type": "any", "label": "Parameter Value" } ] } ] } ], "type": "collection", "label": "Input Parameter" }, "type": "array", "label": "Other Input Parameters" }, { "name": "model", "type": "select", "label": "Model", "required": true }, { "name": "messages", "spec": { "name": "value", "spec": [ { "name": "role", "type": "select", "label": "Role", "options": [ { "label": "System", "value": "system" }, { "label": "User", "value": "user" }, { "label": "Assistant", "value": "assistant" } ], "required": true }, { "name": "content", "type": "text", "label": "Message Content" } ], "type": "collection", "label": "Message" }, "type": "array", "label": "Messages", "required": true }, { "name": "parseJSONResponse", "type": "boolean", "label": "Parse JSON Response", "required": true } ], "advanced": true } }, { "id": 5, "module": "google-sheets:updateRow", "version": 2, "parameters": { "__IMTCONN__": 2626810 }, "mapper": { "mode": "fromAll", "valueInputOption": "USER_ENTERED", "spreadsheetId": "1bfeStiTlOpczmYtFWvsvyj-aDbdLqO5Jroy1FS49SGQ", "sheetId": "Form Responses 1", "rowNumber": "{{1.`__ROW_NUMBER__`}}", "includesHeaders": true, "values": { "6": "{{4.result.total_points}}", "7": "{{4.result.comments}}", "8": "{{if(4.result.total_points >= 75; \"FALSE\"; \"TRUE\")}}" } }, "metadata": { "designer": { "x": 1200, "y": 150 }, "restore": { "parameters": { "__IMTCONN__": { "label": "My Google connection (jonocatliff@gmail.com)", "data": { "scoped": "true", "connection": "google" } } }, "expect": { "mode": { "label": "Select from all" }, "valueInputOption": { "mode": "chose", "label": "User entered" }, "sheetId": { "mode": "chose", "label": "Form Responses 1" }, "includesHeaders": { "nested": [ { "name": "values", "spec": [ { "name": "0", "type": "text", "label": "Timestamp (A)" }, { "name": "1", "type": "text", "label": "First Name (B)" }, { "name": "2", "type": "text", "label": "Last Name (C)" }, { "name": "3", "type": "text", "label": "Email (D)" }, { "name": "4", "type": "text", "label": "Resume (E)" }, { "name": "5", "type": "text", "label": "Position (F)" }, { "name": "6", "type": "text", "label": "Score (G)" }, { "name": "7", "type": "text", "label": "Comments (H)" }, { "name": "8", "type": "text", "label": "Rejected (I)" }, { "name": "9", "type": "text", "label": "Interview (J)" }, { "name": "10", "type": "text", "label": "(K)" }, { "name": "11", "type": "text", "label": "(L)" } ], "type": "collection", "label": "Values" } ], "label": "Yes" } } }, "parameters": [ { "name": "__IMTCONN__", "type": "account:google", "label": "Connection", "required": true } ], "expect": [ { "name": "mode", "type": "select", "label": "Search Method", "required": true, "validate": { "enum": [ "select", "fromAll", "map" ] } }, { "name": "valueInputOption", "type": "select", "label": "Value input option", "validate": { "enum": [ "USER_ENTERED", "RAW" ] } }, { "name": "spreadsheetId", "type": "text", "label": "Spreadsheet ID", "required": true }, { "name": "sheetId", "type": "select", "label": "Sheet Name", "mode": "edit", "required": true }, { "name": "rowNumber", "type": "uinteger", "label": "Row number", "required": true }, { "name": "includesHeaders", "type": "select", "label": "Table contains headers", "required": true, "validate": { "enum": [ true, false ] } }, { "name": "values", "type": "collection", "label": "Values", "spec": [ { "name": "0", "type": "text", "label": "Timestamp (A)" }, { "name": "1", "type": "text", "label": "First Name (B)" }, { "name": "2", "type": "text", "label": "Last Name (C)" }, { "name": "3", "type": "text", "label": "Email (D)" }, { "name": "4", "type": "text", "label": "Resume (E)" }, { "name": "5", "type": "text", "label": "Position (F)" }, { "name": "6", "type": "text", "label": "Score (G)" }, { "name": "7", "type": "text", "label": "Comments (H)" }, { "name": "8", "type": "text", "label": "Rejected (I)" }, { "name": "9", "type": "text", "label": "Interview (J)" }, { "name": "10", "type": "text", "label": "(K)" }, { "name": "11", "type": "text", "label": "(L)" } ] } ] } }, { "id": 6, "module": "builtin:BasicRouter", "version": 1, "mapper": null, "metadata": { "designer": { "x": 1500, "y": 150 } }, "routes": [ { "flow": [ { "id": 8, "module": "email:ActionSendEmail", "version": 7, "parameters": { "account": 779406, "saveAfterSent": false }, "filter": { "name": "Rejected", "conditions": [ [ { "a": "{{4.result.total_points}}", "o": "number:less", "b": "75" } ] ] }, "mapper": { "to": [ "{{1.