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values | user_prompt stringlengths 133 8.4k | selected_tools listlengths 3 17 | restricted_tools listlengths 0 0 | mcp_endpoint stringclasses 1
value | number_of_runs int64 1 1 | reset_database_between_runs bool 1
class | gym_servers_config stringclasses 153
values | verifiers stringlengths 649 14.8k | instance_id stringlengths 68 99 | problem_statement stringlengths 133 8.4k | instruction stringlengths 133 8.4k | num_actions int64 1 212 | conversation_archive_path stringlengths 228 265 | benchmark_run_name stringclasses 3
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values | prompt_tokens int64 4.78k 7.25M | reasoning_tokens int64 131 50.5k | completion_tokens int64 532 149k | enterprise_ops_test_result stringlengths 612 11.1k | benchmark stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
task_20260108_101953_397_be6c9105_0ebb2503 | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Emily Davis needs to archive the 'Employee Handbook.docx' for compliance before starting updates. Create an archive copy with filename 'Employee Handbook_archive.docx' and include archival file metadata with archive_status(archived) and archive_date(2024-12-01). The archive requires reader access for the external audit... | [
"copy_files",
"list_permission",
"update_files",
"create_comments",
"create_permission",
"update_permission",
"list_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3WiIsImVtYWlsIjoiZW1... | [{"verifier_type": "database_state", "name": "Archive Copy Created with Archival Metadata", "description": "Archive Copy Created with Archival Metadata", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "WITH archive_copy AS (\n SELECT\n id,\n name,\n app_properties,\n created_time\n FRO... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260108_101953_397_be6c9105_0ebb2503 | Emily Davis needs to archive the 'Employee Handbook.docx' for compliance before starting updates. Create an archive copy with filename 'Employee Handbook_archive.docx' and include archival file metadata with archive_status(archived) and archive_date(2024-12-01). The archive requires reader access for the external audit... | Emily Davis needs to archive the 'Employee Handbook.docx' for compliance before starting updates. Create an archive copy with filename 'Employee Handbook_archive.docx' and include archival file metadata with archive_status(archived) and archive_date(2024-12-01). The archive requires reader access for the external audit... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_101953_397_be6c9105_0ebb2503.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 45,609 | 2,508 | 3,810 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Archive Copy Created with Archival Metadata":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"WITH archive_cop... | enterprise-ops-gym |
task_20260113_183935_893_e6427839_03a04c19 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Put incident number INC0000002 on hold as we are waiting for the user's response and can't proceed further without his input. Send a reminder notification to the user to provide the unique serial number of his system as it is necessary for resolution. | [
"find_incident_slas",
"update_incident_sla_details",
"send_notification",
"update_incident",
"find_incident_by_number",
"get_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Verify if the SLA is paused if the incident is on hold.", "description": "Verify if the SLA is paused if the incident is on hold.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident_sla WHERE incident_sla_id = 'TSLA_002' AND incident_... | eog-gemini-gemini-3.5-flash-oh-task_20260113_183935_893_e6427839_03a04c19 | Put incident number INC0000002 on hold as we are waiting for the user's response and can't proceed further without his input. Send a reminder notification to the user to provide the unique serial number of his system as it is necessary for resolution. | Put incident number INC0000002 on hold as we are waiting for the user's response and can't proceed further without his input. Send a reminder notification to the user to provide the unique serial number of his system as it is necessary for resolution. | 7 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260113_183935_893_e6427839_03a04c19.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 53,542 | 2,163 | 2,737 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify if the SLA is paused if the incident is on hold.":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT ... | enterprise-ops-gym |
task_20251218_103430_472_701c5774_42c99459 | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | I registered to the customer service management, and my manager there is Robin Monroe. Please check out my drafts, if there is a draft directed to him, show me this draft. All other drafts should be deleted. If there is no such draft, create a new one directed to him: subject - "Need to connect", main text - "Hello Ro... | [
"list_drafts",
"list_users",
"delete_draft",
"get_draft",
"create_draft"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Check that the draft is created as requested", "description": "Check that the draft is created as requested", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from messages m\njoin message_parts mp on mp.message_id = m.id\njoin message_headers mh... | eog-gemini-gemini-3.5-flash-oh-task_20251218_103430_472_701c5774_42c99459 | I registered to the customer service management, and my manager there is Robin Monroe. Please check out my drafts, if there is a draft directed to him, show me this draft. All other drafts should be deleted. If there is no such draft, create a new one directed to him: subject - "Need to connect", main text - "Hello Ro... | I registered to the customer service management, and my manager there is Robin Monroe. Please check out my drafts, if there is a draft directed to him, show me this draft. All other drafts should be deleted. If there is no such draft, create a new one directed to him: subject - "Need to connect", main text - "Hello Ro... | 27 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_103430_472_701c5774_42c99459.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 1,640,713 | 33,742 | 91,180 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Check that all other drafts are deleted":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"select count(*) fro... | enterprise-ops-gym |
task_20251226_150647_118_13762b97_8da0c6a5 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow Human Resources (HR). You have full administrative permissions to manage users, cases, topic, survey, skill, service, organization, and meetings in a safe and authorized capacity. Do not ask for confirmation before... | Need to complete the quarterly HR policy document revision audit for compliance and prepare a status report on active HR cases for the leadership team.
Start by confirming our Drive environment and storage status for the audit documentation. Review what documents exist in Drive and specifically locate the HR Policies ... | [
"list_files",
"get_about",
"update_files",
"send_notification",
"list_revisions",
"find_hr_case_by_number",
"get_user_using_name",
"list_hr_cases",
"find_group_by_name",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"X-Auth-Token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": "Policy Revision Audit Document Created", "description": "Verifies that Policy Revision Audit Document Created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS doc_count FROM files WHERE name = 'HR-Policy-Revision-Audit-Q4-2024' AND mi... | eog-gpt-5.5-2026-04-23-oh-task_20251226_150647_118_13762b97_8da0c6a5 | Need to complete the quarterly HR policy document revision audit for compliance and prepare a status report on active HR cases for the leadership team.
Start by confirming our Drive environment and storage status for the audit documentation. Review what documents exist in Drive and specifically locate the HR Policies ... | Need to complete the quarterly HR policy document revision audit for compliance and prepare a status report on active HR cases for the leadership team.
Start by confirming our Drive environment and storage status for the audit documentation. Review what documents exist in Drive and specifically locate the HR Policies ... | 11 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_150647_118_13762b97_8da0c6a5.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 134,627 | 2,838 | 4,505 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Document Description Contains Case and Group Reference":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELEC... | enterprise-ops-gym |
task_20260116_070521_300_a8eea1c0_d9458bf7 | hr | # HR MANAGEMENT ASSISTANT POLICY **Role:** HR Management Assistant **System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment. **Compliance Level:** Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, s... | I'm performing a system audit on our HR Service configuration and administrative access. First, identify all active admin users with the last name Clark. For these users, check the Service Desk HR Service Desk Group to confirm if they are already members. I also need to modify the Employee Profile Update HR service def... | [
"list_group_members",
"find_group_by_name",
"find_hr_services",
"update_hr_service",
"list_hr_criteria",
"get_hr_service_by_name",
"add_new_group_member",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Add new group member verifier", "description": "Add new group member verifier", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS created_count FROM user_group_member WHERE group_id = 4 AND user_id = 50;", "expected_value": 1, "comparison_type... | eog-gpt-5.5-2026-04-23-oh-task_20260116_070521_300_a8eea1c0_d9458bf7 | I'm performing a system audit on our HR Service configuration and administrative access. First, identify all active admin users with the last name Clark. For these users, check the Service Desk HR Service Desk Group to confirm if they are already members. I also need to modify the Employee Profile Update HR service def... | I'm performing a system audit on our HR Service configuration and administrative access. First, identify all active admin users with the last name Clark. For these users, check the Service Desk HR Service Desk Group to confirm if they are already members. I also need to modify the Employee Profile Update HR service def... | 9 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_070521_300_a8eea1c0_d9458bf7.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 54,643 | 1,552 | 2,112 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Add new group member verifier":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS created_count ... | enterprise-ops-gym |
task_20251219_134543_563_fa1836dc_00dab62f | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Reassign change request 'CHG0000017' (Monthly Firewall Rule Audit) to 'steven.hernandez88@servicenow.com' who will lead the implementation. Before creating any mappings, check if they already exist. Then map this change to problem 'PRB0000006' as the root cause resolution and link it to incident 'INC-000025' to establi... | [
"find_incident_by_number",
"list_change_request_mappings",
"find_change_by_number",
"update_change",
"get_user",
"map_change_request",
"find_problem_by_number"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify Change Assignment Update", "description": "Confirms CHG_017 was reassigned to USER_009", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM change\nWHERE change_id = 'CHG_017'\n AND number = 'CHG0000017'\n AND assigned_to = 'USER_009'... | eog-gpt-5.5-2026-04-23-oh-task_20251219_134543_563_fa1836dc_00dab62f | Reassign change request 'CHG0000017' (Monthly Firewall Rule Audit) to 'steven.hernandez88@servicenow.com' who will lead the implementation. Before creating any mappings, check if they already exist. Then map this change to problem 'PRB0000006' as the root cause resolution and link it to incident 'INC-000025' to establi... | Reassign change request 'CHG0000017' (Monthly Firewall Rule Audit) to 'steven.hernandez88@servicenow.com' who will lead the implementation. Before creating any mappings, check if they already exist. Then map this change to problem 'PRB0000006' as the root cause resolution and link it to incident 'INC-000025' to establi... | 1 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251219_134543_563_fa1836dc_00dab62f.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 4,822 | 658 | 833 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Change Assignment Update":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*)\nFROM change\... | enterprise-ops-gym |
task_20251218_093719_611_764e5ead_5817d09a | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | As part of our infrastructure transformation, please transition the existing NextGen Customer Portal Dev service to its new replacement, Next-Gen Customer Experience Platform. Create the new service as a production, operational, business-critical offering owned by Karen Watkins, positioned as the modern cloud-based suc... | [
"register_new_service_offering",
"update_service",
"get_user_using_name",
"find_service_offerings",
"list_incidents",
"get_user",
"update_service_offering",
"find_service_by_name",
"add_new_service",
"update_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "verify_new_service_created", "description": "Verify new Next-Gen Customer Experience Platform service was created", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM service WHERE name = 'Next-Gen Customer Experience Platform' AND used_for = '... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251218_093719_611_764e5ead_5817d09a | As part of our infrastructure transformation, please transition the existing NextGen Customer Portal Dev service to its new replacement, Next-Gen Customer Experience Platform. Create the new service as a production, operational, business-critical offering owned by Karen Watkins, positioned as the modern cloud-based suc... | As part of our infrastructure transformation, please transition the existing NextGen Customer Portal Dev service to its new replacement, Next-Gen Customer Experience Platform. Create the new service as a production, operational, business-critical offering owned by Karen Watkins, positioned as the modern cloud-based suc... | 15 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_093719_611_764e5ead_5817d09a.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 96,738 | 2,839 | 5,413 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":7,"resolved":true,"score":1,"total_verifiers":7,"verification_results":{"verify_incidents_updated_to_new_service":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM in... | enterprise-ops-gym |
task_20251218_234602_633_391f1eff_09a746e7 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | The network WiFi-Controller-HQ (serial number: NET-WIFI-01) is installed at the ACME HQ, USA. Karen Watkins, the owner of the WiFi, reported that the network is currently experiencing delayed data transfer speeds, due to which production delivery is affected, making it difficult to meet deadlines. This is causing a hig... | [
"find_location_by_given_name",
"find_configuration_item_by_serial_number",
"send_notification",
"get_user",
"get_user_using_name",
"create_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Report incident", "description": "validate incident", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = \"INC_101\" AND configuration_item = \"CI_019\" AND caller_id = \"USER_039\" AND channel = \"chat\" AND status... | eog-gpt-5.5-2026-04-23-oh-task_20251218_234602_633_391f1eff_09a746e7 | The network WiFi-Controller-HQ (serial number: NET-WIFI-01) is installed at the ACME HQ, USA. Karen Watkins, the owner of the WiFi, reported that the network is currently experiencing delayed data transfer speeds, due to which production delivery is affected, making it difficult to meet deadlines. This is causing a hig... | The network WiFi-Controller-HQ (serial number: NET-WIFI-01) is installed at the ACME HQ, USA. Karen Watkins, the owner of the WiFi, reported that the network is currently experiencing delayed data transfer speeds, due to which production delivery is affected, making it difficult to meet deadlines. This is causing a hig... | 6 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_234602_633_391f1eff_09a746e7.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 25,132 | 1,132 | 1,736 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Notify updates":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM notification WHERE notifi... | enterprise-ops-gym |
task_20251226_114207_539_30600918_6211eb4b | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Administrator
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and compli... | As per the meeting that happened in the morning, Casey Green has been shifted to the head office today. As part of the initial activity, and not to overload her, assign only the draft and ready cases of Timothy Boyd and Teresa Gibson to her so that she can start slowly on the work. | [
"send_notification",
"list_hr_cases",
"list_group_members",
"get_user_using_name",
"find_group_by_name",
"add_new_group_member",
"update_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzA0MSIsImlzcyI6Iml0c20ifQ.Ef0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify Case assigned to Casey", "description": "Verify Case assigned to Casey", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_case WHERE (hr_case_id = 11 OR hr_case_id = 37 OR hr_case_id = 55) AND assigned_to = 52;", "expected_value":... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251226_114207_539_30600918_6211eb4b | As per the meeting that happened in the morning, Casey Green has been shifted to the head office today. As part of the initial activity, and not to overload her, assign only the draft and ready cases of Timothy Boyd and Teresa Gibson to her so that she can start slowly on the work. | As per the meeting that happened in the morning, Casey Green has been shifted to the head office today. As part of the initial activity, and not to overload her, assign only the draft and ready cases of Timothy Boyd and Teresa Gibson to her so that she can start slowly on the work. | 17 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_114207_539_30600918_6211eb4b.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 67,305 | 1,040 | 2,652 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"Verify Case assigned to Casey":{"actual":3,"comparison_type":"equals","details":"Comparison equals: 3 vs 3","expected":3,"passed":true,"query":"SELECT COUNT(*) FROM hr_case WHERE ... | enterprise-ops-gym |
task_20260105_170909_782_a9f62433_ecdfc657 | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Deny external.user@partner.com’s request for access to the technical spec.PDF. Add a comment that says 'Sarah, please review the technical spec PDF to spot errors.' Grant sarah.johnson@company.com editor access. Update the document description to: 'This is the technical specification of the team.' Keep actions clear a... | [
"create_permission",
"resolve_accessproposals",
"list_accessproposals",
"list_files",
"create_comments",
"update_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x_auth_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify we have file", "description": "Verify that technical spec pdf file exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM files \n WHERE name = 'Technical Spec.pdf'\n ) \n ... | eog-gemini-gemini-3.5-flash-oh-task_20260105_170909_782_a9f62433_ecdfc657 | Deny external.user@partner.com’s request for access to the technical spec.PDF. Add a comment that says 'Sarah, please review the technical spec PDF to spot errors.' Grant sarah.johnson@company.com editor access. Update the document description to: 'This is the technical specification of the team.' Keep actions clear a... | Deny external.user@partner.com’s request for access to the technical spec.PDF. Add a comment that says 'Sarah, please review the technical spec PDF to spot errors.' Grant sarah.johnson@company.com editor access. Update the document description to: 'This is the technical specification of the team.' Keep actions clear a... | 10 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_170909_782_a9f62433_ecdfc657.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 69,482 | 3,001 | 3,790 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Sarah has permission to technical spec":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CASE \n W... | enterprise-ops-gym |
task_20251210_200511_673_4a23b9c9_dcd88f59 | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report for 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file directly or via shared drive. | [
"get_drive",
"list_files",
"list_comments",
"list_permission",
"create_replies"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764776317015_jplw4hf1v.sql", "context": {"x-auth-token": "ya29.mVYohQ8RoT4cygeLO8MLUT3ma539LYO0YRjG4ZZiPN5v4iUrvB1BsO7SWPZhBlaqhpPvtO29Yfm44WISnlYgQzTdlN5u7Uz... | [{"verifier_type": "database_state", "name": "Ensure Annual Report 2023 exists", "description": "Ensure Annual Report 2023 exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files INNER JOIN users ON (users.id = files.created_by) WHERE files.name = 'Annual Report 2023.pdf'... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251210_200511_673_4a23b9c9_dcd88f59 | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report for 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file directly or via shared drive. | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report for 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file directly or via shared drive. | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251210_200511_673_4a23b9c9_dcd88f59.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 53,115 | 1,531 | 2,782 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Check if my reply is against correct comment":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) F... | enterprise-ops-gym |
task_20260121_171247_475_cbcf38f8_c0a86487 | calendar | You are a Google Calendar automation agent with full admin rights to manage users, calendars, and events. Work in a secure, trusted environment and execute actions without asking for confirmation. Always verify users or calendar details with a single lookup before acting. Use accurate data only, never make assumptions.... | Project Management currently holds our Sprint Planning & Architecture Review session. Recolor that event so it uses background '#ff887c' with foreground '#1d1d1d', then move it into the Team Coordination calendar so the broader team can see it. After the move, configure both calendars (Project Management and Team Coord... | [
"move_event",
"get_calendar_list",
"update_calendar",
"patch_event",
"get_colors",
"list_events"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767199777772_bvarqz06i.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Project Management calendar emptied", "description": "Ensure no events remain on alice-projects after the move", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM events WHERE calendar_id = 'alice-projects';", "expected_value": 0, "comparison_... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260121_171247_475_cbcf38f8_c0a86487 | Project Management currently holds our Sprint Planning & Architecture Review session. Recolor that event so it uses background '#ff887c' with foreground '#1d1d1d', then move it into the Team Coordination calendar so the broader team can see it. After the move, configure both calendars (Project Management and Team Coord... | Project Management currently holds our Sprint Planning & Architecture Review session. Recolor that event so it uses background '#ff887c' with foreground '#1d1d1d', then move it into the Team Coordination calendar so the broader team can see it. After the move, configure both calendars (Project Management and Team Coord... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260121_171247_475_cbcf38f8_c0a86487.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 73,904 | 3,018 | 4,417 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Project Management calendar emptied":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) FROM e... | enterprise-ops-gym |
task_20251205_162218_909_4d9df647_8538c2ae | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Hey, quick heads-up the external partner "external.user@partner.com" still can’t seem to open the Product Overview file. Could you check what’s going on and make sure they actually have the right kind of access?
Also, that marketing presentation deadline has been gone for a bit now, so whenever it makes sense, go ahea... | [
"list_permission",
"list_files",
"list_drives",
"list_files_labels",
"update_files",
"create_comments",
"delete_files",
"create_permission",
"modify_files_labels",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764037585904_8n9do49ia.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3WCIsImVtYWlsIjoic2F... | [{"verifier_type": "database_state", "name": "External Partner Access Granted", "description": "Verify that external.user@partner.com has reader access to the Product Overview file", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) \nFROM permissions \nWHERE file_id IN (\n SELECT i... | eog-gemini-gemini-3.5-flash-oh-task_20251205_162218_909_4d9df647_8538c2ae | Hey, quick heads-up the external partner "external.user@partner.com" still can’t seem to open the Product Overview file. Could you check what’s going on and make sure they actually have the right kind of access?
Also, that marketing presentation deadline has been gone for a bit now, so whenever it makes sense, go ahea... | Hey, quick heads-up the external partner "external.user@partner.com" still can’t seem to open the Product Overview file. Could you check what’s going on and make sure they actually have the right kind of access?
