task_id stringlengths 42 42 | domain stringclasses 8
values | system_prompt stringclasses 74
values | user_prompt stringlengths 133 8.4k | selected_tools listlengths 3 17 | restricted_tools listlengths 0 0 | mcp_endpoint stringclasses 1
value | number_of_runs int64 1 1 | reset_database_between_runs bool 1
class | gym_servers_config stringclasses 153
values | verifiers stringlengths 649 14.8k | instance_id stringlengths 68 99 | problem_statement stringlengths 133 8.4k | instruction stringlengths 133 8.4k | num_actions int64 1 212 | conversation_archive_path stringlengths 228 265 | benchmark_run_name stringclasses 3
values | resolved bool 2
classes | model stringclasses 3
values | prompt_tokens int64 4.78k 7.25M | reasoning_tokens int64 131 50.5k | completion_tokens int64 532 149k | enterprise_ops_test_result stringlengths 612 11.1k | benchmark stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
task_20260115_190725_477_a8eea1c0_eba3a1c5 | 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... | HR emailed we have a new hire, Elena Petrova (elena.petrova@servicenow.com, +1-555-000-1111, personal: elena.p.private@example.com, tax ID: 877), starting today. Please get her set up in the system with a Manager role and ensure her HR profile is onboarded for the HR position. Before she begins handling sensitive files... | [
"add_new_user",
"get_hr_service_by_name",
"list_user_skills",
"find_group_by_name",
"get_users_hr_profile",
"onboard_new_hr_profile",
"create_new_hr_case",
"add_new_group_member",
"list_group_members",
"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": "elena_petrova_user_account_creation", "description": "Verifies that Elena Petrova\u2019s user account was created with correct identity, contact details, role, active status, and organization.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) F... | eog-gpt-5.5-2026-04-23-oh-task_20260115_190725_477_a8eea1c0_eba3a1c5 | HR emailed we have a new hire, Elena Petrova (elena.petrova@servicenow.com, +1-555-000-1111, personal: elena.p.private@example.com, tax ID: 877), starting today. Please get her set up in the system with a Manager role and ensure her HR profile is onboarded for the HR position. Before she begins handling sensitive files... | HR emailed we have a new hire, Elena Petrova (elena.petrova@servicenow.com, +1-555-000-1111, personal: elena.p.private@example.com, tax ID: 877), starting today. Please get her set up in the system with a Manager role and ensure her HR profile is onboarded for the HR position. Before she begins handling sensitive files... | 15 | 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_190725_477_a8eea1c0_eba3a1c5.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 116,075 | 3,187 | 4,166 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"complete_elena_onboarding_and_case_assignment_integrity":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT C... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 15 | 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_20251231_164213_376_00364ece_724e98d5.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 71,413 | 2,750 | 4,268 | {"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_20251210_002938_761_897c3e0b_f075229a | csm | CSM Agent Policy
You are a Customer Service Management Administrator. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effect... | Klein Black and Wood's India facility reported via community post that their Dell rack server keeps hitting kernel panics. I forgot to note the machine's serial, but I remember it wraps up with the digits 9300. Log this at mid-range priority through the community channel using their lead site contact. Pass it to the fi... | [
"link_new_case_sla",
"create_new_case",
"retrieve_installed_products",
"get_accounts",
"find_account",
"list_user_groups",
"update_case",
"find_locations",
"find_contacts",
"find_product_by_id",
"find_sla_definitions"
] | [] | /mcp | 1 | true | [{"context": {"x-user-email": "stephanie.todd@servicenow.com"}, "mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "user_info": {"email": "stephanie.todd@servicenow.com", "name": "Stephanie T... | [{"description": "Verify case was created with account_id=52, product_id=133, installed_product_id=295, priority=moderate, channel=community, exact description, and assignment_group_id=10", "gym_name": "sn-csm-server", "name": "Case created with correct attributes", "validation_config": {"comparison_type": "equals", "e... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251210_002938_761_897c3e0b_f075229a | Klein Black and Wood's India facility reported via community post that their Dell rack server keeps hitting kernel panics. I forgot to note the machine's serial, but I remember it wraps up with the digits 9300. Log this at mid-range priority through the community channel using their lead site contact. Pass it to the fi... | Klein Black and Wood's India facility reported via community post that their Dell rack server keeps hitting kernel panics. I forgot to note the machine's serial, but I remember it wraps up with the digits 9300. Log this at mid-range priority through the community channel using their lead site contact. Pass it to the fi... | 15 | 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_20251210_002938_761_897c3e0b_f075229a.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 195,022 | 2,837 | 4,785 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"Case assigned to Installed Base Support group":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FR... | enterprise-ops-gym |
task_20251226_110144_731_b25153b4_773380f8 | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | We’re trying to streamline our onboarding work in Talent Management, and I’d like to shift everything to a single lifecycle service. Please create a new HR service called End-to-End New Hire Lifecycle with fulfilment type as lifecycle event, using the existing topic detail New Hire Onboarding and the New Hire Provision... | [
"list_user_skills",
"create_new_hr_service",
"list_hr_criteria",
"get_hr_service_by_name",
"update_service_template",
"update_hr_service",
"get_service_templates",
"link_knowledge_to_hr_case",
"list_users",
"update_hr_criteria",
"retrieve_knowledge_articles",
"add_new_skill_to_user",
"get_to... | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify the service template change request values were updated", "description": "Verify the service template change request values were updated", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM service_template st\nWHERE st.name = ... | eog-gemini-gemini-3.5-flash-oh-task_20251226_110144_731_b25153b4_773380f8 | We’re trying to streamline our onboarding work in Talent Management, and I’d like to shift everything to a single lifecycle service. Please create a new HR service called End-to-End New Hire Lifecycle with fulfilment type as lifecycle event, using the existing topic detail New Hire Onboarding and the New Hire Provision... | We’re trying to streamline our onboarding work in Talent Management, and I’d like to shift everything to a single lifecycle service. Please create a new HR service called End-to-End New Hire Lifecycle with fulfilment type as lifecycle event, using the existing topic detail New Hire Onboarding and the New Hire Provision... | 23 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_110144_731_b25153b4_773380f8.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 272,147 | 5,388 | 6,946 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":7,"resolved":true,"score":1,"total_verifiers":7,"verification_results":{"Verify KB “New Hire Orientation” linked as suggested":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT... | enterprise-ops-gym |
task_20251204_083406_171_e7cfb93b_89e0d558 | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I'm reorganizing my mailbox because we’re preparing for our cross-department audit next week.
I need you to set up a structured workflow for all emails related to reviews, proposals, budgets, or milestone updates.
Here’s what I want you to do:
Look for all messages where the subject or sender involves:
- manager@comp... | [
"list_drafts",
"list_filters",
"get_user_profile",
"list_forwarding_addresses",
"modify_message",
"list_send_as_aliases",
"list_messages",
"create_label",
"create_filter",
"modify_thread",
"get_auto_forwarding",
"get_send_as_alias",
"list_labels",
"patch_send_as_alias",
"get_message",
... | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_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": "Draft Pending Reply Label Applied", "description": "draft_msg_001 belongs to thread_001 \u2192 should be labeled.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM message_labels ml\nJOIN labels l ON ml.label_id = l.id\nWHERE l.name = 'Pen... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251204_083406_171_e7cfb93b_89e0d558 | I'm reorganizing my mailbox because we’re preparing for our cross-department audit next week.
I need you to set up a structured workflow for all emails related to reviews, proposals, budgets, or milestone updates.
Here’s what I want you to do:
Look for all messages where the subject or sender involves:
- manager@comp... | I'm reorganizing my mailbox because we’re preparing for our cross-department audit next week.
I need you to set up a structured workflow for all emails related to reviews, proposals, budgets, or milestone updates.
Here’s what I want you to do:
Look for all messages where the subject or sender involves:
- manager@comp... | 32 | 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_20251204_083406_171_e7cfb93b_89e0d558.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 102,944 | 11,933 | 16,667 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":9,"resolved":false,"score":0,"total_verifiers":10,"verification_results":{"Active Audit Threads Labeled":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(DISTINCT m.thread_... | enterprise-ops-gym |
task_20260111_190744_927_a8eea1c0_17bea726 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | I've reviewed the custom headcount report request, HRC0000729. This needs to be escalated to high priority and handled by Tonya Garcia. She will require the HR Analytics skill for this. To streamline this in the future, create a High Priority Analytics Routing assignment rule that automatically sends high-priority case... | [
"list_group_members",
"get_user_using_name",
"add_new_skill_to_user",
"update_notification",
"add_new_skill",
"update_hr_case",
"add_new_group_member",
"list_user_groups",
"find_notifications_sent_for_incident",
"list_hr_cases",
"add_new_assignment_rule",
"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.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "new_records_created_verification", "description": "Verifies that new records were successfully inserted across skill, user_skill, user_group_member, and assignment_rules tables with correct values from the tool executions.", "gym_name": "sn-hr-internal", "validation_config"... | eog-gpt-5.5-2026-04-23-oh-task_20260111_190744_927_a8eea1c0_17bea726 | I've reviewed the custom headcount report request, HRC0000729. This needs to be escalated to high priority and handled by Tonya Garcia. She will require the HR Analytics skill for this. To streamline this in the future, create a High Priority Analytics Routing assignment rule that automatically sends high-priority case... | I've reviewed the custom headcount report request, HRC0000729. This needs to be escalated to high priority and handled by Tonya Garcia. She will require the HR Analytics skill for this. To streamline this in the future, create a High Priority Analytics Routing assignment rule that automatically sends high-priority case... | 16 | 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_20260111_190744_927_a8eea1c0_17bea726.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 92,061 | 3,981 | 4,910 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"complete_transaction_integrity_verification":{"actual":5,"comparison_type":"equals","details":"Comparison equals: 5 vs 6","expected":6,"passed":false,"query":"SELECT COUNT(*) FRO... | enterprise-ops-gym |
task_20260115_170553_772_ae7b45e2_daae994c | 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. | Set up the 'Q1 Network Infrastructure Upgrade' change request for joanne.simpson@servicenow.com. Look up the user first, then check our available Google Drive shared drives to identify documentation storage options. Create a change request titled 'Q1 Network Infrastructure Upgrade' with new status, high impact, medium ... | [
"list_users",
"update_change",
"get_user_using_email",
"get_user_using_name",
"list_drives",
"create_change"
] | [] | /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 Shared Drives Retrieved", "description": "Checks if the Shared Drives Retrieved", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM drives WHERE hidden = FALSE;", "expected_value": 1, "comparison_type": "greater_than"}}, {"veri... | eog-gemini-gemini-3.5-flash-oh-task_20260115_170553_772_ae7b45e2_daae994c | Set up the 'Q1 Network Infrastructure Upgrade' change request for joanne.simpson@servicenow.com. Look up the user first, then check our available Google Drive shared drives to identify documentation storage options. Create a change request titled 'Q1 Network Infrastructure Upgrade' with new status, high impact, medium ... | Set up the 'Q1 Network Infrastructure Upgrade' change request for joanne.simpson@servicenow.com. Look up the user first, then check our available Google Drive shared drives to identify documentation storage options. Create a change request titled 'Q1 Network Infrastructure Upgrade' with new status, high impact, medium ... | 5 | 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_20260115_170553_772_ae7b45e2_daae994c.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 34,780 | 3,032 | 3,894 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{" Verify Shared Drives Retrieved":{"actual":171,"comparison_type":"greater_than","details":"Comparison greater_than: 171 vs 1","expected":1,"passed":true,"query":"SELECT COUNT... | enterprise-ops-gym |
task_20260106_161816_678_a8eea1c0_1ef46cba | 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... | There's a pending critical case reported by Ashley Krueger regarding Docker Enterprise licensing, case CS-0000783. The assigned resource, Thomas Green, is showing as inactive in the system; immediately activate him and assign him to handle this case. Make sure he's added to the right assignment group if needed, then at... | [
"add_new_product",
"find_entitlements",
"update_sla_definition",
"check_user_membership",
"search_cases",
"find_sla_definitions",
"link_new_case_sla",
"find_user",
"add_new_user",
"add_new_group_member",
"register_new_interaction",
"update_user_details",
"list_users",
"add_new_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": "product_changes", "description": "Verifies: 1 INSERT (Advanced Security Module created)", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS product_changes_verified FROM product WHERE product_id = 241 AND name = 'Advanced Security Module' AND c... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_161816_678_a8eea1c0_1ef46cba | There's a pending critical case reported by Ashley Krueger regarding Docker Enterprise licensing, case CS-0000783. The assigned resource, Thomas Green, is showing as inactive in the system; immediately activate him and assign him to handle this case. Make sure he's added to the right assignment group if needed, then at... | There's a pending critical case reported by Ashley Krueger regarding Docker Enterprise licensing, case CS-0000783. The assigned resource, Thomas Green, is showing as inactive in the system; immediately activate him and assign him to handle this case. Make sure he's added to the right assignment group if needed, then at... | 18 | 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_161816_678_a8eea1c0_1ef46cba.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 78,511 | 2,096 | 3,482 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"all_changes":{"actual":7,"comparison_type":"equals","details":"Comparison equals: 7 vs 8","expected":8,"passed":false,"query":"SELECT(SELECT COUNT(*) FROM user WHERE (user_id = ... | enterprise-ops-gym |
task_20251128_200856_738_0154326e_752f99ad | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | I, James Wilson, need to mobilize a secure working group for the new 'Project Obsidian' initiative. Please create a new team named 'Project Obsidian', and immediately update its description to 'Classified: Eyes Only' to ensure the security protocols are clear. Once the team is up, add Alice Johnson and Bob Smith as mem... | [
"add_team_members_in_bulk",
"send_chat_message",
"create_team",
"create_teamwork_tag",
"update_team",
"create_channel",
"list_users",
"send_channel_message",
"create_chat",
"pin_chat_message",
