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task_20251203_064555_149_66392a82_d124b805 | 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're restructuring our field operations to support a new enterprise engagement for Horizon Fleet Services and need both the customer record and field ownership to be set up correctly. Please register Horizon Fleet Services as an active customer in the system and create a dedicated field coordination group named "Horiz... | [
"add_new_group_member",
"list_group_members",
"list_user_groups",
"remove_group_membership",
"create_new_account",
"add_new_user_group",
"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/csm/dbs/db_1764743008903_m7bfvy7wb.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 Horizon Fleet Services Customer Account Creation", "description": "Ensures Horizon Fleet Services has been created as an active customer in the account table.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM account WHERE name = 'Ho... | eog-gpt-5.5-2026-04-23-oh-task_20251203_064555_149_66392a82_d124b805 | We're restructuring our field operations to support a new enterprise engagement for Horizon Fleet Services and need both the customer record and field ownership to be set up correctly. Please register Horizon Fleet Services as an active customer in the system and create a dedicated field coordination group named "Horiz... | We're restructuring our field operations to support a new enterprise engagement for Horizon Fleet Services and need both the customer record and field ownership to be set up correctly. Please register Horizon Fleet Services as an active customer in the system and create a dedicated field coordination group named "Horiz... | 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_20251203_064555_149_66392a82_d124b805.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 99,727 | 1,205 | 1,712 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify Horizon Field Response Coordination Group Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT... | enterprise-ops-gym |
task_20251203_192307_250_bca89e7d_f0f2e9d5 | 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 help me organize my existing Sprint Planning event by inviting Adam Anderson (adam.anderson@servicenow.com) as an attendee. Also, grant all current attendees, including Adam, permission to modify the event details directly.
Additionally, remove any attendees who do not have an email address listed, while preser... | [
"list_events",
"list_events",
"patch_event",
"create_calendar",
"create_event",
"patch_event",
"get_calendar_list",
"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_1764493889049_iuydddoc0.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Final Attendees", "description": "Verify final attendee set", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT CASE WHEN (SELECT COUNT(*) FROM attendees WHERE event_id = 'event-corrected-001') = 4 AND EXISTS (SELECT 1 FROM attendees WHERE event_id = 'event... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251203_192307_250_bca89e7d_f0f2e9d5 | Please help me organize my existing Sprint Planning event by inviting Adam Anderson (adam.anderson@servicenow.com) as an attendee. Also, grant all current attendees, including Adam, permission to modify the event details directly.
Additionally, remove any attendees who do not have an email address listed, while preser... | Please help me organize my existing Sprint Planning event by inviting Adam Anderson (adam.anderson@servicenow.com) as an attendee. Also, grant all current attendees, including Adam, permission to modify the event details directly.
Additionally, remove any attendees who do not have an email address listed, while preser... | 24 | 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_192307_250_bca89e7d_f0f2e9d5.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 397,664 | 8,841 | 12,991 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"Archive Calendar":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS count FROM calendars ... | 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-gpt-5.5-2026-04-23-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... | 24 | 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_20251226_133552_038_99ba2325_71415006.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 132,009 | 4,558 | 5,864 | {"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_20251126_174607_703_8ce75c22_a984b9e7 | 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 need to set up my email backup and security system for semester end. Review my mailbox history to see recent activity. Check my encryption key pairs. Disable the old secure key pair kp_carol_secure_24680_2024 since I'm retiring it. Keep kp_carol_ghi13579_2024 active. Create two backup labels: navy "Research Backup 20... | [
"email_get_cse_keypair",
"create_label",
"list_send_as_aliases",
"email_list_cse_keypairs",
"email_disable_cse_keypair",
"list_history",
"get_user_profile",
"verify_send_as_alias"
] | [] | /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_carol_2025_z1x2c3v4b5n6m7l8k9j0h1g2f3d4s5a6", "user_id": "user_003", "primary_email": "carol@univ... | [{"verifier_type": "database_state", "name": "Verify Old CSE Key Pair Disabled", "description": "Verifies that kp_carol_secure_24680_2024 was disabled for user_003 (changed from enabled to disabled state).", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM cse_key_pairs\nWHERE u... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251126_174607_703_8ce75c22_a984b9e7 | I need to set up my email backup and security system for semester end. Review my mailbox history to see recent activity. Check my encryption key pairs. Disable the old secure key pair kp_carol_secure_24680_2024 since I'm retiring it. Keep kp_carol_ghi13579_2024 active. Create two backup labels: navy "Research Backup 20... | I need to set up my email backup and security system for semester end. Review my mailbox history to see recent activity. Check my encryption key pairs. Disable the old secure key pair kp_carol_secure_24680_2024 since I'm retiring it. Keep kp_carol_ghi13579_2024 active. Create two backup labels: navy "Research Backup 20... | 11 | 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_20251126_174607_703_8ce75c22_a984b9e7.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 22,358 | 1,875 | 3,561 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":8,"resolved":true,"score":1,"total_verifiers":8,"verification_results":{"Verify Backup Labels Created":{"actual":5,"comparison_type":"greater_than","details":"Comparison greater_than: 5 vs 4","expected":4,"passed":true,"query":"SELECT COUNT(*) AS cn... | enterprise-ops-gym |
task_20260102_094108_584_a8eea1c0_34a39e46 | 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... | Stark Industries just called in - their SUSE Linux Enterprise Server 15 Variant 5 with serial prefix P25 at the datacenter is showing critical network errors. Register a high priority case for this issue through phone channel, confirm they have active premium support coverage, assign the case to our Contact Center L1_2... | [
"find_entitlements",
"create_new_case",
"retrieve_installed_products",
"retrieve_knowledge",
"find_contacts",
"link_case_knowledge",
"set_case_assignment_group",
"find_account",
"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": "thomas.clark70@servicenow.com"}, "user_info": {"user_id": 576, "name": "Thomas Clark", "email": "thomas.clark... | [{"verifier_type": "database_state", "name": "customer_case", "description": "Verify the case was created with correct initial values AND updated with assignment group", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS verification_count FROM customer_case WHERE case_id = 1233 AND number ... | eog-gemini-gemini-3.5-flash-oh-task_20260102_094108_584_a8eea1c0_34a39e46 | Stark Industries just called in - their SUSE Linux Enterprise Server 15 Variant 5 with serial prefix P25 at the datacenter is showing critical network errors. Register a high priority case for this issue through phone channel, confirm they have active premium support coverage, assign the case to our Contact Center L1_2... | Stark Industries just called in - their SUSE Linux Enterprise Server 15 Variant 5 with serial prefix P25 at the datacenter is showing critical network errors. Register a high priority case for this issue through phone channel, confirm they have active premium support coverage, assign the case to our Contact Center L1_2... | 22 | 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_094108_584_a8eea1c0_34a39e46.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 270,683 | 8,149 | 9,294 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"case_knowledge":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS verification_count FROM case_k... | enterprise-ops-gym |
task_20260116_105748_962_99ba2325_dcc658fa | 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... | Sara Clark reached out by email to request an update to her phone number to +1 618 736 1053, as her contact information has recently changed. She also asked that her personal email address be reviewed and updated to saraclark031@gm.com if it is not already reflected in our system. In addition, she reported an issue rel... | [
"send_notification",
"update_hr_profile",
"get_hr_service_by_name",
"get_user_using_name",
"create_new_hr_case",
"update_user_details",
"get_users_hr_profile",
"list_skills"
] | [] | /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 Notification", "description": "Verify Notification", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM notification WHERE hr_case_id = 61 AND email = \"sara.clark93@servicenow.com\" AND type = \"alert\";", "expected_value": 1, "compar... | eog-gemini-gemini-3.5-flash-oh-task_20260116_105748_962_99ba2325_dcc658fa | Sara Clark reached out by email to request an update to her phone number to +1 618 736 1053, as her contact information has recently changed. She also asked that her personal email address be reviewed and updated to saraclark031@gm.com if it is not already reflected in our system. In addition, she reported an issue rel... | Sara Clark reached out by email to request an update to her phone number to +1 618 736 1053, as her contact information has recently changed. She also asked that her personal email address be reviewed and updated to saraclark031@gm.com if it is not already reflected in our system. In addition, she reported an issue rel... | 11 | 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_20260116_105748_962_99ba2325_dcc658fa.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 112,625 | 5,544 | 6,412 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Case":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS count FROM hr_case c JOIN hr_ser... | enterprise-ops-gym |
task_20251222_130954_812_a9f62433_c0252ed2 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow IT Service Management (ITSM). 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 action. | A server just crashed. In SN-ITSM, declare a major incident (Joanne Simpson as the caller) with the short description "MAJOR INCIDENT: Production Server Crash - Immediate Action Required" and notify the technical team. At the same time in Drive, create a status update document in Mobile Development drive so that leader... | [
"send_notification",
"list_drives",
"list_group_members",
"get_user",
"get_user_using_name",
"create_incident",
"create_file",
"list_user_groups"
] | [] | /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": "Verify new incident", "description": "Verify that a new incident is created", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM incident \n WHERE short_description = 'MAJ... | eog-gpt-5.5-2026-04-23-oh-task_20251222_130954_812_a9f62433_c0252ed2 | A server just crashed. In SN-ITSM, declare a major incident (Joanne Simpson as the caller) with the short description "MAJOR INCIDENT: Production Server Crash - Immediate Action Required" and notify the technical team. At the same time in Drive, create a status update document in Mobile Development drive so that leader... | A server just crashed. In SN-ITSM, declare a major incident (Joanne Simpson as the caller) with the short description "MAJOR INCIDENT: Production Server Crash - Immediate Action Required" and notify the technical team. At the same time in Drive, create a status update document in Mobile Development drive so that leader... | 15 | 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_130954_812_a9f62433_c0252ed2.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 48,774 | 949 | 2,368 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Notification created for Joanne":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT \n CASE \n ... | enterprise-ops-gym |
task_20260116_124631_826_d4a463c3_0319223c | 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 ... | With the formal launch of the EU Remote Hub underway, the supporting environment must be brought into alignment with the operational framework planned for this new region. While the technical foundation follows familiar patterns, the transition of leadership to Lisa Anderson introduces several preparatory consideration... | [
"list_user_skills",
"add_new_group_member",
"find_hr_services",
"add_new_skill_to_user",
"get_topic_details",
"create_new_hr_service",
"add_new_user_group",
"get_hr_service_by_name",
"get_user_using_email",
"get_user_using_name",
"update_user_details",
"add_new_assignment_rule",
"list_group_... | [] | /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_1765529350682_48wb3wot7.sql", "context": {"x-access-token": "hr_token_sarah_chen_001"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "Verify Service Creation", "description": "Verify Service Creation", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) \nFROM hr_service \nWHERE service_name = 'EU Relocation Assistance' \n AND fulfillment_type = 'workflow';\n", "expected_value":... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_124631_826_d4a463c3_0319223c | With the formal launch of the EU Remote Hub underway, the supporting environment must be brought into alignment with the operational framework planned for this new region. While the technical foundation follows familiar patterns, the transition of leadership to Lisa Anderson introduces several preparatory consideration... | With the formal launch of the EU Remote Hub underway, the supporting environment must be brought into alignment with the operational framework planned for this new region. While the technical foundation follows familiar patterns, the transition of leadership to Lisa Anderson introduces several preparatory consideration... | 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_20260116_124631_826_d4a463c3_0319223c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 152,046 | 4,891 | 8,395 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Verify Assignment Rule":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count(*) \nFROM assignment_rules a... | 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-gemini-gemini-3.5-flash-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... | 8 | 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_20260116_070521_300_a8eea1c0_d9458bf7.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 58,787 | 2,920 | 3,651 | {"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_20260116_054437_417_59bb807c_d73ca3e4 | 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... | We got a request for employee offboarding. Tabitha Bullock from the 'Security Operations' department needs to be offboarded Today (2025-12-25). Find Tabitha in Teams to get her contact information. Then look her up in our HR system to retrieve her employee profile details. Create a new HR case for this offboarding requ... | [
"send_chat_message",
"get_user",
"list_chats",
"create_new_hr_case",
"get_user_using_name",
"find_group_by_name",
"create_chat",
"get_hr_service_by_name",
"update_hr_profile",
"list_users",
"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/hybrid/dbs/db_1766557346752_3wcj2d1gv.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify HR Case Created", "description": "Confirms HR offboarding case was created with correct assignment", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_case WHERE opened_for = 3 AND assignment_group = 4 AND priority = 'high' AND coe... | eog-gemini-gemini-3.5-flash-oh-task_20260116_054437_417_59bb807c_d73ca3e4 | We got a request for employee offboarding. Tabitha Bullock from the 'Security Operations' department needs to be offboarded Today (2025-12-25). Find Tabitha in Teams to get her contact information. Then look her up in our HR system to retrieve her employee profile details. Create a new HR case for this offboarding requ... | We got a request for employee offboarding. Tabitha Bullock from the 'Security Operations' department needs to be offboarded Today (2025-12-25). Find Tabitha in Teams to get her contact information. Then look her up in our HR system to retrieve her employee profile details. Create a new HR case for this offboarding requ... | 11 | 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_20260116_054437_417_59bb807c_d73ca3e4.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 133,930 | 6,687 | 7,677 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify Employee End Date Updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM hr_pro... | enterprise-ops-gym |
task_20260117_084409_361_4d9df647_9892db8c | 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... | We've been receiving multiple employee inquiries from ServiceNow org about benefits and policy changes that need to be addressed. Search for HR cases with status 'work_in_progress' related to Total Rewards to find cases about benefits inquiries. Get the details of cases related to general benefits and 401k plans only (... | [
"list_teams",
"create_knowledge_article",
"list_users",
"find_hr_case_by_number",
"get_user_using_email",
"send_channel_message",
"list_hr_cases",
"link_knowledge_to_hr_case",
"publish_virtual_event_webinar",
"update_hr_case",
"list_channels",
"create_virtual_event_webinar"
] | [] | /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/hybrid/dbs/db_1766557346752_3wcj2d1gv.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify Knowledge Article Created and Linked to Cases", "description": "Confirms knowledge article was created and linked to both HR cases", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_case_knowledge WHERE hr_case_id IN (31, 22) AND ... | eog-gemini-gemini-3.5-flash-oh-task_20260117_084409_361_4d9df647_9892db8c | We've been receiving multiple employee inquiries from ServiceNow org about benefits and policy changes that need to be addressed. Search for HR cases with status 'work_in_progress' related to Total Rewards to find cases about benefits inquiries. Get the details of cases related to general benefits and 401k plans only (... | We've been receiving multiple employee inquiries from ServiceNow org about benefits and policy changes that need to be addressed. Search for HR cases with status 'work_in_progress' related to Total Rewards to find cases about benefits inquiries. Get the details of cases related to general benefits and 401k plans only (... | 17 | 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_20260117_084409_361_4d9df647_9892db8c.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 263,566 | 7,012 | 9,063 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify HR Cases Worknotes Updated":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":"2","passed":false,"query":"SELECT COUNT(*) FROM hr... | enterprise-ops-gym |
task_20260106_123222_425_8e9e30d7_7dea421b | 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 kicking off the Q2 product roadmap. Create a new private channel named Product Launch 2026 under the TechCorp Solutions Team and add Alice and Bob as members. Add a Planner tab called Launch Tasks linked to our company site. Post a message in the channel that the Launch planning has started. | [
"add_channel_member",
"create_channel",
"list_users",
"list_teams",
"send_channel_message",
"add_tabs_to_channels",
"list_teams_apps"
] | [] | /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_1764062937262_iucmwunax.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Product Launch 2026 Channel Created", "description": "Product Launch 2026 Channel Created", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM channels c JOIN teams t ON c.team_id = t.team_id WHERE c.display_name = 'Product Launch 202... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_123222_425_8e9e30d7_7dea421b | We're kicking off the Q2 product roadmap. Create a new private channel named Product Launch 2026 under the TechCorp Solutions Team and add Alice and Bob as members. Add a Planner tab called Launch Tasks linked to our company site. Post a message in the channel that the Launch planning has started. | We're kicking off the Q2 product roadmap. Create a new private channel named Product Launch 2026 under the TechCorp Solutions Team and add Alice and Bob as members. Add a Planner tab called Launch Tasks linked to our company site. Post a message in the channel that the Launch planning has started. | 8 | 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_20260106_123222_425_8e9e30d7_7dea421b.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 49,886 | 1,321 | 2,611 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Alice Johnson Added to Channel":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM c... | 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-gemini-gemini-3.5-flash-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)... | 10 | 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_20260108_142310_191_df2c536d_c6edcf9f.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 114,842 | 7,897 | 8,798 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"check_attendees":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 2","expected":2,"passed":false,"query":"SELECT COUNT(*) FROM attendees WHERE even... | 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-gemini-gemini-3.5-flash-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. | 14 | 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_20251202_100743_745_109c89c0_958a07c1.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 288,445 | 8,527 | 13,700 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":6,"resolved":true,"score":1,"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_20260106_104903_639_0154326e_81f6a68a | 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 are initializing the sprint for the new Fiscal Year and need the infrastructure set up in the TechCorp Solutions team. Please create a dedicated channel named "FY25 Sprint Planning". Within that channel context, we need a way to notify the core leads quickly, so create a teamwork tag named "Sprint Leads" and ensure ... | [
"list_users",
"send_channel_message",
"list_teams",
"create_teamwork_tag",
"create_channel",
"create_virtual_event_townhall"
] | [] | /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_1764056995448_d8bull5d3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Verify Channel Creation", "description": "Verify Channel Creation", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT count(*) \nFROM channels \nWHERE team_id = 'team_techcorp_001' \n AND display_name = 'FY25 Sprint Planning';", "expected_value": 1, "comp... | eog-gpt-5.5-2026-04-23-oh-task_20260106_104903_639_0154326e_81f6a68a | We are initializing the sprint for the new Fiscal Year and need the infrastructure set up in the TechCorp Solutions team. Please create a dedicated channel named "FY25 Sprint Planning". Within that channel context, we need a way to notify the core leads quickly, so create a teamwork tag named "Sprint Leads" and ensure ... | We are initializing the sprint for the new Fiscal Year and need the infrastructure set up in the TechCorp Solutions team. Please create a dedicated channel named "FY25 Sprint Planning". Within that channel context, we need a way to notify the core leads quickly, so create a teamwork tag named "Sprint Leads" and ensure ... | 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_20260106_104903_639_0154326e_81f6a68a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 13,911 | 871 | 1,149 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verify Channel Creation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT count(*) \nFROM channels \nWH... | enterprise-ops-gym |
task_20260114_174605_380_1628b966_b09f4a35 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow IT Service Management (ITSM). 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 action. | I need to perform an SLA breach analysis workflow that documents breached service level agreements and creates a tracking incident for remediation follow-up, integrating our ITSM system with Google Drive for compliance documentation.