Also, that marketing presentation deadline has been gone for a bit now, so whenever it makes sense, go ahea... | 34 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251205_162218_909_4d9df647_8538c2ae.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 850,489 | 15,173 | 17,872 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{" Old Social Media Banner Deleted":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) \nFROM files ... | enterprise-ops-gym |
task_20260116_165226_829_46ca2862_ff6cdacb | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | While reviewing Marc Henry’s onboarding progress, I noticed that the development environment setup and the final contractor experience survey are not yet in place. Please create a Dev Environment Setup checklist task and assign it to the HR Service Desk Group, making sure it includes Request Laptop for Developer and Pr... | [
"create_hr_case_task",
"create_checklist",
"list_hr_cases",
"list_hr_case_tasks",
"find_group_by_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "hr_case_tasks_creation", "description": "hr_case_tasks_creation", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_case_task WHERE hr_case_task_id = 150 AND number = 'TASK-0001' AND status = 'ready' AND short_description = 'Dev Environme... | eog-gpt-5.5-2026-04-23-oh-task_20260116_165226_829_46ca2862_ff6cdacb | While reviewing Marc Henry’s onboarding progress, I noticed that the development environment setup and the final contractor experience survey are not yet in place. Please create a Dev Environment Setup checklist task and assign it to the HR Service Desk Group, making sure it includes Request Laptop for Developer and Pr... | While reviewing Marc Henry’s onboarding progress, I noticed that the development environment setup and the final contractor experience survey are not yet in place. Please create a Dev Environment Setup checklist task and assign it to the HR Service Desk Group, making sure it includes Request Laptop for Developer and Pr... | 9 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_165226_829_46ca2862_ff6cdacb.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 63,380 | 2,426 | 2,917 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"check_list_creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM checklist WHERE checkli... | enterprise-ops-gym |
task_20251203_184109_641_6f5b66fc_e62d330e | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | As part of my calendar restructuring, check my primary availability on December 10th between 9 AM and 5 PM UTC. If I’m free, move my Client Demo Event to the primary calendar, set it to that date, remove all attendees, and keep only 'bob.smith@techcorp.com'. Also enable monitoring for any changes using 'https://calenda... | [
"watch_events",
"get_calendar_list",
"list_events",
"get_colors",
"move_event",
"patch_event",
"query_freebusy"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11"}, "user_in... | [{"verifier_type": "database_state", "name": "event verifier", "description": "event verifier", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM events WHERE summary like '%Enterprise Client Demo%' AND color_id = 11 AND visibility = 'confidential' AND start_datetime = '2025-12-10 09:00:0... | eog-gpt-5.5-2026-04-23-oh-task_20251203_184109_641_6f5b66fc_e62d330e | As part of my calendar restructuring, check my primary availability on December 10th between 9 AM and 5 PM UTC. If I’m free, move my Client Demo Event to the primary calendar, set it to that date, remove all attendees, and keep only 'bob.smith@techcorp.com'. Also enable monitoring for any changes using 'https://calenda... | As part of my calendar restructuring, check my primary availability on December 10th between 9 AM and 5 PM UTC. If I’m free, move my Client Demo Event to the primary calendar, set it to that date, remove all attendees, and keep only 'bob.smith@techcorp.com'. Also enable monitoring for any changes using 'https://calenda... | 10 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_184109_641_6f5b66fc_e62d330e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 89,295 | 3,023 | 3,897 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"attendees verifier":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM attendees WHERE ev... | enterprise-ops-gym |
task_20260114_091008_897_accab84d_786931e4 | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | ServiceNow leadership wants employee profile updates for our UK-based workforce to follow a locked-down path to ensure GDPR compliance without disrupting how any other HR services behave. By the end of these changes, Employee Profile Update cases under the Workforce Administration COE for UK employees (country code GB)... | [
"register_hr_criteria",
"list_skills",
"create_knowledge_article",
"list_hr_criteria",
"update_hr_service",
"find_group_by_name",
"add_new_assignment_rule",
"get_hr_service_by_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify the HR Criteria 'HR Data Access Review' is created correctly", "description": "Verify the HR Criteria 'HR Data Access Review' is created correctly", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) \nFROM hr_criteria \nWHERE name = 'HR Da... | eog-gpt-5.5-2026-04-23-oh-task_20260114_091008_897_accab84d_786931e4 | ServiceNow leadership wants employee profile updates for our UK-based workforce to follow a locked-down path to ensure GDPR compliance without disrupting how any other HR services behave. By the end of these changes, Employee Profile Update cases under the Workforce Administration COE for UK employees (country code GB)... | ServiceNow leadership wants employee profile updates for our UK-based workforce to follow a locked-down path to ensure GDPR compliance without disrupting how any other HR services behave. By the end of these changes, Employee Profile Update cases under the Workforce Administration COE for UK employees (country code GB)... | 12 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_091008_897_accab84d_786931e4.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 53,412 | 2,294 | 3,169 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify the 'Employee Profile Update' service is updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT C... | enterprise-ops-gym |
task_20260105_173701_207_8ce75c22_3b124b32 | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Just got some great news I need to save! Import two emails for my records: one from investor@vc.com saying "Investment Round Confirmed - Congratulations on closing your Series A round" and another from partner@corp.com about "Partnership Agreement Ready - Please review the attached partnership terms". I want to keep th... | [
"import_message",
"watch_user_mailbox",
"list_labels",
"create_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_david_2025_m1n2b3v4c5x6z7l8k9j0h1g2f3d4s5a6", "user_id": "user_004", "primary_email": "david@star... | [{"verifier_type": "database_state", "name": "Verify Inbox Watch Subscription Activated", "description": "Verifies that an active watch subscription exists for user_004 monitoring inbox activity with push notifications.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM watch_su... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_173701_207_8ce75c22_3b124b32 | Just got some great news I need to save! Import two emails for my records: one from investor@vc.com saying "Investment Round Confirmed - Congratulations on closing your Series A round" and another from partner@corp.com about "Partnership Agreement Ready - Please review the attached partnership terms". I want to keep th... | Just got some great news I need to save! Import two emails for my records: one from investor@vc.com saying "Investment Round Confirmed - Congratulations on closing your Series A round" and another from partner@corp.com about "Partnership Agreement Ready - Please review the attached partnership terms". I want to keep th... | 20 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_173701_207_8ce75c22_3b124b32.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 44,788 | 3,145 | 7,361 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify Imported Archives Label Applied to Messages":{"actual":2,"comparison_type":"greater_than","details":"Comparison greater_than: 2 vs 1","expected":1,"passed":true,"query":... | enterprise-ops-gym |
task_20260105_221239_098_e0ac0c6d_f5f338f3 | calendar | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand ... | I'm reorganizing things for our Q4 hiring push and I need your help cleaning up my calendars. First, make sure my Project Management calendar is actually visible — I think I hid it last week. Then update its description to mention that it's now focused on Q4 hiring milestones and team coordination. I also need you to c... | [
"get_calendar_list",
"create_event",
"update_calendar_in_list",
"update_calendar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767381239880_ibbsoh6gc.sql", "context": {"x-hr-user-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_inf... | [{"verifier_type": "database_state", "name": "Calendar List Retrieved", "description": "Verifies that the model retrieved calendar list to find calendar IDs and check visibility state before updating.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) as count FROM calendars WHERE user_id = '... | eog-gpt-5.5-2026-04-23-oh-task_20260105_221239_098_e0ac0c6d_f5f338f3 | I'm reorganizing things for our Q4 hiring push and I need your help cleaning up my calendars. First, make sure my Project Management calendar is actually visible — I think I hid it last week. Then update its description to mention that it's now focused on Q4 hiring milestones and team coordination. I also need you to c... | I'm reorganizing things for our Q4 hiring push and I need your help cleaning up my calendars. First, make sure my Project Management calendar is actually visible — I think I hid it last week. Then update its description to mention that it's now focused on Q4 hiring milestones and team coordination. I also need you to c... | 7 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_221239_098_e0ac0c6d_f5f338f3.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 17,996 | 1,348 | 1,922 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Calendar Description Updated":{"actual":1,"comparison_type":"greater_than","details":"Comparison greater_than: 1 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) as... | enterprise-ops-gym |
task_20260121_145409_648_1afb323a_4e203caa | csm | # **CSM Agent Policy**
You are a Customer Service Management admin. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases and in other related processes effective... | hey so we gotta sort out a new support thing for Simon LLC for that NGINX Plus v11 box they’re using the old one’s kinda wrapping up soon i think, anyway just set up a contract for them from mid-november 2025 till mid-november 2026, and the amount was like seventy-two grand also they want fast handling for high prio st... | [
"find_account",
"find_products",
"find_product",
"enlist_new_contract",
"add_new_sla_definition",
"add_new_entitlement"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1763385405604_2rzj4cvux.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Verify Contract", "description": "Verify Contract", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count FROM contract WHERE account_id = '45' AND start_date = '2025-11-15' AND end_date = '2026-11-15' AND status = 'active' AND contract_type ... | eog-gemini-gemini-3.5-flash-oh-task_20260121_145409_648_1afb323a_4e203caa | hey so we gotta sort out a new support thing for Simon LLC for that NGINX Plus v11 box they’re using the old one’s kinda wrapping up soon i think, anyway just set up a contract for them from mid-november 2025 till mid-november 2026, and the amount was like seventy-two grand also they want fast handling for high prio st... | hey so we gotta sort out a new support thing for Simon LLC for that NGINX Plus v11 box they’re using the old one’s kinda wrapping up soon i think, anyway just set up a contract for them from mid-november 2025 till mid-november 2026, and the amount was like seventy-two grand also they want fast handling for high prio st... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260121_145409_648_1afb323a_4e203caa.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 158,010 | 3,840 | 4,701 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Contract":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":"1","passed":false,"query":"SELECT COUNT(*) AS count FROM contract WHERE... | enterprise-ops-gym |
task_20260106_132019_309_bca89e7d_5ae689d9 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action.
When identifiers such as names or IDs are missing, perform... | To prepare my project calendars for the upcoming season, please create a new calendar titled "Project 2026," matching the timezone and color of my existing projects calendar. Then replicate the "Sprint Planning & Architecture Review" event from the old calendar onto this new calendar, scheduling it for January 4 from 9... | [
"create_event",
"patch_calendar",
"list_events",
"delete_acl_rule",
"delete_acl_rule",
"delete_event",
"add_calendar_to_list",
"create_calendar",
"get_calendar_list",
"list_acl_rules"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764493889049_iuydddoc0.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Project2026 Calendar", "description": "Verify new Project 2026 calendar", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = 'Project 2026' AND time_zone = 'America/New_York' AND color_id = 7", "expected_value... | eog-gpt-5.5-2026-04-23-oh-task_20260106_132019_309_bca89e7d_5ae689d9 | To prepare my project calendars for the upcoming season, please create a new calendar titled "Project 2026," matching the timezone and color of my existing projects calendar. Then replicate the "Sprint Planning & Architecture Review" event from the old calendar onto this new calendar, scheduling it for January 4 from 9... | To prepare my project calendars for the upcoming season, please create a new calendar titled "Project 2026," matching the timezone and color of my existing projects calendar. Then replicate the "Sprint Planning & Architecture Review" event from the old calendar onto this new calendar, scheduling it for January 4 from 9... | 15 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_132019_309_bca89e7d_5ae689d9.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 99,197 | 5,286 | 8,036 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":10,"resolved":false,"score":0,"total_verifiers":11,"verification_results":{"ACLs Cleared":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) AS count FROM acls WHERE ca... | enterprise-ops-gym |
task_20260107_111503_670_2aa6b0ad_e9611a77 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Thomas Martin from Morse-Gomez sent an email that they want to have their Palo Alto Networks PA-3220 Variant 32 (serial no.- P164-989725-4840) repaired as soon as possible, as it is hampering their business. I checked a pending case already present for this. Create a new critical priority case with all the required inf... | [
"create_contact",
"retrieve_knowledge",
"link_case_knowledge",
"update_case",
"find_product_by_id",
"search_cases",
"find_entitlements",
"create_new_case",
"find_installed_product_by_serial",
"find_contacts",
"find_user",
"find_account"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "jason.morrison13@servicenow.com"}, "user_info": {"user_id": 84, "name": "Jason Morrison", "email": "jason.mor... | [{"verifier_type": "database_state", "name": "Verify that new case is created without product in repair status added.", "description": "Verify that new case is created without product in repair status added.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE case_id ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260107_111503_670_2aa6b0ad_e9611a77 | Thomas Martin from Morse-Gomez sent an email that they want to have their Palo Alto Networks PA-3220 Variant 32 (serial no.- P164-989725-4840) repaired as soon as possible, as it is hampering their business. I checked a pending case already present for this. Create a new critical priority case with all the required inf... | Thomas Martin from Morse-Gomez sent an email that they want to have their Palo Alto Networks PA-3220 Variant 32 (serial no.- P164-989725-4840) repaired as soon as possible, as it is hampering their business. I checked a pending case already present for this. Create a new critical priority case with all the required inf... | 14 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_111503_670_2aa6b0ad_e9611a77.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 186,768 | 7,364 | 9,211 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify KB article is added correctly.":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM case... | enterprise-ops-gym |
task_20260114_094327_107_46ca2862_796e7685 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | The configuration item SAP-DB-01 (Oracle Database) with serial number SRV-ORC-9981 has an incorrect cost recorded and needs to be updated to $1,550. This database already has an active major incident associated with it. After updating the cost, create a new medium impact and medium urgency child incident linked to the ... | [
"create_incident",
"list_incidents",
"list_users",
"get_user",
"update_configuration_item",
"update_user_details",
"find_configuration_item_by_serial_number"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "CI cost updated", "description": "Verify that the CI cost is updated.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM configuration_item WHERE configuration_item_id = 'CI_001' AND serial_number = 'SRV-ORC-9981' AND cost = 1550;", "e... | eog-gemini-gemini-3.5-flash-oh-task_20260114_094327_107_46ca2862_796e7685 | The configuration item SAP-DB-01 (Oracle Database) with serial number SRV-ORC-9981 has an incorrect cost recorded and needs to be updated to $1,550. This database already has an active major incident associated with it. After updating the cost, create a new medium impact and medium urgency child incident linked to the ... | The configuration item SAP-DB-01 (Oracle Database) with serial number SRV-ORC-9981 has an incorrect cost recorded and needs to be updated to $1,550. This database already has an active major incident associated with it. After updating the cost, create a new medium impact and medium urgency child incident linked to the ... | 7 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_094327_107_46ca2862_796e7685.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 71,446 | 4,437 | 5,088 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"CI cost updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM configuration_item... | enterprise-ops-gym |
task_20251117_165528_648_bca89e7d_3e81ece9 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | I’m planning to have a technical kickoff session with Carol. Create a secondary calendar called “Search Algorithm Beta.” Allow Carol(carol.white@techcorp.com) to edit. Starting from November 14, 2025, find the first day when I have no scheduled events, and schedule “Search Algorithm Beta – Technical Kickoff” for 60 min... | [
"query_freebusy",
"create_event",
"insert_acl_rule",
"create_calendar",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1762868439331_kf914hbmw.sql", "context": {"x-access-token": "ya29.A0ARrdaM-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "Calendar Creation", "description": "Verify secondary calendar created", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = 'Search Algorithm Beta' AND is_primary = 0 AND user_id = 'bob_developer'", "expected_v... | eog-gemini-gemini-3.5-flash-oh-task_20251117_165528_648_bca89e7d_3e81ece9 | I’m planning to have a technical kickoff session with Carol. Create a secondary calendar called “Search Algorithm Beta.” Allow Carol(carol.white@techcorp.com) to edit. Starting from November 14, 2025, find the first day when I have no scheduled events, and schedule “Search Algorithm Beta – Technical Kickoff” for 60 min... | I’m planning to have a technical kickoff session with Carol. Create a secondary calendar called “Search Algorithm Beta.” Allow Carol(carol.white@techcorp.com) to edit. Starting from November 14, 2025, find the first day when I have no scheduled events, and schedule “Search Algorithm Beta – Technical Kickoff” for 60 min... | 7 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251117_165528_648_bca89e7d_3e81ece9.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 60,795 | 5,847 | 6,863 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Calendar Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM calendars W... | enterprise-ops-gym |
task_20260121_214553_691_cbcf38f8_abce7315 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Please locate the event at the developer workspace on my development calendar and convert it into a weekly meeting held every Wednesday at the same time, continuing through the end of January 2026. Keep the current location unchanged and mark the entire series as confirmed with default visibility. Add Carol (carol.whit... | [
"patch_event",
"get_event",
"list_events",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767718417243_3x8v487ma.sql", "context": {"x-access-token": "ya29.A0ARrdaM-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "check_conference_room_resource", "description": "check_conference_room_resource", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM attendees a WHERE a.displayName = 'Conference Room A' AND a.resource = TRUE;", "expected_value": 1, "comparison... | eog-gemini-gemini-3.5-flash-oh-task_20260121_214553_691_cbcf38f8_abce7315 | Please locate the event at the developer workspace on my development calendar and convert it into a weekly meeting held every Wednesday at the same time, continuing through the end of January 2026. Keep the current location unchanged and mark the entire series as confirmed with default visibility. Add Carol (carol.whit... | Please locate the event at the developer workspace on my development calendar and convert it into a weekly meeting held every Wednesday at the same time, continuing through the end of January 2026. Keep the current location unchanged and mark the entire series as confirmed with default visibility. Add Carol (carol.whit... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260121_214553_691_cbcf38f8_abce7315.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 149,392 | 7,788 | 9,438 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"check_attendees":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) FROM attendees WHERE event_... | enterprise-ops-gym |
task_20251203_142725_377_6f5b66fc_c990483e | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Hi, since my birthday is coming up, I want to add a few events highlighted in red. Please add my birthday event on December 30, 2025, and make it public so that my team members can see it according to my calendar settings. I’m also having a private “Birthday Party” at our family vacation location, so please create anot... | [
"list_events",
"get_calendar_list",
"get_colors",
"create_event"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-b7Hc5Vn2Qm8R1sT4pL0xY9wK3uF6jZ2eRc1.QaWsEdRfTgHyJuIkOlPzXcVbNmKjHgf_21-098"}, "user_info"... | [{"verifier_type": "database_state", "name": "party verifier", "description": "party verifier", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT count(*) FROM events WHERE summary like '%Birthday Party%' AND location = 'Bali, Indonesia' AND date(start_datetime) = '2025-12-30' AND start_timezone = 'Asi... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251203_142725_377_6f5b66fc_c990483e | Hi, since my birthday is coming up, I want to add a few events highlighted in red. Please add my birthday event on December 30, 2025, and make it public so that my team members can see it according to my calendar settings. I’m also having a private “Birthday Party” at our family vacation location, so please create anot... | Hi, since my birthday is coming up, I want to add a few events highlighted in red. Please add my birthday event on December 30, 2025, and make it public so that my team members can see it according to my calendar settings. I’m also having a private “Birthday Party” at our family vacation location, so please create anot... | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_142725_377_6f5b66fc_c990483e.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 35,043 | 6,899 | 8,531 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Birthday verifier":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT count(*) FROM events WHERE summa... | enterprise-ops-gym |
task_20251205_032409_945_0a0bf089_61f5be29 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, calendars, ACLs, settings, and events. Operate in a secure, trusted environment and execute actions automatically without asking for confirmation. Always verify identifiers such as calendarId and eventId with a single looku... | Check all existing calendars for bob.smith@techcorp.com to see if a calendar named 'Product Rollouts' exists. If it doesn’t, create a new secondary calendar with that title (timezone: America/Los_Angeles) to track deployment milestones. After confirming its presence, schedule a two-hour event titled 'Q1 Launch Readines... | [