"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_1764056995448_d8bull5d3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Tab Creation", "description": "Tab Creation", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM teams_channel_tabs \nWHERE display_name = 'Mission Control' \n AND channel_id = (SELECT channel_id FROM channels WHERE display_name = 'Strategy')... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251128_200856_738_0154326e_752f99ad | I, James Wilson, need to mobilize a secure working group for the new 'Project Obsidian' initiative. Please create a new team named 'Project Obsidian', and immediately update its description to 'Classified: Eyes Only' to ensure the security protocols are clear. Once the team is up, add Alice Johnson and Bob Smith as mem... | I, James Wilson, need to mobilize a secure working group for the new 'Project Obsidian' initiative. Please create a new team named 'Project Obsidian', and immediately update its description to 'Classified: Eyes Only' to ensure the security protocols are clear. Once the team is up, add Alice Johnson and Bob Smith as mem... | 32 | 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_20251128_200856_738_0154326e_752f99ad.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 341,453 | 14,761 | 21,428 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Channel Membership":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) FROM channel_members \nWHE... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 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_20251212_072144_983_8ce75c22_1b848fdd.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 31,334 | 2,637 | 3,785 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":6,"resolved":false,"score":0,"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_20251223_194142_190_46ca2862_d9cae434 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Mckenzie Mendez (Ac No: ACC-242-657) sent a message requesting time off due to a planned medical procedure next month. Please create a leave request case with a description noting the upcoming medical leave under Leave Of Absence service. Assign the case to Joanne Simpson and make sure the HR Service Desk is reviewing ... | [
"add_new_group_member",
"create_new_hr_case",
"get_user_using_name",
"get_hr_service_by_name",
"find_group_by_name",
"list_group_members"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "add_new_group_member", "description": "add_new_group_member", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM user_group_member WHERE group_id = 4 AND user_id = 4", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type... | eog-gemini-gemini-3.5-flash-oh-task_20251223_194142_190_46ca2862_d9cae434 | Mckenzie Mendez (Ac No: ACC-242-657) sent a message requesting time off due to a planned medical procedure next month. Please create a leave request case with a description noting the upcoming medical leave under Leave Of Absence service. Assign the case to Joanne Simpson and make sure the HR Service Desk is reviewing ... | Mckenzie Mendez (Ac No: ACC-242-657) sent a message requesting time off due to a planned medical procedure next month. Please create a leave request case with a description noting the upcoming medical leave under Leave Of Absence service. Assign the case to Joanne Simpson and make sure the HR Service Desk is reviewing ... | 8 | runs/enterprise_ops_gym_test/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_20251223_194142_190_46ca2862_d9cae434.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 53,092 | 2,694 | 3,452 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"add_new_group_member":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM user_group_memb... | enterprise-ops-gym |
task_20260116_224538_330_66392a82_10d0806e | 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 Email-Exch-01 item needs to be marked as operational. Update the VPN Gateway's serial number to 'NET-FW-7722' to reflect the hardware replacement. The 'FileShare-01 (Windows Storage)' server should be scheduled for end-of-life and ownership transferred to Karen Watkins for permanent assignment to the infrastructure... | [
"find_configuration_items",
"send_notification",
"get_user",
"list_incidents",
"list_users",
"update_incident",
"update_configuration_item"
] | [] | /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": "Email Exchange CI Status Updated to In Use", "description": "Email Exchange CI Status Updated to In Use", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "WITH ci_status AS (\n SELECT\n configuration_item_id,\n name,\n status\n FROM configuration_item\... | eog-gpt-5.5-2026-04-23-oh-task_20260116_224538_330_66392a82_10d0806e | The Email-Exch-01 item needs to be marked as operational. Update the VPN Gateway's serial number to 'NET-FW-7722' to reflect the hardware replacement. The 'FileShare-01 (Windows Storage)' server should be scheduled for end-of-life and ownership transferred to Karen Watkins for permanent assignment to the infrastructure... | The Email-Exch-01 item needs to be marked as operational. Update the VPN Gateway's serial number to 'NET-FW-7722' to reflect the hardware replacement. The 'FileShare-01 (Windows Storage)' server should be scheduled for end-of-life and ownership transferred to Karen Watkins for permanent assignment to the infrastructure... | 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_20260116_224538_330_66392a82_10d0806e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 91,375 | 6,618 | 7,301 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Email Exchange CI Status Updated to In Use":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"WITH ci_status AS ... | enterprise-ops-gym |
task_20251211_192109_853_99ba2325_b21298a0 | 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... | Search for knowledge articles relevant to case CS-0000513. If a relevant article is found, link it to the case and update the case to reflect that work has begun. Then send an alert notification to the case contact with the knowledge article attached (only send the notification if the article has external visibility so... | [
"send_notification",
"update_case",
"find_entitlements",
"find_sla_definitions",
"list_users",
"link_case_knowledge",
"search_cases",
"find_contacts",
"retrieve_knowledge",
"link_new_case_sla"
] | [] | /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_1763711145241_60gul3b8a.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 case updated.", "description": "Verify case updated.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE case_id = '513' AND state = 'in_progress';", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_ty... | eog-gemini-gemini-3.5-flash-oh-task_20251211_192109_853_99ba2325_b21298a0 | Search for knowledge articles relevant to case CS-0000513. If a relevant article is found, link it to the case and update the case to reflect that work has begun. Then send an alert notification to the case contact with the knowledge article attached (only send the notification if the article has external visibility so... | Search for knowledge articles relevant to case CS-0000513. If a relevant article is found, link it to the case and update the case to reflect that work has begun. Then send an alert notification to the case contact with the knowledge article attached (only send the notification if the article has external visibility so... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251211_192109_853_99ba2325_b21298a0.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 146,194 | 5,752 | 6,868 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Verify a proper SLA is linked for in progress case 1":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUN... | enterprise-ops-gym |
task_20251222_181355_411_764e5ead_48850a98 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | As part of the consolidation of the Sales Office in New York into the London Datacenter, please review all configuration items currently associated with the Sales Office location. Conduct a CMDB audit to validate active and legitimate CIs, and prepare a comprehensive transfer plan outlining which items will be relocate... | [
"find_location_by_given_name",
"find_incident_by_id",
"find_configuration_items",
"update_user_details",
"send_notification",
"list_incident_affected_cis",
"update_configuration_item",
"get_user",
"find_locations"
] | [] | /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.eyJzdWIiOiJVU0VSXzA4OSIsImlzcyI6Iml0c20ifQ.Wx6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "CMDB_Location_Update", "description": "verify all CIs relocated to London Datacenter", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM configuration_item WHERE configuration_item_id IN ('CI_033', 'CI_028', 'CI_026', 'CI_018', 'CI_017', 'CI_0... | eog-gemini-gemini-3.5-flash-oh-task_20251222_181355_411_764e5ead_48850a98 | As part of the consolidation of the Sales Office in New York into the London Datacenter, please review all configuration items currently associated with the Sales Office location. Conduct a CMDB audit to validate active and legitimate CIs, and prepare a comprehensive transfer plan outlining which items will be relocate... | As part of the consolidation of the Sales Office in New York into the London Datacenter, please review all configuration items currently associated with the Sales Office location. Conduct a CMDB audit to validate active and legitimate CIs, and prepare a comprehensive transfer plan outlining which items will be relocate... | 31 | 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_181355_411_764e5ead_48850a98.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 134,321 | 7,482 | 9,625 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"CMDB_Location_Update":{"actual":6,"comparison_type":"equals","details":"Comparison equals: 6 vs 6","expected":6,"passed":true,"query":"SELECT COUNT(*) FROM configuration_item W... | 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-gemini-gemini-3.5-flash-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. ... | 4 | 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_20251127_070938_325_b393a327_a40b1f4e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 18,768 | 2,835 | 3,813 | {"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_20260108_113744_344_a9f62433_9cdd0a8f | 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 ... | one of our consultants used consultant@external.com to ask for access to the Project Documents folder where we usually share stuff. pls just copy the folder and rename it to Project Documents (Consultants) so it shows what it’s really for. after renaming, give the consultant access. then delete the old Project Document... | [
"update_files",
"create_comments",
"copy_files",
"empty_files_trash",
"list_files",
"create_permission",
"delete_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": "Check if folder exists", "description": "Check if Project Documents folder 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 = 'Project Documents'\n AND... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260108_113744_344_a9f62433_9cdd0a8f | one of our consultants used consultant@external.com to ask for access to the Project Documents folder where we usually share stuff. pls just copy the folder and rename it to Project Documents (Consultants) so it shows what it’s really for. after renaming, give the consultant access. then delete the old Project Document... | one of our consultants used consultant@external.com to ask for access to the Project Documents folder where we usually share stuff. pls just copy the folder and rename it to Project Documents (Consultants) so it shows what it’s really for. after renaming, give the consultant access. then delete the old Project Document... | 19 | 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_113744_344_a9f62433_9cdd0a8f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 207,429 | 3,542 | 6,646 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Check if folder copy exists":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CASE \n WHEN EXISTS ... | enterprise-ops-gym |
task_20260116_080150_885_1628b966_5a58d8e3 | 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 want to automatically archive emails from newsletter@marketing.com by removing the label "INBOX" from the emails, but first check if I already have a filter for this, if not create one with "to" parameter set to wildcard "*" and the remaining parameters to "null" or the default value. Account Access. Finally, create ... | [
"list_labels",
"create_filter",
"list_filters",
"create_new_hr_service"
] | [] | /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": {"primary_email": "jessicabrown83@gmail.com", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "x-email-user-token": "Kx5X... | [{"verifier_type": "database_state", "name": "Verify filter creation", "description": "Verify filter creation", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM filters f\nWHERE f.user_id = '104daf4b-2023-49f1-8def-39b4e9dcda5e'\n AND f.criteria_json LIKE '%newsletter@marketing... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_080150_885_1628b966_5a58d8e3 | I want to automatically archive emails from newsletter@marketing.com by removing the label "INBOX" from the emails, but first check if I already have a filter for this, if not create one with "to" parameter set to wildcard "*" and the remaining parameters to "null" or the default value. Account Access. Finally, create ... | I want to automatically archive emails from newsletter@marketing.com by removing the label "INBOX" from the emails, but first check if I already have a filter for this, if not create one with "to" parameter set to wildcard "*" and the remaining parameters to "null" or the default value. Account Access. Finally, create ... | 8 | 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_20260116_080150_885_1628b966_5a58d8e3.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 65,257 | 4,261 | 5,597 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify HR service created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":"1","passed":false,"query":"SELECT COUNT(*) AS cnt FROM hr_... | enterprise-ops-gym |
task_20251121_102744_757_7ebc1127_dadb0c94 | 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... | Please locate all virtual events created by the owners of the team called TechCorp Solutions Team, and cancel them since the team's activities are being paused. After identifying these events, I (James) need you to determine which co-organizers appear in both types of virtual events and which appear in only one of them... | [
"list_team_members",
"send_chat_message",
"create_chat",
"list_virtual_event_townhalls",
"list_virtual_event_webinars",
"list_teams",
"cancel_virtual_event_webinar",
"cancel_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_1763719312619_uhgzo6si4.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "verify_james_has_zero_townhalls", "description": "No active townhalls remain", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM virtual_event_townhalls t WHERE t.created_by_user_id = 'james.wilson' AND t.status != 'canceled'", "expected_valu... | eog-gemini-gemini-3.5-flash-oh-task_20251121_102744_757_7ebc1127_dadb0c94 | Please locate all virtual events created by the owners of the team called TechCorp Solutions Team, and cancel them since the team's activities are being paused. After identifying these events, I (James) need you to determine which co-organizers appear in both types of virtual events and which appear in only one of them... | Please locate all virtual events created by the owners of the team called TechCorp Solutions Team, and cancel them since the team's activities are being paused. After identifying these events, I (James) need you to determine which co-organizers appear in both types of virtual events and which appear in only one of them... | 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_20251121_102744_757_7ebc1127_dadb0c94.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 142,590 | 4,882 | 6,276 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":8,"resolved":true,"score":1,"total_verifiers":8,"verification_results":{"verify_bob_chat_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM chats ch WHERE ch... | enterprise-ops-gym |
task_20260121_163208_054_1afb323a_7f40ee66 | 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 update some of the contract details for 'Russell, Johnson and Clark'? 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 99.108 grand dollar. while you’re reviewing things, check their primary conta... | [
"find_contacts",
"update_contract",
"list_users",
"find_contracts",
"find_location",
"find_account",