First, retrieve all incident SLA records that have been breached by filtering for has... | [
"create_incident",
"find_incident_by_number",
"create_file",
"list_drives",
"find_sla_definition_by_name",
"get_about",
"send_notification",
"find_incident_slas",
"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/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"X-Auth-Token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": "SLA Breach Analysis Document Created", "description": "Verifies that SLA Breach Analysis Document Created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS doc_count FROM files WHERE name = 'SLA-Breach-Analysis-Report-December-2024' AN... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260114_174605_380_1628b966_b09f4a35 | I need to perform an SLA breach analysis workflow that documents breached service level agreements and creates a tracking incident for remediation follow-up, integrating our ITSM system with Google Drive for compliance documentation.
First, retrieve all incident SLA records that have been breached by filtering for has... | I need to perform an SLA breach analysis workflow that documents breached service level agreements and creates a tracking incident for remediation follow-up, integrating our ITSM system with Google Drive for compliance documentation.
First, retrieve all incident SLA records that have been breached by filtering for has... | 11 | 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_20260114_174605_380_1628b966_b09f4a35.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 42,349 | 964 | 3,062 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":8,"resolved":true,"score":1,"total_verifiers":8,"verification_results":{"Document Description Contains Breach Count":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS... | enterprise-ops-gym |
task_20251125_113335_636_7ebc1127_a4ebffe8 | 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** and... | Several people across TechCorp reported missed or delayed Teams notifications between October 23 and October 31, 2025, mainly from the Engineering and IT groups. In the team named TechCorp Solutions Team, please create a private channel called Notification Reliability Review - Oct 23-31, 2025, with a short description ... | [
"create_channel",
"send_channel_message",
"list_users",
"create_virtual_event_townhall",
"list_teams"
] | [] | /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_1763719312619_uhgzo6si4.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "verify_channel_created", "description": "Confirms private review channel created correctly", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM channels c JOIN teams t ON t.team_id = c.team_id WHERE t.display_name = 'TechCorp Solutions Team' A... | eog-gemini-gemini-3.5-flash-oh-task_20251125_113335_636_7ebc1127_a4ebffe8 | Several people across TechCorp reported missed or delayed Teams notifications between October 23 and October 31, 2025, mainly from the Engineering and IT groups. In the team named TechCorp Solutions Team, please create a private channel called Notification Reliability Review - Oct 23-31, 2025, with a short description ... | Several people across TechCorp reported missed or delayed Teams notifications between October 23 and October 31, 2025, mainly from the Engineering and IT groups. In the team named TechCorp Solutions Team, please create a private channel called Notification Reliability Review - Oct 23-31, 2025, with a short description ... | 11 | 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_20251125_113335_636_7ebc1127_a4ebffe8.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 217,925 | 18,627 | 21,132 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"verify_channel_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM channels c JOIN t... | enterprise-ops-gym |
task_20251217_040407_761_6f5b66fc_eecce10e | 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 ... | Escalate my medium-priority Cisco ASA 5525-X Variant 42 issue, as it has now become a critical blocker. Also, check my primary availability on 26th December 2025 and, if I am free, schedule a similar meeting to the existing office day event with the assignee to expedite resolution, and highlight it in red. | [
"search_cases",
"list_users",
"get_calendar_list",
"update_case",
"get_colors",
"create_event",
"list_events",
"find_product"
] | [] | /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": "tok_b96aa2baa3f055703c6429b9c278913e3c985eb0ef837008"}}, {"mcp_server_name": "sn-csm-server", "mcp_server... | [{"verifier_type": "database_state", "name": "Event created", "description": "Verifies event was created with correct description.", "gym_name": "gym-calendar", "validation_config": {"query": "select count(*) from events where summary like '%0000345%' and calendar_id = 'aaron_hicks-primary' and description like '%00003... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251217_040407_761_6f5b66fc_eecce10e | Escalate my medium-priority Cisco ASA 5525-X Variant 42 issue, as it has now become a critical blocker. Also, check my primary availability on 26th December 2025 and, if I am free, schedule a similar meeting to the existing office day event with the assignee to expedite resolution, and highlight it in red. | Escalate my medium-priority Cisco ASA 5525-X Variant 42 issue, as it has now become a critical blocker. Also, check my primary availability on 26th December 2025 and, if I am free, schedule a similar meeting to the existing office day event with the assignee to expedite resolution, and highlight it in red. | 10 | 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_20251217_040407_761_6f5b66fc_eecce10e.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 53,410 | 1,397 | 2,827 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Attendees added":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM attendees WHERE event_i... | enterprise-ops-gym |
task_20260106_104903_639_0154326e_81f6a68a | 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 are initializing the sprint for the new Fiscal Year and need the infrastructure set up in the TechCorp Solutions team. Please create a dedicated channel named "FY25 Sprint Planning". Within that channel context, we need a way to notify the core leads quickly, so create a teamwork tag named "Sprint Leads" and ensure ... | [
"list_users",
"send_channel_message",
"list_teams",
"create_teamwork_tag",
"create_channel",
"create_virtual_event_townhall"
] | [] | /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_1764056995448_d8bull5d3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Verify Channel Creation", "description": "Verify Channel Creation", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT count(*) \nFROM channels \nWHERE team_id = 'team_techcorp_001' \n AND display_name = 'FY25 Sprint Planning';", "expected_value": 1, "comp... | eog-gemini-gemini-3.5-flash-oh-task_20260106_104903_639_0154326e_81f6a68a | We are initializing the sprint for the new Fiscal Year and need the infrastructure set up in the TechCorp Solutions team. Please create a dedicated channel named "FY25 Sprint Planning". Within that channel context, we need a way to notify the core leads quickly, so create a teamwork tag named "Sprint Leads" and ensure ... | We are initializing the sprint for the new Fiscal Year and need the infrastructure set up in the TechCorp Solutions team. Please create a dedicated channel named "FY25 Sprint Planning". Within that channel context, we need a way to notify the core leads quickly, so create a teamwork tag named "Sprint Leads" and ensure ... | 24 | 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_20260106_104903_639_0154326e_81f6a68a.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 638,296 | 20,513 | 25,261 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verify Channel Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count(*) \nFROM channels \nWHE... | enterprise-ops-gym |
task_20251218_171924_336_ad5a67e3_af252cf6 | 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 ... | At 09:10 AM, Christina calls the L1 Service Desk team via phone because she cannot access the Attendance Portal software. When she tries to open the portal, she repeatedly gets a “Service Unavailable” message and is unable to submit her daily time entry. This is a time-sensitive med level impact and high urgency issue ... | [
"create_incident",
"find_group_by_name",
"list_users",
"update_incident",
"get_user_using_name",
"add_new_service",
"get_user",
"list_group_members"
] | [] | /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 Attendance Portal Incident Created and Assigned Correctly", "description": "Verify Attendance Portal Incident Created and Assigned Correctly", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM incident i\nJOIN user_group_member gm\n O... | eog-gemini-gemini-3.5-flash-oh-task_20251218_171924_336_ad5a67e3_af252cf6 | At 09:10 AM, Christina calls the L1 Service Desk team via phone because she cannot access the Attendance Portal software. When she tries to open the portal, she repeatedly gets a “Service Unavailable” message and is unable to submit her daily time entry. This is a time-sensitive med level impact and high urgency issue ... | At 09:10 AM, Christina calls the L1 Service Desk team via phone because she cannot access the Attendance Portal software. When she tries to open the portal, she repeatedly gets a “Service Unavailable” message and is unable to submit her daily time entry. This is a time-sensitive med level impact and high urgency issue ... | 16 | 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_171924_336_ad5a67e3_af252cf6.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 289,709 | 13,655 | 14,787 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Attendance Portal Incident Created and Assigned Correctly":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query... | enterprise-ops-gym |
task_20260116_064331_915_d8f93f2d_854d09b8 | hybrid | # **ITSM Management Assistant Policy**
**Role:** ITSM Management 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... | I need to initiate a scheduled update for our financial systems. First, in the ITSM system, find the service named 'Global Payroll'. Once you have its ID, create a new change request with the short description 'Q4 Tax Rate Update', linking it to that service. Set the impact and risk to 'medium' and priority to 'moderat... | [
"find_service_by_name",
"create_label",
"create_filter",
"update_change",
"find_group_by_name",
"create_change",
"create_send_as_alias"
] | [] | /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 Change Creation", "description": "Verify Change Creation", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(c.change_id) FROM change c JOIN service s ON c.service = s.service_id WHERE s.name = 'Global Payroll' AND c.short_description = 'Q4 Tax... | eog-gemini-gemini-3.5-flash-oh-task_20260116_064331_915_d8f93f2d_854d09b8 | I need to initiate a scheduled update for our financial systems. First, in the ITSM system, find the service named 'Global Payroll'. Once you have its ID, create a new change request with the short description 'Q4 Tax Rate Update', linking it to that service. Set the impact and risk to 'medium' and priority to 'moderat... | I need to initiate a scheduled update for our financial systems. First, in the ITSM system, find the service named 'Global Payroll'. Once you have its ID, create a new change request with the short description 'Q4 Tax Rate Update', linking it to that service. Set the impact and risk to 'medium' and priority to 'moderat... | 15 | 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_20260116_064331_915_d8f93f2d_854d09b8.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 177,370 | 7,105 | 8,640 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify Change Assignment":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(c.change_id) FROM chang... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 14 | 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_20251204_191200_036_e81f6083_95fa872f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 106,642 | 4,046 | 6,356 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":6,"resolved":false,"score":0,"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 C... | enterprise-ops-gym |
task_20260114_172823_954_a8eea1c0_b725e936 | 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 look into the status of case HRC0000711. I'd like this case moved out of its current group and assigned to the Global Service Desk Group instead. Go ahead and transition it to the next state since work is now in progress and change the priority to high. Update the short description to accurately reflect the chan... | [
"update_hr_case",
"create_survey_instance",
"list_hr_cases",
"create_hr_case_task",
"update_survey",
"get_user_using_name",
"find_group_by_name",
"list_surveys",
"create_checklist",
"list_hr_case_tasks"
] | [] | /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_verification", "description": "Verifies that HR case HRC0000711 was updated with work_in_progress status, high priority, assigned to Global Service Desk (group_id 3), and the updated escalation short description.", "gym_name": "sn-hr-internal", "validation_co... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260114_172823_954_a8eea1c0_b725e936 | Please look into the status of case HRC0000711. I'd like this case moved out of its current group and assigned to the Global Service Desk Group instead. Go ahead and transition it to the next state since work is now in progress and change the priority to high. Update the short description to accurately reflect the chan... | Please look into the status of case HRC0000711. I'd like this case moved out of its current group and assigned to the Global Service Desk Group instead. Go ahead and transition it to the next state since work is now in progress and change the priority to high. Update the short description to accurately reflect the chan... | 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_20260114_172823_954_a8eea1c0_b725e936.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 97,148 | 2,657 | 4,668 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"checklist_item_creation_verification":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM checkl... | enterprise-ops-gym |
task_20251127_070938_325_b393a327_a40b1f4e | 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... | Hey it’s Sheri Trujillo from Tier-2 Ops (sheri.trujillo60@servicenow.com). They just called me directly – that PostgreSQL OOM crash we closed last week as resolved (CS-0001213) because the customer said it was fixed? Total false positive. It’s back right now and has completely taken down their entire test environment. ... | [
"update_case",
"send_notification",
"list_users",
"search_cases",
"assign_case_to_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": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Verify case closed", "description": "Verify case closed, no reopen_count bump, not assigned to anyone, priority unchanged", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE number = 'CS-0001213' AND state = 'closed' AND r... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251127_070938_325_b393a327_a40b1f4e | Hey it’s Sheri Trujillo from Tier-2 Ops (sheri.trujillo60@servicenow.com). They just called me directly – that PostgreSQL OOM crash we closed last week as resolved (CS-0001213) because the customer said it was fixed? Total false positive. It’s back right now and has completely taken down their entire test environment. ... | Hey it’s Sheri Trujillo from Tier-2 Ops (sheri.trujillo60@servicenow.com). They just called me directly – that PostgreSQL OOM crash we closed last week as resolved (CS-0001213) because the customer said it was fixed? Total false positive. It’s back right now and has completely taken down their entire test environment. ... | 5 | 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_20251127_070938_325_b393a327_a40b1f4e.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 22,904 | 3,424 | 4,246 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify Notification":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 0","expected":0,"passed":false,"query":"SELECT COUNT(*) AS cnt FROM notification W... | enterprise-ops-gym |
task_20260105_173202_829_8e9e30d7_9740a454 | 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... | The TechCorp Solutions Team needs a refreshed structure to better support cross-functional work this quarter. I (James Wilson) need you to update the channel named Cross-Team Collaboration description to indicate that it is now the central coordination space for engineering, design, and operations. Alongside, create a ... | [
"create_virtual_event_webinar",
"list_team_members",
"list_users",
"list_channels",
"create_channel",
"send_channel_message",
"list_teams_apps",
"update_channel",
"list_teams",
"add_tabs_to_channels"
] | [] | /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_1764062937262_iucmwunax.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "cross_team_description_updated", "description": "Verify the Cross-Team Collaboration channel description was updated to indicate it is the central coordination space for engineering, design, and operations.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELE... | eog-gpt-5.5-2026-04-23-oh-task_20260105_173202_829_8e9e30d7_9740a454 | The TechCorp Solutions Team needs a refreshed structure to better support cross-functional work this quarter. I (James Wilson) need you to update the channel named Cross-Team Collaboration description to indicate that it is now the central coordination space for engineering, design, and operations. Alongside, create a ... | The TechCorp Solutions Team needs a refreshed structure to better support cross-functional work this quarter. I (James Wilson) need you to update the channel named Cross-Team Collaboration description to indicate that it is now the central coordination space for engineering, design, and operations. Alongside, create a ... | 14 | 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_173202_829_8e9e30d7_9740a454.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 79,736 | 2,738 | 4,802 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"cross_team_description_updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM c... | enterprise-ops-gym |
task_20260106_060646_574_1628b966_0fc7207a | 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 have an intern, Jamie, starting next week. Please get my inbox ready:
Create a label named 'Intern Training'.