"get_calendar_list",
"create_calendar",
"create_event",
"update_calendar_in_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-t3K9JkB6Qw4Yx7R8hS5lM2nP3qL0aZ9cBvN0.ZxYcVbNmLkJhGfDsAaQwErTyUiOpAsDfGhJk_77-11"}, "user_... | [{"verifier_type": "database_state", "name": "Verify Product Rollouts calendar creation", "description": "Ensure the 'Product Rollouts' calendar exists for bob.smith@techcorp.com with correct timezone.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = ... | eog-gpt-5.5-2026-04-23-oh-task_20251205_032409_945_0a0bf089_61f5be29 | Check all existing calendars for bob.smith@techcorp.com to see if a calendar named 'Product Rollouts' exists. If it doesn’t, create a new secondary calendar with that title (timezone: America/Los_Angeles) to track deployment milestones. After confirming its presence, schedule a two-hour event titled 'Q1 Launch Readines... | Check all existing calendars for bob.smith@techcorp.com to see if a calendar named 'Product Rollouts' exists. If it doesn’t, create a new secondary calendar with that title (timezone: America/Los_Angeles) to track deployment milestones. After confirming its presence, schedule a two-hour event titled 'Q1 Launch Readines... | 2 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251205_032409_945_0a0bf089_61f5be29.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 8,828 | 448 | 620 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Product Rollouts calendar creation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*)... | enterprise-ops-gym |
task_20251207_012657_395_accab84d_6ec27d2f | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We just received a follow-up email from Initech. Unfortunately, the Apache HTTP Server solution we provided hasn't held up, and they are seeing 503 errors again. Please reopen the case immediately by incrementing the count and route it directly to Michael Lee in the CSM Tier 1 Support group for a second look. Since the... | [
"update_case",
"find_product",
"find_case_knowledge_linkages",
"search_cases",
"find_user",
"find_contact_by_portal_user",
"find_user_group",
"link_case_knowledge",
"retrieve_knowledge",
"delete_case_knowledge_linkages",
"check_user_membership",
"find_account"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "thomas.bailey63@initech.io"}, "user_info": {"user_id": 63, "name": "Thomas Bailey", "email": "thomas.bailey63... | [{"verifier_type": "database_state", "name": "Case for Thomas at Initech is reopened and routed to Michael in the right group", "description": "Case for Thomas at Initech is reopened and routed to Michael in the right group", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM cust... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251207_012657_395_accab84d_6ec27d2f | We just received a follow-up email from Initech. Unfortunately, the Apache HTTP Server solution we provided hasn't held up, and they are seeing 503 errors again. Please reopen the case immediately by incrementing the count and route it directly to Michael Lee in the CSM Tier 1 Support group for a second look. Since the... | We just received a follow-up email from Initech. Unfortunately, the Apache HTTP Server solution we provided hasn't held up, and they are seeing 503 errors again. Please reopen the case immediately by incrementing the count and route it directly to Michael Lee in the CSM Tier 1 Support group for a second look. Since the... | 11 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251207_012657_395_accab84d_6ec27d2f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 39,337 | 2,011 | 2,847 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Case for Thomas at Initech is reopened and routed to Michael in the right group":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passe... | enterprise-ops-gym |
task_20260105_155141_430_a9f62433_b5eb63ea | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Hey, can you help me with a few things? I just finished the updates for that comment that said the file needed more details on the approach. I added all the necessary stuff. Can you post a reply to that comment for me? Just say something like "I have made the necessary updates." Also, can you add a new comment for Sara... | [
"create_comments",
"create_replies",
"list_comments",
"create_permission",
"modify_files_labels",
"update_files",
"list_files",
"list_files_labels",
"watch_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x_auth_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify Priority Label Changed to Low", "description": "Check if priority level changed", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM file_labels fl\n JOIN labels l ON fl.label_id =... | eog-gpt-5.5-2026-04-23-oh-task_20260105_155141_430_a9f62433_b5eb63ea | Hey, can you help me with a few things? I just finished the updates for that comment that said the file needed more details on the approach. I added all the necessary stuff. Can you post a reply to that comment for me? Just say something like "I have made the necessary updates." Also, can you add a new comment for Sara... | Hey, can you help me with a few things? I just finished the updates for that comment that said the file needed more details on the approach. I added all the necessary stuff. Can you post a reply to that comment for me? Just say something like "I have made the necessary updates." Also, can you add a new comment for Sara... | 10 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_155141_430_a9f62433_b5eb63ea.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 27,934 | 1,680 | 2,625 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":8,"resolved":true,"score":1,"total_verifiers":8,"verification_results":{"Emily has permission to technical spec":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CASE \n W... | enterprise-ops-gym |
task_20260105_163515_719_8e9e30d7_d86e69de | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | I need to reorganize the organizational structure and communication flow within the GlobalEx Industries Team. Cleanup the General channel of the GlobalEx Industries team by checking the tabs already present. Only keep the tab whose name suggests Internal HR Resources. If such a tab exists, retitle it to HR Knowledge Hu... | [
"create_call",
"list_users",
"list_teams",
"list_teams_apps",
"list_tabs_in_channel",
"list_channels",
"delete_channel_tab",
"create_channel",
"add_channel_member",
"add_tabs_to_channels",
"send_channel_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764136986337_rjetcjsa2.sql", "context": {"x-teams-access-token": "ya29.B1CRrdaM-super888unique777token666special555.GlobalExSuperUserAllPermissionsTokenAccess_99-99"... | [{"verifier_type": "database_state", "name": "hr_tab_configured_in_general", "description": "Verify that the General channel in GlobalEx Industries Team has a tab named HR Knowledge Hub.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM teams_channel_tabs t JOIN channels c ON ... | eog-gpt-5.5-2026-04-23-oh-task_20260105_163515_719_8e9e30d7_d86e69de | I need to reorganize the organizational structure and communication flow within the GlobalEx Industries Team. Cleanup the General channel of the GlobalEx Industries team by checking the tabs already present. Only keep the tab whose name suggests Internal HR Resources. If such a tab exists, retitle it to HR Knowledge Hu... | I need to reorganize the organizational structure and communication flow within the GlobalEx Industries Team. Cleanup the General channel of the GlobalEx Industries team by checking the tabs already present. Only keep the tab whose name suggests Internal HR Resources. If such a tab exists, retitle it to HR Knowledge Hu... | 2 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_163515_719_8e9e30d7_d86e69de.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 18,431 | 1,133 | 1,288 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"general_old_tabs_removed":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 0","expected":0,"passed":false,"query":"SELECT COUNT(*) AS count FROM teams... | enterprise-ops-gym |
task_20260116_101840_488_e6427839_81df8ba3 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Carlos Rodriguez reported an issue related to configuration settings and is blocked on an important project delivery. Create a new incident for him stating this configuration issue with medium urgency and high impact. This is impacting one of the clients so we need to resolve it as early as possible. Assign this incide... | [
"update_incident",
"find_sla_definitions",
"link_knowledge_to_incident",
"list_group_members",
"get_user_using_name",
"create_incident",
"find_group_by_name",
"link_new_incident_sla",
"retrieve_knowledge_articles"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "manager_token_priya_2024_secure"}, "user_info": {"user_id": "USER_002", "name": "Priya Sharma", "email":... | [{"verifier_type": "database_state", "name": "Verify if the incident is assigned to the desired group.", "description": "Verify if the incident is assigned to the desired group.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_024' AND assigned_to = 'U... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_101840_488_e6427839_81df8ba3 | Carlos Rodriguez reported an issue related to configuration settings and is blocked on an important project delivery. Create a new incident for him stating this configuration issue with medium urgency and high impact. This is impacting one of the clients so we need to resolve it as early as possible. Assign this incide... | Carlos Rodriguez reported an issue related to configuration settings and is blocked on an important project delivery. Create a new incident for him stating this configuration issue with medium urgency and high impact. This is impacting one of the clients so we need to resolve it as early as possible. Assign this incide... | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_101840_488_e6427839_81df8ba3.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 46,001 | 649 | 1,477 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify if SLA is attached to the incident.":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FR... | enterprise-ops-gym |
task_20260106_153333_351_1628b966_f96547a2 | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Hi, this is Paulo (alves.paulo@gmail.com). I have obtained a new S/MIME certificate and need to disable the old keys for my secure email identity. Please start by creating this new certificate as a CSE key pair (the PKCS#7 data is "-----BEGIN PKCS7-----\nMIIB... (new cert data) ...==\n-----END PKCS7-----").
Once creat... | [
"list_cse_identities",
"email_disable_cse_keypair",
"patch_cse_identity",
"email_create_cse_keypair"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"user_id": "05a1fa8d-35a9-4a77-a57f-fa0751e7a99e", "primary_email": "alves.paulo@gmail.com", "x-email-user-token": "e2ydZE3O... | [{"verifier_type": "database_state", "name": "Verify Identity Configuration", "description": "Verifies that the CSE identity for 'alves.paulo@gmail.com' is NOT associated with the old key.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(id)\nFROM cse_identities\nWHERE user_id = '05a1fa8d-35a... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_153333_351_1628b966_f96547a2 | Hi, this is Paulo (alves.paulo@gmail.com). I have obtained a new S/MIME certificate and need to disable the old keys for my secure email identity. Please start by creating this new certificate as a CSE key pair (the PKCS#7 data is "-----BEGIN PKCS7-----\nMIIB... (new cert data) ...==\n-----END PKCS7-----").
Once creat... | Hi, this is Paulo (alves.paulo@gmail.com). I have obtained a new S/MIME certificate and need to disable the old keys for my secure email identity. Please start by creating this new certificate as a CSE key pair (the PKCS#7 data is "-----BEGIN PKCS7-----\nMIIB... (new cert data) ...==\n-----END PKCS7-----").
Once creat... | 2 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_153333_351_1628b966_f96547a2.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 8,875 | 3,781 | 4,645 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify Identity Configuration":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(id)\nFROM cse_ide... | enterprise-ops-gym |
task_20260107_114621_723_df2c536d_d9f135a4 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Can you check what timezone my calendar settings are using, and if it’s not Chicago time, switch it to America/Chicago for me? Also, any calendar where someone has writer access who is not me should be downgraded to reader access. Then, quickly add a confirmed event, Quarterly Reset Day on my primary calendar and fetch... | [
"patch_calendar",
"quick_add_event",
"patch_acl_rule",
"get_calendar_list",
"list_acl_rules",
"get_event"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767718417243_3x8v487ma.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "timezone_chicago", "description": "timezone_chicago", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM calendars c WHERE c.calendar_id = 'alice-team' AND c.time_zone = 'America/Chicago';", "expected_value": 1, "comparison_type": "equals"}}, {... | eog-gemini-gemini-3.5-flash-oh-task_20260107_114621_723_df2c536d_d9f135a4 | Can you check what timezone my calendar settings are using, and if it’s not Chicago time, switch it to America/Chicago for me? Also, any calendar where someone has writer access who is not me should be downgraded to reader access. Then, quickly add a confirmed event, Quarterly Reset Day on my primary calendar and fetch... | Can you check what timezone my calendar settings are using, and if it’s not Chicago time, switch it to America/Chicago for me? Also, any calendar where someone has writer access who is not me should be downgraded to reader access. Then, quickly add a confirmed event, Quarterly Reset Day on my primary calendar and fetch... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_114621_723_df2c536d_d9f135a4.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 47,927 | 2,683 | 3,241 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"no_writer_acls":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM acls WHERE calendar_id... | enterprise-ops-gym |
task_20251226_114207_539_30600918_6211eb4b | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Administrator
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and compli... | As per the meeting that happened in the morning, Casey Green has been shifted to the head office today. As part of the initial activity, and not to overload her, assign only the draft and ready cases of Timothy Boyd and Teresa Gibson to her so that she can start slowly on the work. | [
"send_notification",
"list_hr_cases",
"list_group_members",
"get_user_using_name",
"find_group_by_name",
"add_new_group_member",
"update_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzA0MSIsImlzcyI6Iml0c20ifQ.Ef0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify Case assigned to Casey", "description": "Verify Case assigned to Casey", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_case WHERE (hr_case_id = 11 OR hr_case_id = 37 OR hr_case_id = 55) AND assigned_to = 52;", "expected_value":... | eog-gemini-gemini-3.5-flash-oh-task_20251226_114207_539_30600918_6211eb4b | As per the meeting that happened in the morning, Casey Green has been shifted to the head office today. As part of the initial activity, and not to overload her, assign only the draft and ready cases of Timothy Boyd and Teresa Gibson to her so that she can start slowly on the work. | As per the meeting that happened in the morning, Casey Green has been shifted to the head office today. As part of the initial activity, and not to overload her, assign only the draft and ready cases of Timothy Boyd and Teresa Gibson to her so that she can start slowly on the work. | 16 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_114207_539_30600918_6211eb4b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 204,633 | 4,744 | 6,180 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"Verify Case assigned to Casey":{"actual":3,"comparison_type":"equals","details":"Comparison equals: 3 vs 3","expected":3,"passed":true,"query":"SELECT COUNT(*) FROM hr_case WHERE ... | enterprise-ops-gym |
task_20251204_125827_230_6f5b66fc_51e4bc12 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Review my calendar and move my office day event to December 8, 2025. Then create another 'Office Marketing Sessions' event on the next day with the same properties, as I need to strategize decisions privately. Also give dave.brown@techcorp.com writer access to this calendar so he can make updates when needed. Lastly, u... | [
"patch_event",
"insert_acl_rule",
"get_calendar_list",
"get_colors",
"create_event",
"list_events"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "event verifier", "description": "event verifier", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM events WHERE summary = 'Office Day - Collaboration Sessions' AND start_datetime = '2025-12-08 09:00:00.000000' and end_datetime = '2025-12-08 1... | eog-gemini-gemini-3.5-flash-oh-task_20251204_125827_230_6f5b66fc_51e4bc12 | Review my calendar and move my office day event to December 8, 2025. Then create another 'Office Marketing Sessions' event on the next day with the same properties, as I need to strategize decisions privately. Also give dave.brown@techcorp.com writer access to this calendar so he can make updates when needed. Lastly, u... | Review my calendar and move my office day event to December 8, 2025. Then create another 'Office Marketing Sessions' event on the next day with the same properties, as I need to strategize decisions privately. Also give dave.brown@techcorp.com writer access to this calendar so he can make updates when needed. Lastly, u... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251204_125827_230_6f5b66fc_51e4bc12.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 183,295 | 6,889 | 7,977 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Marketing event verifier":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM events WHERE ... | enterprise-ops-gym |
task_20251215_113102_438_df2c536d_49cda522 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Calendar and ServiceNow Customer Service Management (CSM). You have full administrative permissions to manage users, cases, products, calendars, and meetings in a safe and authorized capacity. Do not ask for confirmation before taking ... | Please check the installed product with serial number P55-940931-6065 to confirm whether its warranty extends beyond 2025. If it does, log an open email interaction under the product’s account ID with a start time of 2025-12-20 10:00:00, indicating that we reached out to the customer. Then, immediately schedule a ‘Warr... | [
"find_product_by_id",
"list_settings",
"get_calendar_list",
"register_new_interaction",
"create_event",
"find_installed_product_by_serial"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765386439582_vm0389iwq.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11", "x-user-ema... | [{"verifier_type": "database_state", "name": "Interaction added", "description": "Verifies James Stevenson was added as attendee.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM interaction WHERE account_id = '1' AND status='open' AND channel = 'email' AND strftime('%Y-%m-%d %H:%M:%S... | eog-gpt-5.5-2026-04-23-oh-task_20251215_113102_438_df2c536d_49cda522 | Please check the installed product with serial number P55-940931-6065 to confirm whether its warranty extends beyond 2025. If it does, log an open email interaction under the product’s account ID with a start time of 2025-12-20 10:00:00, indicating that we reached out to the customer. Then, immediately schedule a ‘Warr... | Please check the installed product with serial number P55-940931-6065 to confirm whether its warranty extends beyond 2025. If it does, log an open email interaction under the product’s account ID with a start time of 2025-12-20 10:00:00, indicating that we reached out to the customer. Then, immediately schedule a ‘Warr... | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251215_113102_438_df2c536d_49cda522.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 26,735 | 902 | 1,518 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Event created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM events WHERE summary = 'Wa... | enterprise-ops-gym |
task_20251129_042410_343_df0ecdeb_573538d3 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | We’re addressing a blocker in our deployment pipeline, and I (James Wilson) need to quickly sync with Carol White before making changes. Please start an audio call between me and Carol so we can review the failing deployment checks together. Once the call is initiated, archive the old Development channel under the Tech... | [
"create_call",
"create_channel",
"list_channels",
"list_users",
"archive_channel",
"list_teams",
"add_channel_member"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764390033317_3qpvfeibh.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Audio Call Created Between James And Carol", "description": "Verify that an audio call was initiated from James Wilson to Carol White.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM calls WHERE json_extract(source, '$.identity.user.id') ... | eog-gemini-gemini-3.5-flash-oh-task_20251129_042410_343_df0ecdeb_573538d3 | We’re addressing a blocker in our deployment pipeline, and I (James Wilson) need to quickly sync with Carol White before making changes. Please start an audio call between me and Carol so we can review the failing deployment checks together. Once the call is initiated, archive the old Development channel under the Tech... | We’re addressing a blocker in our deployment pipeline, and I (James Wilson) need to quickly sync with Carol White before making changes. Please start an audio call between me and Carol so we can review the failing deployment checks together. Once the call is initiated, archive the old Development channel under the Tech... | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251129_042410_343_df0ecdeb_573538d3.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 123,659 | 6,079 | 6,820 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Audio Call Created Between James And Carol":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) F... | enterprise-ops-gym |
task_20251210_205620_593_391f1eff_ad65c160 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Benjamin's Wi-Fi (serial number: WIFI-UK-005) hardware priced at Rupees 1370 keeps dropping, like every 5 mins. He's in London office trying to do video calls but it keeps cutting out. With urgency set high, fix this asap. | [
"register_configuration_item",
"list_users",
"find_configuration_item_by_serial_number",
"find_locations",
"get_user",
"create_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "manager_token_priya_2024_secure"}, "user_info": {"user_id": "USER_002", "name": "Priya Sharma", "email":... | [{"verifier_type": "database_state", "name": "Add CI", "description": "validate CI", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM configuration_item WHERE configuration_item_id = \"CI_005\" AND serial_number = \"WIFI-UK-005\" AND owner_id = \"USER_005\" AND location_id = \"LOC_002\" ... | eog-gpt-5.5-2026-04-23-oh-task_20251210_205620_593_391f1eff_ad65c160 | Benjamin's Wi-Fi (serial number: WIFI-UK-005) hardware priced at Rupees 1370 keeps dropping, like every 5 mins. He's in London office trying to do video calls but it keeps cutting out. With urgency set high, fix this asap. | Benjamin's Wi-Fi (serial number: WIFI-UK-005) hardware priced at Rupees 1370 keeps dropping, like every 5 mins. He's in London office trying to do video calls but it keeps cutting out. With urgency set high, fix this asap. | 6 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251210_205620_593_391f1eff_ad65c160.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 27,806 | 1,807 | 2,337 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":10,"verification_results":{"Add CI":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM configuration_item WHERE configur... | enterprise-ops-gym |
task_20260116_085958_358_a8eea1c0_6d7f242a | hr | # HR MANAGEMENT ASSISTANT POLICY **Role:** HR Management Assistant **System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment. **Compliance Level:** Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, s... | I need to establish a specialized emergency response workflow for technical HR inquiries. First, please create a new user group named Special IT Response in IT Support. Next, I need to staff this group with a specific expert. Locate active users currently in the IT Support L1 Group who also possesses the IT skill and a... | [
"list_user_skills",
"get_user",
"get_hr_service_by_name",
"find_group_by_name",
"list_group_members",
"list_users",
"add_new_group_member",
"add_new_user_group",