"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_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 User location", "description": "Verify User location", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count FROM user WHERE user_id = 55 AND phone = '+12125516299' AND location_id = 903;\n", "expected_value": "1", "comparison_type": "... | eog-gpt-5.5-2026-04-23-oh-task_20260121_163208_054_1afb323a_7f40ee66 | I want to update some of the contract details for 'Russell, Johnson and Clark'? 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 99.108 grand dollar. while you’re reviewing things, check their primary conta... | I want to update some of the contract details for 'Russell, Johnson and Clark'? 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 99.108 grand dollar. while you’re reviewing things, check their primary conta... | 8 | 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_20260121_163208_054_1afb323a_7f40ee66.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 41,147 | 1,135 | 1,569 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify Contract price":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":"1","passed":false,"query":"SELECT COUNT(*) AS count FROM contract... | enterprise-ops-gym |
task_20260108_113744_344_a9f62433_9cdd0a8f | 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 ... | one of our consultants used consultant@external.com to ask for access to the Project Documents folder where we usually share stuff. pls just copy the folder and rename it to Project Documents (Consultants) so it shows what it’s really for. after renaming, give the consultant access. then delete the old Project Document... | [
"update_files",
"create_comments",
"copy_files",
"empty_files_trash",
"list_files",
"create_permission",
"delete_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": "Check if folder exists", "description": "Check if Project Documents folder 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 = 'Project Documents'\n AND... | eog-gpt-5.5-2026-04-23-oh-task_20260108_113744_344_a9f62433_9cdd0a8f | one of our consultants used consultant@external.com to ask for access to the Project Documents folder where we usually share stuff. pls just copy the folder and rename it to Project Documents (Consultants) so it shows what it’s really for. after renaming, give the consultant access. then delete the old Project Document... | one of our consultants used consultant@external.com to ask for access to the Project Documents folder where we usually share stuff. pls just copy the folder and rename it to Project Documents (Consultants) so it shows what it’s really for. after renaming, give the consultant access. then delete the old Project Document... | 8 | 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_113744_344_a9f62433_9cdd0a8f.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 30,438 | 1,469 | 2,099 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Check if folder copy exists":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CASE \n WHEN EXISTS ... | 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-gemini-gemini-3.5-flash-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... | 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_20260108_041838_219_df0ecdeb_3f8c0642.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 99,418 | 2,855 | 3,628 | {"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_20260117_000130_134_2aa6b0ad_a20f3a61 | 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 ... | Please reference the previously logged incident by Sophie Mueller associated with the Development Environment service that is currently being handled by the Infrastructure team, as this on-hold record will serve as the parent context for a related issue. Sophie Mueller has now reported a new problem affecting her day-t... | [
"send_notification",
"find_services",
"create_incident",
"list_user_groups",
"find_locations",
"find_configuration_items",
"get_user",
"get_incidents_assigned_to",
"add_child_incident",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Verify Incident Creation", "description": "Verify that a incident has been created for the new problem affecting Sophie Mueller's day-to-day development work at the New York office.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident ... | eog-gpt-5.5-2026-04-23-oh-task_20260117_000130_134_2aa6b0ad_a20f3a61 | Please reference the previously logged incident by Sophie Mueller associated with the Development Environment service that is currently being handled by the Infrastructure team, as this on-hold record will serve as the parent context for a related issue. Sophie Mueller has now reported a new problem affecting her day-t... | Please reference the previously logged incident by Sophie Mueller associated with the Development Environment service that is currently being handled by the Infrastructure team, as this on-hold record will serve as the parent context for a related issue. Sophie Mueller has now reported a new problem affecting her day-t... | 9 | 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_20260117_000130_134_2aa6b0ad_a20f3a61.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 51,500 | 3,496 | 4,363 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Incident Creation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM incident WHERE ... | 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-gpt-5.5-2026-04-23-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/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_194743_238_a8eea1c0_a4b1468a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 61,711 | 3,513 | 4,100 | {"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_20260115_130852_498_a8eea1c0_e9192d7e | 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... | Chris Martins is our new employee hire, effective January 15, 2026. I need you to set up his user account and also his hr profile in the organization using his details. Email: chris.martins@servicenow.com, First Name: Chris, Last Name: Martins, Gender: Male, Position: Software Engineer, Country: United States, Phone: +... | [
"add_new_group_member",
"add_new_user",
"get_hr_service_by_name",
"list_user_skills",
"list_group_members",
"onboard_new_hr_profile",
"get_users_hr_profile",
"create_new_hr_case",
"list_users",
"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.eyJzdWIiOiJVU0VSXzA1MCIsImlzcyI6Iml0c20ifQ.Wx8_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "User Account Creation", "description": "Verifies that Chris Martins' user account was created with correct details (user_id=101, email, phone, role=employee, active=true, org_id=1)", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM user WHE... | eog-gemini-gemini-3.5-flash-oh-task_20260115_130852_498_a8eea1c0_e9192d7e | Chris Martins is our new employee hire, effective January 15, 2026. I need you to set up his user account and also his hr profile in the organization using his details. Email: chris.martins@servicenow.com, First Name: Chris, Last Name: Martins, Gender: Male, Position: Software Engineer, Country: United States, Phone: +... | Chris Martins is our new employee hire, effective January 15, 2026. I need you to set up his user account and also his hr profile in the organization using his details. Email: chris.martins@servicenow.com, First Name: Chris, Last Name: Martins, Gender: Male, Position: Software Engineer, Country: United States, Phone: +... | 14 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_130852_498_a8eea1c0_e9192d7e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 148,557 | 5,636 | 6,864 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Group Membership Addition":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user_group_member ... | enterprise-ops-gym |
task_20251203_174736_530_df0ecdeb_f2560c93 | 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 organization is rolling out a refreshed structure to improve collaboration and clarity across teams. Rename the TechCorp Solutions Team to TechCorp Team to align with the new naming convention, and add Sarah Martinez as an owner to expand administrative oversight. In the same workspace, archive the External Partner... | [
"list_channels",
"list_teams",
"send_channel_message",
"update_user",
"add_channel_member",
"add_team_member",
"create_team",
"archive_channel",
"create_channel",
"list_users",
"update_team"
] | [] | /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": "TechCorp Solutions Team Renamed To TechCorp Team", "description": "Verify that the TechCorp Solutions Team has been renamed to TechCorp Team.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM teams WHERE team_id = 'team_techcorp_00... | eog-gpt-5.5-2026-04-23-oh-task_20251203_174736_530_df0ecdeb_f2560c93 | The organization is rolling out a refreshed structure to improve collaboration and clarity across teams. Rename the TechCorp Solutions Team to TechCorp Team to align with the new naming convention, and add Sarah Martinez as an owner to expand administrative oversight. In the same workspace, archive the External Partner... | The organization is rolling out a refreshed structure to improve collaboration and clarity across teams. Rename the TechCorp Solutions Team to TechCorp Team to align with the new naming convention, and add Sarah Martinez as an owner to expand administrative oversight. In the same workspace, archive the External Partner... | 13 | 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_20251203_174736_530_df0ecdeb_f2560c93.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 120,332 | 5,588 | 6,687 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":8,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"Alice Added To For Engineer Channel":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS count... | enterprise-ops-gym |
task_20251209_141356_232_4a23b9c9_9d41f343 | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file, and if not grant him a commenter role. | [
"create_permission",
"create_replies",
"list_files",
"list_permission",
"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_1764776317015_jplw4hf1v.sql", "context": {"x-auth-token": "ya29.mVYohQ8RoT4cygeLO8MLUT3ma539LYO0YRjG4ZZiPN5v4iUrvB1BsO7SWPZhBlaqhpPvtO29Yfm44WISnlYgQzTdlN5u7Uz... | [{"verifier_type": "database_state", "name": "Ensure Annual Report 2023 exists", "description": "Ensure Annual Report 2023 exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files INNER JOIN users ON (users.id = files.created_by) WHERE files.name = 'Annual Report 2023.pdf'... | eog-gemini-gemini-3.5-flash-oh-task_20251209_141356_232_4a23b9c9_9d41f343 | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file, and if not grant him a commenter role. | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file, and if not grant him a commenter role. | 7 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251209_141356_232_4a23b9c9_9d41f343.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 75,733 | 2,564 | 3,566 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Check if my reply is against correct comment":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) F... | enterprise-ops-gym |
task_20260121_214553_691_cbcf38f8_abce7315 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Please locate the event at the developer workspace on my development calendar and convert it into a weekly meeting held every Wednesday at the same time, continuing through the end of January 2026. Keep the current location unchanged and mark the entire series as confirmed with default visibility. Add Carol (carol.whit... | [
"patch_event",
"get_event",
"list_events",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767718417243_3x8v487ma.sql", "context": {"x-access-token": "ya29.A0ARrdaM-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "check_conference_room_resource", "description": "check_conference_room_resource", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM attendees a WHERE a.displayName = 'Conference Room A' AND a.resource = TRUE;", "expected_value": 1, "comparison... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260121_214553_691_cbcf38f8_abce7315 | Please locate the event at the developer workspace on my development calendar and convert it into a weekly meeting held every Wednesday at the same time, continuing through the end of January 2026. Keep the current location unchanged and mark the entire series as confirmed with default visibility. Add Carol (carol.whit... | Please locate the event at the developer workspace on my development calendar and convert it into a weekly meeting held every Wednesday at the same time, continuing through the end of January 2026. Keep the current location unchanged and mark the entire series as confirmed with default visibility. Add Carol (carol.whit... | 4 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260121_214553_691_cbcf38f8_abce7315.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 31,369 | 1,553 | 2,488 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":0,"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_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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/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_105748_962_99ba2325_dcc658fa.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 64,957 | 2,002 | 3,431 | {"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_20260111_190744_927_a8eea1c0_17bea726 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | I've reviewed the custom headcount report request, HRC0000729. This needs to be escalated to high priority and handled by Tonya Garcia. She will require the HR Analytics skill for this. To streamline this in the future, create a High Priority Analytics Routing assignment rule that automatically sends high-priority case... | [
"list_group_members",
"get_user_using_name",
"add_new_skill_to_user",
"update_notification",
"add_new_skill",
"update_hr_case",
"add_new_group_member",
"list_user_groups",
"find_notifications_sent_for_incident",
"list_hr_cases",
"add_new_assignment_rule",
"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.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "new_records_created_verification", "description": "Verifies that new records were successfully inserted across skill, user_skill, user_group_member, and assignment_rules tables with correct values from the tool executions.", "gym_name": "sn-hr-internal", "validation_config"... | eog-gemini-gemini-3.5-flash-oh-task_20260111_190744_927_a8eea1c0_17bea726 | I've reviewed the custom headcount report request, HRC0000729. This needs to be escalated to high priority and handled by Tonya Garcia. She will require the HR Analytics skill for this. To streamline this in the future, create a High Priority Analytics Routing assignment rule that automatically sends high-priority case... | I've reviewed the custom headcount report request, HRC0000729. This needs to be escalated to high priority and handled by Tonya Garcia. She will require the HR Analytics skill for this. To streamline this in the future, create a High Priority Analytics Routing assignment rule that automatically sends high-priority case... | 24 | 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_20260111_190744_927_a8eea1c0_17bea726.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 358,871 | 7,314 | 9,580 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"complete_transaction_integrity_verification":{"actual":5,"comparison_type":"equals","details":"Comparison equals: 5 vs 6","expected":6,"passed":false,"query":"SELECT COUNT(*) FRO... | enterprise-ops-gym |
task_20251117_165528_648_bca89e7d_3e81ece9 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | I’m planning to have a technical kickoff session with Carol. Create a secondary calendar called “Search Algorithm Beta.” Allow Carol(carol.white@techcorp.com) to edit. Starting from November 14, 2025, find the first day when I have no scheduled events, and schedule “Search Algorithm Beta – Technical Kickoff” for 60 min... | [
"query_freebusy",
"create_event",
"insert_acl_rule",
"create_calendar",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1762868439331_kf914hbmw.sql", "context": {"x-access-token": "ya29.A0ARrdaM-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "Calendar Creation", "description": "Verify secondary calendar created", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = 'Search Algorithm Beta' AND is_primary = 0 AND user_id = 'bob_developer'", "expected_v... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251117_165528_648_bca89e7d_3e81ece9 | I’m planning to have a technical kickoff session with Carol. Create a secondary calendar called “Search Algorithm Beta.” Allow Carol(carol.white@techcorp.com) to edit. Starting from November 14, 2025, find the first day when I have no scheduled events, and schedule “Search Algorithm Beta – Technical Kickoff” for 60 min... | I’m planning to have a technical kickoff session with Carol. Create a secondary calendar called “Search Algorithm Beta.” Allow Carol(carol.white@techcorp.com) to edit. Starting from November 14, 2025, find the first day when I have no scheduled events, and schedule “Search Algorithm Beta – Technical Kickoff” for 60 min... | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251117_165528_648_bca89e7d_3e81ece9.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 37,961 | 2,129 | 3,728 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Calendar Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM calendars ... | enterprise-ops-gym |
task_20260109_160851_122_911d75d7_3ece8e5e | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. A... | Check if I already have a send-as email JBrown@email.ru.