Add Jamie's school email, 'jamie.intern@university.edu', to my forwarding addresses so I can send him stuff.
Create a filter for emails coming from 'learning@corp.com'. I want these emails to be automaticall... | [
"create_label",
"create_forwarding_address",
"create_filter",
"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/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "primary_email": "alice@example.com", "user_id": "u... | [{"verifier_type": "database_state", "name": "Verify Label Creation", "description": "Verify Label Created Successfully", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(id)\nFROM labels\nWHERE user_id = 'user_001'\n AND name = 'Intern Training';", "expected_value": 1, "comparison_type": "equ... | eog-gpt-5.5-2026-04-23-oh-task_20260106_060646_574_1628b966_0fc7207a | I have an intern, Jamie, starting next week. Please get my inbox ready:
Create a label named 'Intern Training'.
Add Jamie's school email, 'jamie.intern@university.edu', to my forwarding addresses so I can send him stuff.
Create a filter for emails coming from 'learning@corp.com'. I want these emails to be automaticall... | I have an intern, Jamie, starting next week. Please get my inbox ready:
Create a label named 'Intern Training'.
Add Jamie's school email, 'jamie.intern@university.edu', to my forwarding addresses so I can send him stuff.
Create a filter for emails coming from 'learning@corp.com'. I want these emails to be automaticall... | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_060646_574_1628b966_0fc7207a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 18,100 | 4,616 | 5,427 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify Filter":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(F.id)\nFROM filters AS F\nJOIN labe... | enterprise-ops-gym |
task_20260105_095412_678_a9f62433_bb5f5bb7 | 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, could you please pull up a list of all the PDF files for me? I need you to do a few things to them (except for Archived Report.pdf, which is already trashed). Can you please clear out all the old comments that are already in there? Just delete them all. Then, go through and add a brand new comment to each file tha... | [
"list_files",
"create_file",
"create_permission",
"create_comments",
"list_files_labels",
"delete_comments",
"modify_files_labels",
"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_1763988076613_f5g41taxz.sql", "context": {"x_auth_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify that comment has been added", "description": "Verify that the comment \"Mike Chen. Please proofread the pdf files\" is added", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM comment... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_095412_678_a9f62433_bb5f5bb7 | Hey, could you please pull up a list of all the PDF files for me? I need you to do a few things to them (except for Archived Report.pdf, which is already trashed). Can you please clear out all the old comments that are already in there? Just delete them all. Then, go through and add a brand new comment to each file tha... | Hey, could you please pull up a list of all the PDF files for me? I need you to do a few things to them (except for Archived Report.pdf, which is already trashed). Can you please clear out all the old comments that are already in there? Just delete them all. Then, go through and add a brand new comment to each file tha... | 27 | 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_20260105_095412_678_a9f62433_bb5f5bb7.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 120,157 | 7,313 | 10,619 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":8,"resolved":true,"score":1,"total_verifiers":8,"verification_results":{"File created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CASE \n WHEN EXISTS (\n ... | enterprise-ops-gym |
task_20260105_173202_829_8e9e30d7_9740a454 | 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... | The TechCorp Solutions Team needs a refreshed structure to better support cross-functional work this quarter. I (James Wilson) need you to update the channel named Cross-Team Collaboration description to indicate that it is now the central coordination space for engineering, design, and operations. Alongside, create a ... | [
"create_virtual_event_webinar",
"list_team_members",
"list_users",
"list_channels",
"create_channel",
"send_channel_message",
"list_teams_apps",
"update_channel",
"list_teams",
"add_tabs_to_channels"
] | [] | /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_1764062937262_iucmwunax.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "cross_team_description_updated", "description": "Verify the Cross-Team Collaboration channel description was updated to indicate it is the central coordination space for engineering, design, and operations.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELE... | eog-gemini-gemini-3.5-flash-oh-task_20260105_173202_829_8e9e30d7_9740a454 | The TechCorp Solutions Team needs a refreshed structure to better support cross-functional work this quarter. I (James Wilson) need you to update the channel named Cross-Team Collaboration description to indicate that it is now the central coordination space for engineering, design, and operations. Alongside, create a ... | The TechCorp Solutions Team needs a refreshed structure to better support cross-functional work this quarter. I (James Wilson) need you to update the channel named Cross-Team Collaboration description to indicate that it is now the central coordination space for engineering, design, and operations. Alongside, create a ... | 16 | 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_20260105_173202_829_8e9e30d7_9740a454.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 401,153 | 9,434 | 11,354 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"cross_team_description_updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM c... | enterprise-ops-gym |
task_20251210_150413_088_8db296d5_81f04ff0 | 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... | Oh, and whatever you do — keep the whole thing hidden until we announce, don't want anyone stumbling onto Project Phoenix 2025 early. The marketing@quantumlabs.io folks will need to see their folder once it's ready, same goes for engineers@alphagroup.com with theirs — just viewing rights for now. Actually let me back u... | [
"create_drive",
"create_comments",
"hide_drives",
"create_file",
"create_permission"
] | [] | /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": "ya29.7JHXw2su7-YfF1aks1FiHQoFa-td7rfNCTmL0QvHxfvR4QUu97Lpto8yk1Z-oiGchFDxLuxxrym_3T34PSTa68MYrQT47rr... | [{"verifier_type": "database_state", "name": "Project Phoenix 2025 Drive Created", "description": "Verify the Project Phoenix 2025 shared drive was created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM drives WHERE name = 'Project Phoenix 2025' AND trashed = false;", "expect... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251210_150413_088_8db296d5_81f04ff0 | Oh, and whatever you do — keep the whole thing hidden until we announce, don't want anyone stumbling onto Project Phoenix 2025 early. The marketing@quantumlabs.io folks will need to see their folder once it's ready, same goes for engineers@alphagroup.com with theirs — just viewing rights for now. Actually let me back u... | Oh, and whatever you do — keep the whole thing hidden until we announce, don't want anyone stumbling onto Project Phoenix 2025 early. The marketing@quantumlabs.io folks will need to see their folder once it's ready, same goes for engineers@alphagroup.com with theirs — just viewing rights for now. Actually let me back u... | 15 | 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_150413_088_8db296d5_81f04ff0.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 80,321 | 1,844 | 4,291 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"Campaign Strategy Brief Document Created Inside Marketing":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"WITH... | enterprise-ops-gym |
task_20251224_104537_197_701c5774_5c104832 | 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 started a new position as an agent in the HR company servicenow, I have my working email address jessicabrown@servicenow.com. But I am not sure which skills I have selected in the system. Could you please, check what skills I have. If there is no Spanish Language, could you please try to add it to my list of skills, ... | [
"add_new_skill_to_user",
"list_drafts",
"get_user_using_email",
"get_draft",
"list_skills",
"create_draft",
"list_user_skills",
"list_users"
] | [] | /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 correctly", "description": "Check that the draft is created correctly", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from messages m join drafts d on d.message_id = m.id join message_parts mp on mp.message_id =... | eog-gpt-5.5-2026-04-23-oh-task_20251224_104537_197_701c5774_5c104832 | I started a new position as an agent in the HR company servicenow, I have my working email address jessicabrown@servicenow.com. But I am not sure which skills I have selected in the system. Could you please, check what skills I have. If there is no Spanish Language, could you please try to add it to my list of skills, ... | I started a new position as an agent in the HR company servicenow, I have my working email address jessicabrown@servicenow.com. But I am not sure which skills I have selected in the system. Could you please, check what skills I have. If there is no Spanish Language, could you please try to add it to my list of skills, ... | 10 | 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_20251224_104537_197_701c5774_5c104832.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 88,236 | 6,904 | 7,754 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Check that the draft is created correctly":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 3","expected":3,"passed":false,"query":"select count(*) f... | 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-gpt-5.5-2026-04-23-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... | 15 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_173701_207_8ce75c22_3b124b32.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 28,993 | 4,658 | 6,779 | {"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_20260106_054515_137_1628b966_fe1068d4 | 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 am moving to Paris for a month and want to switch my account to match my new location.
First, change my account display language to French ('fr').
Set my vacation responder to be ON. The subject should be 'En vacances' and the body 'Je suis absent.', starting from November 26, 2025 10:00:00 AM to December 26, 2025 1... | [
"create_forwarding_address",
"update_language_settings",
"update_vacation_settings",
"update_auto_forwarding"
] | [] | /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", "primary_email": "alice@example.com", "user_id": "u... | [{"verifier_type": "database_state", "name": "Verify Localization & Vacation", "description": "Verify Localization & Vacation Completed Successfully", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT \n (SELECT COUNT(id) FROM language_settings \n WHERE user_id = 'user_001' AND display_language... | eog-gpt-5.5-2026-04-23-oh-task_20260106_054515_137_1628b966_fe1068d4 | I am moving to Paris for a month and want to switch my account to match my new location.
First, change my account display language to French ('fr').
Set my vacation responder to be ON. The subject should be 'En vacances' and the body 'Je suis absent.', starting from November 26, 2025 10:00:00 AM to December 26, 2025 1... | I am moving to Paris for a month and want to switch my account to match my new location.
First, change my account display language to French ('fr').
Set my vacation responder to be ON. The subject should be 'En vacances' and the body 'Je suis absent.', starting from November 26, 2025 10:00:00 AM to December 26, 2025 1... | 6 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_054515_137_1628b966_fe1068d4.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 10,665 | 1,775 | 2,377 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify Active Auto-Forwarding":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(id)\nFROM auto_fo... | enterprise-ops-gym |
task_20260121_162252_344_1afb323a_f878fac7 | 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... | For the account Russell, Johnson and Clark, can you help straighten out some of their contract details? Actually, their premium support contract still doesn’t match the quarterly billing structure they’re shifting to, so finance wants the amount rebalanced to around 33.414 grand dollar. while you’re reviewing things, c... | [
"find_account",
"update_contract",
"update_user_details",
"list_users",
"find_contacts",
"find_contracts",
"find_location"
] | [] | /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_1763385425683_sii21stih.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 contract_id = 100 AND contract_price = 2678;\n", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_typ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260121_162252_344_1afb323a_f878fac7 | For the account Russell, Johnson and Clark, can you help straighten out some of their contract details? Actually, their premium support contract still doesn’t match the quarterly billing structure they’re shifting to, so finance wants the amount rebalanced to around 33.414 grand dollar. while you’re reviewing things, c... | For the account Russell, Johnson and Clark, can you help straighten out some of their contract details? Actually, their premium support contract still doesn’t match the quarterly billing structure they’re shifting to, so finance wants the amount rebalanced to around 33.414 grand dollar. while you’re reviewing things, c... | 17 | 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_20260121_162252_344_1afb323a_f878fac7.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 58,484 | 4,639 | 6,380 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Contract":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM contract WHERE co... | enterprise-ops-gym |
task_20251125_113335_636_7ebc1127_a4ebffe8 | 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** and... | Several people across TechCorp reported missed or delayed Teams notifications between October 23 and October 31, 2025, mainly from the Engineering and IT groups. In the team named TechCorp Solutions Team, please create a private channel called Notification Reliability Review - Oct 23-31, 2025, with a short description ... | [
"create_channel",
"send_channel_message",
"list_users",
"create_virtual_event_townhall",
"list_teams"
] | [] | /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_1763719312619_uhgzo6si4.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "verify_channel_created", "description": "Confirms private review channel created correctly", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM channels c JOIN teams t ON t.team_id = c.team_id WHERE t.display_name = 'TechCorp Solutions Team' A... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251125_113335_636_7ebc1127_a4ebffe8 | Several people across TechCorp reported missed or delayed Teams notifications between October 23 and October 31, 2025, mainly from the Engineering and IT groups. In the team named TechCorp Solutions Team, please create a private channel called Notification Reliability Review - Oct 23-31, 2025, with a short description ... | Several people across TechCorp reported missed or delayed Teams notifications between October 23 and October 31, 2025, mainly from the Engineering and IT groups. In the team named TechCorp Solutions Team, please create a private channel called Notification Reliability Review - Oct 23-31, 2025, with a short description ... | 10 | 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_20251125_113335_636_7ebc1127_a4ebffe8.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 100,740 | 3,305 | 6,671 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"verify_channel_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM channels c JOIN t... | enterprise-ops-gym |
task_20251126_230708_209_a9f62433_84d414ed | 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 ... | Can I have the list my accessible drives? If there is currently no collaboration file between HR and Finance, create a drive for HR and Finance department called HR-Finance Collaboration where team members in both department can exchange similar documents relating to both teams. Create a doc file called "Collaboration ... | [
"create_permission",
"create_comments",
"create_drive",
"create_file",
"list_drives"
] | [] | /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 that new comment is available", "description": "verify that the comment \"Admin please add guideline before the end of the day\" is available", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n ... | eog-gpt-5.5-2026-04-23-oh-task_20251126_230708_209_a9f62433_84d414ed | Can I have the list my accessible drives? If there is currently no collaboration file between HR and Finance, create a drive for HR and Finance department called HR-Finance Collaboration where team members in both department can exchange similar documents relating to both teams. Create a doc file called "Collaboration ... | Can I have the list my accessible drives? If there is currently no collaboration file between HR and Finance, create a drive for HR and Finance department called HR-Finance Collaboration where team members in both department can exchange similar documents relating to both teams. Create a doc file called "Collaboration ... | 6 | 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_20251126_230708_209_a9f62433_84d414ed.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 24,309 | 1,172 | 1,846 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify that Mike Chen has neccessary permissions":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CA... | enterprise-ops-gym |
task_20251205_210412_800_0154326e_3caf7df7 | 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... | Hello, I need to set up a dedicated escalation workspace inside the TechCorp Solutions Team. Please create a standard channel called Client Support Escalations in that team and assign admin@techcorp.com as the channel owner, and add alice.manager@techcorp.com and dave.brown@techcorp.com as members so they can work on c... | [
"add_tabs_to_channels",
"create_teamwork_tag",
"add_channel_member",
"send_channel_message",
"provision_channel_email",
"list_teams",
"create_teamwork_tag_member",
"create_channel",
"list_users"
] | [] | /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_1764056995448_d8bull5d3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "channel exists", "description": "channel exists", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS channel_count\nFROM channels ch\nJOIN teams t ON t.team_id = ch.team_id\nWHERE t.team_id = 'team_techcorp_001'\n AND ch.display_name = 'Client ... | eog-gemini-gemini-3.5-flash-oh-task_20251205_210412_800_0154326e_3caf7df7 | Hello, I need to set up a dedicated escalation workspace inside the TechCorp Solutions Team. Please create a standard channel called Client Support Escalations in that team and assign admin@techcorp.com as the channel owner, and add alice.manager@techcorp.com and dave.brown@techcorp.com as members so they can work on c... | Hello, I need to set up a dedicated escalation workspace inside the TechCorp Solutions Team. Please create a standard channel called Client Support Escalations in that team and assign admin@techcorp.com as the channel owner, and add alice.manager@techcorp.com and dave.brown@techcorp.com as members so they can work on c... | 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_20251205_210412_800_0154326e_3caf7df7.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 121,520 | 5,641 | 6,631 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Escalation Dashboard":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS escalation_tab_count\... | 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-gemini-gemini-3.5-flash-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/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_20260116_133210_131_806f1a83_4c204063.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 154,743 | 8,060 | 10,236 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Confirm filter created with forwarding":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS c... | enterprise-ops-gym |
task_20251226_150609_837_4d9df647_84917c0b | hybrid | # **ITSM Management Assistant Policy**
**Role:** ITSM Management 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... | A critical app outage is reported by the Finance department. So First check there is any active incident description with "Finance App Outage Q1 Reporting Blocked". If it's not exist create it. I am user "Joanne Simpson", The Priority will be high, new state, category is software and assign to myselft.