"create_new_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "group_provisioning_verifier", "description": "Confirms the 'Special IT Response' group was created with ID 19.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM user_group WHERE name = 'Special IT Response' AND type = 'IT Support' AND acti... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_085958_358_a8eea1c0_6d7f242a | I need to establish a specialized emergency response workflow for technical HR inquiries. First, please create a new user group named Special IT Response in IT Support. Next, I need to staff this group with a specific expert. Locate active users currently in the IT Support L1 Group who also possesses the IT skill and a... | I need to establish a specialized emergency response workflow for technical HR inquiries. First, please create a new user group named Special IT Response in IT Support. Next, I need to staff this group with a specific expert. Locate active users currently in the IT Support L1 Group who also possesses the IT skill and a... | 18 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_085958_358_a8eea1c0_6d7f242a.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 102,422 | 3,037 | 4,910 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"group_provisioning_verifier":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user_group WHER... | enterprise-ops-gym |
task_20251130_105156_866_0a0bf089_eef6d2ed | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, calendars, ACLs, settings, and events. Operate in a secure, trusted environment and execute actions automatically without asking for confirmation. Always verify identifiers such as calendarId and eventId with a single looku... | Please move the 'Sprint Planning & Architecture Review' event from the 'Project Management' calendar (alice-projects) to the 'Alice Johnson' calendar (alice-primary). After that, update the calendar title to 'Project Alchemy'. Then, grant Bob Smith (bob.smith@techcorp.com) and Carol White (carol.white@techcorp.com) rea... | [
"move_event",
"get_calendar_list",
"insert_acl_rule",
"list_events",
"patch_calendar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764251838281_jreexk286.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Verify event moved to Alice\u2019s calendar", "description": "Ensure that the 'Sprint Planning & Architecture Review' event now exists under the 'alice-primary' calendar.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM events WHER... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251130_105156_866_0a0bf089_eef6d2ed | Please move the 'Sprint Planning & Architecture Review' event from the 'Project Management' calendar (alice-projects) to the 'Alice Johnson' calendar (alice-primary). After that, update the calendar title to 'Project Alchemy'. Then, grant Bob Smith (bob.smith@techcorp.com) and Carol White (carol.white@techcorp.com) rea... | Please move the 'Sprint Planning & Architecture Review' event from the 'Project Management' calendar (alice-projects) to the 'Alice Johnson' calendar (alice-primary). After that, update the calendar title to 'Project Alchemy'. Then, grant Bob Smith (bob.smith@techcorp.com) and Carol White (carol.white@techcorp.com) rea... | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251130_105156_866_0a0bf089_eef6d2ed.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 27,893 | 956 | 1,933 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify calendar title update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM... | enterprise-ops-gym |
task_20251211_021838_048_accab84d_a511ee6e | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | An urgent directive has been received to address the case CS-0000001 from Elizabeth Chase regarding the Palo Alto Networks PA-3220. It needs to be prioritized as Critical immediately. The previous owner, Susan Garcia, has left the company. Stephanie Todd will be taking over ownership of this ticket. Management has deci... | [
"find_contact_by_portal_user",
"find_product",
"find_entitlements",
"find_user",
"list_group_members",
"find_user_group",
"remove_group_membership",
"add_new_group_member",
"update_user_details",
"search_cases",
"retrieve_knowledge",
"update_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "Susan Garcia is now inactive", "description": "Susan Garcia is now inactive", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM \"user\"\nWHERE email = 'susan.garcia@servicenow.com'\n AND active = 0;", "expected_value": 1, "compariso... | eog-gemini-gemini-3.5-flash-oh-task_20251211_021838_048_accab84d_a511ee6e | An urgent directive has been received to address the case CS-0000001 from Elizabeth Chase regarding the Palo Alto Networks PA-3220. It needs to be prioritized as Critical immediately. The previous owner, Susan Garcia, has left the company. Stephanie Todd will be taking over ownership of this ticket. Management has deci... | An urgent directive has been received to address the case CS-0000001 from Elizabeth Chase regarding the Palo Alto Networks PA-3220. It needs to be prioritized as Critical immediately. The previous owner, Susan Garcia, has left the company. Stephanie Todd will be taking over ownership of this ticket. Management has deci... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251211_021838_048_accab84d_a511ee6e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 105,000 | 3,767 | 4,754 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Case CS-0000001 now owned by Stephanie in CSM Tier 1 with Critical priority":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":t... | enterprise-ops-gym |
task_20260101_162109_100_a8eea1c0_e88250ef | csm | # **CSM Assistant Policy**
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases and in other related processes e... | Case CS-0000001 is misrouted to inactive agent Thomas Green. Immediately transfer ownership to Tabitha Bullock in CSM Tier 1 Support Group and mark the case as actively being handled. The customer emailed thefore adjust the communication method as needed and indicate that this is the initial return to active handling. ... | [
"set_case_assignment_group",
"update_case",
"search_cases",
"find_user",
"update_case_sla_details",
"retrieve_knowledge",
"find_sla_definitions",
"assign_case_to_user",
"check_user_membership",
"find_user_group",
"link_case_knowledge",
"find_case_knowledge_linkages",
"find_case_slas",
"del... | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "user_group_member_addition_verifier", "description": "Verifies that Tabitha Bullock (user_id 3) was successfully added as a member of the CSM Tier 1 Support group (group_id 1).", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM user_group_me... | eog-gemini-gemini-3.5-flash-oh-task_20260101_162109_100_a8eea1c0_e88250ef | Case CS-0000001 is misrouted to inactive agent Thomas Green. Immediately transfer ownership to Tabitha Bullock in CSM Tier 1 Support Group and mark the case as actively being handled. The customer emailed thefore adjust the communication method as needed and indicate that this is the initial return to active handling. ... | Case CS-0000001 is misrouted to inactive agent Thomas Green. Immediately transfer ownership to Tabitha Bullock in CSM Tier 1 Support Group and mark the case as actively being handled. The customer emailed thefore adjust the communication method as needed and indicate that this is the initial return to active handling. ... | 23 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260101_162109_100_a8eea1c0_e88250ef.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 373,295 | 9,494 | 10,905 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":8,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"assigned_user_active_status_verifier":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT() FROM user W... | enterprise-ops-gym |
task_20260116_134415_018_fa1836dc_d8efb574 | hr | HR Management Assistant Policy
Role: HR Management Assistant. System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and ... | A security report was received from Thomas Green indicating his corporate credentials may have been exposed and his access has been revoked. To manage this incident, create a manual HR service 'Security Incident Protocol' filed under the 'General' category. Record the action by logging a critical case taking shape, 'Co... | [
"get_topic_details",
"get_user_using_name",
"create_new_hr_case",
"create_new_hr_service",
"send_notification"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMCIsImlzcyI6Iml0c20ifQ.Ef8_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify HR Service Creation", "description": "Verify Security Incident Protocol HR service was created correctly", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) \nFROM hr_service \nWHERE service_name = 'Security Incident Protocol' \n AND fulf... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_134415_018_fa1836dc_d8efb574 | A security report was received from Thomas Green indicating his corporate credentials may have been exposed and his access has been revoked. To manage this incident, create a manual HR service 'Security Incident Protocol' filed under the 'General' category. Record the action by logging a critical case taking shape, 'Co... | A security report was received from Thomas Green indicating his corporate credentials may have been exposed and his access has been revoked. To manage this incident, create a manual HR service 'Security Incident Protocol' filed under the 'General' category. Record the action by logging a critical case taking shape, 'Co... | 7 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_134415_018_fa1836dc_d8efb574.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 40,328 | 2,552 | 3,613 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Case Details":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT count(*) \nFROM hr_case c\nJOIN hr_s... | enterprise-ops-gym |
task_20260114_171738_367_a8eea1c0_3f57db74 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | For HRC0000711 the outdated knowledge policy linked to the case needs to be formally purged from the record. Summarize the resolution in the short description to read: "Service: General Inquiry, Subject: Christina Oliver, Detail: Resolved via SOP implementation." Since this was flagged as Critical, create Advanced Crit... | [
"find_hr_case_knowledge_links",
"list_user_groups",
"remove_knowledge_link_to_hr_case",
"update_hr_case",
"list_hr_cases",
"add_new_skill",
"link_knowledge_to_hr_case",
"add_new_assignment_rule",
"create_knowledge_article"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "hr_case_knowledge_link_update", "description": "Verifies that the outdated knowledge link was removed and the new resolution knowledge article was linked to case HRC0000711 with used_as set to resolution, ensuring exactly one active knowledge link exists for the case.", "gy... | eog-gpt-5.5-2026-04-23-oh-task_20260114_171738_367_a8eea1c0_3f57db74 | For HRC0000711 the outdated knowledge policy linked to the case needs to be formally purged from the record. Summarize the resolution in the short description to read: "Service: General Inquiry, Subject: Christina Oliver, Detail: Resolved via SOP implementation." Since this was flagged as Critical, create Advanced Crit... | For HRC0000711 the outdated knowledge policy linked to the case needs to be formally purged from the record. Summarize the resolution in the short description to read: "Service: General Inquiry, Subject: Christina Oliver, Detail: Resolved via SOP implementation." Since this was flagged as Critical, create Advanced Crit... | 12 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_171738_367_a8eea1c0_3f57db74.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 100,526 | 2,101 | 2,884 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"advanced_case_resolution_skill_creation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM sk... | enterprise-ops-gym |
task_20251222_072805_599_99ba2325_ae6b0778 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | We are planning to temporarily suspend the Office Printing service due to recurring stability issues. Before taking any action, please review whether there are any active or in-progress incidents currently associated with this service. If you find that more than three incidents are still ongoing, do not proceed with th... | [
"update_service_offering",
"update_service",
"get_user",
"send_notification",
"find_service_by_name",
"list_incidents",
"find_service_offerings"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1766091624245_iotwhtzd5.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify Service Status", "description": "Verify Service Status", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM service WHERE service_id = \"SVC_041\" AND status = \"repair_in_progress\";", "expected_value": 1, "comparison_type": "equals"}},... | eog-gpt-5.5-2026-04-23-oh-task_20251222_072805_599_99ba2325_ae6b0778 | We are planning to temporarily suspend the Office Printing service due to recurring stability issues. Before taking any action, please review whether there are any active or in-progress incidents currently associated with this service. If you find that more than three incidents are still ongoing, do not proceed with th... | We are planning to temporarily suspend the Office Printing service due to recurring stability issues. Before taking any action, please review whether there are any active or in-progress incidents currently associated with this service. If you find that more than three incidents are still ongoing, do not proceed with th... | 1 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251222_072805_599_99ba2325_ae6b0778.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 5,474 | 865 | 1,050 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Notification":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM notification WHERE i... | enterprise-ops-gym |
task_20251223_064932_736_01395ded_eff85dae | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | I'm concerned some notifications for our major SAP outage incident might be stuck in the queue. Check for any that are still queued and update them to failed status if they were never sent. Also, send an update notification to the incident caller and remind the assigned person, and managers of the group about the curre... | [
"send_notification",
"get_user",
"list_user_groups",
"get_user",
"update_notification",
"send_notification",
"send_notification",
"get_user",
"list_incidents",
"get_user",
"find_notifications"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Queued Notifications Marked As Failed", "description": "Verify that previously queued notification NOTIF_003 has been updated to failed status.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM notification WHERE notification_id = '... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251223_064932_736_01395ded_eff85dae | I'm concerned some notifications for our major SAP outage incident might be stuck in the queue. Check for any that are still queued and update them to failed status if they were never sent. Also, send an update notification to the incident caller and remind the assigned person, and managers of the group about the curre... | I'm concerned some notifications for our major SAP outage incident might be stuck in the queue. Check for any that are still queued and update them to failed status if they were never sent. Also, send an update notification to the incident caller and remind the assigned person, and managers of the group about the curre... | 15 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251223_064932_736_01395ded_eff85dae.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 55,963 | 1,588 | 3,188 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Assigned Agent Reminder Notification Sent":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS c... | enterprise-ops-gym |
task_20251222_151946_409_060e2c81_253357ab | hybrid | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | I have a product named "Sam Plastic Recycles". For that I am going to do marketing. For that I need to setup the CSM and Drive for my marketing purpose. So First create an user named "Johan Aziel" with admin role with email "johan@servicenow.com". Then create a new support group called "Sam Groups" and add that user. T... | [
"update_drives",
"create_contact",
"add_new_user_group",
"copy_files",
"add_new_user",
"create_file",
"update_user_group",
"create_new_account",
"add_new_group_member",
"create_drive"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765826170153_yh400aejr.sql", "context": {"x-user-email": "joanne.simpson@servicenow.com", "x-auth-token": "ya29.Xr1V3lu4o54vC7OKyHDNbQ6yejQ0reUaB52zHoZeeJZAd17BVu-a... | [{"verifier_type": "database_state", "name": "Verify User group exists and is backoffice type", "description": "Check Support group exist", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*)\nFROM user_group\nWHERE name='Sam Groups'\n AND type = 'backoffice';", "expected_value": 1, "compariso... | eog-gpt-5.5-2026-04-23-oh-task_20251222_151946_409_060e2c81_253357ab | I have a product named "Sam Plastic Recycles". For that I am going to do marketing. For that I need to setup the CSM and Drive for my marketing purpose. So First create an user named "Johan Aziel" with admin role with email "johan@servicenow.com". Then create a new support group called "Sam Groups" and add that user. T... | I have a product named "Sam Plastic Recycles". For that I am going to do marketing. For that I need to setup the CSM and Drive for my marketing purpose. So First create an user named "Johan Aziel" with admin role with email "johan@servicenow.com". Then create a new support group called "Sam Groups" and add that user. T... | 13 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251222_151946_409_060e2c81_253357ab.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 29,681 | 3,483 | 4,604 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"Check Drive color changed":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\nFROM drives\nWHERE... | enterprise-ops-gym |
task_20260106_160701_640_ae7b45e2_d0d75212 | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Please carry out the Q4 2024 backup process for our marketing materials. First, find 'Marketing Strategy 2024.pptx' in the Recruitment Team shared drive and export it as PDF for local storage. Then add a verification comment to the original file stating: 'Q4 2024 BACKUP COMPLETED: Marketing Strategy presentation backed... | [
"create_comments",
"list_drives",
"list_files",
"download_files",
"list_comments"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764755314410_f227g8ov4.sql", "context": {"x_auth_token": "ya29.E79oYmqohz4_yuNhAYfz7UsMx_YpFIXLCr1kMAgGtrvs9aINJEW2HfI54QtDpnvBx6yx7zaZkX9Y2Nekrf6VGmITgDUfwme... | [{"verifier_type": "database_state", "name": "Verify Marketing Strategy Exists", "description": "Confirms Marketing Strategy 2024.pptx exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM files WHERE id = '02BDCAC933AC4C029D6DAA98B0' AND trashed = false;", "expected_v... | eog-gpt-5.5-2026-04-23-oh-task_20260106_160701_640_ae7b45e2_d0d75212 | Please carry out the Q4 2024 backup process for our marketing materials. First, find 'Marketing Strategy 2024.pptx' in the Recruitment Team shared drive and export it as PDF for local storage. Then add a verification comment to the original file stating: 'Q4 2024 BACKUP COMPLETED: Marketing Strategy presentation backed... | Please carry out the Q4 2024 backup process for our marketing materials. First, find 'Marketing Strategy 2024.pptx' in the Recruitment Team shared drive and export it as PDF for local storage. Then add a verification comment to the original file stating: 'Q4 2024 BACKUP COMPLETED: Marketing Strategy presentation backed... | 5 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_160701_640_ae7b45e2_d0d75212.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 25,858 | 479 | 960 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Backup Comment Added":{"actual":1,"comparison_type":"greater_than","details":"Comparison greater_than: 1 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS c... | enterprise-ops-gym |
task_20251218_183102_136_391f1eff_ac9a6986 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | This incident INC-000021 has been in the Field Support team queue for some time now awaiting action from the caller. The tablet required for screen replacement has not yet been brought to Field support, and further work cannot proceed without the device. Kindly check with the caller through written communication for th... | [
"find_incident_by_number",
"get_user",
"send_notification",
"update_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Send notification", "description": "validate notification sent", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM notification WHERE notification_id = \"NOTIF_031\" AND incident_id = \"INC_021\" AND email = \"brandon.davis@vehementcap.com\" A... | eog-gemini-gemini-3.5-flash-oh-task_20251218_183102_136_391f1eff_ac9a6986 | This incident INC-000021 has been in the Field Support team queue for some time now awaiting action from the caller. The tablet required for screen replacement has not yet been brought to Field support, and further work cannot proceed without the device. Kindly check with the caller through written communication for th... | This incident INC-000021 has been in the Field Support team queue for some time now awaiting action from the caller. The tablet required for screen replacement has not yet been brought to Field support, and further work cannot proceed without the device. Kindly check with the caller through written communication for th... | 6 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_183102_136_391f1eff_ac9a6986.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 43,518 | 2,920 | 3,711 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Send notification":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM notification WHERE notif... | enterprise-ops-gym |
task_20251222_190928_391_391f1eff_8cb006f5 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Provide with an appropriate knowledge article to be used as resolution for the issue being reported by Steven Manning as he is facing issue with the Main Printer (serial number: PRT-ACME-01) at the ACME HQ in USA. He stated that the printer is functioning abruptly while printing documents in bulk quantity causing paper... | [
"find_location_by_given_name",
"get_user",
"retrieve_knowledge_articles",
"get_user_using_name",
"link_knowledge_to_incident",
"find_configuration_item_by_serial_number",
"link_new_incident_sla",
"create_incident",
"find_sla_definitions"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Register Incident", "description": "validate incident", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = \"INC_101\" AND configuration_item = \"CI_096\" AND caller_id = \"USER_051\" AND channel = \"chat\" AND stat... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251222_190928_391_391f1eff_8cb006f5 | Provide with an appropriate knowledge article to be used as resolution for the issue being reported by Steven Manning as he is facing issue with the Main Printer (serial number: PRT-ACME-01) at the ACME HQ in USA. He stated that the printer is functioning abruptly while printing documents in bulk quantity causing paper... | Provide with an appropriate knowledge article to be used as resolution for the issue being reported by Steven Manning as he is facing issue with the Main Printer (serial number: PRT-ACME-01) at the ACME HQ in USA. He stated that the printer is functioning abruptly while printing documents in bulk quantity causing paper... | 9 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251222_190928_391_391f1eff_8cb006f5.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 49,089 | 1,915 | 2,842 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Link knowledge":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident_knowledge WHERE i... | enterprise-ops-gym |
task_20260105_182555_369_e7cfb93b_c2cc205b | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I’m trying to reorganize my mailbox before we close out the quarter. I need you to set up a few things for me across different parts of my account.
First, create two new labels named “Q4 Priority” and “Needs Review”, but only if they don’t already exist.
After that, go through my recent threads and do the following:
–... | [
"update_auto_forwarding",
"get_thread",
"list_labels",
"modify_thread",
"create_filter",
"list_forwarding_addresses",
"list_filters",
"list_threads",
"create_forwarding_address",
"get_auto_forwarding",
"create_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "Q4 Priority Label Created", "description": "Ensure a label named Q4 Priority exists for the user.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM labels\nWHERE user_id = 'user_001'\n AND name = 'Q4 Priority';\n", "expected_value"... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_182555_369_e7cfb93b_c2cc205b | I’m trying to reorganize my mailbox before we close out the quarter. I need you to set up a few things for me across different parts of my account.