If it does not exist, create it with the name Jessica Brown and the signature
"Thank you, best regards Jessica Brown, phone: 7(700)123".
Confirm that the send-as alias exists and retrieve its current verification status.
Then send an email using this alias with... | [
"create_send_as_alias",
"get_send_as_alias",
"list_send_as_aliases",
"send_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno"}, "user_info": {"user_id": "104daf4b-2023-49f1-8def-39b4... | [{"verifier_type": "database_state", "name": "Send-as alias exists", "description": "Confirms the send-as alias exists with the expected display name.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM send_as_aliases WHERE send_as_email='JBrown@email.ru' AND display_name='Jessica Brown... | eog-gpt-5.5-2026-04-23-oh-task_20260109_160851_122_911d75d7_3ece8e5e | Check if I already have a send-as email JBrown@email.ru.
If it does not exist, create it with the name Jessica Brown and the signature
"Thank you, best regards Jessica Brown, phone: 7(700)123".
Confirm that the send-as alias exists and retrieve its current verification status.
Then send an email using this alias with... | Check if I already have a send-as email JBrown@email.ru.
If it does not exist, create it with the name Jessica Brown and the signature
"Thank you, best regards Jessica Brown, phone: 7(700)123".
Confirm that the send-as alias exists and retrieve its current verification status.
Then send an email using this alias with... | 4 | 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_20260109_160851_122_911d75d7_3ece8e5e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 17,565 | 1,109 | 1,437 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Message sent from alias":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*)\nFROM messages\nWHER... | enterprise-ops-gym |
task_20260109_133046_369_391f1eff_7e44fdca | 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... | Hi, I need to request a profile update to correct my personal employee information due to a possible inaccuracy in my current HR profile that may impact payroll, compliance, or employment records. Please raise a case for this request and keep me posted once the case has been successfully created. | [
"send_notification",
"get_users_hr_profile",
"create_new_hr_case",
"get_user_using_email",
"find_hr_services"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "HR Case Created", "description": "Create new case", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_case WHERE hr_case_id = 61 AND status = \"draft\" AND priority = \"moderate\" AND hr_service = 35 AND opened_for = 39 AND opened_by = 39... | eog-gemini-gemini-3.5-flash-oh-task_20260109_133046_369_391f1eff_7e44fdca | Hi, I need to request a profile update to correct my personal employee information due to a possible inaccuracy in my current HR profile that may impact payroll, compliance, or employment records. Please raise a case for this request and keep me posted once the case has been successfully created. | Hi, I need to request a profile update to correct my personal employee information due to a possible inaccuracy in my current HR profile that may impact payroll, compliance, or employment records. Please raise a case for this request and keep me posted once the case has been successfully created. | 87 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_133046_369_391f1eff_7e44fdca.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 730,208 | 10,761 | 18,062 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"HR Case Created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM hr_case WHERE hr_case_id =... | enterprise-ops-gym |
task_20251220_074606_220_0be70e35_6bb33392 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | An email was received from Carlos reporting an issue with his assigned workstation. He stated that the system has started shutting down unexpectedly several times a day, especially during extended development sessions. The device also becomes unusually warm, and performance degrades significantly before each shutdown. ... | [
"get_user",
"find_configuration_items",
"create_incident",
"send_notification",
"list_users",
"link_new_incident_sla",
"find_sla_definitions"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Verify Incident CI", "description": "Verify that the incident has been linked to the CI.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_024' AND configuration_item = 'CI_001' AND caller_id = 'USER_003' AN... | eog-gpt-5.5-2026-04-23-oh-task_20251220_074606_220_0be70e35_6bb33392 | An email was received from Carlos reporting an issue with his assigned workstation. He stated that the system has started shutting down unexpectedly several times a day, especially during extended development sessions. The device also becomes unusually warm, and performance degrades significantly before each shutdown. ... | An email was received from Carlos reporting an issue with his assigned workstation. He stated that the system has started shutting down unexpectedly several times a day, especially during extended development sessions. The device also becomes unusually warm, and performance degrades significantly before each shutdown. ... | 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_20251220_074606_220_0be70e35_6bb33392.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 61,147 | 1,330 | 2,207 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Incident CI":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM incident WHERE incide... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_173716_566_46ca2862_301e0b47.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 235,494 | 6,049 | 9,484 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Verify Knowledge Links to All Incidents":{"actual":4,"comparison_type":"equals","details":"Comparison equals: 4 vs 4","expected":4,"passed":true,"query":"SELECT COUNT(*)\nFROM i... | enterprise-ops-gym |
task_20260106_172901_590_a9f62433_f7baa0fa | 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... | Hey, I made a mistake in the Family Photo.jpg about "a beautiful photo". Can you please delete that comment for me? After you do that, could you make a copy of the Family Photo.jpg file with the name "Family Photo (Copy)" and put it in the Design Assets folder? Also, please update the description to say "Family Photo f... | [
"list_files",
"list_comments",
"delete_comments",
"create_comments",
"create_permission",
"copy_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_1764755314410_f227g8ov4.sql", "context": {"x_auth_token": "ya29.E79oYmqohz4_yuNhAYfz7UsMx_YpFIXLCr1kMAgGtrvs9aINJEW2HfI54QtDpnvBx6yx7zaZkX9Y2Nekrf6VGmITgDUfwme... | [{"verifier_type": "database_state", "name": "Comment Deletion Verification", "description": "Check to see if comment made on Family Photo is not available", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM comments \n WHERE conten... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_172901_590_a9f62433_f7baa0fa | Hey, I made a mistake in the Family Photo.jpg about "a beautiful photo". Can you please delete that comment for me? After you do that, could you make a copy of the Family Photo.jpg file with the name "Family Photo (Copy)" and put it in the Design Assets folder? Also, please update the description to say "Family Photo f... | Hey, I made a mistake in the Family Photo.jpg about "a beautiful photo". Can you please delete that comment for me? After you do that, could you make a copy of the Family Photo.jpg file with the name "Family Photo (Copy)" and put it in the Design Assets folder? Also, please update the description to say "Family Photo f... | 8 | 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_20260106_172901_590_a9f62433_f7baa0fa.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 47,814 | 2,342 | 3,551 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{" Verify that description is added":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CASE \n ... | enterprise-ops-gym |
task_20260116_124300_245_1d219d93_76cd5b4d | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | A new office printer (serial number: PRN-LDN-221) was recently installed at the London development center, purchased for 8000 GBP as part of the ongoing hardware refresh initiative. Shortly after deployment, the device’s owner, Benjamin Chen, reported that the printer has begun showing severe performance degradation, i... | [
"find_location_by_given_name",
"register_configuration_item",
"get_user_using_name",
"find_configuration_item_by_serial_number",
"find_group_by_name",
"create_incident",
"get_user",
"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_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": "Printer CI registration \u2013 London Development Center", "description": "Printer CI registration \u2013 London Development Center", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) \nFROM configuration_item ci\nJOIN users u ON u.user_id = ci.own... | eog-gemini-gemini-3.5-flash-oh-task_20260116_124300_245_1d219d93_76cd5b4d | A new office printer (serial number: PRN-LDN-221) was recently installed at the London development center, purchased for 8000 GBP as part of the ongoing hardware refresh initiative. Shortly after deployment, the device’s owner, Benjamin Chen, reported that the printer has begun showing severe performance degradation, i... | A new office printer (serial number: PRN-LDN-221) was recently installed at the London development center, purchased for 8000 GBP as part of the ongoing hardware refresh initiative. Shortly after deployment, the device’s owner, Benjamin Chen, reported that the printer has begun showing severe performance degradation, i... | 33 | 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_20260116_124300_245_1d219d93_76cd5b4d.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 208,370 | 5,487 | 7,338 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Printer CI registration – London Development Center":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COU... | 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-gpt-5.5-2026-04-23-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... | 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_20260114_174605_380_1628b966_b09f4a35.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 45,835 | 877 | 2,412 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Document Description Contains Breach Count":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) ... | enterprise-ops-gym |
task_20260106_143232_971_0154326e_0af4275b | 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... | Sarah Martinez from HR in the TechCorp Solutions organization is requesting an update to the shared “Cross-Team Collaboration” channel within the TechCorp Solutions Team, which is used jointly with GlobalEx for the TC-GX Q4 launch program. Please treat this request as coming directly from Sarah Martinez (hr.coordinator... | [
"create_teamwork_tag",
"list_installed_apps",
"add_tabs_to_channels",
"list_all_channels",
"list_teams",
"send_channel_message",
"list_users",
"provision_channel_email",
"update_channel",
"add_channel_member"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764056995448_d8bull5d3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Carol White and Dave Brown are channel members", "description": "Carol White and Dave Brown are channel members", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS member_count\nFROM channel_members cm\nJOIN channels c\n ON c.channel_id = cm.c... | eog-gemini-gemini-3.5-flash-oh-task_20260106_143232_971_0154326e_0af4275b | Sarah Martinez from HR in the TechCorp Solutions organization is requesting an update to the shared “Cross-Team Collaboration” channel within the TechCorp Solutions Team, which is used jointly with GlobalEx for the TC-GX Q4 launch program. Please treat this request as coming directly from Sarah Martinez (hr.coordinator... | Sarah Martinez from HR in the TechCorp Solutions organization is requesting an update to the shared “Cross-Team Collaboration” channel within the TechCorp Solutions Team, which is used jointly with GlobalEx for the TC-GX Q4 launch program. Please treat this request as coming directly from Sarah Martinez (hr.coordinator... | 12 | 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_143232_971_0154326e_0af4275b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 231,008 | 5,051 | 6,568 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Carol White and Dave Brown are channel members":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*)... | enterprise-ops-gym |
task_20251221_233237_652_66392a82_c1a599bb | 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 need to onboard two new members for our new operations. Kumar Mehta (kumar.mehta@company.com, +91-98101-00011, role Agent) has joined today and Arpit Singh (arpit.singh@company.com, +91-98101-00014, role Manager) will be joining fifteen days from now and the account needs to be created right away. After creating bot... | [
"add_location",
"update_user_details",
"find_locations",
"add_new_user",
"get_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "New Office Location Added", "description": "Verify that a new office location is added", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM location WHERE name = 'Lucknow Office' AND city = 'Lucknow' AND state = 'Uttar Pradesh' AND count... | eog-gemini-gemini-3.5-flash-oh-task_20251221_233237_652_66392a82_c1a599bb | We need to onboard two new members for our new operations. Kumar Mehta (kumar.mehta@company.com, +91-98101-00011, role Agent) has joined today and Arpit Singh (arpit.singh@company.com, +91-98101-00014, role Manager) will be joining fifteen days from now and the account needs to be created right away. After creating bot... | We need to onboard two new members for our new operations. Kumar Mehta (kumar.mehta@company.com, +91-98101-00011, role Agent) has joined today and Arpit Singh (arpit.singh@company.com, +91-98101-00014, role Manager) will be joining fifteen days from now and the account needs to be created right away. After creating bot... | 11 | 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_20251221_233237_652_66392a82_c1a599bb.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 106,932 | 4,917 | 7,204 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Arpit Singh's account is added at Lucknow office location":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SEL... | enterprise-ops-gym |