Then move that ... | [
"create_incident",
"list_incidents",
"create_channel",
"list_teams",
"list_channels",
"list_users",
"update_incident",
"add_child_incident"
] | [] | /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/hybrid/dbs/db_1765880090918_aymg8twv8.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT... | [{"verifier_type": "database_state", "name": "Verify Exactly ONE active parent incident exists", "description": "Check Incident exist", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM incident\nWHERE short_description = 'Finance App Outage Q1 Reporting Blocked';", "expected_value": 1, ... | eog-gemini-gemini-3.5-flash-oh-task_20251226_150609_837_4d9df647_84917c0b | A critical app outage is reported by the Finance department. So First check there is any active incident description with "Finance App Outage Q1 Reporting Blocked". If it's not exist create it. I am user "Joanne Simpson", The Priority will be high, new state, category is software and assign to myselft.
Then move that ... | A critical app outage is reported by the Finance department. So First check there is any active incident description with "Finance App Outage Q1 Reporting Blocked". If it's not exist create it. I am user "Joanne Simpson", The Priority will be high, new state, category is software and assign to myselft.
Then move that ... | 14 | 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_20251226_150609_837_4d9df647_84917c0b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 270,062 | 5,780 | 7,487 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"Parent incident is in progress and assigned correctly":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT... | enterprise-ops-gym |
task_20260101_074825_586_a8eea1c0_e596bab2 | 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... | We have an open ticket regarding the Palo Alto PA-3220 V8 that's dragging on. Subscription service is poor and as the Ops Lead for Stark Industries, I’m expected to handle it. Escalating this to critical. Swap the hardware: the unit ending in 8853 at our London HQ is bricked. Mark it for repair. Register a replacement ... | [
"send_notification",
"find_sla_definitions",
"find_user_group",
"retrieve_installed_products",
"update_case",
"find_contracts",
"link_new_case_sla",
"find_contacts",
"register_new_installed_product",
"find_entitlements",
"update_installed_product_details",
"search_cases",
"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": "joanne.simpson@servicenow.com"}, "user_info": {"user_id": 4, "name": "Joanne Simpson", "email": "joanne.simps... | [{"verifier_type": "database_state", "name": "installed_product_status_update_to_repair", "description": "Verifies that the installed product with ID 42 was updated to repair status for the hardware swap.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM installed_product WHERE install... | eog-gemini-gemini-3.5-flash-oh-task_20260101_074825_586_a8eea1c0_e596bab2 | We have an open ticket regarding the Palo Alto PA-3220 V8 that's dragging on. Subscription service is poor and as the Ops Lead for Stark Industries, I’m expected to handle it. Escalating this to critical. Swap the hardware: the unit ending in 8853 at our London HQ is bricked. Mark it for repair. Register a replacement ... | We have an open ticket regarding the Palo Alto PA-3220 V8 that's dragging on. Subscription service is poor and as the Ops Lead for Stark Industries, I’m expected to handle it. Escalating this to critical. Swap the hardware: the unit ending in 8853 at our London HQ is bricked. Mark it for repair. Register a replacement ... | 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_20260101_074825_586_a8eea1c0_e596bab2.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 367,783 | 14,653 | 16,221 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"case_assignment_group_update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM customer_case... | 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-gpt-5.5-2026-04-23-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... | 6 | 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_20251124_112741_995_0a0bf089_3906a767.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 29,496 | 780 | 1,388 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":4,"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_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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)... | 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_20260114_091008_897_accab84d_786931e4.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 45,531 | 887 | 3,365 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":true,"score":1,"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 CO... | 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-gemini-gemini-3.5-flash-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... | 16 | 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_132019_309_bca89e7d_5ae689d9.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 309,151 | 8,352 | 11,239 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":9,"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 cal... | enterprise-ops-gym |
task_20260115_043251_808_ad5a67e3_2a60bc82 | 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 am architecting a new Lifecycle Case Execution flow for the ServiceNow organization. Please verify if the Executive Transitions topic category is correctly provisioned within the Talent Management COE; create it if missing. Within that category, ensure there is a Strategic Leadership Onboarding topic detail. Instanti... | [
"register_hr_criteria",
"create_new_service_template",
"add_new_topic_category",
"get_hr_service_by_name",
"get_topic_details",
"create_new_hr_service",
"add_new_topic_detail",
"get_topic_categories",
"create_new_hr_case",
"get_service_template_by_name",
"list_hr_criteria",
"get_user_using_nam... | [] | /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": "Topic Category exists: \"Executive Transitions\" in \"Talent Management\" COE", "description": "Topic Category exists: \"Executive Transitions\" in \"Talent Management\" COE", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM topic_c... | eog-gpt-5.5-2026-04-23-oh-task_20260115_043251_808_ad5a67e3_2a60bc82 | I am architecting a new Lifecycle Case Execution flow for the ServiceNow organization. Please verify if the Executive Transitions topic category is correctly provisioned within the Talent Management COE; create it if missing. Within that category, ensure there is a Strategic Leadership Onboarding topic detail. Instanti... | I am architecting a new Lifecycle Case Execution flow for the ServiceNow organization. Please verify if the Executive Transitions topic category is correctly provisioned within the Talent Management COE; create it if missing. Within that category, ensure there is a Strategic Leadership Onboarding topic detail. Instanti... | 17 | 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_043251_808_ad5a67e3_2a60bc82.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 82,792 | 4,629 | 5,791 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"HR Service exists and is wired correctly":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\n... | enterprise-ops-gym |
task_20260112_194743_238_a8eea1c0_a4b1468a | 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 ... | Gregory Richards is finalizing the response to that SAP Database Unreachable major incident. He spotted two symptomatic reports that need consolidation: one mentioning HR DB and another for Disk Full. Please find these and link them as children to the major SAP database incident. To ensure the desk doesn't duplicate tr... | [
"get_user",
"create_incident",
"add_child_incident",
"list_incidents",
"update_incident",
"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_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "child_incident_mappings_creation", "description": "Verifies that three child incident mappings were created linking INC_057, INC_030, and INC_101 as children of parent incident INC_001.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM child... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260112_194743_238_a8eea1c0_a4b1468a | Gregory Richards is finalizing the response to that SAP Database Unreachable major incident. He spotted two symptomatic reports that need consolidation: one mentioning HR DB and another for Disk Full. Please find these and link them as children to the major SAP database incident. To ensure the desk doesn't duplicate tr... | Gregory Richards is finalizing the response to that SAP Database Unreachable major incident. He spotted two symptomatic reports that need consolidation: one mentioning HR DB and another for Disk Full. Please find these and link them as children to the major SAP database incident. To ensure the desk doesn't duplicate tr... | 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_20260112_194743_238_a8eea1c0_a4b1468a.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 36,729 | 1,011 | 1,937 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"audit_trail_consistency":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT() FROM (SELECT 1 FROM ch... | enterprise-ops-gym |
task_20260114_173716_566_46ca2862_301e0b47 | 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 ... | Hey, could you please put together a knowledge article called 'SAP Oracle Database Memory Leak Resolution'? We had that recent outage, and it'd be great to capture what went wrong and how we fixed it. Here is the article content - "SAP Oracle Database Memory Leak Resolution Document Version: 1.0 Effective Date: Decembe... | [
"link_knowledge_to_incident",
"create_knowledge_article",
"get_user",
"update_knowledge_article",
"retrieve_knowledge_articles",
"list_child_incidents",
"find_incident_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.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify SAP Knowledge Article Creation", "description": "Confirms that the SAP Oracle Database Memory Leak Resolution knowledge article was created and published", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM knowledge\nWHERE title = 'SAP... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260114_173716_566_46ca2862_301e0b47 | Hey, could you please put together a knowledge article called 'SAP Oracle Database Memory Leak Resolution'? We had that recent outage, and it'd be great to capture what went wrong and how we fixed it. Here is the article content - "SAP Oracle Database Memory Leak Resolution Document Version: 1.0 Effective Date: Decembe... | Hey, could you please put together a knowledge article called 'SAP Oracle Database Memory Leak Resolution'? We had that recent outage, and it'd be great to capture what went wrong and how we fixed it. Here is the article content - "SAP Oracle Database Memory Leak Resolution Document Version: 1.0 Effective Date: Decembe... | 14 | 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_20260114_173716_566_46ca2862_301e0b47.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 50,568 | 2,860 | 6,216 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verify Knowledge Links to All Incidents":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 4","expected":4,"passed":false,"query":"SELECT COUNT(*)\nFROM... | enterprise-ops-gym |
task_20260106_161859_265_00364ece_0e836ce8 | 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 Bailey sent an email stating that their Managed Network Services Variant 17's performance degrades under heavy load. This is a new high-priority case that should be handled by either David Smith or Denise Watson. Assign the case to one of the two based on who currently has fewer cases to work on. Also, make sure... | [
"send_notification",
"find_user_group",
"check_user_membership",
"find_contact_by_portal_user",
"retrieve_knowledge",
"find_entitlements",
"link_case_knowledge",
"find_user",
"get_cases_assigned_to",
"find_product",
"add_new_group_member",
"create_new_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": "scott.mitchell@servicenow.com"}, "user_info": {"user_id": 41, "name": "Scott Mitchell", "email": "scott.mitch... | [{"verifier_type": "database_state", "name": "Validate new high priority case created. ", "description": "Validating whether a new high-priority case is created for Thomas Bailey's Managed Network Services Variant 17.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count\nFROM customer... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_161859_265_00364ece_0e836ce8 | Thomas Bailey sent an email stating that their Managed Network Services Variant 17's performance degrades under heavy load. This is a new high-priority case that should be handled by either David Smith or Denise Watson. Assign the case to one of the two based on who currently has fewer cases to work on. Also, make sure... | Thomas Bailey sent an email stating that their Managed Network Services Variant 17's performance degrades under heavy load. This is a new high-priority case that should be handled by either David Smith or Denise Watson. Assign the case to one of the two based on who currently has fewer cases to work on. Also, make sure... | 13 | 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_20260106_161859_265_00364ece_0e836ce8.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 23,528 | 983 | 2,169 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Validate new high priority case created. ":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS c... | enterprise-ops-gym |
task_20260114_172823_954_a8eea1c0_b725e936 | 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 look into the status of case HRC0000711. I'd like this case moved out of its current group and assigned to the Global Service Desk Group instead. Go ahead and transition it to the next state since work is now in progress and change the priority to high. Update the short description to accurately reflect the chan... | [
"update_hr_case",
"create_survey_instance",
"list_hr_cases",
"create_hr_case_task",
"update_survey",
"get_user_using_name",
"find_group_by_name",
"list_surveys",
"create_checklist",
"list_hr_case_tasks"
] | [] | /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_verification", "description": "Verifies that HR case HRC0000711 was updated with work_in_progress status, high priority, assigned to Global Service Desk (group_id 3), and the updated escalation short description.", "gym_name": "sn-hr-internal", "validation_co... | eog-gemini-gemini-3.5-flash-oh-task_20260114_172823_954_a8eea1c0_b725e936 | Please look into the status of case HRC0000711. I'd like this case moved out of its current group and assigned to the Global Service Desk Group instead. Go ahead and transition it to the next state since work is now in progress and change the priority to high. Update the short description to accurately reflect the chan... | Please look into the status of case HRC0000711. I'd like this case moved out of its current group and assigned to the Global Service Desk Group instead. Go ahead and transition it to the next state since work is now in progress and change the priority to high. Update the short description to accurately reflect the chan... | 13 | 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_20260114_172823_954_a8eea1c0_b725e936.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 275,354 | 6,672 | 8,049 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"checklist_item_creation_verification":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM checkl... | enterprise-ops-gym |
task_20251125_110309_032_464ee3e0_33f12828 | 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... | Please set up a webinar for me (james.wilson@techcorp.com) on October 27, 2025, from 10:00 AM to 2:00 PM UTC. Name it 'Workplace communication' and include a short description explaining that it's about improving effective communication in the workplace. Make it open to everyone. Add the other owner of the TechCorp Sol... | [
"list_team_members",
"send_channel_message",
"list_teams",
"create_virtual_event_webinar",
"publish_virtual_event_webinar",
"list_channels"
] | [] | /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_1763033448404_zhkq3s7ut.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99", "user-... | [{"verifier_type": "database_state", "name": "Check Webinar Created with Correct Details", "description": "Check Webinar Created with Correct Details", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS verification_result FROM virtual_event_webinars WHERE org_id = 'techcorp-001' AND displa... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251125_110309_032_464ee3e0_33f12828 | Please set up a webinar for me (james.wilson@techcorp.com) on October 27, 2025, from 10:00 AM to 2:00 PM UTC. Name it 'Workplace communication' and include a short description explaining that it's about improving effective communication in the workplace. Make it open to everyone. Add the other owner of the TechCorp Sol... | Please set up a webinar for me (james.wilson@techcorp.com) on October 27, 2025, from 10:00 AM to 2:00 PM UTC. Name it 'Workplace communication' and include a short description explaining that it's about improving effective communication in the workplace. Make it open to everyone. Add the other owner of the TechCorp Sol... | 7 | 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_20251125_110309_032_464ee3e0_33f12828.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 46,285 | 663 | 1,810 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Check Alice Johnson Added as Co-Organizer":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS... | 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-gemini-gemini-3.5-flash-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... | 11 | 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_20260116_165226_829_46ca2862_ff6cdacb.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 127,760 | 5,810 | 6,596 | {"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_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-gpt-5.5-2026-04-23-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. | 8 | 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_183935_893_e6427839_03a04c19.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 47,721 | 2,434 | 2,990 | {"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_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-gpt-5.5-2026-04-23-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/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_085958_358_a8eea1c0_6d7f242a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 153,784 | 4,060 | 5,103 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":true,"score":1,"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 WHERE... | enterprise-ops-gym |
task_20251127_173847_074_4d9df647_632c493d | 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, I’ve been reviewing some of the files on the drive, and I noticed a few issues with labels and comments. I need your help to tidy things up.
Please check my drive and clear all the comments on the files only if the file does not have a critical label.
Also, for the Technical Spec file, make sure its label is set... | [
"copy_files",
"list_comments",
"list_files",
"list_files_labels",
"modify_files_labels",
"delete_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_1764037585904_8n9do49ia.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": " Technical Spec Copy Exists", "description": "Verify a copy of Technical Spec file was created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files WHERE name = 'Copy of Technical Spec.pdf' AND mime_type = 'application/pdf'", "exp... | eog-gpt-5.5-2026-04-23-oh-task_20251127_173847_074_4d9df647_632c493d | Hey, I’ve been reviewing some of the files on the drive, and I noticed a few issues with labels and comments. I need your help to tidy things up.
Please check my drive and clear all the comments on the files only if the file does not have a critical label.
Also, for the Technical Spec file, make sure its label is set... | Hey, I’ve been reviewing some of the files on the drive, and I noticed a few issues with labels and comments. I need your help to tidy things up.
Please check my drive and clear all the comments on the files only if the file does not have a critical label.
Also, for the Technical Spec file, make sure its label is set... | 34 | 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_20251127_173847_074_4d9df647_632c493d.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 189,537 | 5,320 | 7,709 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{" Technical Spec Copy Exists":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM files 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-gpt-5.5-2026-04-23-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... | 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_20251204_125827_230_6f5b66fc_51e4bc12.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 47,875 | 2,890 | 3,650 | {"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_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-gemini-gemini-3.5-flash-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... | 11 | 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_20260114_171738_367_a8eea1c0_3f57db74.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 145,200 | 8,271 | 9,716 | {"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_20251204_153830_645_1628b966_3df25b52 | 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 ... | Okay, I need you to do this exactly as I say because I'm freaking out. Start a new draft to 'all-staff@company.com' with the subject 'Salaries' and the body 'See attached list.'
...Wait, NO. STOP. That is a terrible idea. Delete that draft immediately! I cannot risk sending that.