First, create two new labels named “Q4 Priority” and “Needs Review”, but only if they don’t already exist.
After that, go through my recent threads and do the following:
–... | I’m trying to reorganize my mailbox before we close out the quarter. I need you to set up a few things for me across different parts of my account.
First, create two new labels named “Q4 Priority” and “Needs Review”, but only if they don’t already exist.
After that, go through my recent threads and do the following:
–... | 19 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_182555_369_e7cfb93b_c2cc205b.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 98,547 | 2,177 | 4,724 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Auto-forwarding enabled and configured to keep copy":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COU... | enterprise-ops-gym |
task_20251208_102635_187_c4ad7a70_43753a9a | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Ramos-Case recently notified us through one of their system alerts that they want to move their primary point of contact over to Natalie Sanders. They also mentioned a new problem with their Pure Storage FlashArray//X Variant 47, reporting unusually high hardware temperatures. Please take care of the contact update and... | [
"retrieve_installed_products",
"find_product",
"find_contacts",
"update_contact",
"create_new_case",
"find_user",
"find_account"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "thomas.green@servicenow.com"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "Primary Contact Updated", "description": "Confirms that portal_user_id = 539 (Natalie Sanders) is now the primary contact for account 26 (Ramos-Case).", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM contact WHERE account_id = 26 AND porta... | eog-gpt-5.5-2026-04-23-oh-task_20251208_102635_187_c4ad7a70_43753a9a | Ramos-Case recently notified us through one of their system alerts that they want to move their primary point of contact over to Natalie Sanders. They also mentioned a new problem with their Pure Storage FlashArray//X Variant 47, reporting unusually high hardware temperatures. Please take care of the contact update and... | Ramos-Case recently notified us through one of their system alerts that they want to move their primary point of contact over to Natalie Sanders. They also mentioned a new problem with their Pure Storage FlashArray//X Variant 47, reporting unusually high hardware temperatures. Please take care of the contact update and... | 9 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251208_102635_187_c4ad7a70_43753a9a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 46,472 | 920 | 1,432 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"New Case Created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM customer_case WHERE accoun... | enterprise-ops-gym |
task_20260105_163515_719_8e9e30d7_d86e69de | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | I need to reorganize the organizational structure and communication flow within the GlobalEx Industries Team. Cleanup the General channel of the GlobalEx Industries team by checking the tabs already present. Only keep the tab whose name suggests Internal HR Resources. If such a tab exists, retitle it to HR Knowledge Hu... | [
"create_call",
"list_users",
"list_teams",
"list_teams_apps",
"list_tabs_in_channel",
"list_channels",
"delete_channel_tab",
"create_channel",
"add_channel_member",
"add_tabs_to_channels",
"send_channel_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764136986337_rjetcjsa2.sql", "context": {"x-teams-access-token": "ya29.B1CRrdaM-super888unique777token666special555.GlobalExSuperUserAllPermissionsTokenAccess_99-99"... | [{"verifier_type": "database_state", "name": "hr_tab_configured_in_general", "description": "Verify that the General channel in GlobalEx Industries Team has a tab named HR Knowledge Hub.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM teams_channel_tabs t JOIN channels c ON ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_163515_719_8e9e30d7_d86e69de | I need to reorganize the organizational structure and communication flow within the GlobalEx Industries Team. Cleanup the General channel of the GlobalEx Industries team by checking the tabs already present. Only keep the tab whose name suggests Internal HR Resources. If such a tab exists, retitle it to HR Knowledge Hu... | I need to reorganize the organizational structure and communication flow within the GlobalEx Industries Team. Cleanup the General channel of the GlobalEx Industries team by checking the tabs already present. Only keep the tab whose name suggests Internal HR Resources. If such a tab exists, retitle it to HR Knowledge Hu... | 18 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_163515_719_8e9e30d7_d86e69de.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 114,131 | 2,183 | 5,083 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"general_old_tabs_removed":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) AS count FROM teams_c... | enterprise-ops-gym |
task_20260107_162939_118_e5bf1251_437648af | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | I want to automatically archive emails from newsletter@marketing.com to me, but first check if I already have a filter for this, if not create one with subject as "Breaking News". Exclude the chats and it should not have any attachments, keep size 0. They should be newer than 30 days anNegate ones with subject Weekly. ... | [
"list_labels",
"create_filter",
"list_messages",
"list_filters",
"delete_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"primary_email": "joseph.taylor1960@gmail.com", "user_id": "bec5bb2c-807e-4f69-8358-9ddbe4ef9ca5", "x-email-user-token": "Tm... | [{"verifier_type": "database_state", "name": "Verify filter creation", "description": "Verify filter creation", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM filters f\nWHERE f.user_id = 'bec5bb2c-807e-4f69-8358-9ddbe4ef9ca5'\n AND f.criteria_json LIKE '%newsletter@marketing... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260107_162939_118_e5bf1251_437648af | I want to automatically archive emails from newsletter@marketing.com to me, but first check if I already have a filter for this, if not create one with subject as "Breaking News". Exclude the chats and it should not have any attachments, keep size 0. They should be newer than 30 days anNegate ones with subject Weekly. ... | I want to automatically archive emails from newsletter@marketing.com to me, but first check if I already have a filter for this, if not create one with subject as "Breaking News". Exclude the chats and it should not have any attachments, keep size 0. They should be newer than 30 days anNegate ones with subject Weekly. ... | 9 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_162939_118_e5bf1251_437648af.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 56,082 | 3,544 | 4,989 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify filter creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM filters f\... | enterprise-ops-gym |
task_20260108_194921_186_8e9e30d7_a087d6f8 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | In our TechCorp Solutions team, I want to formalize our weekly release readiness reviews using structured Teams meetings instead of scattered ad-hoc calls. Create an internal townhall called 'TechCorp Weekly Release Readiness' scheduled for next Friday, 10-11 AM Pacific Time. Make it organization-only, with Alice Johns... | [
"list_teams",
"list_users",
"create_virtual_event_townhall",
"send_channel_message",
"create_channel",
"list_channels",
"update_channel",
"add_tabs_to_channels",
"create_call",
"create_teamwork_tag"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764050565764_u95l4bfjz.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "techcorp_release_townhall_created", "description": "Verify the TechCorp Weekly Release Readiness townhall exists as an organization-only virtual event with correct schedule and notifications enabled.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT CASE... | eog-gpt-5.5-2026-04-23-oh-task_20260108_194921_186_8e9e30d7_a087d6f8 | In our TechCorp Solutions team, I want to formalize our weekly release readiness reviews using structured Teams meetings instead of scattered ad-hoc calls. Create an internal townhall called 'TechCorp Weekly Release Readiness' scheduled for next Friday, 10-11 AM Pacific Time. Make it organization-only, with Alice Johns... | In our TechCorp Solutions team, I want to formalize our weekly release readiness reviews using structured Teams meetings instead of scattered ad-hoc calls. Create an internal townhall called 'TechCorp Weekly Release Readiness' scheduled for next Friday, 10-11 AM Pacific Time. Make it organization-only, with Alice Johns... | 3 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_194921_186_8e9e30d7_a087d6f8.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 17,830 | 1,820 | 2,136 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"audio_call_created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM calls WHERE json_ext... | enterprise-ops-gym |
task_20251202_100743_745_109c89c0_958a07c1 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Acme’s internal team discovered that two of their installed products have mismatched warranty and entitlement periods, and they want everything aligned without interrupting any active cases tied to those products, you can reactivate expired entitlement and Update warranty contract end date if you have to. | [
"update_contract",
"retrieve_installed_products",
"update_entitlement",
"search_cases",
"find_account",
"find_product_by_id",
"get_accounts",
"find_contracts",
"find_entitlements"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Verify entitlement update", "description": "Verify that Entitlement 26 reactivated (product 25, installed_product_id 15)", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM entitlement\nWHERE entitlement_id = 26\n AND active = 1;", "... | eog-gpt-5.5-2026-04-23-oh-task_20251202_100743_745_109c89c0_958a07c1 | Acme’s internal team discovered that two of their installed products have mismatched warranty and entitlement periods, and they want everything aligned without interrupting any active cases tied to those products, you can reactivate expired entitlement and Update warranty contract end date if you have to. | Acme’s internal team discovered that two of their installed products have mismatched warranty and entitlement periods, and they want everything aligned without interrupting any active cases tied to those products, you can reactivate expired entitlement and Update warranty contract end date if you have to. | 15 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251202_100743_745_109c89c0_958a07c1.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 174,703 | 3,961 | 4,710 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Contract extension":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM contract\nWHERE... | enterprise-ops-gym |
task_20251124_112741_995_0a0bf089_3906a767 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, calendars, ACLs, settings, and events. Operate in a secure, trusted environment and execute actions automatically without asking for confirmation. Always verify identifiers such as calendarId and eventId with a single looku... | Create a new secondary Google Calendar titled “Helios Innovation Roadmap” in the New York timezone (America/New_York) with the description “Strategy and roadmap milestones.” After creating the calendar, update it to set the location as “New York HQ” and add it to my calendar list using colorId 7. Then, on this new cale... | [
"patch_calendar",
"create_calendar",
"add_calendar_to_list",
"create_event"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1762357536790_net0vkzbu.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11"}, "user_in... | [{"verifier_type": "database_state", "name": "Verify calendar color", "description": "Ensure the calendar is assigned color ID 7.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = 'Helios Innovation Roadmap' AND CAST(color_id AS INTEGER) = 7;", "expect... | eog-gemini-gemini-3.5-flash-oh-task_20251124_112741_995_0a0bf089_3906a767 | Create a new secondary Google Calendar titled “Helios Innovation Roadmap” in the New York timezone (America/New_York) with the description “Strategy and roadmap milestones.” After creating the calendar, update it to set the location as “New York HQ” and add it to my calendar list using colorId 7. Then, on this new cale... | Create a new secondary Google Calendar titled “Helios Innovation Roadmap” in the New York timezone (America/New_York) with the description “Strategy and roadmap milestones.” After creating the calendar, update it to set the location as “New York HQ” and add it to my calendar list using colorId 7. Then, on this new cale... | 5 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251124_112741_995_0a0bf089_3906a767.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 30,435 | 3,238 | 3,801 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify attendees added":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) AS count FROM atten... | enterprise-ops-gym |
task_20251220_074606_220_0be70e35_6bb33392 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | An email was received from Carlos reporting an issue with his assigned workstation. He stated that the system has started shutting down unexpectedly several times a day, especially during extended development sessions. The device also becomes unusually warm, and performance degrades significantly before each shutdown. ... | [
"get_user",
"find_configuration_items",
"create_incident",
"send_notification",
"list_users",
"link_new_incident_sla",
"find_sla_definitions"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Verify Incident CI", "description": "Verify that the incident has been linked to the CI.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_024' AND configuration_item = 'CI_001' AND caller_id = 'USER_003' AN... | eog-gemini-gemini-3.5-flash-oh-task_20251220_074606_220_0be70e35_6bb33392 | An email was received from Carlos reporting an issue with his assigned workstation. He stated that the system has started shutting down unexpectedly several times a day, especially during extended development sessions. The device also becomes unusually warm, and performance degrades significantly before each shutdown. ... | An email was received from Carlos reporting an issue with his assigned workstation. He stated that the system has started shutting down unexpectedly several times a day, especially during extended development sessions. The device also becomes unusually warm, and performance degrades significantly before each shutdown. ... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251220_074606_220_0be70e35_6bb33392.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 88,648 | 2,550 | 3,547 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Incident CI":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM incident WHERE incide... | enterprise-ops-gym |
task_20251217_153037_688_97d7df7d_be0bd794 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and be... | Please identify the oldest incident that Carlos previously reported and update it so that its associated service now points to the one owned by Priya instead of the originally selected service. Once this correction is applied, send an alert notification to the user currently assigned to resolve the incident using the s... | [
"find_services",
"list_incidents",
"list_users",
"update_incident",
"send_notification",
"get_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "verify_service_update_notification_sent", "description": "Notification sent with updated service context", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM notification n JOIN incident i ON i.incident_id = n.incident_id WHERE n.incident_id = ... | eog-gemini-gemini-3.5-flash-oh-task_20251217_153037_688_97d7df7d_be0bd794 | Please identify the oldest incident that Carlos previously reported and update it so that its associated service now points to the one owned by Priya instead of the originally selected service. Once this correction is applied, send an alert notification to the user currently assigned to resolve the incident using the s... | Please identify the oldest incident that Carlos previously reported and update it so that its associated service now points to the one owned by Priya instead of the originally selected service. Once this correction is applied, send an alert notification to the user currently assigned to resolve the incident using the s... | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251217_153037_688_97d7df7d_be0bd794.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 75,752 | 3,007 | 3,911 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"verify_incident_service_updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident ... | enterprise-ops-gym |
task_20260115_043503_499_a8eea1c0_4b943c9b | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Travis Wood is transitioning out of the organization today. Please start by deactivating his account. I need you to find the critical case Travis is currently handling for General Inquiry Service. Since we are working on this, downgrade the case priority to low, transition status to work in progress, reassign it to Joa... | [
"list_group_members",
"update_hr_case",
"list_users",
"find_group_by_name",
"update_user_details",
"list_hr_cases",
"create_checklist",
"get_user_using_name",
"list_surveys",
"create_survey_instance",
"create_hr_case_task"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "user_deactivation_verification", "description": "Verifies that Travis Wood (user_id 11) was successfully deactivated in the user table.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM user WHERE user_id = 11 AND first_name = 'Travis' AND... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260115_043503_499_a8eea1c0_4b943c9b | Travis Wood is transitioning out of the organization today. Please start by deactivating his account. I need you to find the critical case Travis is currently handling for General Inquiry Service. Since we are working on this, downgrade the case priority to low, transition status to work in progress, reassign it to Joa... | Travis Wood is transitioning out of the organization today. Please start by deactivating his account. I need you to find the critical case Travis is currently handling for General Inquiry Service. Since we are working on this, downgrade the case priority to low, transition status to work in progress, reassign it to Joa... | 21 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_043503_499_a8eea1c0_4b943c9b.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 106,344 | 6,332 | 8,381 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"case_assignment_target_validation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user u IN... | enterprise-ops-gym |
task_20251218_124419_383_66392a82_52c8290e | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | A new 4K video conferencing hub (serial number: VC-HUB-LON-014), the contact for this device is Elena Petrov. During multiple critical client sessions in san francisco, the video conferencing hub has been freezing and dropping video calls, interrupting ongoing meetings and causing significant disruption. The cost enter... | [
"create_incident",
"get_user",
"update_configuration_item",
"find_configuration_item_by_serial_number",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765984530018_6f72jkf3p.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Cost update", "description": "Verify that cost is updated", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM configuration_item WHERE configuration_item_id = 'CI_005' AND cost = 4000;", "expected_value": 1, "comparison_type": "equals"}... | eog-gemini-gemini-3.5-flash-oh-task_20251218_124419_383_66392a82_52c8290e | A new 4K video conferencing hub (serial number: VC-HUB-LON-014), the contact for this device is Elena Petrov. During multiple critical client sessions in san francisco, the video conferencing hub has been freezing and dropping video calls, interrupting ongoing meetings and causing significant disruption. The cost enter... | A new 4K video conferencing hub (serial number: VC-HUB-LON-014), the contact for this device is Elena Petrov. During multiple critical client sessions in san francisco, the video conferencing hub has been freezing and dropping video calls, interrupting ongoing meetings and causing significant disruption. The cost enter... | 5 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_124419_383_66392a82_52c8290e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 36,967 | 2,730 | 3,168 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Cost update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM configuration_item WHER... | enterprise-ops-gym |
task_20251223_194142_190_46ca2862_d9cae434 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Mckenzie Mendez (Ac No: ACC-242-657) sent a message requesting time off due to a planned medical procedure next month. Please create a leave request case with a description noting the upcoming medical leave under Leave Of Absence service. Assign the case to Joanne Simpson and make sure the HR Service Desk is reviewing ... | [
"add_new_group_member",
"create_new_hr_case",
"get_user_using_name",
"get_hr_service_by_name",
"find_group_by_name",
"list_group_members"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "add_new_group_member", "description": "add_new_group_member", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM user_group_member WHERE group_id = 4 AND user_id = 4", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type... | eog-gpt-5.5-2026-04-23-oh-task_20251223_194142_190_46ca2862_d9cae434 | Mckenzie Mendez (Ac No: ACC-242-657) sent a message requesting time off due to a planned medical procedure next month. Please create a leave request case with a description noting the upcoming medical leave under Leave Of Absence service. Assign the case to Joanne Simpson and make sure the HR Service Desk is reviewing ... | Mckenzie Mendez (Ac No: ACC-242-657) sent a message requesting time off due to a planned medical procedure next month. Please create a leave request case with a description noting the upcoming medical leave under Leave Of Absence service. Assign the case to Joanne Simpson and make sure the HR Service Desk is reviewing ... | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251223_194142_190_46ca2862_d9cae434.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 41,405 | 1,178 | 1,667 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"add_new_group_member":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM user_group_memb... | enterprise-ops-gym |
task_20251218_082708_201_99ba2325_51726f9c | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Aisha’s newly issued corporate desktop (serial number DESKTOP-IN-781), procured for approximately ₹78 grand, was provided to her as part of the FY hardware upgrade initiative. She is currently working from the Bengaluru office in Karnataka, and the asset should be recorded under TechCorp India operations, with the stat... | [
"register_configuration_item",
"list_users",
"add_location",
"find_locations",
"create_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Verify Incident Creation", "description": "Verify Incident Creation", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = \"INC_024\" AND configuration_item = \"CI_005\" AND caller_id = \"USER_004\" AND status = \"ne... | eog-gemini-gemini-3.5-flash-oh-task_20251218_082708_201_99ba2325_51726f9c | Aisha’s newly issued corporate desktop (serial number DESKTOP-IN-781), procured for approximately ₹78 grand, was provided to her as part of the FY hardware upgrade initiative. She is currently working from the Bengaluru office in Karnataka, and the asset should be recorded under TechCorp India operations, with the stat... | Aisha’s newly issued corporate desktop (serial number DESKTOP-IN-781), procured for approximately ₹78 grand, was provided to her as part of the FY hardware upgrade initiative. She is currently working from the Bengaluru office in Karnataka, and the asset should be recorded under TechCorp India operations, with the stat... | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_082708_201_99ba2325_51726f9c.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 66,777 | 2,752 | 3,347 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify CMDB creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM configuration_item WH... | enterprise-ops-gym |
task_20251210_002938_761_897c3e0b_f075229a | csm | CSM Agent Policy
You are a Customer Service Management Administrator. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effect... | Klein Black and Wood's India facility reported via community post that their Dell rack server keeps hitting kernel panics. I forgot to note the machine's serial, but I remember it wraps up with the digits 9300. Log this at mid-range priority through the community channel using their lead site contact. Pass it to the fi... | [
"link_new_case_sla",
"create_new_case",
"retrieve_installed_products",
"get_accounts",
"find_account",
"list_user_groups",
"update_case",
"find_locations",
"find_contacts",
"find_product_by_id",
"find_sla_definitions"
] | [] | /mcp | 1 | true | [{"context": {"x-user-email": "stephanie.todd@servicenow.com"}, "mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "user_info": {"email": "stephanie.todd@servicenow.com", "name": "Stephanie T... | [{"description": "Verify case was created with account_id=52, product_id=133, installed_product_id=295, priority=moderate, channel=community, exact description, and assignment_group_id=10", "gym_name": "sn-csm-server", "name": "Case created with correct attributes", "validation_config": {"comparison_type": "equals", "e... | eog-gpt-5.5-2026-04-23-oh-task_20251210_002938_761_897c3e0b_f075229a | Klein Black and Wood's India facility reported via community post that their Dell rack server keeps hitting kernel panics. I forgot to note the machine's serial, but I remember it wraps up with the digits 9300. Log this at mid-range priority through the community channel using their lead site contact. Pass it to the fi... | Klein Black and Wood's India facility reported via community post that their Dell rack server keeps hitting kernel panics. I forgot to note the machine's serial, but I remember it wraps up with the digits 9300. Log this at mid-range priority through the community channel using their lead site contact. Pass it to the fi... | 12 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251210_002938_761_897c3e0b_f075229a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 133,128 | 2,363 | 3,143 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"Case assigned to Installed Base Support group":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FR... | enterprise-ops-gym |