task_20251222_084449_326_66392a82_cadddb04 | 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 ... | Scott Mitchell is experiencing an ongoing issue with the configuration item FileShare-01 (SRV-STO-7741). An incident for this issue has already been reported earlier. A new related issue has now been identified and needs to be tracked separately. Please create a new child incident linked to the existing incident with i... | [
"list_incidents",
"list_users",
"get_user",
"create_problem",
"find_configuration_item_by_serial_number",
"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": "New child incident created and linked with the parent incident", "description": "Verify that the new child incident is created and linked with the parent incident", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM incident WHERE config... | eog-gpt-5.5-2026-04-23-oh-task_20251222_084449_326_66392a82_cadddb04 | Scott Mitchell is experiencing an ongoing issue with the configuration item FileShare-01 (SRV-STO-7741). An incident for this issue has already been reported earlier. A new related issue has now been identified and needs to be tracked separately. Please create a new child incident linked to the existing incident with i... | Scott Mitchell is experiencing an ongoing issue with the configuration item FileShare-01 (SRV-STO-7741). An incident for this issue has already been reported earlier. A new related issue has now been identified and needs to be tracked separately. Please create a new child incident linked to the existing incident with i... | 6 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251222_084449_326_66392a82_cadddb04.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 40,468 | 2,979 | 3,628 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"New child incident created and linked with the parent incident":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":... | enterprise-ops-gym |
task_20260116_081645_096_66392a82_fd509f97 | 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 ... | Travis Wood has left the organization. Please deactivate his account immediately. Then, identify any configuration items (assets) currently owned by him. For every asset found, change the status to 'in_stock' and remove him as the owner and assign to Karen Watkins. Once the assets are updated, create a new incident ass... | [
"find_group_by_name",
"find_configuration_items",
"link_affected_ci_to_incident",
"update_user_details",
"get_user_using_name",
"send_notification",
"update_configuration_item",
"get_user",
"create_incident",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Deactivating user", "description": "Deactivating user", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "select count() from users where user_id = 'USER_011' and active = false", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type": "database_stat... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_081645_096_66392a82_fd509f97 | Travis Wood has left the organization. Please deactivate his account immediately. Then, identify any configuration items (assets) currently owned by him. For every asset found, change the status to 'in_stock' and remove him as the owner and assign to Karen Watkins. Once the assets are updated, create a new incident ass... | Travis Wood has left the organization. Please deactivate his account immediately. Then, identify any configuration items (assets) currently owned by him. For every asset found, change the status to 'in_stock' and remove him as the owner and assign to Karen Watkins. Once the assets are updated, create a new incident ass... | 11 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_081645_096_66392a82_fd509f97.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 52,813 | 1,522 | 2,736 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Checking notification":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"select count() from notification where e... | enterprise-ops-gym |
task_20251226_135729_497_c4ad7a70_788f5baf | 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 create an HR case for Aaron Le, who is currently unable to access his account due to a password issue and needs assistance resetting it. Open the case using the Password Reset service and include a short description noting his login access problem. After the case is created, attach an appropriate knowledge artic... | [
"link_knowledge_to_hr_case",
"create_new_hr_case",
"retrieve_knowledge_articles",
"get_user_using_name",
"send_notification",
"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.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Case Was Created", "description": "Validates that exactly one HR case was successfully created for Aaron Le using the Password Reset service.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_case WHERE hr_case_id = 61 AND hr_service = ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251226_135729_497_c4ad7a70_788f5baf | Please create an HR case for Aaron Le, who is currently unable to access his account due to a password issue and needs assistance resetting it. Open the case using the Password Reset service and include a short description noting his login access problem. After the case is created, attach an appropriate knowledge artic... | Please create an HR case for Aaron Le, who is currently unable to access his account due to a password issue and needs assistance resetting it. Open the case using the Password Reset service and include a short description noting his login access problem. After the case is created, attach an appropriate knowledge artic... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_135729_497_c4ad7a70_788f5baf.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 40,526 | 1,195 | 2,266 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Case Was Created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM hr_case WHERE hr_case_id ... | enterprise-ops-gym |
task_20260106_161816_678_a8eea1c0_1ef46cba | 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... | There's a pending critical case reported by Ashley Krueger regarding Docker Enterprise licensing, case CS-0000783. The assigned resource, Thomas Green, is showing as inactive in the system; immediately activate him and assign him to handle this case. Make sure he's added to the right assignment group if needed, then at... | [
"add_new_product",
"find_entitlements",
"update_sla_definition",
"check_user_membership",
"search_cases",
"find_sla_definitions",
"link_new_case_sla",
"find_user",
"add_new_user",
"add_new_group_member",
"register_new_interaction",
"update_user_details",
"list_users",
"add_new_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": "product_changes", "description": "Verifies: 1 INSERT (Advanced Security Module created)", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS product_changes_verified FROM product WHERE product_id = 241 AND name = 'Advanced Security Module' AND c... | eog-gemini-gemini-3.5-flash-oh-task_20260106_161816_678_a8eea1c0_1ef46cba | There's a pending critical case reported by Ashley Krueger regarding Docker Enterprise licensing, case CS-0000783. The assigned resource, Thomas Green, is showing as inactive in the system; immediately activate him and assign him to handle this case. Make sure he's added to the right assignment group if needed, then at... | There's a pending critical case reported by Ashley Krueger regarding Docker Enterprise licensing, case CS-0000783. The assigned resource, Thomas Green, is showing as inactive in the system; immediately activate him and assign him to handle this case. Make sure he's added to the right assignment group if needed, then at... | 17 | 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_161816_678_a8eea1c0_1ef46cba.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 203,329 | 5,418 | 6,819 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"all_changes":{"actual":7,"comparison_type":"equals","details":"Comparison equals: 7 vs 8","expected":8,"passed":false,"query":"SELECT(SELECT COUNT(*) FROM user WHERE (user_id = ... | enterprise-ops-gym |
task_20260116_080150_885_1628b966_5a58d8e3 | 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 want to automatically archive emails from newsletter@marketing.com by removing the label "INBOX" from the emails, but first check if I already have a filter for this, if not create one with "to" parameter set to wildcard "*" and the remaining parameters to "null" or the default value. Account Access. Finally, create ... | [
"list_labels",
"create_filter",
"list_filters",
"create_new_hr_service"
] | [] | /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": {"primary_email": "jessicabrown83@gmail.com", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "x-email-user-token": "Kx5X... | [{"verifier_type": "database_state", "name": "Verify filter creation", "description": "Verify filter creation", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM filters f\nWHERE f.user_id = '104daf4b-2023-49f1-8def-39b4e9dcda5e'\n AND f.criteria_json LIKE '%newsletter@marketing... | eog-gemini-gemini-3.5-flash-oh-task_20260116_080150_885_1628b966_5a58d8e3 | I want to automatically archive emails from newsletter@marketing.com by removing the label "INBOX" from the emails, but first check if I already have a filter for this, if not create one with "to" parameter set to wildcard "*" and the remaining parameters to "null" or the default value. Account Access. Finally, create ... | I want to automatically archive emails from newsletter@marketing.com by removing the label "INBOX" from the emails, but first check if I already have a filter for this, if not create one with "to" parameter set to wildcard "*" and the remaining parameters to "null" or the default value. Account Access. Finally, create ... | 7 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_080150_885_1628b966_5a58d8e3.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 76,093 | 7,292 | 7,957 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify HR service created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":"1","passed":false,"query":"SELECT COUNT(*) AS cnt FROM hr_... | enterprise-ops-gym |
task_20260101_122222_300_ad5a67e3_3757206c | csm | CSM Agent Policy
You are a Customer Service Management Administrator. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effect... | There's an SSL termination issue happening on one of Wayne Enterprises' Windows Server boxes, the 2022 Datacenter edition. They called it in, so open a high-priority case for it. Use their primary contact for this, ensuring the contact is active and reachable. Short description: 'SSL termination issue on Windows Server... | [
"create_new_case",
"find_account",
"update_contact",
"find_product",
"link_new_case_sla",
"add_new_entitlement",
"find_sla_definitions",
"find_contacts",
"update_case",
"enlist_new_contract"
] | [] | /mcp | 1 | true | [{"context": {"x-user-email": "joanne.simpson@servicenow.com"}, "mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "user_info": {"email": "joanne.simpson@servicenow.com", "name": "Joanne Simp... | [{"description": "Validates the support contract has correct type, status, dates, and price", "gym_name": "sn-csm-server", "name": "Confirm the support contract for Wayne Enterprises is created with correct attributes", "validation_config": {"comparison_type": "equals", "expected_value": 1, "query": "SELECT COUNT(*) FR... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260101_122222_300_ad5a67e3_3757206c | There's an SSL termination issue happening on one of Wayne Enterprises' Windows Server boxes, the 2022 Datacenter edition. They called it in, so open a high-priority case for it. Use their primary contact for this, ensuring the contact is active and reachable. Short description: 'SSL termination issue on Windows Server... | There's an SSL termination issue happening on one of Wayne Enterprises' Windows Server boxes, the 2022 Datacenter edition. They called it in, so open a high-priority case for it. Use their primary contact for this, ensuring the contact is active and reachable. Short description: 'SSL termination issue on Windows Server... | 12 | 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_20260101_122222_300_ad5a67e3_3757206c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 63,258 | 6,128 | 7,841 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Confirm the case is linked to 'SLA Response - High' (RESPONSE metric) and is in_progress":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":... | enterprise-ops-gym |
task_20251226_150647_118_13762b97_8da0c6a5 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow Human Resources (HR). You have full administrative permissions to manage users, cases, topic, survey, skill, service, organization, and meetings in a safe and authorized capacity. Do not ask for confirmation before... | Need to complete the quarterly HR policy document revision audit for compliance and prepare a status report on active HR cases for the leadership team.
Start by confirming our Drive environment and storage status for the audit documentation. Review what documents exist in Drive and specifically locate the HR Policies ... | [
"list_files",
"get_about",
"update_files",
"send_notification",
"list_revisions",
"find_hr_case_by_number",
"get_user_using_name",
"list_hr_cases",
"find_group_by_name",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"X-Auth-Token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": "Policy Revision Audit Document Created", "description": "Verifies that Policy Revision Audit Document Created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS doc_count FROM files WHERE name = 'HR-Policy-Revision-Audit-Q4-2024' AND mi... | eog-gemini-gemini-3.5-flash-oh-task_20251226_150647_118_13762b97_8da0c6a5 | Need to complete the quarterly HR policy document revision audit for compliance and prepare a status report on active HR cases for the leadership team.
Start by confirming our Drive environment and storage status for the audit documentation. Review what documents exist in Drive and specifically locate the HR Policies ... | Need to complete the quarterly HR policy document revision audit for compliance and prepare a status report on active HR cases for the leadership team.