Instead, we need to lock this down. C... | [
"create_draft",
"create_filter",
"email_create_delegate",
"create_label",
"delete_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/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": "Verify Confidential Setup", "description": "Verify Confidential Label Created Successfully", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(F.id)\nFROM filters AS F\nJOIN labels AS L ON F.user_id = L.user_id\nWHERE F.user_id = 'user_001'\n AND L.... | eog-gpt-5.5-2026-04-23-oh-task_20251204_153830_645_1628b966_3df25b52 | Okay, I need you to do this exactly as I say because I'm freaking out. Start a new draft to 'all-staff@company.com' with the subject 'Salaries' and the body 'See attached list.'
...Wait, NO. STOP. That is a terrible idea. Delete that draft immediately! I cannot risk sending that.
Instead, we need to lock this down. C... | Okay, I need you to do this exactly as I say because I'm freaking out. Start a new draft to 'all-staff@company.com' with the subject 'Salaries' and the body 'See attached list.'
...Wait, NO. STOP. That is a terrible idea. Delete that draft immediately! I cannot risk sending that.
Instead, we need to lock this down. C... | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251204_153830_645_1628b966_3df25b52.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 20,486 | 2,045 | 2,679 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify Confidential Setup":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(F.id)\nFROM filters AS ... | enterprise-ops-gym |
task_20260109_043327_590_806f1a83_d690097e | 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've just received confirmation that the "MegaCorp Headquarters, 123 Business Ave, New York, NY" location will be unavailable from November 1 to November 28, 2025. Identify all events scheduled at this location during these dates and relocate them to "TechCorp Main Campus - Building 1, Conference Room B". For each rel... | [
"get_calendar_list",
"patch_event",
"patch_event",
"list_events",
"patch_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_1762868439331_kf914hbmw.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11"}, "user_in... | [{"verifier_type": "database_state", "name": "Events Relocated", "description": "Check events' new location", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM events WHERE location = 'TechCorp Main Campus - Building 1, Conference Room B'", "expected_value": 3, "comparison_type":... | eog-gemini-gemini-3.5-flash-oh-task_20260109_043327_590_806f1a83_d690097e | We've just received confirmation that the "MegaCorp Headquarters, 123 Business Ave, New York, NY" location will be unavailable from November 1 to November 28, 2025. Identify all events scheduled at this location during these dates and relocate them to "TechCorp Main Campus - Building 1, Conference Room B". For each rel... | We've just received confirmation that the "MegaCorp Headquarters, 123 Business Ave, New York, NY" location will be unavailable from November 1 to November 28, 2025. Identify all events scheduled at this location during these dates and relocate them to "TechCorp Main Campus - Building 1, Conference Room B". For each rel... | 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_20260109_043327_590_806f1a83_d690097e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 93,207 | 4,584 | 5,365 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Events Description Updated":{"actual":3,"comparison_type":"equals","details":"Comparison equals: 3 vs 3","expected":3,"passed":true,"query":"SELECT COUNT(*) AS count FROM ev... | enterprise-ops-gym |
task_20251128_131539_998_13762b97_bea81d98 | 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 ... | We need to do a comprehensive cleanup of our engineering files before the year-end audit. I need you to go through the engineering drive and find every file that was created or modified before March this year and still has open comment threads. For each of those files, close out all the unresolved comments with a note ... | [
"list_comments",
"create_replies",
"list_files",
"create_file",
"copy_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": "All Unresolved Comments Closed on Technical Spec", "description": "Verifies that All Unresolved Comments Closed on Technical Spec", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) as unresolved_count\nFROM comments\nWHERE file_id = '01JBQ... | eog-gpt-5.5-2026-04-23-oh-task_20251128_131539_998_13762b97_bea81d98 | We need to do a comprehensive cleanup of our engineering files before the year-end audit. I need you to go through the engineering drive and find every file that was created or modified before March this year and still has open comment threads. For each of those files, close out all the unresolved comments with a note ... | We need to do a comprehensive cleanup of our engineering files before the year-end audit. I need you to go through the engineering drive and find every file that was created or modified before March this year and still has open comment threads. For each of those files, close out all the unresolved comments with a note ... | 21 | 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_20251128_131539_998_13762b97_bea81d98.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 311,413 | 4,660 | 6,775 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"All Unresolved Comments Closed on Technical Spec":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 0","expected":0,"passed":false,"query":"SELECT COUN... | enterprise-ops-gym |
task_20251205_150335_071_464ee3e0_19d263cd | 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... | Today, the 5th of December, 2025 I need to initiate a secure call right now with Alice Johnson and Mike Thompson for an EOD Security Checkpoint - configure it so content sharing is disabled. While you're at it, pull up Bob Smith's most recent call from the last two months. For our virtual events, create a townhall call... | [
"create_call",
"send_channel_message",
"create_virtual_event_townhall",
"list_teams",
"list_call_records",
"list_users",
"list_channels"
] | [] | /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_1763033448404_zhkq3s7ut.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Verifier 1: Call Created with EOD Security Checkpoint", "description": "Verify secure call created with correct subject and participants (Alice Johnson and Mike Thompson).", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM calls WHERE subjec... | eog-gemini-gemini-3.5-flash-oh-task_20251205_150335_071_464ee3e0_19d263cd | Today, the 5th of December, 2025 I need to initiate a secure call right now with Alice Johnson and Mike Thompson for an EOD Security Checkpoint - configure it so content sharing is disabled. While you're at it, pull up Bob Smith's most recent call from the last two months. For our virtual events, create a townhall call... | Today, the 5th of December, 2025 I need to initiate a secure call right now with Alice Johnson and Mike Thompson for an EOD Security Checkpoint - configure it so content sharing is disabled. While you're at it, pull up Bob Smith's most recent call from the last two months. For our virtual events, create a townhall call... | 15 | 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_20251205_150335_071_464ee3e0_19d263cd.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 377,823 | 9,229 | 12,082 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verifier 1: Call Created with EOD Security Checkpoint":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT ... | enterprise-ops-gym |
task_20260112_124137_537_761f6b82_9e1a6b99 | 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 ... | The comprehensive policy renewal initiative begins with a review of the company's existing Payroll FAQ knowledge base entry, the status of which dictates the immediate next steps. If the article is currently published, its short description will be minimally updated to include the notation " - Updated International Pay... | [
"retrieve_knowledge_articles",
"get_user_using_email",
"create_new_hr_case",
"update_knowledge_article",
"create_survey_instance",
"get_user_using_name",
"create_hr_case_task",
"list_skills",
"list_user_skills",
"add_new_skill_to_user",
"create_survey"
] | [] | /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_1765529350682_48wb3wot7.sql", "context": {"x-access-token": "hr_token_sarah_chen_001"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "Verify Knowledge Logic", "description": "Verify Escalation Rule", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*)\nFROM knowledge\nWHERE kb_number = 'KB-003'\n AND body LIKE '% - Updated International Payment Guidance.';\n-- Expected Result: 1... | eog-gemini-gemini-3.5-flash-oh-task_20260112_124137_537_761f6b82_9e1a6b99 | The comprehensive policy renewal initiative begins with a review of the company's existing Payroll FAQ knowledge base entry, the status of which dictates the immediate next steps. If the article is currently published, its short description will be minimally updated to include the notation " - Updated International Pay... | The comprehensive policy renewal initiative begins with a review of the company's existing Payroll FAQ knowledge base entry, the status of which dictates the immediate next steps. If the article is currently published, its short description will be minimally updated to include the notation " - Updated International Pay... | 11 | 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_20260112_124137_537_761f6b82_9e1a6b99.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 146,978 | 11,884 | 12,679 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify High Priority Task Creation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT count(*)\nFROM hr_cas... | enterprise-ops-gym |
task_20260106_133642_894_66392a82_3e083fa5 | 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... | The support team has reached out regarding one of our contacts, "Derek Blake." His issue was previously handled by Alexandra Hansen, and it now appears to have been closed prematurely, while the internal workflow for follow-up actions was never completed. The case associated with Derek requires managerial oversight so ... | [
"find_entitlements",
"find_user",
"find_contact_by_portal_user",
"search_cases",
"update_user_details",
"list_user_groups",
"update_case",
"list_group_members",
"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/csm/dbs/db_1765127762806_vmzizk5bq.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": "Derek Blake User Reactivated", "description": "Checks that the Derek Blake is active.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM user WHERE user_id = 622 AND active = 1; ", "expected_value": 1, "comparison_type": "equals"}}, {... | eog-gemini-gemini-3.5-flash-oh-task_20260106_133642_894_66392a82_3e083fa5 | The support team has reached out regarding one of our contacts, "Derek Blake." His issue was previously handled by Alexandra Hansen, and it now appears to have been closed prematurely, while the internal workflow for follow-up actions was never completed. The case associated with Derek requires managerial oversight so ... | The support team has reached out regarding one of our contacts, "Derek Blake." His issue was previously handled by Alexandra Hansen, and it now appears to have been closed prematurely, while the internal workflow for follow-up actions was never completed. The case associated with Derek requires managerial oversight so ... | 11 | 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_20260106_133642_894_66392a82_3e083fa5.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 124,259 | 5,191 | 5,766 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Case Reopened and Assigned to an Account Management Manager":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELE... | 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-gemini-gemini-3.5-flash-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... | 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_20251222_072805_599_99ba2325_ae6b0778.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 157,868 | 6,622 | 7,381 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"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_20251125_154624_258_701c5774_59c41eed | 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 ... | Find an attachment with the name "project_milestone.pdf", check if I have sent this attachment to carol@university.edu, and if not, write a draft from me, to carol@university.edu, with subject: "Project Milestone", and body text: "Hi, here is the file I promised to send you", attach the same file that you will find to ... | [
"get_message",
"list_messages",
"get_attachment",
"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/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 the receiver of the new draft", "description": "Check the receiver of the new draft", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from message_parts mp join messages m on m.id = mp.message_id join message_headers mh on mh.message_part_... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251125_154624_258_701c5774_59c41eed | Find an attachment with the name "project_milestone.pdf", check if I have sent this attachment to carol@university.edu, and if not, write a draft from me, to carol@university.edu, with subject: "Project Milestone", and body text: "Hi, here is the file I promised to send you", attach the same file that you will find to ... | Find an attachment with the name "project_milestone.pdf", check if I have sent this attachment to carol@university.edu, and if not, write a draft from me, to carol@university.edu, with subject: "Project Milestone", and body text: "Hi, here is the file I promised to send you", attach the same file that you will find to ... | 17 | 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_20251125_154624_258_701c5774_59c41eed.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 76,014 | 1,957 | 4,168 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Check the name of an attachment of a new draft":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"select count(... | enterprise-ops-gym |
task_20260105_161440_926_701c5774_7dd66a6f | 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 don't want to read any of the messages coming from manager@company.com. Could you please create a label "Black List" colored black, if it does not exist. Apply this label to all messages from manager@company.com. And make a rule, so that any future message from manager@company.com without attachments, chat excluded, ... | [
"create_filter",
"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 that old message have a new label Black List", "description": "Check that old message have a new label Black List", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from labels l join message_labels ml on l.id = ml.label_id where ml.message... | eog-gpt-5.5-2026-04-23-oh-task_20260105_161440_926_701c5774_7dd66a6f | I don't want to read any of the messages coming from manager@company.com. Could you please create a label "Black List" colored black, if it does not exist. Apply this label to all messages from manager@company.com. And make a rule, so that any future message from manager@company.com without attachments, chat excluded, ... | I don't want to read any of the messages coming from manager@company.com. Could you please create a label "Black List" colored black, if it does not exist. Apply this label to all messages from manager@company.com. And make a rule, so that any future message from manager@company.com without attachments, chat excluded, ... | 7 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_161440_926_701c5774_7dd66a6f.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 16,982 | 1,696 | 2,258 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Check taht a new filter is created with correct rules":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT C... | enterprise-ops-gym |
task_20251127_070938_325_b393a327_a40b1f4e | 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... | Hey it’s Sheri Trujillo from Tier-2 Ops (sheri.trujillo60@servicenow.com). They just called me directly – that PostgreSQL OOM crash we closed last week as resolved (CS-0001213) because the customer said it was fixed? Total false positive. It’s back right now and has completely taken down their entire test environment. ... | [
"update_case",
"send_notification",
"list_users",
"search_cases",
"assign_case_to_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": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Verify case closed", "description": "Verify case closed, no reopen_count bump, not assigned to anyone, priority unchanged", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE number = 'CS-0001213' AND state = 'closed' AND r... | eog-gpt-5.5-2026-04-23-oh-task_20251127_070938_325_b393a327_a40b1f4e | Hey it’s Sheri Trujillo from Tier-2 Ops (sheri.trujillo60@servicenow.com). They just called me directly – that PostgreSQL OOM crash we closed last week as resolved (CS-0001213) because the customer said it was fixed? Total false positive. It’s back right now and has completely taken down their entire test environment. ... | Hey it’s Sheri Trujillo from Tier-2 Ops (sheri.trujillo60@servicenow.com). They just called me directly – that PostgreSQL OOM crash we closed last week as resolved (CS-0001213) because the customer said it was fixed? Total false positive. It’s back right now and has completely taken down their entire test environment. ... | 3 | 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_20251127_070938_325_b393a327_a40b1f4e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 13,751 | 3,556 | 3,768 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify Notification":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM notification WHE... | enterprise-ops-gym |
task_20251231_164213_376_00364ece_724e98d5 | 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... | Diana Johnson left the company and won't be working anymore. Let Casey Green take over all the active cases (cases not cancelled or Closed) of Diana. Make sure the group Case Assignment_3 is also looking after the latest active case of Diana, effective immediately. Once done, send report to the customer of the latest o... | [
"add_new_group_member",
"list_users",
"update_case",
"find_user_group",
"check_user_membership",
"send_notification",
"get_cases_assigned_to",
"find_contacts",
"find_user",
"update_user_details"
] | [] | /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 user deactivation.", "description": "Validating whether Diana Johnson is deactivated. ", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT count(*) as count\nFROM user\nWHERE first_name = 'Diana'\n AND last_name = 'Johnson'\n AND active = Fals... | eog-gpt-5.5-2026-04-23-oh-task_20251231_164213_376_00364ece_724e98d5 | Diana Johnson left the company and won't be working anymore. Let Casey Green take over all the active cases (cases not cancelled or Closed) of Diana. Make sure the group Case Assignment_3 is also looking after the latest active case of Diana, effective immediately. Once done, send report to the customer of the latest o... | Diana Johnson left the company and won't be working anymore. Let Casey Green take over all the active cases (cases not cancelled or Closed) of Diana. Make sure the group Case Assignment_3 is also looking after the latest active case of Diana, effective immediately. Once done, send report to the customer of the latest o... | 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_20251231_164213_376_00364ece_724e98d5.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 54,639 | 1,821 | 2,440 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Validate case reassignment.":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count\nFROM custo... | enterprise-ops-gym |
task_20260115_122753_129_1628b966_0c22c9cc | 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**. ... | Create a label name 'Testing' if not present. The background should be black and the text color should be white. Remove all labels from the first message related to expense report. Finally, create a new case ,"Account visible as banned - Unable to log in and needs help" with priority 'moderate' and channel 'email', for... | [
"list_messages",
"list_labels",
"modify_message",
"create_new_case",
"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/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "qoGItXpkwx11Ra2hRNlff9yDRvZoQLbUDJwFRa8kdh8", "user_id": "29f53099-fa49-43e9-98c1-398c480af140", "pr... | [{"verifier_type": "database_state", "name": "Verify no labels on the message", "description": "Verify no labels on the message", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM message_labels ml\nWHERE ml.message_id = '572e6f01-a448-4265-aef3-0e1f8e93fb22';", "expected_value":... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260115_122753_129_1628b966_0c22c9cc | Create a label name 'Testing' if not present. The background should be black and the text color should be white. Remove all labels from the first message related to expense report. Finally, create a new case ,"Account visible as banned - Unable to log in and needs help" with priority 'moderate' and channel 'email', for... | Create a label name 'Testing' if not present. The background should be black and the text color should be white. Remove all labels from the first message related to expense report. Finally, create a new case ,"Account visible as banned - Unable to log in and needs help" with priority 'moderate' and channel 'email', for... | 5 | 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_20260115_122753_129_1628b966_0c22c9cc.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 42,081 | 2,762 | 3,895 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Label Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM labels l\... | enterprise-ops-gym |
task_20251226_113744_669_0a0bf089_6a786508 | 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... | First, create a new HR service named 'Remote Work Equipment Support' with fulfillment as 'manual' and COE 'HRIT'. Next, create a new service template named 'Laptop Request Template' associated with the 'Remote Work Equipment Support' service. The template must include values with short description 'Laptop request for r... | [
"create_new_hr_service",
"create_event",
"create_new_service_template",
"get_hr_service_by_name",
"create_calendar",
"update_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/hybrid/dbs/db_1766557346752_3wcj2d1gv.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify HR service renamed", "description": "Verify HR service renamed", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_service WHERE service_name = 'Remote Work Equipment Support Mainly for Laptops' AND fulfillment_type = 'manual';", "... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251226_113744_669_0a0bf089_6a786508 | First, create a new HR service named 'Remote Work Equipment Support' with fulfillment as 'manual' and COE 'HRIT'. Next, create a new service template named 'Laptop Request Template' associated with the 'Remote Work Equipment Support' service. The template must include values with short description 'Laptop request for r... | First, create a new HR service named 'Remote Work Equipment Support' with fulfillment as 'manual' and COE 'HRIT'. Next, create a new service template named 'Laptop Request Template' associated with the 'Remote Work Equipment Support' service. The template must include values with short description 'Laptop request for r... | 9 | 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_20251226_113744_669_0a0bf089_6a786508.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 41,258 | 1,911 | 3,294 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Verify HR service renamed":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM hr_service WHE... | enterprise-ops-gym |
task_20260113_120745_735_4d9df647_017a9009 | 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... | Emergency customer call needed. Find the NetApp storage case (FAS model) from web channel at low priority.
