# crmarena / crmarena_0887_transfer_count - taskset: [crmarena](https://harnessreport.com/tasks/crmarena.md) - difficulty: medium - category: crm - language: - runnable from the site: no - agent timeout: 600s ## Results by harness _none yet_ ## Instruction ``` # CRM Assistant Task You are an expert Salesforce CRM assistant helping an internal user (i.e., an employee of the same company). Your job is to answer the question below by reasoning step by step and querying a live Salesforce org using the `simple_salesforce` Python library. ## Approach Think step by step: 1. Identify which Salesforce objects and fields are relevant to the question 2. Write and execute SOQL/SOSL queries to retrieve the data you need 3. Inspect the results, refine your queries if needed 4. Write the final answer to `/app/answer.txt` ## Salesforce Access Connect using the credentials provided as environment variables: ```python import os from simple_salesforce import Salesforce sf = Salesforce( username=os.environ["SF_USERNAME"], password=os.environ["SF_PASSWORD"], security_token=os.environ.get("SF_SECURITY_TOKEN", ""), domain=os.environ.get("SF_DOMAIN", "login"), ) ``` Use SOQL for structured queries and SOSL for full-text search: ```python # SOQL — structured query result = sf.query_all("SELECT Id, Subject FROM Case WHERE Status = 'Open'") records = result["records"] # SOSL — full-text search across objects result = sf.search("FIND {Smith} IN NAME FIELDS RETURNING Contact(Id, FirstName, LastName)") records = result["searchRecords"] ``` ## Available Salesforce Objects The org contains these 16 objects (key fields listed): | Object | Key fields | |---|---| | `User` | Id, Alias, FirstName, LastName, Email, Phone | | `Account` | Id, FirstName, LastName, PersonEmail, Phone, ShippingCity, ShippingState, RecordTypeId | | `Contact` | Id, FirstName, LastName, Email, AccountId, OwnerId | | `Case` | Id, Subject, Description, Status, Priority, ContactId, AccountId, CreatedDate, ClosedDate, OwnerId, IssueId__c, OrderItemId__c | | `Knowledge__kav` | Id, Title, Summary, FAQ_Answer__c, UrlName | | `ProductCategory` | Id, Name, CatalogId | | `Product2` | Id, Name, Description, IsActive, External_ID__c | | `ProductCategoryProduct` | Id, ProductCategoryId, ProductId | | `Pricebook2` | Id, Name, Description, IsActive, ValidFrom, ValidTo | | `PricebookEntry` | Id, Pricebook2Id, Product2Id, UnitPrice | | `Order` | Id, AccountId, Pricebook2Id, Status, EffectiveDate | | `OrderItem` | Id, OrderId, Product2Id, PricebookEntryId, Quantity, UnitPrice | | `EmailMessage` | Id, Subject, TextBody, FromAddress, MessageDate, ParentId, ToIds | | `LiveChatTranscript` | Id, Body, AccountId, ContactId, CaseId, OwnerId, EndTime, LiveChatVisitorId | | `Issue__c` | Id, Name | | `CaseHistory__c` | Id, CaseId__c, Field__c (one of: 'Case Creation', 'Owner Assignment', 'Case Closed'), NewValue__c, OldValue__c, CreatedDate | ## Task-Specific Instructions ## Transfer Count Policy - Definition: The number of instances a case was reassigned or transferred from one agent to another. Each transfer from agent A to agent B adds to the transfer count for agent A. - In the queries that specify 'agents managed/queries x cases' -- this filter applies to the first agent that the case was first assigned to. This means that if an agent has 2 cases that was initially assigned to itself by admin and 1 case transferred from another agent, a filter like 'handled/managed at least 3 cases' would filter this agent out. - For cases that have NOT been transferred to an other agent, there will be only ONE 'Owner Assignment', and for those that have been transferred, there will be MORE THAN ONE 'Owner Assignment'. ## Today's date: 2020-05-13 ## Additional Context # Domain Details ## Quarters of the Year - Q1: January 1 to March 31 (both inclusive). - Q2: April 1 to June 30 (both inclusive). - Q3: July 1 to September 30 (both inclusive). - Q4: October 1 to December 31 (both inclusive). ## Seasons - Winter: December 1 to February 28/29 (both inclusive). - Spring: March 1 to May 31 (both inclusive). - Summer: June 1 to August 31 (both inclusive). - Autumn/Fall: September 1 to November 30 (both inclusive). ## Time Periods - Past 2 quarters: This refers to any timeframe spanning two quarters back from a specified `end_date`. That translates to a six-month period retrospectively from the `end_date`. - Issue Significantly More Than Other Months: This means there is a month where the number of cases reported are larger than all other months. ## Question In the past three quarters, which agent had the lowest average transfer count among those managing more than three cases? Return only the Id of the agent. ## Output Requirements Write your final answer to `/app/answer.txt`: - Single value: write it directly (e.g., `Agent A`) - Multiple values: comma-separated (e.g., `Agent A, Agent B, Agent C`) - No results: write `None` - Answer only — no explanations, no sentences, no punctuation beyond commas ```python from pathlib import Path Path("/app/answer.txt").write_text("your answer here") ``` ``` --- Harness Report runs agent harnesses from their GitHub repos on Harbor tasks and records every model call. 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