`3`}}" ], "subject": "Thanks for applying", "contentType": "text", "attachments": [], "cc": [], "bcc": [], "from": "", "sender": "", "replyTo": "", "inReplyTo": "", "references": [], "priority": "normal", "headers": [], "text": "Hey {{1.`1`}},\n\nIt's Jono from XYZ company. Thanks for applying. Unfortunately, we decided to go in another direction.\n\nBest,\nJono" }, "metadata": { "designer": { "x": 1800, "y": 0 }, "restore": { "parameters": { "account": { "label": "Jono's Gmail (jono@djing.ca)", "data": { "scoped": "true", "connection": "google-restricted" } }, "saveAfterSent": { "label": "No" } }, "expect": { "to": { "mode": "chose", "items": [ null ] }, "contentType": { "label": "Plaintext" }, "attachments": { "mode": "chose" }, "cc": { "mode": "chose" }, "bcc": { "mode": "chose" }, "references": { "mode": "chose" }, "priority": { "label": "Normal" } } }, "parameters": [ { "name": "account", "type": "account:smtp,google-restricted,microsoft-smtp-imap", "label": "Connection", "required": true }, { "name": "saveAfterSent", "type": "select", "label": "Save message after sending", "required": true, "validate": { "enum": [ true, false ] } }, { "type": "hidden" } ], "expect": [ { "name": "to", "type": "array", "label": "To", "required": true, "spec": { "name": "value", "type": "email", "label": "Email address", "required": true } }, { "name": "subject", "type": "text", "label": "Subject" }, { "name": "contentType", "type": "select", "label": "Content Type", "required": true, "validate": { "enum": [ "html", "text" ] } }, { "name": "attachments", "type": "array", "label": "Attachments", "spec": [ { "name": "fileName", "label": "File name", "type": "filename", "required": true, "semantic": "file:name" }, { "name": "data", "label": "Data", "type": "buffer", "required": true, "semantic": "file:data" }, { "name": "cid", "label": "Content-ID", "type": "text" } ] }, { "name": "cc", "type": "array", "label": "Copy recipient", "spec": { "name": "value", "type": "email", "label": "Email address" } }, { "name": "bcc", "type": "array", "label": "Blind copy recipient", "spec": { "name": "value", "type": "email", "label": "Email address" } }, { "name": "from", "type": "text", "label": "From" }, { "name": "sender", "type": "text", "label": "Sender" }, { "name": "replyTo", "type": "text", "label": "Reply-To" }, { "name": "inReplyTo", "type": "text", "label": "In-Reply-To" }, { "name": "references", "type": "array", "label": "References", "spec": { "type": "text", "label": "Reference", "required": true, "name": "value" } }, { "name": "priority", "type": "select", "label": "Priority", "validate": { "enum": [ "high", "normal", "low" ] } }, { "name": "headers", "type": "array", "label": "Headers", "spec": [ { "name": "key", "label": "Key", "type": "text", "required": true }, { "name": "value", "label": "Value", "type": "text", "required": true } ] }, { "name": "text", "type": "text", "label": "Content" } ] } } ] }, { "flow": [ { "id": 7, "module": "email:ActionSendEmail", "version": 7, "parameters": { "account": 779406, "saveAfterSent": false }, "filter": { "name": "Interview", "conditions": [ [ { "a": "{{4.result.total_points}}", "o": "number:greaterorequal", "b": "75" } ] ] }, "mapper": { "to": [ "{{1.`3`}}" ], "subject": "Congratulations, we want to interview you!", "contentType": "text", "attachments": [], "cc": [], "bcc": [], "from": "", "sender": "", "replyTo": "", "inReplyTo": "", "references": [], "priority": "normal", "headers": [], "text": "Hey {{1.`1`}},\n\nIt's Jono from XYZ company. Thanks for applying.\n\nCongratulations, I'd like to schedule an interview with you for our sales position. 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