Look up Bob Smith's user details in Teams so you can call him. Create an outbound call to Bob Smith to discuss case CS-0000008 emergency data corruption response. Use callback URI https://techcorp.com/api/calls/c... | [
"send_channel_message",
"create_call",
"get_user",
"update_case",
"find_contacts",
"search_cases",
"list_channels",
"send_notification",
"find_products"
] | [] | /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-access-token": "tok_f4d363b73d4b_83e7a19d05bc_0195c10f"}, "user_info": ... | [{"verifier_type": "database_state", "name": "Verify Case Escalated to Critical", "description": "Confirms NetApp case priority changed from low to critical with impact escalation", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE case_id = 8 AND priority = 'critical... | eog-gemini-gemini-3.5-flash-oh-task_20260113_120745_735_4d9df647_017a9009 | Emergency customer call needed. Find the NetApp storage case (FAS model) from web channel at low priority.
Look up Bob Smith's user details in Teams so you can call him. Create an outbound call to Bob Smith to discuss case CS-0000008 emergency data corruption response. Use callback URI https://techcorp.com/api/calls/c... | Emergency customer call needed. Find the NetApp storage case (FAS model) from web channel at low priority.
Look up Bob Smith's user details in Teams so you can call him. Create an outbound call to Bob Smith to discuss case CS-0000008 emergency data corruption response. Use callback URI https://techcorp.com/api/calls/c... | 9 | 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_20260113_120745_735_4d9df647_017a9009.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 269,909 | 5,380 | 6,056 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify Alert Notification Sent":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM notificat... | 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-gpt-5.5-2026-04-23-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... | 2 | 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_170909_782_a9f62433_ecdfc657.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 6,410 | 725 | 887 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Sarah has permission to technical spec":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT \n CASE \n ... | enterprise-ops-gym |
task_20251225_152803_886_ae7b45e2_15fd131c | 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... | I need to set up skills and group membership for Travis Wood. Can you look him up by email, travis.wood@servicenow.com and check what skills are available in the system, assign the 'Talent Management' skill to him, add him to the 'HR Service Desk' group, and create a skills tracking folder in our Drive with a note abou... | [
"add_new_group_member",
"add_new_skill_to_user",
"get_user_using_email",
"create_file",
"list_skills",
"get_user_using_name",
"find_group_by_name",
"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/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"x-auth-token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": "Verify User Lookup Successful", "description": "Checks that Travis Wood's user profile was retrieved using his email address", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM user WHERE email = 'travis.wood@servicenow.com' AND active = TRU... | eog-gpt-5.5-2026-04-23-oh-task_20251225_152803_886_ae7b45e2_15fd131c | I need to set up skills and group membership for Travis Wood. Can you look him up by email, travis.wood@servicenow.com and check what skills are available in the system, assign the 'Talent Management' skill to him, add him to the 'HR Service Desk' group, and create a skills tracking folder in our Drive with a note abou... | I need to set up skills and group membership for Travis Wood. Can you look him up by email, travis.wood@servicenow.com and check what skills are available in the system, assign the 'Talent Management' skill to him, add him to the 'HR Service Desk' group, and create a skills tracking folder in our Drive with a note abou... | 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_20251225_152803_886_ae7b45e2_15fd131c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 21,073 | 1,144 | 1,860 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verify Group Found":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user_group WHERE nam... | enterprise-ops-gym |
task_20251222_133355_087_30600918_e9215c57 | 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 ... | Cheryl Osborne called us and reported that she had reached our office and was trying to set up the laptop to attend the afternoon meeting. However, she was unable to connect to the internet. She also tried connecting as a guest but had no luck. Hence, she reached out to us to raise a critical priority incident. Kindly ... | [
"get_user",
"retrieve_knowledge_articles",
"link_new_incident_sla",
"send_notification",
"find_sla_definitions",
"link_knowledge_to_incident",
"get_user_using_name",
"create_incident",
"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": "Verify KB Tag", "description": "Verify KB Tag", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident_knowledge WHERE incident_id = 'INC_101' AND knowledge_id ='KB_017' AND incident_kb_id ='IKB_046' AND used_as='suggested';", "expected_va... | eog-gpt-5.5-2026-04-23-oh-task_20251222_133355_087_30600918_e9215c57 | Cheryl Osborne called us and reported that she had reached our office and was trying to set up the laptop to attend the afternoon meeting. However, she was unable to connect to the internet. She also tried connecting as a guest but had no luck. Hence, she reached out to us to raise a critical priority incident. Kindly ... | Cheryl Osborne called us and reported that she had reached our office and was trying to set up the laptop to attend the afternoon meeting. However, she was unable to connect to the internet. She also tried connecting as a guest but had no luck. Hence, she reached out to us to raise a critical priority incident. Kindly ... | 15 | 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_133355_087_30600918_e9215c57.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 85,411 | 3,364 | 4,676 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Verify Incident ":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident WHERE incident_... | enterprise-ops-gym |
task_20251203_132337_123_be6c9105_2058c06b | 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 ... | John Smith needs to finalize the 'Technical Spec.pdf' for Q1 release approval. Update the document's application specific file metadata to include status(approved) and release_version(2.0) for version control tracking. Alex Rodriguez requires writer access for implementation work, transitioning from current commenting ... | [
"list_permission",
"list_comments",
"create_permission",
"update_files",
"create_replies",
"update_permission",
"create_comments",
"list_files",
"delete_permission"
] | [] | /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_1763731281343_wbypacphk.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Release Metadata Added to File", "description": "Release Metadata Added to File", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "WITH release_file AS (\n SELECT\n id,\n name,\n app_properties\n FROM files\n WHERE id = '01JBQM3K8TGHZX9RNVQM5Y... | eog-gpt-5.5-2026-04-23-oh-task_20251203_132337_123_be6c9105_2058c06b | John Smith needs to finalize the 'Technical Spec.pdf' for Q1 release approval. Update the document's application specific file metadata to include status(approved) and release_version(2.0) for version control tracking. Alex Rodriguez requires writer access for implementation work, transitioning from current commenting ... | John Smith needs to finalize the 'Technical Spec.pdf' for Q1 release approval. Update the document's application specific file metadata to include status(approved) and release_version(2.0) for version control tracking. Alex Rodriguez requires writer access for implementation work, transitioning from current commenting ... | 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_20251203_132337_123_be6c9105_2058c06b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 28,500 | 1,082 | 1,928 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Alex Rodriguez Permission Upgraded to Writer":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"WITH alex_user AS... | enterprise-ops-gym |
task_20260106_170941_065_df2c536d_5b164657 | 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... | Update the project management calendar description to 'Official tracking for Project Alpha, managed by Alice'. Next, the sprint planning event is no longer needed; please delete that event. Replace it with a new 30-minute event called Project Alpha Sync at 9 AM (America/New_York time) next Monday (17th Nov 2025), and ... | [
"delete_acl_rule",
"list_events",
"create_event",
"list_acl_rules",
"delete_event",
"get_calendar_list",
"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_1767718417243_3x8v487ma.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Calendar description updated", "description": "Verifies 'Project Management' calendar (alice-projects) description was updated.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM calendars WHERE calendar_id = 'alice-projects' AND description ... | eog-gemini-gemini-3.5-flash-oh-task_20260106_170941_065_df2c536d_5b164657 | Update the project management calendar description to 'Official tracking for Project Alpha, managed by Alice'. Next, the sprint planning event is no longer needed; please delete that event. Replace it with a new 30-minute event called Project Alpha Sync at 9 AM (America/New_York time) next Monday (17th Nov 2025), and ... | Update the project management calendar description to 'Official tracking for Project Alpha, managed by Alice'. Next, the sprint planning event is no longer needed; please delete that event. Replace it with a new 30-minute event called Project Alpha Sync at 9 AM (America/New_York time) next Monday (17th Nov 2025), and ... | 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_20260106_170941_065_df2c536d_5b164657.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 102,074 | 3,563 | 4,155 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"ACL rule deleted":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) FROM acls WHERE id = 'acl-... | enterprise-ops-gym |
task_20260106_060646_574_1628b966_0fc7207a | 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 have an intern, Jamie, starting next week. Please get my inbox ready:
Create a label named 'Intern Training'.
Add Jamie's school email, 'jamie.intern@university.edu', to my forwarding addresses so I can send him stuff.
Create a filter for emails coming from 'learning@corp.com'. I want these emails to be automaticall... | [
"create_label",
"create_forwarding_address",
"create_filter",
"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/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "primary_email": "alice@example.com", "user_id": "u... | [{"verifier_type": "database_state", "name": "Verify Label Creation", "description": "Verify Label Created Successfully", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(id)\nFROM labels\nWHERE user_id = 'user_001'\n AND name = 'Intern Training';", "expected_value": 1, "comparison_type": "equ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_060646_574_1628b966_0fc7207a | I have an intern, Jamie, starting next week. Please get my inbox ready:
Create a label named 'Intern Training'.
Add Jamie's school email, 'jamie.intern@university.edu', to my forwarding addresses so I can send him stuff.
Create a filter for emails coming from 'learning@corp.com'. I want these emails to be automaticall... | I have an intern, Jamie, starting next week. Please get my inbox ready:
Create a label named 'Intern Training'.
Add Jamie's school email, 'jamie.intern@university.edu', to my forwarding addresses so I can send him stuff.
Create a filter for emails coming from 'learning@corp.com'. I want these emails to be automaticall... | 8 | 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_060646_574_1628b966_0fc7207a.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 15,528 | 958 | 1,973 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Filter":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(F.id)\nFROM filters AS F\nJOIN la... | enterprise-ops-gym |
task_20260115_143541_964_fa1836dc_dc6652fd | 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 ... | At Northbridge Retail Systems, a new readiness policy requires that customer-facing checkout capabilities be accurately harmonized and free of legacy duplication ahead of high-traffic retail events. You are responsible for ensuring that the 'Online Card Payments' service is registered as a production, operational, crit... | [
"add_new_service",
"register_new_service_offering",
"find_service_offerings",
"update_service_offering",
"find_services",
"update_service",
"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": "Check if \"Online Card Payments\" service exists with correct properties", "description": "Check if \"Online Card Payments\" service exists with correct properties", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM service\nWHERE name = 'Onl... | eog-gemini-gemini-3.5-flash-oh-task_20260115_143541_964_fa1836dc_dc6652fd | At Northbridge Retail Systems, a new readiness policy requires that customer-facing checkout capabilities be accurately harmonized and free of legacy duplication ahead of high-traffic retail events. You are responsible for ensuring that the 'Online Card Payments' service is registered as a production, operational, crit... | At Northbridge Retail Systems, a new readiness policy requires that customer-facing checkout capabilities be accurately harmonized and free of legacy duplication ahead of high-traffic retail events. You are responsible for ensuring that the 'Online Card Payments' service is registered as a production, operational, crit... | 15 | 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_20260115_143541_964_fa1836dc_dc6652fd.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 233,608 | 13,024 | 14,799 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"Check if \"Online Card Payments\" service exists with correct properties":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true... | enterprise-ops-gym |
task_20251224_104537_197_701c5774_5c104832 | 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 started a new position as an agent in the HR company servicenow, I have my working email address jessicabrown@servicenow.com. But I am not sure which skills I have selected in the system. Could you please, check what skills I have. If there is no Spanish Language, could you please try to add it to my list of skills, ... | [
"add_new_skill_to_user",
"list_drafts",
"get_user_using_email",
"get_draft",
"list_skills",
"create_draft",
"list_user_skills",
"list_users"
] | [] | /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 correctly", "description": "Check that the draft is created correctly", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from messages m join drafts d on d.message_id = m.id join message_parts mp on mp.message_id =... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251224_104537_197_701c5774_5c104832 | I started a new position as an agent in the HR company servicenow, I have my working email address jessicabrown@servicenow.com. But I am not sure which skills I have selected in the system. Could you please, check what skills I have. If there is no Spanish Language, could you please try to add it to my list of skills, ... | I started a new position as an agent in the HR company servicenow, I have my working email address jessicabrown@servicenow.com. But I am not sure which skills I have selected in the system. Could you please, check what skills I have. If there is no Spanish Language, could you please try to add it to my list of skills, ... | 11 | 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_20251224_104537_197_701c5774_5c104832.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 110,720 | 2,887 | 4,592 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Check that the draft is created correctly":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 3","expected":3,"passed":false,"query":"select count(*) f... | enterprise-ops-gym |
task_20260114_124106_138_1628b966_ddc2587a | 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 find my primary send-as aliases and take the display name from there. I want you to change my first and last names in csm to the same name I have in my display name there.
After that, create a new send-as alias using my previous first and last names from the csm and the signature "Thank you! Best regards, your J... | [
"send_message",
"update_user_details",
"get_draft",
"list_drafts",
"verify_send_as_alias",
"list_users",
"create_send_as_alias",
"list_send_as_aliases"
] | [] | /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 send as alias is created as requested and verified", "description": "Check that the send as alias is created as requested and verified", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from send_as_aliases where user_id = '104daf4... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260114_124106_138_1628b966_ddc2587a | Please find my primary send-as aliases and take the display name from there. I want you to change my first and last names in csm to the same name I have in my display name there.
After that, create a new send-as alias using my previous first and last names from the csm and the signature "Thank you! Best regards, your J... | Please find my primary send-as aliases and take the display name from there. I want you to change my first and last names in csm to the same name I have in my display name there.
After that, create a new send-as alias using my previous first and last names from the csm and the signature "Thank you! Best regards, your J... | 7 | 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_20260114_124106_138_1628b966_ddc2587a.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 92,702 | 1,361 | 2,339 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Check that the first and last names are updated successfully":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":"1","passed":false,"quer... | enterprise-ops-gym |
task_20260108_165812_020_4d9df647_eeacd121 | 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... | Hi, as we’re getting closer to wrapping up the quarter, a few things have come up in our workspace that could use a bit of tidying so everything stays on track.
I noticed a couple of access requests sitting in the queue. Melissa is trying to finalize the Q4 numbers in the Q4 2024 Reports folder, so she’ll need to make... | [
"create_file",
"list_accessproposals",
"delete_permission",
"resolve_accessproposals",
"modify_files_labels",
"list_permission",
"list_files",
"list_files_labels"
] | [] | /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": "ya29.7VTEwhQcUkWkxHjfAkGzd5CMiSq3CyH0LXYU9vvQpsN0GCn6eTI6NGBXjxNY_YA0Fy9CdYBH7CxNiJOfR65Xkn8AJYYkpi1... | [{"verifier_type": "database_state", "name": "Verify Access Proposal for Melissa (Q4 2024 Reports) is APPROVED", "description": "Verify Access Proposal for Melissa (Q4 2024 Reports) is APPROVED", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT\n COUNT(ap.id)\nFROM access_proposals ap\nJOIN f... | eog-gpt-5.5-2026-04-23-oh-task_20260108_165812_020_4d9df647_eeacd121 | Hi, as we’re getting closer to wrapping up the quarter, a few things have come up in our workspace that could use a bit of tidying so everything stays on track.