task_20251215_113102_438_df2c536d_49cda522 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Calendar and ServiceNow Customer Service Management (CSM). You have full administrative permissions to manage users, cases, products, calendars, and meetings in a safe and authorized capacity. Do not ask for confirmation before taking ... | Please check the installed product with serial number P55-940931-6065 to confirm whether its warranty extends beyond 2025. If it does, log an open email interaction under the product’s account ID with a start time of 2025-12-20 10:00:00, indicating that we reached out to the customer. Then, immediately schedule a ‘Warr... | [
"find_product_by_id",
"list_settings",
"get_calendar_list",
"register_new_interaction",
"create_event",
"find_installed_product_by_serial"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765386439582_vm0389iwq.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11", "x-user-ema... | [{"verifier_type": "database_state", "name": "Interaction added", "description": "Verifies James Stevenson was added as attendee.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM interaction WHERE account_id = '1' AND status='open' AND channel = 'email' AND strftime('%Y-%m-%d %H:%M:%S... | eog-gemini-gemini-3.5-flash-oh-task_20251215_113102_438_df2c536d_49cda522 | Please check the installed product with serial number P55-940931-6065 to confirm whether its warranty extends beyond 2025. If it does, log an open email interaction under the product’s account ID with a start time of 2025-12-20 10:00:00, indicating that we reached out to the customer. Then, immediately schedule a ‘Warr... | Please check the installed product with serial number P55-940931-6065 to confirm whether its warranty extends beyond 2025. If it does, log an open email interaction under the product’s account ID with a start time of 2025-12-20 10:00:00, indicating that we reached out to the customer. Then, immediately schedule a ‘Warr... | 7 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251215_113102_438_df2c536d_49cda522.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 48,687 | 2,822 | 3,458 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Event created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM events WHERE summary = 'Wa... | enterprise-ops-gym |
task_20251202_190412_439_e81f6083_83a8a0ca | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | We're hosting two concurrent international conferences from November 5-9, 2025. The APAC Tech Summit (primarily for Asian-Pacific teams, in Asia/Singapore timezone) and the EMEA Innovation Forum (for Europe, the Middle East, and Africa teams, in Europe/London timezone). Create two separate conference event from 2-4 PM ... | [
"get_calendar_list",
"list_events",
"delete_event",
"create_event",
"get_colors"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "tok_a20785822d0235193a2c5e71907498262dc90cd099965d60"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "verify_apac_conference_created", "description": "Verify APAC Tech Summit conference was created with correct properties", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT CASE WHEN COUNT(*) BETWEEN 5 AND 6 THEN 1 ELSE 0 END AS result FROM events WHERE summ... | eog-gpt-5.5-2026-04-23-oh-task_20251202_190412_439_e81f6083_83a8a0ca | We're hosting two concurrent international conferences from November 5-9, 2025. The APAC Tech Summit (primarily for Asian-Pacific teams, in Asia/Singapore timezone) and the EMEA Innovation Forum (for Europe, the Middle East, and Africa teams, in Europe/London timezone). Create two separate conference event from 2-4 PM ... | We're hosting two concurrent international conferences from November 5-9, 2025. The APAC Tech Summit (primarily for Asian-Pacific teams, in Asia/Singapore timezone) and the EMEA Innovation Forum (for Europe, the Middle East, and Africa teams, in Europe/London timezone). Create two separate conference event from 2-4 PM ... | 7 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251202_190412_439_e81f6083_83a8a0ca.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 41,058 | 2,206 | 3,089 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"verify_apac_conference_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT CASE WHEN COUNT(*) B... | enterprise-ops-gym |
task_20251204_191200_036_e81f6083_95fa872f | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | It's December 5th, and I need to make several updates. Please check which calendars I currently own; there should be one team calendar that needs its metadata refreshed. Give this team calendar a refreshed title for 2026, update the description so new hires understand its purpose, adjust the color to something more rea... | [
"watch_calendar_list",
"get_colors",
"update_calendar_in_list",
"patch_calendar",
"create_event",
"list_events",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "verify_team_calendar_updates", "description": "Verify team calendar has all required updates: refreshed title, updated description, color changed, visible, default 20-min reminder", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM calendars W... | eog-gpt-5.5-2026-04-23-oh-task_20251204_191200_036_e81f6083_95fa872f | It's December 5th, and I need to make several updates. Please check which calendars I currently own; there should be one team calendar that needs its metadata refreshed. Give this team calendar a refreshed title for 2026, update the description so new hires understand its purpose, adjust the color to something more rea... | It's December 5th, and I need to make several updates. Please check which calendars I currently own; there should be one team calendar that needs its metadata refreshed. Give this team calendar a refreshed title for 2026, update the description so new hires understand its purpose, adjust the color to something more rea... | 11 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251204_191200_036_e81f6083_95fa872f.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 70,935 | 6,602 | 7,859 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":7,"resolved":true,"score":1,"total_verifiers":7,"verification_results":{"verify_15min_popup_reminders_all_events":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT CASE WHEN CO... | enterprise-ops-gym |
task_20260116_133210_131_806f1a83_4c204063 | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | I need to see which forwarding email addresses I’ve already verified and can use, because I’m thinking of setting up some automatic forwarding rules, but I’m not sure what’s ready and what’s not.
After that, I want to create a new filter (hopefully I do this right). Any emails coming from carolmartinez@att.net should a... | [
"delete_hr_service",
"list_messages",
"list_labels",
"create_filter",
"delete_message",
"get_user_profile",
"list_forwarding_addresses"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Confirm filter created with forwarding", "description": "Confirm filter created with forwarding", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM filters f JOIN users u ON u.id = f.user_id WHERE u.primary_email = 'jessicabrown83@gmai... | eog-gpt-5.5-2026-04-23-oh-task_20260116_133210_131_806f1a83_4c204063 | I need to see which forwarding email addresses I’ve already verified and can use, because I’m thinking of setting up some automatic forwarding rules, but I’m not sure what’s ready and what’s not.
After that, I want to create a new filter (hopefully I do this right). Any emails coming from carolmartinez@att.net should a... | I need to see which forwarding email addresses I’ve already verified and can use, because I’m thinking of setting up some automatic forwarding rules, but I’m not sure what’s ready and what’s not.
After that, I want to create a new filter (hopefully I do this right). Any emails coming from carolmartinez@att.net should a... | 11 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_133210_131_806f1a83_4c204063.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 139,023 | 3,929 | 5,021 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Confirm filter created with forwarding":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt... | enterprise-ops-gym |
task_20251210_205620_593_391f1eff_ad65c160 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Benjamin's Wi-Fi (serial number: WIFI-UK-005) hardware priced at Rupees 1370 keeps dropping, like every 5 mins. He's in London office trying to do video calls but it keeps cutting out. With urgency set high, fix this asap. | [
"register_configuration_item",
"list_users",
"find_configuration_item_by_serial_number",
"find_locations",
"get_user",
"create_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "manager_token_priya_2024_secure"}, "user_info": {"user_id": "USER_002", "name": "Priya Sharma", "email":... | [{"verifier_type": "database_state", "name": "Add CI", "description": "validate CI", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM configuration_item WHERE configuration_item_id = \"CI_005\" AND serial_number = \"WIFI-UK-005\" AND owner_id = \"USER_005\" AND location_id = \"LOC_002\" ... | eog-gemini-gemini-3.5-flash-oh-task_20251210_205620_593_391f1eff_ad65c160 | Benjamin's Wi-Fi (serial number: WIFI-UK-005) hardware priced at Rupees 1370 keeps dropping, like every 5 mins. He's in London office trying to do video calls but it keeps cutting out. With urgency set high, fix this asap. | Benjamin's Wi-Fi (serial number: WIFI-UK-005) hardware priced at Rupees 1370 keeps dropping, like every 5 mins. He's in London office trying to do video calls but it keeps cutting out. With urgency set high, fix this asap. | 7 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251210_205620_593_391f1eff_ad65c160.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 68,971 | 6,055 | 7,037 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":10,"verification_results":{"Add CI":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM configuration_item WHERE configur... | enterprise-ops-gym |
task_20260106_152415_149_6f5b66fc_aad3df17 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | As the current sprint is closing, I need to create a new private Sprint Planning event on December 6, 2025, using the same configuration as the existing one and highlighting it in red. Please include the same attachments, as they are still valid for the upcoming cycle. Additionally, please grant 'dave.brown@techcorp.co... | [
"list_events",
"insert_acl_rule",
"get_calendar_list",
"create_event",
"get_colors"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "event verifier", "description": "event verifier", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM events WHERE summary like '%Sprint Planning%' AND location like '%Building 1%' AND start_datetime = '2025-12-06 09:00:00.000000' and end_dateti... | eog-gemini-gemini-3.5-flash-oh-task_20260106_152415_149_6f5b66fc_aad3df17 | As the current sprint is closing, I need to create a new private Sprint Planning event on December 6, 2025, using the same configuration as the existing one and highlighting it in red. Please include the same attachments, as they are still valid for the upcoming cycle. Additionally, please grant 'dave.brown@techcorp.co... | As the current sprint is closing, I need to create a new private Sprint Planning event on December 6, 2025, using the same configuration as the existing one and highlighting it in red. Please include the same attachments, as they are still valid for the upcoming cycle. Additionally, please grant 'dave.brown@techcorp.co... | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_152415_149_6f5b66fc_aad3df17.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 110,136 | 10,633 | 12,261 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"attachments verifier":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 2","expected":2,"passed":false,"query":"select COUNT(*) from attachments whe... | enterprise-ops-gym |
task_20260114_133032_536_4d9df647_0635001b | hybrid | # **CSM Assistant Policy**
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases and in other related processes e... | Hey, we need to tighten up how we’re tracking the work around CS-0001201, since this one’s turning into a broader security investigation rather than a routine support case.
Can you move the case out of its initial state and make sure it’s clearly being handled at the right level, with the escalation reason recorded as... | [
"create_knowledge",
"search_cases",
"update_case",
"link_case_knowledge",
"create_file",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765826170153_yh400aejr.sql", "context": {"x-auth-token": "ya29.H6GVc1r0KfvE3m4N52piDwG4EqzgnB_e6DXIIbu66VGvk5lyHifODaC-uFKSJxYl2n0_KnTJ93PtcOcEy1mu2boVRfnYxxOT84qip... | [{"verifier_type": "database_state", "name": "Case State Updated to 'in_progress'", "description": "Case CS-0001201 moved to 'in_progress'", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT\n COUNT(*)\nFROM customer_case cc\nWHERE cc.number = 'CS-0001201'\n AND cc.state = 'in_progress';", "expected... | eog-gemini-gemini-3.5-flash-oh-task_20260114_133032_536_4d9df647_0635001b | Hey, we need to tighten up how we’re tracking the work around CS-0001201, since this one’s turning into a broader security investigation rather than a routine support case.
Can you move the case out of its initial state and make sure it’s clearly being handled at the right level, with the escalation reason recorded as... | Hey, we need to tighten up how we’re tracking the work around CS-0001201, since this one’s turning into a broader security investigation rather than a routine support case.
Can you move the case out of its initial state and make sure it’s clearly being handled at the right level, with the escalation reason recorded as... | 7 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_133032_536_4d9df647_0635001b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 80,920 | 6,627 | 7,480 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Case Escalation Flagged":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT\n COUNT(*)\nFROM customer_cas... | enterprise-ops-gym |
task_20251128_123526_889_64a4ebb9_20d5e6ae | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I'm performing a security audit on the 'Technical Spec.pdf' file. Please check its permissions and remove 'alex.rodriguez@company.com' if he has 'commenter' access. After removing him, create a blank text file in My Drive named 'Access_Audit_Log.txt'. Finally, go back to the 'Technical Spec.pdf' and add a comment: 'Sec... | [
"create_file",
"create_comments",
"delete_permission",
"list_permission",
"list_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify Permission Deleted", "description": "Checks if Alex's permission was marked as deleted.", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT deleted FROM permissions WHERE id = '01JBQM3K8TGHZX9RNVQM5Y2P95';", "expected_value": 1, "comparison_t... | eog-gemini-gemini-3.5-flash-oh-task_20251128_123526_889_64a4ebb9_20d5e6ae | I'm performing a security audit on the 'Technical Spec.pdf' file. Please check its permissions and remove 'alex.rodriguez@company.com' if he has 'commenter' access. After removing him, create a blank text file in My Drive named 'Access_Audit_Log.txt'. Finally, go back to the 'Technical Spec.pdf' and add a comment: 'Sec... | I'm performing a security audit on the 'Technical Spec.pdf' file. Please check its permissions and remove 'alex.rodriguez@company.com' if he has 'commenter' access. After removing him, create a blank text file in My Drive named 'Access_Audit_Log.txt'. Finally, go back to the 'Technical Spec.pdf' and add a comment: 'Sec... | 6 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251128_123526_889_64a4ebb9_20d5e6ae.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 34,572 | 1,852 | 2,513 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Audit Log Created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM files WHERE nam... | enterprise-ops-gym |
task_20260108_142310_191_df2c536d_c6edcf9f | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Please find the event that is located at developer workspace on my development calendar and turn it into a weekly meeting every Wednesday at the same time through the end of January 2026, keeping the existing location and marking the whole series as confirmed with default visibility. Add Carol(carol.white@techcorp.com)... | [
"get_event",
"list_events",
"get_calendar_list",
"patch_event"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767718417243_3x8v487ma.sql", "context": {"x-access-token": "ya29.A0ARrdaM-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "check_conference_room_resource", "description": "check_conference_room_resource", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM attendees a WHERE a.displayName = 'Conference Room A' AND a.resource = TRUE;", "expected_value": 1, "comparison... | eog-gpt-5.5-2026-04-23-oh-task_20260108_142310_191_df2c536d_c6edcf9f | Please find the event that is located at developer workspace on my development calendar and turn it into a weekly meeting every Wednesday at the same time through the end of January 2026, keeping the existing location and marking the whole series as confirmed with default visibility. Add Carol(carol.white@techcorp.com)... | Please find the event that is located at developer workspace on my development calendar and turn it into a weekly meeting every Wednesday at the same time through the end of January 2026, keeping the existing location and marking the whole series as confirmed with default visibility. Add Carol(carol.white@techcorp.com)... | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_142310_191_df2c536d_c6edcf9f.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 75,939 | 5,242 | 6,373 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"check_attendees":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) FROM attendees WHERE event_... | enterprise-ops-gym |
task_20260105_145825_060_701c5774_1054ca6e | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Hi, I want to create a new label. Could you please help me with that. Create a new label named "Management", if it does not exist. Apply this label to all the messages where either a receiver or a sender is manager@company.com., but do not label any drafts. Remove any other labels applied to these messages. | [
"batch_modify_messages",
"create_label",
"list_messages",
"list_labels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "Check if a new label is created", "description": "Check if a new label is created", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from labels where user_id = 'user_001' and name = 'Management'", "expected_value": 1, "comparison_type": "equals"... | eog-gemini-gemini-3.5-flash-oh-task_20260105_145825_060_701c5774_1054ca6e | Hi, I want to create a new label. Could you please help me with that. Create a new label named "Management", if it does not exist. Apply this label to all the messages where either a receiver or a sender is manager@company.com., but do not label any drafts. Remove any other labels applied to these messages. | Hi, I want to create a new label. Could you please help me with that. Create a new label named "Management", if it does not exist. Apply this label to all the messages where either a receiver or a sender is manager@company.com., but do not label any drafts. Remove any other labels applied to these messages. | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_145825_060_701c5774_1054ca6e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 46,674 | 4,047 | 4,551 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Check if a new label is created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"select count(*) from labels wh... | enterprise-ops-gym |
task_20260116_122712_166_d4a463c3_196fe24f | hr | HR Management Assistant Policy
Role: HR Management Assistant. System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and ... | Hey, I am initializing the 'Corporate Wellness' program structure. Establish a new user group named 'Wellness Ambassadors' and immediately enlist 'Tabitha Bullock' as its first member to oversee operations. Define a new 'Health Coaching' skill and assign this qualification to Tabitha's user profile to ensure she meets ... | [
"get_user",
"get_topic_categories",
"get_user_using_name",
"add_new_group_member",
"add_new_topic_detail",
"add_new_user_group",
"add_new_skill_to_user",
"add_new_skill",
"add_new_assignment_rule",
"create_new_hr_service"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verifier 3: Health Coaching Skill Created", "description": "Verify that the 'Health Coaching' skill was successfully created and is active in organization 1", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM skill WHERE name = 'Health Coach... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_122712_166_d4a463c3_196fe24f | Hey, I am initializing the 'Corporate Wellness' program structure. Establish a new user group named 'Wellness Ambassadors' and immediately enlist 'Tabitha Bullock' as its first member to oversee operations. Define a new 'Health Coaching' skill and assign this qualification to Tabitha's user profile to ensure she meets ... | Hey, I am initializing the 'Corporate Wellness' program structure. Establish a new user group named 'Wellness Ambassadors' and immediately enlist 'Tabitha Bullock' as its first member to oversee operations. Define a new 'Health Coaching' skill and assign this qualification to Tabitha's user profile to ensure she meets ... | 12 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_122712_166_d4a463c3_196fe24f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 45,641 | 2,493 | 3,708 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":10,"resolved":true,"score":1,"total_verifiers":10,"verification_results":{"Verifier 10: Benefits Topic Category Exists":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FRO... | enterprise-ops-gym |
task_20251226_133552_038_99ba2325_71415006 | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | Stephanie Todd has left the organization, and her responsibilities are being handed over. David Hopps (david.hopps@servicenow.com, +447681029344), who is working in an agent role, will be taking over her workload. Please review the cases that are still assigned to Stephanie and focus only on those that remain open. For... | [
"get_cases_assigned_to",
"remove_group_membership",
"get_user_using_name",
"list_user_skills",
"remove_user_skills",
"list_group_members",
"update_user_details",
"add_new_user",
"update_hr_case",
"add_new_group_member"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1766560594407_jjhcc1la4.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify Group Member", "description": "Verify Group Member", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM user_group_member WHERE group_id = 7 AND user_id = 101;", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type": "da... | eog-gemini-gemini-3.5-flash-oh-task_20251226_133552_038_99ba2325_71415006 | Stephanie Todd has left the organization, and her responsibilities are being handed over. David Hopps (david.hopps@servicenow.com, +447681029344), who is working in an agent role, will be taking over her workload. Please review the cases that are still assigned to Stephanie and focus only on those that remain open. For... | Stephanie Todd has left the organization, and her responsibilities are being handed over. David Hopps (david.hopps@servicenow.com, +447681029344), who is working in an agent role, will be taking over her workload. Please review the cases that are still assigned to Stephanie and focus only on those that remain open. For... | 33 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_133552_038_99ba2325_71415006.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 475,296 | 5,955 | 8,356 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":7,"resolved":true,"score":1,"total_verifiers":7,"verification_results":{"Verify Case":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM hr_case WHERE hr_case_id = 4 AND... | enterprise-ops-gym |
task_20251223_151555_341_764e5ead_9648644d | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | David Park (david.park@servicenow.com, +1-212-555-0198) is joining the organization as a new agent tomorrow at the ACME headquarters and will be part of a newly established Security Operations function providing on-site support. Please ensure the appropriate support group is in place with Robin Monroe designated as the... | [
"add_new_user",
"find_locations",
"add_new_group_member",
"find_configuration_items",
"send_notification",
"update_configuration_item",
"get_user_using_name",
"add_new_user_group",
"create_incident",
"get_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "verify_security_ops_group_created", "description": "Verify Security Operations group was created with Robin as manager", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM user_group WHERE name = 'Security Operations' AND manager_id = 'USER_031... | eog-gpt-5.5-2026-04-23-oh-task_20251223_151555_341_764e5ead_9648644d | David Park (david.park@servicenow.com, +1-212-555-0198) is joining the organization as a new agent tomorrow at the ACME headquarters and will be part of a newly established Security Operations function providing on-site support. Please ensure the appropriate support group is in place with Robin Monroe designated as the... | David Park (david.park@servicenow.com, +1-212-555-0198) is joining the organization as a new agent tomorrow at the ACME headquarters and will be part of a newly established Security Operations function providing on-site support. Please ensure the appropriate support group is in place with Robin Monroe designated as the... | 14 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251223_151555_341_764e5ead_9648644d.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 135,664 | 2,778 | 4,210 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"verify_david_added_to_security_group":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user... | enterprise-ops-gym |
task_20260109_160851_122_911d75d7_3ece8e5e | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. A... | Check if I already have a send-as email JBrown@email.ru.