Start by confirming our Drive environment and storage status for the audit documentation. Review what documents exist in Drive and specifically locate the HR Policies ... | 11 | runs/enterprise_ops_gym_test/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_150647_118_13762b97_8da0c6a5.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 341,453 | 4,707 | 6,240 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":8,"resolved":true,"score":1,"total_verifiers":8,"verification_results":{"Document Description Contains Case and Group Reference":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT... | enterprise-ops-gym |
task_20251225_130546_796_4d9df647_7e32b59a | 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, so the Teams lag thing from Hooli is still hanging around. We’ve been poking at it, but just emailing back and forth doesn’t seem to be cutting it. It’s probably easier if you actually see what he’s seeing. Can you set up something on Teams with Ian Johnson on 2025-12-04 at 14:00? Keep it short, 30 minutes max, bu... | [
"update_incident",
"get_user_using_name",
"list_incidents",
"find_incident_by_number",
"create_virtual_event_webinar"
] | [] | /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.eyJzdWIiOiJVU0VSXzAwNiIsImlzcyI6Iml0c20ifQ.Lm0_dflKxwRJSMeKKF2QT... | [{"verifier_type": "database_state", "name": "Virtual Event Webinar Created", "description": " Confirms that a virtual event webinar was created in the MS Teams database with the display name containing \"INC-000095\".", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS webinar_count\nFROM... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251225_130546_796_4d9df647_7e32b59a | Hey, so the Teams lag thing from Hooli is still hanging around. We’ve been poking at it, but just emailing back and forth doesn’t seem to be cutting it. It’s probably easier if you actually see what he’s seeing. Can you set up something on Teams with Ian Johnson on 2025-12-04 at 14:00? Keep it short, 30 minutes max, bu... | Hey, so the Teams lag thing from Hooli is still hanging around. We’ve been poking at it, but just emailing back and forth doesn’t seem to be cutting it. It’s probably easier if you actually see what he’s seeing. Can you set up something on Teams with Ian Johnson on 2025-12-04 at 14:00? Keep it short, 30 minutes max, bu... | 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_20251225_130546_796_4d9df647_7e32b59a.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 59,075 | 2,493 | 4,150 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{" Correct Webinar Schedule":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS correct_schedul... | enterprise-ops-gym |
task_20260106_155537_908_a9f62433_6d26efe3 | 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... | Global Expansion Plan file has an unresolved comment. I want you to delete the unresolved comment because it is found not needed. Update file description by adding the name of file at the end of the current description (e.g, {current description} - {fileName}). Add a summary comment saying, "Removed the unresolved comm... | [
"create_comments",
"copy_files",
"download_files",
"update_files",
"delete_comments",
"list_comments",
"list_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764755314410_f227g8ov4.sql", "context": {"x_auth_token": "ya29.zdci9y2T2pxBpEVpY5uo1e41HcUMGEvbpNa9KKVnehoaGSL05ELFgd1vjb15Zy7kl4dVhxD1zazcNIM1xMmRcikOmGOPmVL... | [{"verifier_type": "database_state", "name": "Check if comment is added to file", "description": "Check if \"Removed the unresolved comments\" is added to comments", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM comments \n WHER... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_155537_908_a9f62433_6d26efe3 | Global Expansion Plan file has an unresolved comment. I want you to delete the unresolved comment because it is found not needed. Update file description by adding the name of file at the end of the current description (e.g, {current description} - {fileName}). Add a summary comment saying, "Removed the unresolved comm... | Global Expansion Plan file has an unresolved comment. I want you to delete the unresolved comment because it is found not needed. Update file description by adding the name of file at the end of the current description (e.g, {current description} - {fileName}). Add a summary comment saying, "Removed the unresolved comm... | 8 | 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_20260106_155537_908_a9f62433_6d26efe3.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 58,928 | 1,606 | 2,841 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Check if comment is added to file":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CASE \n WHEN E... | 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-gpt-5.5-2026-04-23-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... | 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_20251217_160053_417_701c5774_db625115.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 60,176 | 2,834 | 3,379 | {"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_20260117_000130_134_2aa6b0ad_a20f3a61 | 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 ... | Please reference the previously logged incident by Sophie Mueller associated with the Development Environment service that is currently being handled by the Infrastructure team, as this on-hold record will serve as the parent context for a related issue. Sophie Mueller has now reported a new problem affecting her day-t... | [
"send_notification",
"find_services",
"create_incident",
"list_user_groups",
"find_locations",
"find_configuration_items",
"get_user",
"get_incidents_assigned_to",
"add_child_incident",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Verify Incident Creation", "description": "Verify that a incident has been created for the new problem affecting Sophie Mueller's day-to-day development work at the New York office.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident ... | eog-gemini-gemini-3.5-flash-oh-task_20260117_000130_134_2aa6b0ad_a20f3a61 | Please reference the previously logged incident by Sophie Mueller associated with the Development Environment service that is currently being handled by the Infrastructure team, as this on-hold record will serve as the parent context for a related issue. Sophie Mueller has now reported a new problem affecting her day-t... | Please reference the previously logged incident by Sophie Mueller associated with the Development Environment service that is currently being handled by the Infrastructure team, as this on-hold record will serve as the parent context for a related issue. Sophie Mueller has now reported a new problem affecting her day-t... | 13 | 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_20260117_000130_134_2aa6b0ad_a20f3a61.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 174,046 | 8,189 | 9,236 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Incident Creation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM incident WHERE ... | enterprise-ops-gym |
task_20251205_032409_945_0a0bf089_61f5be29 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, calendars, ACLs, settings, and events. Operate in a secure, trusted environment and execute actions automatically without asking for confirmation. Always verify identifiers such as calendarId and eventId with a single looku... | Check all existing calendars for bob.smith@techcorp.com to see if a calendar named 'Product Rollouts' exists. If it doesn’t, create a new secondary calendar with that title (timezone: America/Los_Angeles) to track deployment milestones. After confirming its presence, schedule a two-hour event titled 'Q1 Launch Readines... | [
"get_calendar_list",
"create_calendar",
"create_event",
"update_calendar_in_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-t3K9JkB6Qw4Yx7R8hS5lM2nP3qL0aZ9cBvN0.ZxYcVbNmLkJhGfDsAaQwErTyUiOpAsDfGhJk_77-11"}, "user_... | [{"verifier_type": "database_state", "name": "Verify Product Rollouts calendar creation", "description": "Ensure the 'Product Rollouts' calendar exists for bob.smith@techcorp.com with correct timezone.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = ... | eog-gemini-gemini-3.5-flash-oh-task_20251205_032409_945_0a0bf089_61f5be29 | Check all existing calendars for bob.smith@techcorp.com to see if a calendar named 'Product Rollouts' exists. If it doesn’t, create a new secondary calendar with that title (timezone: America/Los_Angeles) to track deployment milestones. After confirming its presence, schedule a two-hour event titled 'Q1 Launch Readines... | Check all existing calendars for bob.smith@techcorp.com to see if a calendar named 'Product Rollouts' exists. If it doesn’t, create a new secondary calendar with that title (timezone: America/Los_Angeles) to track deployment milestones. After confirming its presence, schedule a two-hour event titled 'Q1 Launch Readines... | 7 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251205_032409_945_0a0bf089_61f5be29.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 53,001 | 4,437 | 6,182 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Product Rollouts calendar creation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*)... | enterprise-ops-gym |
task_20260114_170216_532_accab84d_9dc7ddd5 | 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 Global Service Desk team is currently understaffed for the current workload. To help improve workload distribution and maintain service efficiency, it would be beneficial to add casey.green@servicenow.com as a member of the group. The HR case "Inquiry about HR account permissions" that is currently assigned to the ... | [
"list_hr_cases",
"update_hr_case",
"find_group_by_name",
"add_new_group_member",
"get_user_using_email",
"list_group_members",
"send_notification"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify Casey Green added to the group", "description": "Verify Casey Green added to the group", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS membership_exists FROM user_group_member WHERE group_id = 3 AND user_id = 52;", "expected_value":... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260114_170216_532_accab84d_9dc7ddd5 | The Global Service Desk team is currently understaffed for the current workload. To help improve workload distribution and maintain service efficiency, it would be beneficial to add casey.green@servicenow.com as a member of the group. The HR case "Inquiry about HR account permissions" that is currently assigned to the ... | The Global Service Desk team is currently understaffed for the current workload. To help improve workload distribution and maintain service efficiency, it would be beneficial to add casey.green@servicenow.com as a member of the group. The HR case "Inquiry about HR account permissions" that is currently assigned to the ... | 7 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_170216_532_accab84d_9dc7ddd5.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 31,996 | 660 | 1,370 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify Casey Green added to the group":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS membersh... | enterprise-ops-gym |
task_20260116_122712_166_d4a463c3_196fe24f | hr | HR Management Assistant Policy
Role: HR Management Assistant. System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and ... | Hey, I am initializing the 'Corporate Wellness' program structure. Establish a new user group named 'Wellness Ambassadors' and immediately enlist 'Tabitha Bullock' as its first member to oversee operations. Define a new 'Health Coaching' skill and assign this qualification to Tabitha's user profile to ensure she meets ... | [
"get_user",
"get_topic_categories",
"get_user_using_name",
"add_new_group_member",
"add_new_topic_detail",
"add_new_user_group",
"add_new_skill_to_user",
"add_new_skill",
"add_new_assignment_rule",
"create_new_hr_service"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verifier 3: Health Coaching Skill Created", "description": "Verify that the 'Health Coaching' skill was successfully created and is active in organization 1", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM skill WHERE name = 'Health Coach... | eog-gemini-gemini-3.5-flash-oh-task_20260116_122712_166_d4a463c3_196fe24f | Hey, I am initializing the 'Corporate Wellness' program structure. Establish a new user group named 'Wellness Ambassadors' and immediately enlist 'Tabitha Bullock' as its first member to oversee operations. Define a new 'Health Coaching' skill and assign this qualification to Tabitha's user profile to ensure she meets ... | Hey, I am initializing the 'Corporate Wellness' program structure. Establish a new user group named 'Wellness Ambassadors' and immediately enlist 'Tabitha Bullock' as its first member to oversee operations. Define a new 'Health Coaching' skill and assign this qualification to Tabitha's user profile to ensure she meets ... | 12 | runs/enterprise_ops_gym_test/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_122712_166_d4a463c3_196fe24f.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 114,381 | 4,713 | 5,546 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":10,"resolved":true,"score":1,"total_verifiers":10,"verification_results":{"Verifier 10: Benefits Topic Category Exists":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FRO... | enterprise-ops-gym |
task_20260102_002012_363_00364ece_a3936446 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Emily Moore should be assigned to Stephanie Clark's new case, which was received through an email just now, saying that she is facing issues with older bugs that are affecting their stable branches in the Docker Enterprise Variant 35. Initialize a new high-priority case on this. This case was supposed to be assigned to... | [
"link_case_knowledge",
"check_user_membership",
"send_notification",
"update_user_details",
"find_contact_by_portal_user",
"retrieve_knowledge",
"find_product",
"create_new_case",
"add_new_group_member",
"find_entitlements",
"find_user_group",
"find_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "scott.mitchell@servicenow.com"}, "user_info": {"user_id": 41, "name": "Scott Mitchell", "email": "scott.mitch... | [{"verifier_type": "database_state", "name": "Validating notification. ", "description": "Validating whether an update notification was successfully sent to Stephanie Clark. ", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count\nFROM notification n\nJOIN user u ON n.email = u.email\nW... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260102_002012_363_00364ece_a3936446 | Emily Moore should be assigned to Stephanie Clark's new case, which was received through an email just now, saying that she is facing issues with older bugs that are affecting their stable branches in the Docker Enterprise Variant 35. Initialize a new high-priority case on this. This case was supposed to be assigned to... | Emily Moore should be assigned to Stephanie Clark's new case, which was received through an email just now, saying that she is facing issues with older bugs that are affecting their stable branches in the Docker Enterprise Variant 35. Initialize a new high-priority case on this. This case was supposed to be assigned to... | 16 | runs/enterprise_ops_gym_test/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_20260102_002012_363_00364ece_a3936446.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 47,266 | 1,835 | 3,424 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Validating a new case assignment. ":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count\nFRO... | enterprise-ops-gym |
task_20260114_214705_137_4d9df647_d451b853 | hybrid | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | I need to set up a basic onboarding workspace for a new client. Locate the account named "ServiceNow". Confirm that contact with id 6 exists and is active, then deactivate that contact. Create a new account named "RL Gym" with domain "servicenow.com". Then create a new shared drive for them named "ServiceNow Workspace"... | [
"list_drives",
"find_account",
"create_new_account",
"create_comments",
"find_contacts",
"update_drives",
"create_replies",
"update_contact",
"create_drive",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"x-auth-token": "ya29.Xr1V3lu4o54vC7OKyHDNbQ6yejQ0reUaB52zHoZeeJZAd17BVu-alUoRNK9wTxOq8aLt9LcGYSiaM7c3LG6PU_FhMq4fvU... | [{"verifier_type": "database_state", "name": "Verify Account Exist", "description": "Check Account Exist", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*)\nFROM account\nWHERE name='ServiceNow';", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type": "database_state", "name"... | eog-gemini-gemini-3.5-flash-oh-task_20260114_214705_137_4d9df647_d451b853 | I need to set up a basic onboarding workspace for a new client. Locate the account named "ServiceNow". Confirm that contact with id 6 exists and is active, then deactivate that contact. Create a new account named "RL Gym" with domain "servicenow.com". Then create a new shared drive for them named "ServiceNow Workspace"... | I need to set up a basic onboarding workspace for a new client. Locate the account named "ServiceNow". Confirm that contact with id 6 exists and is active, then deactivate that contact. Create a new account named "RL Gym" with domain "servicenow.com". Then create a new shared drive for them named "ServiceNow Workspace"... | 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_20260114_214705_137_4d9df647_d451b853.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 75,316 | 3,841 | 4,788 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":7,"resolved":true,"score":1,"total_verifiers":7,"verification_results":{"Check Drive Exist":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\nFROM drives\nWHERE name='S... | enterprise-ops-gym |