I noticed a couple of access requests sitting in the queue. Melissa is trying to finalize the Q4 numbers in the Q4 2024 Reports folder, so she’ll need to make... | Hi, as we’re getting closer to wrapping up the quarter, a few things have come up in our workspace that could use a bit of tidying so everything stays on track.
I noticed a couple of access requests sitting in the queue. Melissa is trying to finalize the Q4 numbers in the Q4 2024 Reports folder, so she’ll need to make... | 32 | 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_20260108_165812_020_4d9df647_eeacd121.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 464,174 | 4,854 | 6,996 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify \"Q1 2025 Goals\" File Creation (PDF)":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":"1","passed":false,"query":"SELECT\n COU... | enterprise-ops-gym |
task_20260108_041838_219_df0ecdeb_3f8c0642 | 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 celebrating a well-earned promotion in the TechCorp Solutions Team. I (James Wilson) am handling the update. Please start a call with Carol White right now to congratulate her on her new role. Additionally, update her profile to show her job title as Senior UX Designer. Then, post a message in the General channel... | [
"list_teams",
"send_channel_message",
"update_user",
"create_call",
"list_users",
"list_channels"
] | [] | /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": "Update Carol White\u2019s Job Title", "description": "Verify that Carol White\u2019s job title has been updated to Senior UX Designer.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM teams_users WHERE (user_id = 'carol.white' OR ... | eog-gpt-5.5-2026-04-23-oh-task_20260108_041838_219_df0ecdeb_3f8c0642 | We’re celebrating a well-earned promotion in the TechCorp Solutions Team. I (James Wilson) am handling the update. Please start a call with Carol White right now to congratulate her on her new role. Additionally, update her profile to show her job title as Senior UX Designer. Then, post a message in the General channel... | We’re celebrating a well-earned promotion in the TechCorp Solutions Team. I (James Wilson) am handling the update. Please start a call with Carol White right now to congratulate her on her new role. Additionally, update her profile to show her job title as Senior UX Designer. Then, post a message in the General channel... | 7 | 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_041838_219_df0ecdeb_3f8c0642.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 32,966 | 1,133 | 1,690 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Call Between James Wilson and Carol White":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":"1","passed":false,"query":"SELECT COUNT(*) ... | enterprise-ops-gym |
task_20251218_234518_453_d9bcd1e5_72c94403 | 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... | Right now, employees raise almost everything through very generic HR channels, especially the HR Portal Support Request service that sits under the HR Portal topic. That path is fine for ordinary HR portal questions and should keep working exactly as it does today, under the same topic and COE, and still visible to bro... | [
"create_new_service_template",
"create_new_hr_service",
"add_new_topic_detail",
"add_new_topic_category",
"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_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify the new topic category", "description": "Verify the new topic category", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) as count\nFROM topic_category\nWHERE name = 'Employee Relations & Investigations'\n AND coe_type = 'Workforce Admin... | eog-gemini-gemini-3.5-flash-oh-task_20251218_234518_453_d9bcd1e5_72c94403 | Right now, employees raise almost everything through very generic HR channels, especially the HR Portal Support Request service that sits under the HR Portal topic. That path is fine for ordinary HR portal questions and should keep working exactly as it does today, under the same topic and COE, and still visible to bro... | Right now, employees raise almost everything through very generic HR channels, especially the HR Portal Support Request service that sits under the HR Portal topic. That path is fine for ordinary HR portal questions and should keep working exactly as it does today, under the same topic and COE, and still visible to bro... | 22 | 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_20251218_234518_453_d9bcd1e5_72c94403.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 100,867 | 4,936 | 8,203 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verify the Employee Relations Investigation Team group":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT CO... | enterprise-ops-gym |
task_20251126_174607_703_8ce75c22_a984b9e7 | 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 need to set up my email backup and security system for semester end. Review my mailbox history to see recent activity. Check my encryption key pairs. Disable the old secure key pair kp_carol_secure_24680_2024 since I'm retiring it. Keep kp_carol_ghi13579_2024 active. Create two backup labels: navy "Research Backup 20... | [
"email_get_cse_keypair",
"create_label",
"list_send_as_aliases",
"email_list_cse_keypairs",
"email_disable_cse_keypair",
"list_history",
"get_user_profile",
"verify_send_as_alias"
] | [] | /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_carol_2025_z1x2c3v4b5n6m7l8k9j0h1g2f3d4s5a6", "user_id": "user_003", "primary_email": "carol@univ... | [{"verifier_type": "database_state", "name": "Verify Old CSE Key Pair Disabled", "description": "Verifies that kp_carol_secure_24680_2024 was disabled for user_003 (changed from enabled to disabled state).", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM cse_key_pairs\nWHERE u... | eog-gemini-gemini-3.5-flash-oh-task_20251126_174607_703_8ce75c22_a984b9e7 | I need to set up my email backup and security system for semester end. Review my mailbox history to see recent activity. Check my encryption key pairs. Disable the old secure key pair kp_carol_secure_24680_2024 since I'm retiring it. Keep kp_carol_ghi13579_2024 active. Create two backup labels: navy "Research Backup 20... | I need to set up my email backup and security system for semester end. Review my mailbox history to see recent activity. Check my encryption key pairs. Disable the old secure key pair kp_carol_secure_24680_2024 since I'm retiring it. Keep kp_carol_ghi13579_2024 active. Create two backup labels: navy "Research Backup 20... | 13 | 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_20251126_174607_703_8ce75c22_a984b9e7.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 59,039 | 14,236 | 15,295 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":8,"resolved":true,"score":1,"total_verifiers":8,"verification_results":{"Verify Backup Labels Created":{"actual":5,"comparison_type":"greater_than","details":"Comparison greater_than: 5 vs 4","expected":4,"passed":true,"query":"SELECT COUNT(*) AS cn... | enterprise-ops-gym |
task_20251226_153741_362_13762b97_efb07353 | 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... | Conducting quarterly shared drive governance assessment and need to document our escalation workflows for the compliance audit before the infrastructure review meeting.
Start by confirming our Drive environment capacity and storage utilization. List all shared drives in our organization to understand the infrastructur... | [
"find_hr_case_by_number",
"update_files",
"get_about",
"get_drive",
"list_drives",
"send_notification",
"find_group_by_name",
"get_user_using_name",
"create_file",
"list_escalation_rules"
] | [] | /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": "Document Description Contains Advisory Board and Timestamp", "description": "Verifies that Document Description Contains Advisory Board and Timestamp", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cab_count FROM files WHERE name = '... | eog-gemini-gemini-3.5-flash-oh-task_20251226_153741_362_13762b97_efb07353 | Conducting quarterly shared drive governance assessment and need to document our escalation workflows for the compliance audit before the infrastructure review meeting.
Start by confirming our Drive environment capacity and storage utilization. List all shared drives in our organization to understand the infrastructur... | Conducting quarterly shared drive governance assessment and need to document our escalation workflows for the compliance audit before the infrastructure review meeting.
Start by confirming our Drive environment capacity and storage utilization. List all shared drives in our organization to understand the infrastructur... | 11 | 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_20251226_153741_362_13762b97_efb07353.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 113,875 | 4,138 | 6,081 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{" Notification Sent to Cheryl Osborne Email":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) A... | 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-gpt-5.5-2026-04-23-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... | 12 | 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_190928_391_391f1eff_8cb006f5.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 81,742 | 1,959 | 2,964 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Link knowledge":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM incident_knowledge WHERE ... | enterprise-ops-gym |
task_20251212_072144_983_8ce75c22_1b848fdd | 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**. ... | Quick account checkup. Pull my profile first to see what's going on. I set up some forwarding addresses a while back - remove whichever one never finished verifying, it's been weeks. Also turn off that backup routing I enabled, I don't need copies going there anymore. My desktop email client isn't syncing right - I thi... | [
"list_forwarding_addresses",
"get_user_profile",
"update_language_settings",
"delete_forwarding_address",
"get_auto_forwarding",
"list_threads",
"update_auto_forwarding",
"update_imap_settings",
"modify_thread"
] | [] | /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": "SAt0IWlZrCmFZbiciW94HjZNtgrU2Neo6VpJJS3eV6w", "user_id": "ad3003e4-ecc1-474a-8fe2-132b4a95f73", "prim... | [{"verifier_type": "database_state", "name": "Verify Unverified Forwarding Address Removed", "description": "Confirms the forwarding address with verificationStatusUnspecified was deleted", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM forwarding_addresses WHERE user_id = 'ad3003e4-e... | eog-gpt-5.5-2026-04-23-oh-task_20251212_072144_983_8ce75c22_1b848fdd | Quick account checkup. Pull my profile first to see what's going on. I set up some forwarding addresses a while back - remove whichever one never finished verifying, it's been weeks. Also turn off that backup routing I enabled, I don't need copies going there anymore. My desktop email client isn't syncing right - I thi... | Quick account checkup. Pull my profile first to see what's going on. I set up some forwarding addresses a while back - remove whichever one never finished verifying, it's been weeks. Also turn off that backup routing I enabled, I don't need copies going there anymore. My desktop email client isn't syncing right - I thi... | 20 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251212_072144_983_8ce75c22_1b848fdd.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 303,683 | 9,643 | 10,819 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":10,"resolved":true,"score":1,"total_verifiers":10,"verification_results":{"Verify Auto-Forwarding Disabled":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM auto_fo... | enterprise-ops-gym |
task_20260106_140034_876_e7cfb93b_fc943e0e | 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 ... | Our upcoming compliance check requires that correspondence tied to internal project coordination stays cleanly separated from my general inbox.
Please create a label named “Project Compliance Records” if it isn’t already in my list.
I need a rule that applies this label to all incoming messages from project-team@comp... | [
"list_threads",
"list_filters",
"list_labels",
"create_filter",
"create_label",
"modify_thread"
] | [] | /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": "Project Compliance Records exists", "description": "Confirms the label was created exactly once with correct name and correct user association.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM labels\nWHERE name = 'Project Complian... | eog-gemini-gemini-3.5-flash-oh-task_20260106_140034_876_e7cfb93b_fc943e0e | Our upcoming compliance check requires that correspondence tied to internal project coordination stays cleanly separated from my general inbox.
Please create a label named “Project Compliance Records” if it isn’t already in my list.
I need a rule that applies this label to all incoming messages from project-team@comp... | Our upcoming compliance check requires that correspondence tied to internal project coordination stays cleanly separated from my general inbox.
Please create a label named “Project Compliance Records” if it isn’t already in my list.
I need a rule that applies this label to all incoming messages from project-team@comp... | 17 | 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_20260106_140034_876_e7cfb93b_fc943e0e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 199,946 | 10,827 | 12,214 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Filter exists for project-team + roadmap/milestone/delivery":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SE... | enterprise-ops-gym |
task_20251219_115925_475_1d219d93_53d34d23 | 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 new employee, Michael Bolt, needs to be onboarded for the Bangalore office. First, verify if 'm.bolt@techcorp.com' exists; otherwise, register him as an 'agent' with phone '+91-987-654-3210'. Next, add him to the 'L2 Service Desk' group and assign him any available Laptop. Once these assets are in place, create a n... | [
"add_new_user",
"add_new_group_member",
"send_notification",
"get_user",
"find_locations",
"update_configuration_item",
"find_group_by_name",
"create_incident",
"list_users",
"find_configuration_items"
] | [] | /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": "Assigning item", "description": "Assigning item", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "select count() from configuration_item where configuration_item_id = 'CI_035' and status = 'in_use' and owner_id = (select user_id from users where first_name = 'Mi... | eog-gpt-5.5-2026-04-23-oh-task_20251219_115925_475_1d219d93_53d34d23 | The new employee, Michael Bolt, needs to be onboarded for the Bangalore office. First, verify if 'm.bolt@techcorp.com' exists; otherwise, register him as an 'agent' with phone '+91-987-654-3210'. Next, add him to the 'L2 Service Desk' group and assign him any available Laptop. Once these assets are in place, create a n... | The new employee, Michael Bolt, needs to be onboarded for the Bangalore office. First, verify if 'm.bolt@techcorp.com' exists; otherwise, register him as an 'agent' with phone '+91-987-654-3210'. Next, add him to the 'L2 Service Desk' group and assign him any available Laptop. Once these assets are in place, create a n... | 11 | 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_115925_475_1d219d93_53d34d23.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 102,919 | 2,057 | 2,800 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Adding new user":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"select count() from users where first_name = 'M... | enterprise-ops-gym |
task_20251207_174704_642_5c0cd3a2_c124578d | 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 need to take structured action on this case. First, note that the customer originally reported the issue through the social channel, and because it has already been reopened four times, their frustration level is now significantly elevated. This makes the case high urgency, and it should be handled accordingly. Next... | [
"find_products",
"find_user",
"retrieve_knowledge",
"assign_case_to_user",
"find_case_knowledge_linkages",
"update_case",
"search_cases"
] | [] | /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": "amanda.austin@servicenow.com"}, "user_info": {"user_id": 577, "name": "Amanda Austin", "email": "amanda.austi... | [{"verifier_type": "database_state", "name": "Verify case updation", "description": "Verify case priority updation", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM customer_case c\nJOIN product p\n ON p.product_id = c.product_id\n AND p.name = 'Enterprise Success Plan Variant... | eog-gemini-gemini-3.5-flash-oh-task_20251207_174704_642_5c0cd3a2_c124578d | We need to take structured action on this case. First, note that the customer originally reported the issue through the social channel, and because it has already been reopened four times, their frustration level is now significantly elevated. This makes the case high urgency, and it should be handled accordingly. Next... | We need to take structured action on this case. First, note that the customer originally reported the issue through the social channel, and because it has already been reopened four times, their frustration level is now significantly elevated. This makes the case high urgency, and it should be handled accordingly. Next... | 8 | 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_20251207_174704_642_5c0cd3a2_c124578d.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 65,841 | 5,678 | 6,185 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify case updation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM customer_case ... | enterprise-ops-gym |
task_20260102_080520_113_d4a463c3_90b440a8 | 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 got an update that ServiceNow's current active tokyo branch is closing down, and they will restart the other one. Help me update the same on our side to reflect the same. They had a product with serial number something like 2272 installed there, but now that needs to be moved to their other location in the same city... | [
"retrieve_installed_products",
"find_account",
"update_location",
"update_installed_product_details",
"find_locations"
] | [] | /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 that the product is moved to new active location", "description": "Verify that the product is moved to new active location", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM installed_product WHERE installed_product_id = 4 AND locatio... | eog-gpt-5.5-2026-04-23-oh-task_20260102_080520_113_d4a463c3_90b440a8 | We got an update that ServiceNow's current active tokyo branch is closing down, and they will restart the other one. Help me update the same on our side to reflect the same. They had a product with serial number something like 2272 installed there, but now that needs to be moved to their other location in the same city... | We got an update that ServiceNow's current active tokyo branch is closing down, and they will restart the other one. Help me update the same on our side to reflect the same. They had a product with serial number something like 2272 installed there, but now that needs to be moved to their other location in the same city... | 7 | 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_20260102_080520_113_d4a463c3_90b440a8.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 102,779 | 1,873 | 2,291 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify that current location is inactivated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM... | enterprise-ops-gym |
task_20260115_064627_351_66392a82_cd4009dd | 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 ... | Gregory Richards just confirmed that the SAP database connectivity ticket she is working on is finally resolved. Once the ticket is updated in the database, send three separate notifications using the ticket for reference: one to the service manager saying 'The underlying database issue affecting your service is resolv... | [
"update_incident",
"get_user",
"list_user_groups",
"find_service_offerings",
"get_user_using_name",
"send_notification",
"list_incidents"
] | [] | /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": "Checking incident status", "description": "Checking incident status", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "select count() from incident where incident_id = 'INC_001' and status = 'resolved'", "expected_value": 1, "comparison_type": "equals"}}, {"verif... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260115_064627_351_66392a82_cd4009dd | Gregory Richards just confirmed that the SAP database connectivity ticket she is working on is finally resolved. Once the ticket is updated in the database, send three separate notifications using the ticket for reference: one to the service manager saying 'The underlying database issue affecting your service is resolv... | Gregory Richards just confirmed that the SAP database connectivity ticket she is working on is finally resolved. Once the ticket is updated in the database, send three separate notifications using the ticket for reference: one to the service manager saying 'The underlying database issue affecting your service is resolv... | 14 | 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_20260115_064627_351_66392a82_cd4009dd.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 87,251 | 3,312 | 4,920 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Checking incident status":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"select count() from incident where inc... | enterprise-ops-gym |