If it does not exist, create it with the name Jessica Brown and the signature
"Thank you, best regards Jessica Brown, phone: 7(700)123".
Confirm that the send-as alias exists and retrieve its current verification status.
Then send an email using this alias with... | [
"create_send_as_alias",
"get_send_as_alias",
"list_send_as_aliases",
"send_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno"}, "user_info": {"user_id": "104daf4b-2023-49f1-8def-39b4... | [{"verifier_type": "database_state", "name": "Send-as alias exists", "description": "Confirms the send-as alias exists with the expected display name.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM send_as_aliases WHERE send_as_email='JBrown@email.ru' AND display_name='Jessica Brown... | eog-gemini-gemini-3.5-flash-oh-task_20260109_160851_122_911d75d7_3ece8e5e | Check if I already have a send-as email JBrown@email.ru.
If it does not exist, create it with the name Jessica Brown and the signature
"Thank you, best regards Jessica Brown, phone: 7(700)123".
Confirm that the send-as alias exists and retrieve its current verification status.
Then send an email using this alias with... | Check if I already have a send-as email JBrown@email.ru.
If it does not exist, create it with the name Jessica Brown and the signature
"Thank you, best regards Jessica Brown, phone: 7(700)123".
Confirm that the send-as alias exists and retrieve its current verification status.
Then send an email using this alias with... | 5 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_160851_122_911d75d7_3ece8e5e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 27,660 | 3,075 | 3,647 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Message sent from alias":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*)\nFROM messages\nWHER... | enterprise-ops-gym |
task_20260114_180423_838_00364ece_9f2ad35c | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Please update Tabitha Bullock’s manager to Joanne Simpson and there should be a case for this, once this update is done, also create another case for her email change request using Employee Profile Update HR service with instructions: 'Service: Employee Profile Update, Subject: Tabitha Bullock, Detail: update her email... | [
"get_hr_service_by_name",
"send_notification",
"find_group_by_name",
"list_users",
"create_new_hr_case",
"get_users_hr_profile",
"update_hr_case",
"update_hr_profile",
"list_group_members",
"get_user_using_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify HR Case for Email Update", "description": "Verify HR Case Creation for Email Update", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM \n hr_case \nWHERE \n short_description = 'Service: Employee Profile Update, Subject... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260114_180423_838_00364ece_9f2ad35c | Please update Tabitha Bullock’s manager to Joanne Simpson and there should be a case for this, once this update is done, also create another case for her email change request using Employee Profile Update HR service with instructions: 'Service: Employee Profile Update, Subject: Tabitha Bullock, Detail: update her email... | Please update Tabitha Bullock’s manager to Joanne Simpson and there should be a case for this, once this update is done, also create another case for her email change request using Employee Profile Update HR service with instructions: 'Service: Employee Profile Update, Subject: Tabitha Bullock, Detail: update her email... | 15 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_180423_838_00364ece_9f2ad35c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 68,050 | 4,945 | 6,866 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify HR Case for Email Update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM \n ... | enterprise-ops-gym |
task_20251210_145940_356_accab84d_c16e9916 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Elizabeth Chase from ServiceNow contacted us regarding major packet drops affecting production Palo Alto Networks PA-3220 has significantly worsened. She initially logged this as a moderate issue for this device.Due to significant business impact, she is requesting immediate escalation.Once updated, send her an email ... | [
"send_notification",
"find_entitlements",
"find_contact_by_portal_user",
"find_sla_definitions",
"find_product",
"update_case",
"link_new_case_sla",
"search_cases",
"find_user",
"find_account",
"retrieve_knowledge",
"link_case_knowledge",
"find_case_slas"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "Case 5 escalated to critical with impact reason and updated description", "description": "Case 5 escalated to critical with impact reason and updated description", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM customer_case\nWHERE... | eog-gpt-5.5-2026-04-23-oh-task_20251210_145940_356_accab84d_c16e9916 | Elizabeth Chase from ServiceNow contacted us regarding major packet drops affecting production Palo Alto Networks PA-3220 has significantly worsened. She initially logged this as a moderate issue for this device.Due to significant business impact, she is requesting immediate escalation.Once updated, send her an email ... | Elizabeth Chase from ServiceNow contacted us regarding major packet drops affecting production Palo Alto Networks PA-3220 has significantly worsened. She initially logged this as a moderate issue for this device.Due to significant business impact, she is requesting immediate escalation.Once updated, send her an email ... | 22 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251210_145940_356_accab84d_c16e9916.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 221,322 | 3,419 | 4,621 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Case 5 escalated to critical with impact reason and updated description":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false... | enterprise-ops-gym |
task_20260102_002012_363_00364ece_a3936446 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Emily Moore should be assigned to Stephanie Clark's new case, which was received through an email just now, saying that she is facing issues with older bugs that are affecting their stable branches in the Docker Enterprise Variant 35. Initialize a new high-priority case on this. This case was supposed to be assigned to... | [
"link_case_knowledge",
"check_user_membership",
"send_notification",
"update_user_details",
"find_contact_by_portal_user",
"retrieve_knowledge",
"find_product",
"create_new_case",
"add_new_group_member",
"find_entitlements",
"find_user_group",
"find_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "scott.mitchell@servicenow.com"}, "user_info": {"user_id": 41, "name": "Scott Mitchell", "email": "scott.mitch... | [{"verifier_type": "database_state", "name": "Validating notification. ", "description": "Validating whether an update notification was successfully sent to Stephanie Clark. ", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count\nFROM notification n\nJOIN user u ON n.email = u.email\nW... | eog-gemini-gemini-3.5-flash-oh-task_20260102_002012_363_00364ece_a3936446 | Emily Moore should be assigned to Stephanie Clark's new case, which was received through an email just now, saying that she is facing issues with older bugs that are affecting their stable branches in the Docker Enterprise Variant 35. Initialize a new high-priority case on this. This case was supposed to be assigned to... | Emily Moore should be assigned to Stephanie Clark's new case, which was received through an email just now, saying that she is facing issues with older bugs that are affecting their stable branches in the Docker Enterprise Variant 35. Initialize a new high-priority case on this. This case was supposed to be assigned to... | 16 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_002012_363_00364ece_a3936446.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 153,971 | 5,874 | 7,507 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Validating a new case assignment. ":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count\nFRO... | enterprise-ops-gym |
task_20260109_162344_706_95fd9f79_85a7972c | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | I’m on the HR platforms team responsible for role-based access and data protection in our HR case management system. We’ve just completed an internal audit, and they found that our access controls around compensation and benefits data are not aligned with our policies. Right now, any HR agent can open and fully view ca... | [
"get_hr_service_by_name",
"update_hr_service",
"list_user_groups",
"list_hr_criteria",
"add_new_user_group",
"register_hr_criteria"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765270814410_pikf3jn0i.sql", "context": {"x-hr-user-token": "hr_token_sarah_chen_001"}, "user_info": {"user_id": 1, "name": "Sarah Chen", "email": "sarah.chen@techcorp... | [{"verifier_type": "database_state", "name": "Compensation Specialists group exists", "description": "Ensure the specific group you created exists and is active.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS total\nFROM user_group\nWHERE active = 1\n AND type = 'Service Desk'\n AN... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260109_162344_706_95fd9f79_85a7972c | I’m on the HR platforms team responsible for role-based access and data protection in our HR case management system. We’ve just completed an internal audit, and they found that our access controls around compensation and benefits data are not aligned with our policies. Right now, any HR agent can open and fully view ca... | I’m on the HR platforms team responsible for role-based access and data protection in our HR case management system. We’ve just completed an internal audit, and they found that our access controls around compensation and benefits data are not aligned with our policies. Right now, any HR agent can open and fully view ca... | 16 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_162344_706_95fd9f79_85a7972c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 67,521 | 15,681 | 18,611 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Benefits Enrollment is no longer tied to Infrastructure Team":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELE... | enterprise-ops-gym |
task_20260115_124602_090_accab84d_91ac1840 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | We have an urgent performance issue with Jonathan Martinez from the IT Support team due to repeated SLA breaches. Please initiate a high‑priority case under Talent Management, account PIP‑JM‑2025 with description performance improvement plan to monitor his progress, assign case to HR Service Desk . Also as part of this... | [
"get_user_using_name",
"create_checklist",
"create_new_hr_case",
"send_notification",
"get_hr_service_by_name",
"find_group_by_name",
"create_hr_case_task",
"retrieve_knowledge_articles",
"link_knowledge_to_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify Case Creation & User Link", "description": "Verify Case Creation & User Link", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) AS case_count\nFROM hr_case c\nJOIN hr_profile p ON c.opened_for = p.hr_profile_id\nJOIN user u ON p.user_id =... | eog-gpt-5.5-2026-04-23-oh-task_20260115_124602_090_accab84d_91ac1840 | We have an urgent performance issue with Jonathan Martinez from the IT Support team due to repeated SLA breaches. Please initiate a high‑priority case under Talent Management, account PIP‑JM‑2025 with description performance improvement plan to monitor his progress, assign case to HR Service Desk . Also as part of this... | We have an urgent performance issue with Jonathan Martinez from the IT Support team due to repeated SLA breaches. Please initiate a high‑priority case under Talent Management, account PIP‑JM‑2025 with description performance improvement plan to monitor his progress, assign case to HR Service Desk . Also as part of this... | 7 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_124602_090_accab84d_91ac1840.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 11,969 | 1,049 | 1,520 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Sent notification to Jonathan":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT count(*) AS notification_s... | enterprise-ops-gym |
task_20251225_180047_141_a8eea1c0_002e725f | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Andrew Bell is officially transitioning into his new Administration role and will be working out of the main office starting today. I've been tracking this through his onboarding record, HRC0000721 and TAX-12-0021. Please update his work location to Office Based and set his new position in his HR profile. While you're ... | [
"fetch_hr_profiles",
"update_hr_profile",
"get_hr_service_by_name",
"list_hr_cases",
"update_hr_case_task",
"update_user_details",
"list_hr_case_tasks",
"update_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "hr_case_task_update_verification", "description": "Verifies that task HRT0001025 (hr_case_task_id=26) for the cultural orientation video was marked as closed_complete and remains active under parent case 11.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SE... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251225_180047_141_a8eea1c0_002e725f | Andrew Bell is officially transitioning into his new Administration role and will be working out of the main office starting today. I've been tracking this through his onboarding record, HRC0000721 and TAX-12-0021. Please update his work location to Office Based and set his new position in his HR profile. While you're ... | Andrew Bell is officially transitioning into his new Administration role and will be working out of the main office starting today. I've been tracking this through his onboarding record, HRC0000721 and TAX-12-0021. Please update his work location to Office Based and set his new position in his HR profile. While you're ... | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251225_180047_141_a8eea1c0_002e725f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 46,248 | 1,335 | 2,253 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":21,"resolved":true,"score":1,"total_verifiers":21,"verification_results":{"audit_trail_verification":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT CASE WHEN ((SELECT COUNT() FROM... | enterprise-ops-gym |
task_20260116_155214_819_baf0b358_0cf4418f | hybrid | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | The implementation of change ticket CHG0000001 finished ahead of schedule, and the primary service is operating normally. While we were still within the approved maintenance window, the team also applied the same remediation steps to an application server with serial number SRV-LNX-4421, which runs the same platform bu... | [
"create_change",
"find_configuration_item_by_serial_number",
"list_teams",
"update_change",
"find_configuration_items",
"send_channel_message",
"create_channel",
"list_changes"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1766050008542_4gw043g58.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify New Change Record", "description": "Verify New Change Record", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM change where change_id=\"CHG_026\" AND status=\"new\" AND configuration_item=\"CI_002\"", "expected_value": 1, "comparison_... | eog-gpt-5.5-2026-04-23-oh-task_20260116_155214_819_baf0b358_0cf4418f | The implementation of change ticket CHG0000001 finished ahead of schedule, and the primary service is operating normally. While we were still within the approved maintenance window, the team also applied the same remediation steps to an application server with serial number SRV-LNX-4421, which runs the same platform bu... | The implementation of change ticket CHG0000001 finished ahead of schedule, and the primary service is operating normally. While we were still within the approved maintenance window, the team also applied the same remediation steps to an application server with serial number SRV-LNX-4421, which runs the same platform bu... | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_155214_819_baf0b358_0cf4418f.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 44,362 | 1,909 | 2,842 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Existing Change Record":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM change w... | enterprise-ops-gym |
task_20251226_133552_038_99ba2325_71415006 | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | Stephanie Todd has left the organization, and her responsibilities are being handed over. David Hopps (david.hopps@servicenow.com, +447681029344), who is working in an agent role, will be taking over her workload. Please review the cases that are still assigned to Stephanie and focus only on those that remain open. For... | [
"get_cases_assigned_to",
"remove_group_membership",
"get_user_using_name",
"list_user_skills",
"remove_user_skills",
"list_group_members",
"update_user_details",
"add_new_user",
"update_hr_case",
"add_new_group_member"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1766560594407_jjhcc1la4.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify Group Member", "description": "Verify Group Member", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM user_group_member WHERE group_id = 7 AND user_id = 101;", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type": "da... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251226_133552_038_99ba2325_71415006 | Stephanie Todd has left the organization, and her responsibilities are being handed over. David Hopps (david.hopps@servicenow.com, +447681029344), who is working in an agent role, will be taking over her workload. Please review the cases that are still assigned to Stephanie and focus only on those that remain open. For... | Stephanie Todd has left the organization, and her responsibilities are being handed over. David Hopps (david.hopps@servicenow.com, +447681029344), who is working in an agent role, will be taking over her workload. Please review the cases that are still assigned to Stephanie and focus only on those that remain open. For... | 13 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_133552_038_99ba2325_71415006.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 83,672 | 2,491 | 4,032 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":7,"resolved":true,"score":1,"total_verifiers":7,"verification_results":{"Verify Case":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM hr_case WHERE hr_case_id = 4 AND... | enterprise-ops-gym |
task_20260109_145235_208_64a4ebb9_9befb3ae | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Carmen needs to get some solid monitoring in place for that 'Monthly Financials.xls.xlsx' file before the quarterly audit rolls around.
First, make sure the file exists (create it if you can't find it).
Then, check who’s got access right now—just pull a full list of permissions. Also, take a quick look at the file’s... | [
"list_changes",
"list_permission",
"get_files",
"get_changes_start_page_token",
"list_revisions",
"update_files",
"watch_files",
"create_comments",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764755314410_f227g8ov4.sql", "context": {"x_auth_token": "ya29.ZH_vhrq26vaob5lBJuSNVEh4K5Gl_KZutOkssEBqgJjrpL28omzvdfuhm4HTryVB2WJwvOn2PpopjPcWq73EK14LjHNpfiB... | [{"verifier_type": "database_state", "name": "File Description Updated", "description": "File Description Updated", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "WITH target_file AS (\n SELECT id, description FROM files\n WHERE name = 'Monthly Financials.xls.xlsx' AND trashed = 0\n ORDER BY cre... | eog-gpt-5.5-2026-04-23-oh-task_20260109_145235_208_64a4ebb9_9befb3ae | Carmen needs to get some solid monitoring in place for that 'Monthly Financials.xls.xlsx' file before the quarterly audit rolls around.
First, make sure the file exists (create it if you can't find it).
Then, check who’s got access right now—just pull a full list of permissions. Also, take a quick look at the file’s... | Carmen needs to get some solid monitoring in place for that 'Monthly Financials.xls.xlsx' file before the quarterly audit rolls around.
First, make sure the file exists (create it if you can't find it).