task_20251217_125948_467_6f5b66fc_10d57868 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Calendar and ServiceNow Customer Service Management (CSM). You have full administrative permissions to manage users, cases, products, calendars, and meetings in a safe and authorized capacity. Do not ask for confirmation before taking ... | Please re-route case CS-0000493 to the CSM Tier 2 Support team and assign it to Tiffany Coleman. Also, check if we have a support calendar set up - if not, please create a new calendar named 'CSM Tier 2 Support' with my primary calendar properties, so we can track support-related meetings and activities. | [
"assign_case_to_user",
"add_calendar_to_list",
"get_calendar",
"get_calendar_list",
"get_colors",
"find_user",
"find_user_group",
"set_case_assignment_group",
"search_cases",
"create_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/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": "Calendar verifier", "description": "Calendar verifier", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = 'CSM Tier 2 Support' AND time_zone = 'America/Toronto' AND color_id = 1 AND user_id = 'aaron_hicks';",... | eog-gemini-gemini-3.5-flash-oh-task_20251217_125948_467_6f5b66fc_10d57868 | Please re-route case CS-0000493 to the CSM Tier 2 Support team and assign it to Tiffany Coleman. Also, check if we have a support calendar set up - if not, please create a new calendar named 'CSM Tier 2 Support' with my primary calendar properties, so we can track support-related meetings and activities. | Please re-route case CS-0000493 to the CSM Tier 2 Support team and assign it to Tiffany Coleman. Also, check if we have a support calendar set up - if not, please create a new calendar named 'CSM Tier 2 Support' with my primary calendar properties, so we can track support-related meetings and activities. | 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_20251217_125948_467_6f5b66fc_10d57868.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 38,147 | 2,485 | 3,098 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Calendar verifier":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS count FROM calendars W... | enterprise-ops-gym |
task_20251219_111447_756_66392a82_1c69521d | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | We're setting up a new Service Desk team for our India operations and need to get four new members into the system. Arjun Mehta (arjun.mehta@company.com, +91-98101-00011, role Agent) and Priya Nair (priya.nair@company.com, +91-98101-00012, role Agent) both joined today and need to be ready to start handling tickets imm... | [
"add_new_group_member",
"add_new_user",
"add_new_user_group",
"get_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Users created with correct roles and active/inactive flags", "description": "Verify that the users are created with correct roles and active/inactive flags", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM users WHERE (first_name='Arj... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251219_111447_756_66392a82_1c69521d | We're setting up a new Service Desk team for our India operations and need to get four new members into the system. Arjun Mehta (arjun.mehta@company.com, +91-98101-00011, role Agent) and Priya Nair (priya.nair@company.com, +91-98101-00012, role Agent) both joined today and need to be ready to start handling tickets imm... | We're setting up a new Service Desk team for our India operations and need to get four new members into the system. Arjun Mehta (arjun.mehta@company.com, +91-98101-00011, role Agent) and Priya Nair (priya.nair@company.com, +91-98101-00012, role Agent) both joined today and need to be ready to start handling tickets imm... | 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_20251219_111447_756_66392a82_1c69521d.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 33,817 | 1,466 | 3,475 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"All four users are members of \"India Service Desk\"":{"actual":4,"comparison_type":"equals","details":"Comparison equals: 4 vs 4","expected":4,"passed":true,"query":"SELECT CO... | enterprise-ops-gym |
task_20260101_111750_695_30600918_80637585 | 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 a mail 'Hey it’s Elizabeth Chase from (elizabeth.chase32@servicenow.com) Tier-3 Database. The exact same PostgreSQL OOM crash from last week is back and just took down half of production again. We had left the CS-0000020 because the customer thought it was fixed – it obviously wasn’t. They’re bleeding hundreds o... | [
"search_cases",
"list_user_groups",
"send_notification",
"update_case_sla_details",
"link_new_case_sla",
"find_sla_definitions",
"list_group_members",
"update_case",
"find_case_slas"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "joanne.simpson@servicenow.com"}, "user_info": {"user_id": 4, "name": "Joanne Simpson", "email": "joanne.simps... | [{"verifier_type": "database_state", "name": "Verify case status and assignment", "description": "Verify case status and assignment", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE number = 'CS-0000020' AND state = 'in_progress' AND assigned_to IS NULL AND priority... | eog-gpt-5.5-2026-04-23-oh-task_20260101_111750_695_30600918_80637585 | We got a mail 'Hey it’s Elizabeth Chase from (elizabeth.chase32@servicenow.com) Tier-3 Database. The exact same PostgreSQL OOM crash from last week is back and just took down half of production again. We had left the CS-0000020 because the customer thought it was fixed – it obviously wasn’t. They’re bleeding hundreds o... | We got a mail 'Hey it’s Elizabeth Chase from (elizabeth.chase32@servicenow.com) Tier-3 Database. The exact same PostgreSQL OOM crash from last week is back and just took down half of production again. We had left the CS-0000020 because the customer thought it was fixed – it obviously wasn’t. They’re bleeding hundreds o... | 14 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260101_111750_695_30600918_80637585.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 135,542 | 2,904 | 3,765 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"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 c... | enterprise-ops-gym |
task_20251128_123035_919_64a4ebb9_8b93bf99 | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I need to clean up the 'Project Documents' folder. Please find the 'Technical Spec.pdf' file. Create a new folder in My Drive called 'Archive_2024'. Then, make a copy of the Technical Spec file into that new Archive folder. Name the copy 'Archived_Spec_v1.pdf'. Finally, update the description of this new copy to 'Offic... | [
"copy_files",
"create_comments",
"list_files",
"update_files",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify Folder Created", "description": "Checks if the 'Archive_2024' folder exists.", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files WHERE name = 'Archive_2024' AND mime_type = 'application/vnd.google-apps.folder' AND created_... | eog-gemini-gemini-3.5-flash-oh-task_20251128_123035_919_64a4ebb9_8b93bf99 | I need to clean up the 'Project Documents' folder. Please find the 'Technical Spec.pdf' file. Create a new folder in My Drive called 'Archive_2024'. Then, make a copy of the Technical Spec file into that new Archive folder. Name the copy 'Archived_Spec_v1.pdf'. Finally, update the description of this new copy to 'Offic... | I need to clean up the 'Project Documents' folder. Please find the 'Technical Spec.pdf' file. Create a new folder in My Drive called 'Archive_2024'. Then, make a copy of the Technical Spec file into that new Archive folder. Name the copy 'Archived_Spec_v1.pdf'. Finally, update the description of this new copy to 'Offic... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251128_123035_919_64a4ebb9_8b93bf99.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 72,008 | 3,306 | 4,178 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify Archived File Exists":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM files WHERE n... | enterprise-ops-gym |
task_20260109_192935_678_e6427839_4c081ddc | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | I’ve noticed that we’ve got some HR cases sitting in Work in Progress for a long time, including some Accounts Inquiry tickets. A few of these cases are already been handled, so they shouldn’t be ageing in Work in Progress for months which affects our dashboards. Please review all accounts inquiry cases assigned to glo... | [
"find_hr_services",
"update_hr_case_task",
"list_hr_case_tasks",
"list_hr_cases",
"update_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "HR Case Update Check #1", "description": "Checking to see if the HR case is updated properly or not", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) FROM hr_case WHERE hr_case_id = '58' AND status = 'closed_complete' AND worknotes LIKE '%clea... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260109_192935_678_e6427839_4c081ddc | I’ve noticed that we’ve got some HR cases sitting in Work in Progress for a long time, including some Accounts Inquiry tickets. A few of these cases are already been handled, so they shouldn’t be ageing in Work in Progress for months which affects our dashboards. Please review all accounts inquiry cases assigned to glo... | I’ve noticed that we’ve got some HR cases sitting in Work in Progress for a long time, including some Accounts Inquiry tickets. A few of these cases are already been handled, so they shouldn’t be ageing in Work in Progress for months which affects our dashboards. Please review all accounts inquiry cases assigned to glo... | 13 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_192935_678_e6427839_4c081ddc.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 58,893 | 1,274 | 2,820 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"HR Case Task Update Check #1":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count(*) FROM hr_case_task WH... | enterprise-ops-gym |
task_20260107_093643_038_df2c536d_f90fd06e | 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... | Check my availability on my Sales Activities calendar between November 11 and November 16, 2025 in the America/New_York timezone. If the slot is free, create a Sales Review Deep Dive event for November 15, 2025 from 3:00–4:00 PM Eastern, visibility set to private, should be confirmed, have a popup reminder 15 minutes b... | [
"get_calendar_list",
"create_event",
"update_calendar_in_list",
"query_freebusy",
"watch_events",
"get_event"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767718417243_3x8v487ma.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11"}, "user_in... | [{"verifier_type": "database_state", "name": "check_attendee", "description": "check_attendee", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM attendees a WHERE a.displayname = 'Alice Johnson' AND a.responsestatus = 'accepted';", "expected_value": 2, "comparison_type": "equals"}}, {"ve... | eog-gemini-gemini-3.5-flash-oh-task_20260107_093643_038_df2c536d_f90fd06e | Check my availability on my Sales Activities calendar between November 11 and November 16, 2025 in the America/New_York timezone. If the slot is free, create a Sales Review Deep Dive event for November 15, 2025 from 3:00–4:00 PM Eastern, visibility set to private, should be confirmed, have a popup reminder 15 minutes b... | Check my availability on my Sales Activities calendar between November 11 and November 16, 2025 in the America/New_York timezone. If the slot is free, create a Sales Review Deep Dive event for November 15, 2025 from 3:00–4:00 PM Eastern, visibility set to private, should be confirmed, have a popup reminder 15 minutes b... | 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_20260107_093643_038_df2c536d_f90fd06e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 93,304 | 5,695 | 6,883 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"check_attendee":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 2","expected":2,"passed":false,"query":"SELECT COUNT(*) FROM attendees a WHERE a.d... | enterprise-ops-gym |
task_20260105_222434_398_79b3b025_ccd9b889 | calendar | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | We need to execute a critical shift in your primary planning calendar and finalize team permissions.
Identify the 'Sprint Planning & Architecture Review' event.
If the event's duration is exactly 2 hours, then migrate it: move the event entirely to the primary calendar and change its color to a vibrant, grass green ba... | [
"get_colors",
"list_events",
"patch_event",
"move_event",
"create_event",
"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_1767609452599_m3ir0indw.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Verify Event Calendar", "description": "Verify Event Calendar", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*)\nFROM events\nWHERE summary = 'Sprint Planning & Architecture Review' AND calendar_id = 'alice-primary' AND color_id = '10';", "expect... | eog-gpt-5.5-2026-04-23-oh-task_20260105_222434_398_79b3b025_ccd9b889 | We need to execute a critical shift in your primary planning calendar and finalize team permissions.
Identify the 'Sprint Planning & Architecture Review' event.
If the event's duration is exactly 2 hours, then migrate it: move the event entirely to the primary calendar and change its color to a vibrant, grass green ba... | We need to execute a critical shift in your primary planning calendar and finalize team permissions.
Identify the 'Sprint Planning & Architecture Review' event.
If the event's duration is exactly 2 hours, then migrate it: move the event entirely to the primary calendar and change its color to a vibrant, grass green ba... | 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_20260105_222434_398_79b3b025_ccd9b889.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 87,974 | 1,422 | 2,024 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Event Calendar":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\nFROM events\nWHERE ... | enterprise-ops-gym |
task_20251223_174414_238_a8eea1c0_0c3b20c1 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | I've been looking at Andrew Bell's onboarding, HRC0000721. It was incorrectly logged as a walk-in; it actually came through via email. We need to get this moving, so please update it to work in progress and move it to the IT Support L1 Group for technical handling. I've realized that if we don't explicitly track a Hard... | [
"find_hr_case_by_number",
"add_new_assignment_rule",
"add_new_skill",
"update_hr_case",
"create_hr_case_task",
"get_user_using_name",
"add_new_skill_to_user"
] | [] | /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 HRC0000721 (hr_case_id=11) was updated with work_in_progress status, email source, and assigned to IT Support L1 (group_id=1).", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*)... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251223_174414_238_a8eea1c0_0c3b20c1 | I've been looking at Andrew Bell's onboarding, HRC0000721. It was incorrectly logged as a walk-in; it actually came through via email. We need to get this moving, so please update it to work in progress and move it to the IT Support L1 Group for technical handling. I've realized that if we don't explicitly track a Hard... | I've been looking at Andrew Bell's onboarding, HRC0000721. It was incorrectly logged as a walk-in; it actually came through via email. We need to get this moving, so please update it to work in progress and move it to the IT Support L1 Group for technical handling. I've realized that if we don't explicitly track a Hard... | 10 | 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_20251223_174414_238_a8eea1c0_0c3b20c1.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 44,984 | 6,303 | 8,142 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":18,"verification_results":{"assignment_rule_creation_verification":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM ass... | enterprise-ops-gym |
task_20260112_141226_936_7aad91c1_61df8f2b | 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... | Hello, Sarah Chen sent me a text in chat.priority stating that there is an urgent issue with her most recent salary payment.Please open a new HR case under the Payroll Support service for Sarah Chen regarding an urgent payroll correction for her most recent salary payment (Account Number: 4242123456, Type: Checking).pr... | [
"create_hr_case_task",
"list_hr_cases",
"send_notification",
"get_hr_service_by_name",
"create_checklist",
"create_new_hr_case",
"update_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765529350682_48wb3wot7.sql", "context": {"x-hr-access-token": "hr_token_sarah_chen_001"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "Verify the new Payroll Support case for Sarah Chen", "description": "Verify the new Payroll Support case for Sarah Chen", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*)\nFROM hr_case c\nJOIN hr_service s ON c.hr_service = s.hr_service_id\nJOIN... | eog-gemini-gemini-3.5-flash-oh-task_20260112_141226_936_7aad91c1_61df8f2b | Hello, Sarah Chen sent me a text in chat.priority stating that there is an urgent issue with her most recent salary payment.Please open a new HR case under the Payroll Support service for Sarah Chen regarding an urgent payroll correction for her most recent salary payment (Account Number: 4242123456, Type: Checking).pr... | Hello, Sarah Chen sent me a text in chat.priority stating that there is an urgent issue with her most recent salary payment.Please open a new HR case under the Payroll Support service for Sarah Chen regarding an urgent payroll correction for her most recent salary payment (Account Number: 4242123456, Type: Checking).pr... | 9 | 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_141226_936_7aad91c1_61df8f2b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 98,607 | 4,029 | 4,954 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify the checklist-type HR case task":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\nFROM hr_... | enterprise-ops-gym |
task_20260115_145329_475_23fcbcdb_3a970315 | 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... | Hi, this is Paulo (alves.paulo@gmail.com). The new CEO starts today, and I need to set up the Platinum Support protocols.