task_20251217_160053_417_701c5774_db625115 | 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 have recently registered to the customer service management system, as a customer. And there is one agent working there, real crush. His name is Thomas and his last name starts with G. Please create a new filter so that all messages from him are labeled as "Crush" colored black. If I don't have this label create it f... | [
"list_send_as_aliases",
"list_users",
"create_filter",
"update_user_details",
"list_messages",
"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/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 filter created correctly", "description": "Check that the filter created correctly", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM filters f WHERE json_extract(f.criteria_json, '$.from') = 'thomas.green@servicenow.co... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251217_160053_417_701c5774_db625115 | I have recently registered to the customer service management system, as a customer. And there is one agent working there, real crush. His name is Thomas and his last name starts with G. Please create a new filter so that all messages from him are labeled as "Crush" colored black. If I don't have this label create it f... | I have recently registered to the customer service management system, as a customer. And there is one agent working there, real crush. His name is Thomas and his last name starts with G. Please create a new filter so that all messages from him are labeled as "Crush" colored black. If I don't have this label create it f... | 18 | 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_20251217_160053_417_701c5774_db625115.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 415,103 | 5,152 | 7,580 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Check that the filter created correctly":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS ... | enterprise-ops-gym |
task_20251218_164829_676_97d7df7d_893f6b2c | 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 work with the previously resolved incident that Benjamin reported, the one that was handled by the group named Level 1 Support Team, as this case will serve as the parent record for a related incident. The same user has now reported a new incident involving the service owned by me, describing intermittent screen... | [
"list_user_groups",
"get_user",
"send_notification",
"add_child_incident",
"find_configuration_items",
"create_incident",
"find_services",
"find_locations",
"list_users",
"get_incidents_assigned_to"
] | [] | /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_child_incident_created", "description": "Incident created with correct attributes", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_024' AND caller_id = 'USER_005' AND service = 'SVC_001' AND configur... | eog-gpt-5.5-2026-04-23-oh-task_20251218_164829_676_97d7df7d_893f6b2c | Please work with the previously resolved incident that Benjamin reported, the one that was handled by the group named Level 1 Support Team, as this case will serve as the parent record for a related incident. The same user has now reported a new incident involving the service owned by me, describing intermittent screen... | Please work with the previously resolved incident that Benjamin reported, the one that was handled by the group named Level 1 Support Team, as this case will serve as the parent record for a related incident. The same user has now reported a new incident involving the service owned by me, describing intermittent screen... | 7 | 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_164829_676_97d7df7d_893f6b2c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 24,401 | 1,635 | 2,111 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"verify_child_incident_created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM incident W... | enterprise-ops-gym |
task_20251128_220140_863_df2c536d_4aa7dcfd | 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... | Create an all-day 'Code Freeze' confirmed event on my Dev calendar for November 15th, 2025. Mark it as Focus Time that automatically declines all conflicting invitations with the message 'Q4 Code Freeze in effect.' The event should have the color id of the background color, #e1e1e1 while the calendar should use the ful... | [
"update_calendar_in_list",
"get_colors",
"get_calendar_list",
"insert_acl_rule",
"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-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "code_freeze_focus_time_event", "description": "code_freeze_focus_time_event", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM events e WHERE e.calendar_id = 'bob-development' AND e.summary = 'Code Freeze' AND e.eventType = 'focusTime' AND e.... | eog-gpt-5.5-2026-04-23-oh-task_20251128_220140_863_df2c536d_4aa7dcfd | Create an all-day 'Code Freeze' confirmed event on my Dev calendar for November 15th, 2025. Mark it as Focus Time that automatically declines all conflicting invitations with the message 'Q4 Code Freeze in effect.' The event should have the color id of the background color, #e1e1e1 while the calendar should use the ful... | Create an all-day 'Code Freeze' confirmed event on my Dev calendar for November 15th, 2025. Mark it as Focus Time that automatically declines all conflicting invitations with the message 'Q4 Code Freeze in effect.' The event should have the color id of the background color, #e1e1e1 while the calendar should use the ful... | 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_20251128_220140_863_df2c536d_4aa7dcfd.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 25,264 | 2,440 | 3,109 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"carol_reader_acl":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM acls a WHERE a.cale... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 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_20251217_153037_688_97d7df7d_be0bd794.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 62,250 | 1,020 | 2,116 | {"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_20251203_064555_149_66392a82_d124b805 | 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're restructuring our field operations to support a new enterprise engagement for Horizon Fleet Services and need both the customer record and field ownership to be set up correctly. Please register Horizon Fleet Services as an active customer in the system and create a dedicated field coordination group named "Horiz... | [
"add_new_group_member",
"list_group_members",
"list_user_groups",
"remove_group_membership",
"create_new_account",
"add_new_user_group",
"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/csm/dbs/db_1764743008903_m7bfvy7wb.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 Horizon Fleet Services Customer Account Creation", "description": "Ensures Horizon Fleet Services has been created as an active customer in the account table.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM account WHERE name = 'Ho... | eog-gemini-gemini-3.5-flash-oh-task_20251203_064555_149_66392a82_d124b805 | We're restructuring our field operations to support a new enterprise engagement for Horizon Fleet Services and need both the customer record and field ownership to be set up correctly. Please register Horizon Fleet Services as an active customer in the system and create a dedicated field coordination group named "Horiz... | We're restructuring our field operations to support a new enterprise engagement for Horizon Fleet Services and need both the customer record and field ownership to be set up correctly. Please register Horizon Fleet Services as an active customer in the system and create a dedicated field coordination group named "Horiz... | 11 | 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_20251203_064555_149_66392a82_d124b805.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 186,484 | 3,515 | 4,401 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify Horizon Field Response Coordination Group Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT... | enterprise-ops-gym |
task_20260112_125407_584_1628b966_f5dd38b6 | hybrid | You are a CSM + Calendar automation agent with full administrative permissions. Operate securely without user confirmation and always validate identifiers before acting. | Look up the support agent with the email address 'aaron.le@servicenow.com', then retrieve all currently OPEN (in_progress) cases assigned to this agent and produce a brief text summary listing each case ID and its short description. After that, confirm that I have access to the correct primary calendar, and schedule a ... | [
"get_cases_assigned_to",
"create_event",
"get_calendar_list",
"find_user_by_email"
] | [] | /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-t3K9JkB6Qw4Yx7R8hS5lM2nP3qL0aZ9cBvN0.ZxYcVbNmLkJhGfDsAaQwErTyUiOpAsDfGhJk_77-11"}}, {"mcp_s... | [{"verifier_type": "database_state", "name": "Verify agent lookup", "description": "Ensure that the agent aaron.le@servicenow.com exists in the users table.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM users WHERE email = 'aaron.le@servicenow.com';", "expected_value": 1, "compariso... | eog-gemini-gemini-3.5-flash-oh-task_20260112_125407_584_1628b966_f5dd38b6 | Look up the support agent with the email address 'aaron.le@servicenow.com', then retrieve all currently OPEN (in_progress) cases assigned to this agent and produce a brief text summary listing each case ID and its short description. After that, confirm that I have access to the correct primary calendar, and schedule a ... | Look up the support agent with the email address 'aaron.le@servicenow.com', then retrieve all currently OPEN (in_progress) cases assigned to this agent and produce a brief text summary listing each case ID and its short description. After that, confirm that I have access to the correct primary calendar, and schedule a ... | 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_20260112_125407_584_1628b966_f5dd38b6.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 69,597 | 4,752 | 8,314 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify agent lookup":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM users WHERE email =... | enterprise-ops-gym |
task_20251225_165311_201_4d9df647_7b3f1641 | hybrid | # **ITSM Management Assistant Policy**
**Role:** ITSM Management 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... | Hey, the Teams lag issue has been resolved by (stephanie.todd@servicenow.com). Users at Hooli were experiencing slow performance in Microsoft Teams, which was affecting collaboration and productivity. Stephanie conducted a live troubleshooting session, identified the root cause as corrupted local cache and sub-optimal ... | [
"list_teams",
"create_virtual_event_webinar",
"link_knowledge_to_incident",
"get_user_using_email",
"publish_virtual_event_webinar",
"create_channel",
"list_incidents",
"update_incident",
"create_knowledge_article"
] | [] | /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/hybrid/dbs/db_1765880090918_aymg8twv8.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT... | [{"verifier_type": "database_state", "name": "Incident Resolution Verified", "description": " Confirms that incident INC-000095 has been marked as 'resolved' in the ITSM database.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS resolved_count\nFROM incident\nWHERE number = 'INC-000095'\... | eog-gpt-5.5-2026-04-23-oh-task_20251225_165311_201_4d9df647_7b3f1641 | Hey, the Teams lag issue has been resolved by (stephanie.todd@servicenow.com). Users at Hooli were experiencing slow performance in Microsoft Teams, which was affecting collaboration and productivity. Stephanie conducted a live troubleshooting session, identified the root cause as corrupted local cache and sub-optimal ... | Hey, the Teams lag issue has been resolved by (stephanie.todd@servicenow.com). Users at Hooli were experiencing slow performance in Microsoft Teams, which was affecting collaboration and productivity. Stephanie conducted a live troubleshooting session, identified the root cause as corrupted local cache and sub-optimal ... | 18 | 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_20251225_165311_201_4d9df647_7b3f1641.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 130,640 | 4,917 | 6,730 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Incident Resolution Verified":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS resolved_cou... | enterprise-ops-gym |
task_20260112_183416_157_a8eea1c0_0d6acfd0 | 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 ... | Joanne Simpson reported that the VPN Error 412 Fix guide is insufficient because it overlooks the London Gateway configuration. Had the article been comprehensive, her network connection would have been restored; however, the restart procedure she followed resulted in no change. Generate a VPN Supplement: London Gatewa... | [
"link_knowledge_to_incident",
"retrieve_knowledge_articles",
"create_knowledge_article",
"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.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "knowledge_article_creation_verifier", "description": "Verifies that the supplemental knowledge article \u201cVPN Supplement: London Gateway\u201d was created with draft state, internal visibility, and correct ownership.", "gym_name": "gym-itsm-mcp", "validation_config": {"q... | eog-gpt-5.5-2026-04-23-oh-task_20260112_183416_157_a8eea1c0_0d6acfd0 | Joanne Simpson reported that the VPN Error 412 Fix guide is insufficient because it overlooks the London Gateway configuration. Had the article been comprehensive, her network connection would have been restored; however, the restart procedure she followed resulted in no change. Generate a VPN Supplement: London Gatewa... | Joanne Simpson reported that the VPN Error 412 Fix guide is insufficient because it overlooks the London Gateway configuration. Had the article been comprehensive, her network connection would have been restored; however, the restart procedure she followed resulted in no change. Generate a VPN Supplement: London Gatewa... | 4 | 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_20260112_183416_157_a8eea1c0_0d6acfd0.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 29,601 | 2,342 | 2,927 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"combined_state_changes_verifier":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT CASE WHEN kb_count = 1... | enterprise-ops-gym |
task_20260106_140034_876_e7cfb93b_fc943e0e | 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 ... | Our upcoming compliance check requires that correspondence tied to internal project coordination stays cleanly separated from my general inbox.
Please create a label named “Project Compliance Records” if it isn’t already in my list.
I need a rule that applies this label to all incoming messages from project-team@comp... | [
"list_threads",
"list_filters",
"list_labels",
"create_filter",
"create_label",
"modify_thread"
] | [] | /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": "Project Compliance Records exists", "description": "Confirms the label was created exactly once with correct name and correct user association.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM labels\nWHERE name = 'Project Complian... | eog-gpt-5.5-2026-04-23-oh-task_20260106_140034_876_e7cfb93b_fc943e0e | Our upcoming compliance check requires that correspondence tied to internal project coordination stays cleanly separated from my general inbox.
Please create a label named “Project Compliance Records” if it isn’t already in my list.
I need a rule that applies this label to all incoming messages from project-team@comp... | Our upcoming compliance check requires that correspondence tied to internal project coordination stays cleanly separated from my general inbox.
Please create a label named “Project Compliance Records” if it isn’t already in my list.
I need a rule that applies this label to all incoming messages from project-team@comp... | 9 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_140034_876_e7cfb93b_fc943e0e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 34,198 | 5,443 | 6,334 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Filter exists for project-team + roadmap/milestone/delivery":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"S... | enterprise-ops-gym |
task_20260108_203842_162_d8f93f2d_1aa3f29b | 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 ... | IT needs to review the "Marketing Presentation" in the "Marketing Resources" drive, checking for anomalies that may indicate issues with the file. Confirm that the file is smaller than 5 KB (indicating corruption) and remove any shortcuts that point to it across all drives. Make sure that only the owner can interact wi... | [
"list_drives",
"create_comments",
"create_permission",
"delete_files",
"list_files",
"create_file",
"delete_permission",
"list_permission"
] | [] | /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": "Count shortcut files pointing to the \"Marketing Presentation\" file ID have been deleted", "description": "This verifies that shortcuts were identified and deleted across all drives.", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS s... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260108_203842_162_d8f93f2d_1aa3f29b | IT needs to review the "Marketing Presentation" in the "Marketing Resources" drive, checking for anomalies that may indicate issues with the file. Confirm that the file is smaller than 5 KB (indicating corruption) and remove any shortcuts that point to it across all drives. Make sure that only the owner can interact wi... | IT needs to review the "Marketing Presentation" in the "Marketing Resources" drive, checking for anomalies that may indicate issues with the file. Confirm that the file is smaller than 5 KB (indicating corruption) and remove any shortcuts that point to it across all drives. Make sure that only the owner can interact wi... | 15 | 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_203842_162_d8f93f2d_1aa3f29b.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 166,126 | 2,499 | 5,471 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"Check if \"Integrity Reports\" folder was created in the same drive as \"Marketing Presentation\"":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1"... | enterprise-ops-gym |
task_20251210_183114_382_99ba2325_071a72ab | 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... | I want to close the case number - "CS-0000944". I had a discussion with Thomas Group about this case, and they confirmed that this is resolved now. I checked there is no relevant knowledge article present for this. Create a knowledge article to document this resolution for future reference by support teams, with the ti... | [
"find_account",
"update_case",
"find_case_knowledge_linkages",
"find_user",
"link_case_knowledge",
"update_knowledge",
"find_entitlements",
"create_knowledge",
"search_cases",
"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_1763385425683_sii21stih.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 the new knowledge is created.", "description": "Verify the new knowledge is created.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM knowledge WHERE knowledge_id = '370' AND title = 'Thomas Group issue' AND state = 'published' AND ... | eog-gemini-gemini-3.5-flash-oh-task_20251210_183114_382_99ba2325_071a72ab | I want to close the case number - "CS-0000944". I had a discussion with Thomas Group about this case, and they confirmed that this is resolved now. I checked there is no relevant knowledge article present for this. Create a knowledge article to document this resolution for future reference by support teams, with the ti... | I want to close the case number - "CS-0000944". I had a discussion with Thomas Group about this case, and they confirmed that this is resolved now. I checked there is no relevant knowledge article present for this. Create a knowledge article to document this resolution for future reference by support teams, with the ti... | 7 | 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_20251210_183114_382_99ba2325_071a72ab.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 79,893 | 8,547 | 9,553 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify new knowledge is linked to the case.":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FRO... | enterprise-ops-gym |
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