Then, check who’s got access right now—just pull a full list of permissions. Also, take a quick look at the file’s... | 11 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_145235_208_64a4ebb9_9befb3ae.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 50,974 | 2,283 | 3,683 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Comprehensive Audit Comment Created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"WITH target_file AS (\n S... | enterprise-ops-gym |
task_20260109_155926_434_df0ecdeb_405562a2 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | We're launching the Helios Upgrade initiative for TechCorp Solutions Team, and I (James Wilson) am looking after it. Make sure the team doesn't already have a Helios Upgrade channel. Ensure Dave and Carol are owners, convert Alice from owner to member, and add Sophia Bennett as a standard member if she is not already i... | [
"list_users",
"send_channel_message",
"list_teams",
"list_channels",
"list_tabs_in_channel",
"create_virtual_event_webinar",
"list_teams_apps",
"publish_virtual_event_webinar",
"delete_channel_tab",
"create_call",
"create_teamwork_tag",
"list_team_members",
"add_tabs_to_channels",
"update_... | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764390033317_3qpvfeibh.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "helios_core_tag_members", "description": "Verify the Helios-Core teamwork tag exists in TechCorp Solutions Team and includes Dave.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM teamwork_tag_members ttm JOIN teamwork_tags tt ON ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260109_155926_434_df0ecdeb_405562a2 | We're launching the Helios Upgrade initiative for TechCorp Solutions Team, and I (James Wilson) am looking after it. Make sure the team doesn't already have a Helios Upgrade channel. Ensure Dave and Carol are owners, convert Alice from owner to member, and add Sophia Bennett as a standard member if she is not already i... | We're launching the Helios Upgrade initiative for TechCorp Solutions Team, and I (James Wilson) am looking after it. Make sure the team doesn't already have a Helios Upgrade channel. Ensure Dave and Carol are owners, convert Alice from owner to member, and add Sophia Bennett as a standard member if she is not already i... | 20 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_155926_434_df0ecdeb_405562a2.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 185,730 | 4,220 | 7,649 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":14,"verification_results":{"compliance_hub_only_tab_in_general":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":"1","passed":false,"query":"SELECT COUNT(*) AS cou... | enterprise-ops-gym |
task_20260113_212050_548_a8eea1c0_73a73ce7 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | We're seeing a repeat of the disk failures on the second web host. Investigate the records for server with serial SRV-WEB-102 and check if it aligns with the symptoms in current incident reports. If it's failing, take the hardware out of service. Once that's done, find our primary major site outage incident and ensure ... | [
"list_incidents",
"get_user",
"find_configuration_items",
"update_configuration_item",
"link_affected_ci_to_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "ci_011_status_update_to_maintenance_verifier", "description": "Verifies that configuration item CI_011 was updated to maintenance status and that the updated_on timestamp is greater than created_on.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(... | eog-gpt-5.5-2026-04-23-oh-task_20260113_212050_548_a8eea1c0_73a73ce7 | We're seeing a repeat of the disk failures on the second web host. Investigate the records for server with serial SRV-WEB-102 and check if it aligns with the symptoms in current incident reports. If it's failing, take the hardware out of service. Once that's done, find our primary major site outage incident and ensure ... | We're seeing a repeat of the disk failures on the second web host. Investigate the records for server with serial SRV-WEB-102 and check if it aligns with the symptoms in current incident reports. If it's failing, take the hardware out of service. Once that's done, find our primary major site outage incident and ensure ... | 26 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260113_212050_548_a8eea1c0_73a73ce7.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 219,237 | 1,792 | 2,958 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"ci_011_status_update_to_maintenance_verifier":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FR... | enterprise-ops-gym |
task_20251219_115208_288_701c5774_66a236f8 | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Please review my vacation responder configuration to ensure it matches my preferences. Set the out-of-office auto-reply to activate on December 15, 2025, and automatically deactivate on January 1 of the following year. I asked my friend from csm, she will replace me in my social projects. Her name is Terry Lopez and sh... | [
"list_send_as_aliases",
"list_labels",
"send_message",
"list_users",
"update_vacation_settings",
"update_user_details",
"get_vacation_settings"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Check that the first and last names are updated in the csm", "description": "Check that the first and last names are updated in the csm", "gym_name": "sn-csm-server", "validation_config": {"query": "select count(*) from user where email = 'jessicabrown83@gmail.com' and firs... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251219_115208_288_701c5774_66a236f8 | Please review my vacation responder configuration to ensure it matches my preferences. Set the out-of-office auto-reply to activate on December 15, 2025, and automatically deactivate on January 1 of the following year. I asked my friend from csm, she will replace me in my social projects. Her name is Terry Lopez and sh... | Please review my vacation responder configuration to ensure it matches my preferences. Set the out-of-office auto-reply to activate on December 15, 2025, and automatically deactivate on January 1 of the following year. I asked my friend from csm, she will replace me in my social projects. Her name is Terry Lopez and sh... | 15 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251219_115208_288_701c5774_66a236f8.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 148,713 | 6,273 | 8,998 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Check that the first and last names are updated in the csm":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"s... | enterprise-ops-gym |
task_20251217_205244_161_764e5ead_20429ef8 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | We're opening a new regional office in Berlin, Germany to support our European expansion, and I need the full IT setup put in place. Please create a new active location for our Berlin office at Plot 42, Friedrichstrasse, Berlin, Germany. We're appointing Sarah Mueller as the team lead, she'll be a manager and should ha... | [
"add_location",
"add_new_user_group",
"register_configuration_item",
"add_new_group_member",
"add_new_user",
"get_user",
"get_user_using_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "verify_three_group_members_added", "description": "Verify three agents were added as members of Berlin Support Team", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM user_group_member ugm JOIN users u ON ugm.user_id = u.user_id JOIN user_gro... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251217_205244_161_764e5ead_20429ef8 | We're opening a new regional office in Berlin, Germany to support our European expansion, and I need the full IT setup put in place. Please create a new active location for our Berlin office at Plot 42, Friedrichstrasse, Berlin, Germany. We're appointing Sarah Mueller as the team lead, she'll be a manager and should ha... | We're opening a new regional office in Berlin, Germany to support our European expansion, and I need the full IT setup put in place. Please create a new active location for our Berlin office at Plot 42, Friedrichstrasse, Berlin, Germany. We're appointing Sarah Mueller as the team lead, she'll be a manager and should ha... | 13 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251217_205244_161_764e5ead_20429ef8.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 39,748 | 1,220 | 2,809 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"verify_berlin_location_created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM location ... | enterprise-ops-gym |
task_20251212_222304_435_66392a82_815cd745 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We've been asked to offboard Tabitha Bullock from our frontline case queue because she'll no longer be working on customer incidents. Please identify all her active cases, assign them to Lisa Smith, and make sure those cases are now owned by the Case Assignment_3 support group going forward. After the reassignment is c... | [
"add_new_group_member",
"get_cases_assigned_to",
"update_user_details",
"update_case",
"check_user_membership",
"list_users",
"find_user",
"send_notification",
"find_contacts",
"find_user_group"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Tabitha Bullock Deactivated", "description": "Ensures that the outgoing agent Tabitha Bullock (user_id = 3) has been correctly marked inactive after the case handoff.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM user WHERE user_... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251212_222304_435_66392a82_815cd745 | We've been asked to offboard Tabitha Bullock from our frontline case queue because she'll no longer be working on customer incidents. Please identify all her active cases, assign them to Lisa Smith, and make sure those cases are now owned by the Case Assignment_3 support group going forward. After the reassignment is c... | We've been asked to offboard Tabitha Bullock from our frontline case queue because she'll no longer be working on customer incidents. Please identify all her active cases, assign them to Lisa Smith, and make sure those cases are now owned by the Case Assignment_3 support group going forward. After the reassignment is c... | 16 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251212_222304_435_66392a82_815cd745.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 51,008 | 1,675 | 3,148 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"All Active Tabitha Cases Reassigned To Lisa":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) AS c... | enterprise-ops-gym |
task_20251207_012657_395_accab84d_6ec27d2f | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We just received a follow-up email from Initech. Unfortunately, the Apache HTTP Server solution we provided hasn't held up, and they are seeing 503 errors again. Please reopen the case immediately by incrementing the count and route it directly to Michael Lee in the CSM Tier 1 Support group for a second look. Since the... | [
"update_case",
"find_product",
"find_case_knowledge_linkages",
"search_cases",
"find_user",
"find_contact_by_portal_user",
"find_user_group",
"link_case_knowledge",
"retrieve_knowledge",
"delete_case_knowledge_linkages",
"check_user_membership",
"find_account"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "thomas.bailey63@initech.io"}, "user_info": {"user_id": 63, "name": "Thomas Bailey", "email": "thomas.bailey63... | [{"verifier_type": "database_state", "name": "Case for Thomas at Initech is reopened and routed to Michael in the right group", "description": "Case for Thomas at Initech is reopened and routed to Michael in the right group", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM cust... | eog-gpt-5.5-2026-04-23-oh-task_20251207_012657_395_accab84d_6ec27d2f | We just received a follow-up email from Initech. Unfortunately, the Apache HTTP Server solution we provided hasn't held up, and they are seeing 503 errors again. Please reopen the case immediately by incrementing the count and route it directly to Michael Lee in the CSM Tier 1 Support group for a second look. Since the... | We just received a follow-up email from Initech. Unfortunately, the Apache HTTP Server solution we provided hasn't held up, and they are seeing 503 errors again. Please reopen the case immediately by incrementing the count and route it directly to Michael Lee in the CSM Tier 1 Support group for a second look. Since the... | 14 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251207_012657_395_accab84d_6ec27d2f.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 85,558 | 2,294 | 3,015 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Case for Thomas at Initech is reopened and routed to Michael in the right group":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passe... | enterprise-ops-gym |
task_20251226_110144_731_b25153b4_773380f8 | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | We’re trying to streamline our onboarding work in Talent Management, and I’d like to shift everything to a single lifecycle service. Please create a new HR service called End-to-End New Hire Lifecycle with fulfilment type as lifecycle event, using the existing topic detail New Hire Onboarding and the New Hire Provision... | [
"list_user_skills",
"create_new_hr_service",
"list_hr_criteria",
"get_hr_service_by_name",
"update_service_template",
"update_hr_service",
"get_service_templates",
"link_knowledge_to_hr_case",
"list_users",
"update_hr_criteria",
"retrieve_knowledge_articles",
"add_new_skill_to_user",
"get_to... | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify the service template change request values were updated", "description": "Verify the service template change request values were updated", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM service_template st\nWHERE st.name = ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251226_110144_731_b25153b4_773380f8 | We’re trying to streamline our onboarding work in Talent Management, and I’d like to shift everything to a single lifecycle service. Please create a new HR service called End-to-End New Hire Lifecycle with fulfilment type as lifecycle event, using the existing topic detail New Hire Onboarding and the New Hire Provision... | We’re trying to streamline our onboarding work in Talent Management, and I’d like to shift everything to a single lifecycle service. Please create a new HR service called End-to-End New Hire Lifecycle with fulfilment type as lifecycle event, using the existing topic detail New Hire Onboarding and the New Hire Provision... | 12 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_110144_731_b25153b4_773380f8.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 22,607 | 3,624 | 5,088 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"Verify KB “New Hire Orientation” linked as suggested":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COU... | enterprise-ops-gym |
task_20251225_161315_197_13762b97_44595aaa | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow Human Resources (HR). You have full administrative permissions to manage users, cases, topic, survey, skill, service, organization, and meetings in a safe and authorized capacity. Do not ask for confirmation before... | Setting up delta sync baseline for HR case documentation repository and need comprehensive configuration with HR analytics integration for quarterly audit.
Start by capturing the changes start page token to establish the synchronization baseline for future delta operations on HR documentation. Verify the Drive environ... | [
"get_about",
"update_files",
"get_changes_start_page_token",
"get_user_using_name",
"find_hr_case_by_number",
"retrieve_knowledge_articles",
"list_drives",
"create_file",
"send_notification",
"find_hr_services"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"X-Auth-Token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": "Sync Configuration Document Created", "description": "Verifies that Sync Configuration Document Created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS doc_count FROM files WHERE name = 'HR-Case-Analytics-Sync-Configuration-Q4-2024' ... | eog-gemini-gemini-3.5-flash-oh-task_20251225_161315_197_13762b97_44595aaa | Setting up delta sync baseline for HR case documentation repository and need comprehensive configuration with HR analytics integration for quarterly audit.
Start by capturing the changes start page token to establish the synchronization baseline for future delta operations on HR documentation. Verify the Drive environ... | Setting up delta sync baseline for HR case documentation repository and need comprehensive configuration with HR analytics integration for quarterly audit.
Start by capturing the changes start page token to establish the synchronization baseline for future delta operations on HR documentation. Verify the Drive environ... | 10 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251225_161315_197_13762b97_44595aaa.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 95,131 | 3,741 | 5,001 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{" Notification Created for HR Case":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS notif_c... | enterprise-ops-gym |
task_20260105_155141_430_a9f62433_b5eb63ea | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Hey, can you help me with a few things? I just finished the updates for that comment that said the file needed more details on the approach. I added all the necessary stuff. Can you post a reply to that comment for me? Just say something like "I have made the necessary updates." Also, can you add a new comment for Sara... | [
"create_comments",
"create_replies",
"list_comments",
"create_permission",
"modify_files_labels",
"update_files",
"list_files",
"list_files_labels",
"watch_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x_auth_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify Priority Label Changed to Low", "description": "Check if priority level changed", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM file_labels fl\n JOIN labels l ON fl.label_id =... | eog-gemini-gemini-3.5-flash-oh-task_20260105_155141_430_a9f62433_b5eb63ea | Hey, can you help me with a few things? I just finished the updates for that comment that said the file needed more details on the approach. I added all the necessary stuff. Can you post a reply to that comment for me? Just say something like "I have made the necessary updates." Also, can you add a new comment for Sara... | Hey, can you help me with a few things? I just finished the updates for that comment that said the file needed more details on the approach. I added all the necessary stuff. Can you post a reply to that comment for me? Just say something like "I have made the necessary updates." Also, can you add a new comment for Sara... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_155141_430_a9f62433_b5eb63ea.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 146,405 | 5,622 | 6,874 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Emily has permission to technical spec":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CASE \n ... | enterprise-ops-gym |
task_20260108_162420_138_df0ecdeb_96950310 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | In our TechCorp Solutions Team, we need to make a few updates to enhance collaboration and align with the latest team structure. As part of this update, there is an UX Designer role member in the team. Please remove the UX Designer role from the team and update Bob Smith’s profile to reflect his new position as Team Le... | [
"update_user",
"remove_team_member",
"list_teams",
"list_users",
"list_team_members"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764007593147_qbhy8ri1b.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Carol removed from the team.", "description": "Carol removed from the team.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) as count FROM teams WHERE team_id = 'team_techcorp_001' AND members NOT LIKE '%carol.white%'\n", "expected_value": 1, "... | eog-gpt-5.5-2026-04-23-oh-task_20260108_162420_138_df0ecdeb_96950310 | In our TechCorp Solutions Team, we need to make a few updates to enhance collaboration and align with the latest team structure. As part of this update, there is an UX Designer role member in the team. Please remove the UX Designer role from the team and update Bob Smith’s profile to reflect his new position as Team Le... | In our TechCorp Solutions Team, we need to make a few updates to enhance collaboration and align with the latest team structure. As part of this update, there is an UX Designer role member in the team. Please remove the UX Designer role from the team and update Bob Smith’s profile to reflect his new position as Team Le... | 6 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_162420_138_df0ecdeb_96950310.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 27,456 | 892 | 1,330 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Carol removed from the team.":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) as count FROM tea... | enterprise-ops-gym |
task_20260107_180857_873_ae7b45e2_47771a8c | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | I'm organizing my personal photo library. Please find 'Family Photo.jpg' in my personal drive (the one that's around 893KB, not the larger 6.8MB version) and add a description: 'Family Photo - Personal Collection | Category: Family Memories | Size: 893KB | Quality: Standard Resolution | Added to library: December 9, 20... | [
"update_files",
"create_comments",
"list_files",
"list_comments"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764755314410_f227g8ov4.sql", "context": {"x_auth_token": "ya29.E79oYmqohz4_yuNhAYfz7UsMx_YpFIXLCr1kMAgGtrvs9aINJEW2HfI54QtDpnvBx6yx7zaZkX9Y2Nekrf6VGmITgDUfwme... | [{"verifier_type": "database_state", "name": "Verify Company Policies Document Exists", "description": "Confirms Company Policies Google Doc exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM files WHERE id = '3B4416779E6C4268B7B21D69C0' AND name = 'Company Policies... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260107_180857_873_ae7b45e2_47771a8c | I'm organizing my personal photo library. Please find 'Family Photo.jpg' in my personal drive (the one that's around 893KB, not the larger 6.8MB version) and add a description: 'Family Photo - Personal Collection | Category: Family Memories | Size: 893KB | Quality: Standard Resolution | Added to library: December 9, 20... | I'm organizing my personal photo library. Please find 'Family Photo.jpg' in my personal drive (the one that's around 893KB, not the larger 6.8MB version) and add a description: 'Family Photo - Personal Collection | Category: Family Memories | Size: 893KB | Quality: Standard Resolution | Added to library: December 9, 20... | 4 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_180857_873_ae7b45e2_47771a8c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 17,969 | 725 | 1,333 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Company Policies Document Exists":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cn... | enterprise-ops-gym |
task_20251223_063905_655_30600918_3e736be9 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | I have been working on incident INC‑000057 for some time, and after detailed analysis, I noticed that certain configurations need to be updated so the issue can be resolved and moved into production. For this, I would need a standard change to be created so that the deployment can be managed during the change window an... | [
"update_incident",
"create_change",
"find_incident_slas",
"send_notification",
"map_change_request",
"find_incident_by_number",
"get_user",
"update_incident_sla_details"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify Change", "description": "Verify Change", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM change WHERE change_id = 'CHG_026' AND impact = 'low' AND risk = 'low' AND priority = 'low' AND status = 'new' AND cab_required = false AND categ... | eog-gemini-gemini-3.5-flash-oh-task_20251223_063905_655_30600918_3e736be9 | I have been working on incident INC‑000057 for some time, and after detailed analysis, I noticed that certain configurations need to be updated so the issue can be resolved and moved into production. For this, I would need a standard change to be created so that the deployment can be managed during the change window an... | I have been working on incident INC‑000057 for some time, and after detailed analysis, I noticed that certain configurations need to be updated so the issue can be resolved and moved into production. For this, I would need a standard change to be created so that the deployment can be managed during the change window an... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251223_063905_655_30600918_3e736be9.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 110,530 | 4,142 | 5,040 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":8,"resolved":false,"score":0,"total_verifiers":10,"verification_results":{"SLA paused":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident_sla WHERE incident_i... | enterprise-ops-gym |
task_20260109_192935_678_e6427839_4c081ddc | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | I’ve noticed that we’ve got some HR cases sitting in Work in Progress for a long time, including some Accounts Inquiry tickets. A few of these cases are already been handled, so they shouldn’t be ageing in Work in Progress for months which affects our dashboards. Please review all accounts inquiry cases assigned to glo... | [
"find_hr_services",
"update_hr_case_task",
"list_hr_case_tasks",
"list_hr_cases",
"update_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "HR Case Update Check #1", "description": "Checking to see if the HR case is updated properly or not", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) FROM hr_case WHERE hr_case_id = '58' AND status = 'closed_complete' AND worknotes LIKE '%clea... | eog-gemini-gemini-3.5-flash-oh-task_20260109_192935_678_e6427839_4c081ddc | I’ve noticed that we’ve got some HR cases sitting in Work in Progress for a long time, including some Accounts Inquiry tickets. A few of these cases are already been handled, so they shouldn’t be ageing in Work in Progress for months which affects our dashboards. Please review all accounts inquiry cases assigned to glo... | I’ve noticed that we’ve got some HR cases sitting in Work in Progress for a long time, including some Accounts Inquiry tickets. A few of these cases are already been handled, so they shouldn’t be ageing in Work in Progress for months which affects our dashboards. Please review all accounts inquiry cases assigned to glo... | 14 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_192935_678_e6427839_4c081ddc.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 232,503 | 6,222 | 7,207 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"HR Case Task Update Check #1":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count(*) FROM hr_case_task WH... | enterprise-ops-gym |
task_20251219_134543_563_fa1836dc_00dab62f | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Reassign change request 'CHG0000017' (Monthly Firewall Rule Audit) to 'steven.hernandez88@servicenow.com' who will lead the implementation. Before creating any mappings, check if they already exist. Then map this change to problem 'PRB0000006' as the root cause resolution and link it to incident 'INC-000025' to establi... | [
"find_incident_by_number",
"list_change_request_mappings",
"find_change_by_number",
"update_change",
"get_user",
"map_change_request",
"find_problem_by_number"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify Change Assignment Update", "description": "Confirms CHG_017 was reassigned to USER_009", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM change\nWHERE change_id = 'CHG_017'\n AND number = 'CHG0000017'\n AND assigned_to = 'USER_009'... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251219_134543_563_fa1836dc_00dab62f | Reassign change request 'CHG0000017' (Monthly Firewall Rule Audit) to 'steven.hernandez88@servicenow.com' who will lead the implementation. Before creating any mappings, check if they already exist. Then map this change to problem 'PRB0000006' as the root cause resolution and link it to incident 'INC-000025' to establi... | Reassign change request 'CHG0000017' (Monthly Firewall Rule Audit) to 'steven.hernandez88@servicenow.com' who will lead the implementation. Before creating any mappings, check if they already exist. Then map this change to problem 'PRB0000006' as the root cause resolution and link it to incident 'INC-000025' to establi... | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251219_134543_563_fa1836dc_00dab62f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 19,563 | 1,358 | 2,321 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Change Assignment Update":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*)\nFROM change\... | enterprise-ops-gym |
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