Part 1: ITSM Configuration
- Create a new SLA definition named 'Platinum VIP Response'. It should track the 'response' metric with a target of 15 minutes. Set it to apply to 'critical' priority, b... | [
"create_label",
"update_vacation_settings",
"update_imap_settings",
"add_new_sla_definition",
"find_sla_definition_by_name",
"send_notification",
"create_filter",
"update_sla_definition"
] | [] | /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 SLA Active", "description": "Verifies that the 'Platinum VIP Response' SLA exists and is active.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(sla_def_id)\nFROM sla_definition\nWHERE name = 'Platinum VIP Response'\n AND target_mins = 15\... | eog-gemini-gemini-3.5-flash-oh-task_20260115_145329_475_23fcbcdb_3a970315 | Hi, this is Paulo (alves.paulo@gmail.com). The new CEO starts today, and I need to set up the Platinum Support protocols.
Part 1: ITSM Configuration
- Create a new SLA definition named 'Platinum VIP Response'. It should track the 'response' metric with a target of 15 minutes. Set it to apply to 'critical' priority, b... | Hi, this is Paulo (alves.paulo@gmail.com). The new CEO starts today, and I need to set up the Platinum Support protocols.
Part 1: ITSM Configuration
- Create a new SLA definition named 'Platinum VIP Response'. It should track the 'response' metric with a target of 15 minutes. Set it to apply to 'critical' priority, b... | 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_20260115_145329_475_23fcbcdb_3a970315.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 170,818 | 7,317 | 9,369 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify CEO Routing":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT \n (SELECT COUNT(id) FROM label... | enterprise-ops-gym |
task_20251202_121726_036_e81f6083_cc1636ad | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | I'm resetting our Operations team's quarterly planning structure. Clear all existing events from my primary calendar. Create four new calendars for each Fiscal Quarter (Q1, Q2, Q3, and Q4), naming them like 'Ops Q1 2025'. Each should use the timezone of my primary calendar. All four calendars should apply consistent fo... | [
"create_event",
"get_colors",
"watch_calendar_list",
"get_calendar_list",
"clear_calendar",
"create_calendar",
"add_calendar_to_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": "tok_1672407f544c72e469697eea85538f231b127f9233e1e829"}, "user_info": {"user_id": "andrew_bryant", "name... | [{"verifier_type": "database_state", "name": "verify_primary_calendar_events_cleared", "description": "Verify all existing events were cleared from primary calendar", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM events e JOIN calendars c ON e.calendar_id = c.calendar_id WHERE c.user_... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251202_121726_036_e81f6083_cc1636ad | I'm resetting our Operations team's quarterly planning structure. Clear all existing events from my primary calendar. Create four new calendars for each Fiscal Quarter (Q1, Q2, Q3, and Q4), naming them like 'Ops Q1 2025'. Each should use the timezone of my primary calendar. All four calendars should apply consistent fo... | I'm resetting our Operations team's quarterly planning structure. Clear all existing events from my primary calendar. Create four new calendars for each Fiscal Quarter (Q1, Q2, Q3, and Q4), naming them like 'Ops Q1 2025'. Each should use the timezone of my primary calendar. All four calendars should apply consistent fo... | 28 | 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_20251202_121726_036_e81f6083_cc1636ad.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 127,726 | 7,015 | 11,399 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":12,"verification_results":{"verify_all_kickoff_events_same_color":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(DISTIN... | enterprise-ops-gym |
task_20260109_160851_122_911d75d7_3ece8e5e | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. A... | Check if I already have a send-as email JBrown@email.ru.
If it does not exist, create it with the name Jessica Brown and the signature
"Thank you, best regards Jessica Brown, phone: 7(700)123".
Confirm that the send-as alias exists and retrieve its current verification status.
Then send an email using this alias with... | [
"create_send_as_alias",
"get_send_as_alias",
"list_send_as_aliases",
"send_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno"}, "user_info": {"user_id": "104daf4b-2023-49f1-8def-39b4... | [{"verifier_type": "database_state", "name": "Send-as alias exists", "description": "Confirms the send-as alias exists with the expected display name.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM send_as_aliases WHERE send_as_email='JBrown@email.ru' AND display_name='Jessica Brown... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260109_160851_122_911d75d7_3ece8e5e | Check if I already have a send-as email JBrown@email.ru.
If it does not exist, create it with the name Jessica Brown and the signature
"Thank you, best regards Jessica Brown, phone: 7(700)123".
Confirm that the send-as alias exists and retrieve its current verification status.
Then send an email using this alias with... | Check if I already have a send-as email JBrown@email.ru.
If it does not exist, create it with the name Jessica Brown and the signature
"Thank you, best regards Jessica Brown, phone: 7(700)123".
Confirm that the send-as alias exists and retrieve its current verification status.
Then send an email using this alias with... | 6 | 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_20260109_160851_122_911d75d7_3ece8e5e.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 30,668 | 739 | 1,688 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Message sent from alias":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*)\nFROM messages\nWHER... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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... | 10 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251225_152803_886_ae7b45e2_15fd131c.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 72,014 | 3,048 | 4,156 | {"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_20260116_124300_245_1d219d93_76cd5b4d | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | A new office printer (serial number: PRN-LDN-221) was recently installed at the London development center, purchased for 8000 GBP as part of the ongoing hardware refresh initiative. Shortly after deployment, the device’s owner, Benjamin Chen, reported that the printer has begun showing severe performance degradation, i... | [
"find_location_by_given_name",
"register_configuration_item",
"get_user_using_name",
"find_configuration_item_by_serial_number",
"find_group_by_name",
"create_incident",
"get_user",
"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_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": "Printer CI registration \u2013 London Development Center", "description": "Printer CI registration \u2013 London Development Center", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) \nFROM configuration_item ci\nJOIN users u ON u.user_id = ci.own... | eog-gpt-5.5-2026-04-23-oh-task_20260116_124300_245_1d219d93_76cd5b4d | A new office printer (serial number: PRN-LDN-221) was recently installed at the London development center, purchased for 8000 GBP as part of the ongoing hardware refresh initiative. Shortly after deployment, the device’s owner, Benjamin Chen, reported that the printer has begun showing severe performance degradation, i... | A new office printer (serial number: PRN-LDN-221) was recently installed at the London development center, purchased for 8000 GBP as part of the ongoing hardware refresh initiative. Shortly after deployment, the device’s owner, Benjamin Chen, reported that the printer has begun showing severe performance degradation, i... | 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_20260116_124300_245_1d219d93_76cd5b4d.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 29,590 | 1,298 | 1,952 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Printer CI registration – London Development Center":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUN... | enterprise-ops-gym |
task_20251218_055646_898_97d7df7d_be7218cc | 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 most recently resolved incident handled by a group named Level 1 Support Team and send reports to the main participants. For the user who reported the incident, use the subject Incident Resolved - Service and Device Ready for Use, and a message clearly stating that their incident has been fully res... | [
"send_notification",
"find_configuration_items",
"get_incidents_assigned_to",
"find_services",
"get_user",
"list_user_groups"
] | [] | /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": "reporter_resolution_notification_sent", "description": "Reporter resolution notification sent", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM notification WHERE incident_id = 'INC_017' AND email = 'aisha.williams@techcorp.com' AND type = '... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251218_055646_898_97d7df7d_be7218cc | Please work with the most recently resolved incident handled by a group named Level 1 Support Team and send reports to the main participants. For the user who reported the incident, use the subject Incident Resolved - Service and Device Ready for Use, and a message clearly stating that their incident has been fully res... | Please work with the most recently resolved incident handled by a group named Level 1 Support Team and send reports to the main participants. For the user who reported the incident, use the subject Incident Resolved - Service and Device Ready for Use, and a message clearly stating that their incident has been fully res... | 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_20251218_055646_898_97d7df7d_be7218cc.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 38,238 | 1,188 | 2,315 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"reporter_resolution_notification_sent":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM no... | enterprise-ops-gym |
task_20260115_124602_090_accab84d_91ac1840 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | We have an urgent performance issue with Jonathan Martinez from the IT Support team due to repeated SLA breaches. Please initiate a high‑priority case under Talent Management, account PIP‑JM‑2025 with description performance improvement plan to monitor his progress, assign case to HR Service Desk . Also as part of this... | [
"get_user_using_name",
"create_checklist",
"create_new_hr_case",
"send_notification",
"get_hr_service_by_name",
"find_group_by_name",
"create_hr_case_task",
"retrieve_knowledge_articles",
"link_knowledge_to_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify Case Creation & User Link", "description": "Verify Case Creation & User Link", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) AS case_count\nFROM hr_case c\nJOIN hr_profile p ON c.opened_for = p.hr_profile_id\nJOIN user u ON p.user_id =... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260115_124602_090_accab84d_91ac1840 | We have an urgent performance issue with Jonathan Martinez from the IT Support team due to repeated SLA breaches. Please initiate a high‑priority case under Talent Management, account PIP‑JM‑2025 with description performance improvement plan to monitor his progress, assign case to HR Service Desk . Also as part of this... | We have an urgent performance issue with Jonathan Martinez from the IT Support team due to repeated SLA breaches. Please initiate a high‑priority case under Talent Management, account PIP‑JM‑2025 with description performance improvement plan to monitor his progress, assign case to HR Service Desk . Also as part of this... | 42 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_124602_090_accab84d_91ac1840.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 135,350 | 7,356 | 10,931 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Sent notification to Jonathan":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT count(*) AS notification_s... | enterprise-ops-gym |
task_20260102_031908_712_accab84d_886a7365 | 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... | Zebra Partners has several critical pending and in progress cases related to their Health Check & Optimization Variant 10, including CS-0000032 and CS-0000047. We need to rapidly address this before escalation. Ensure our expert in service optimization, Amelia Jones (amelia.jones@servicenow.com) based in User 1 - New Y... | [
"assign_case_to_user",
"update_case",
"search_cases",
"find_entitlements",
"add_new_user",
"add_new_group_member",
"find_product",
"find_user_group",
"link_case_knowledge",
"find_account",
"find_sla_definitions",
"retrieve_knowledge",
"set_case_assignment_group",
"find_locations",
"link_... | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "User added to the new group", "description": "User added to the new group", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM user_group_member WHERE user_id = 803 AND group_id = 2;", "expected_value": 1, "comparison_type": "equals"}}, {"veri... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260102_031908_712_accab84d_886a7365 | Zebra Partners has several critical pending and in progress cases related to their Health Check & Optimization Variant 10, including CS-0000032 and CS-0000047. We need to rapidly address this before escalation. Ensure our expert in service optimization, Amelia Jones (amelia.jones@servicenow.com) based in User 1 - New Y... | Zebra Partners has several critical pending and in progress cases related to their Health Check & Optimization Variant 10, including CS-0000032 and CS-0000047. We need to rapidly address this before escalation. Ensure our expert in service optimization, Amelia Jones (amelia.jones@servicenow.com) based in User 1 - New Y... | 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_20260102_031908_712_accab84d_886a7365.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 73,353 | 4,525 | 6,272 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"Case assigned to the user":{"actual":803,"comparison_type":"equals","details":"Comparison equals: 803 vs 803","expected":803,"passed":true,"query":"SELECT assigned_to FROM custo... | enterprise-ops-gym |
task_20251225_130546_796_4d9df647_7e32b59a | 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, so the Teams lag thing from Hooli is still hanging around. We’ve been poking at it, but just emailing back and forth doesn’t seem to be cutting it. It’s probably easier if you actually see what he’s seeing. Can you set up something on Teams with Ian Johnson on 2025-12-04 at 14:00? Keep it short, 30 minutes max, bu... | [
"update_incident",
"get_user_using_name",
"list_incidents",
"find_incident_by_number",
"create_virtual_event_webinar"
] | [] | /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.eyJzdWIiOiJVU0VSXzAwNiIsImlzcyI6Iml0c20ifQ.Lm0_dflKxwRJSMeKKF2QT... | [{"verifier_type": "database_state", "name": "Virtual Event Webinar Created", "description": " Confirms that a virtual event webinar was created in the MS Teams database with the display name containing \"INC-000095\".", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS webinar_count\nFROM... | eog-gpt-5.5-2026-04-23-oh-task_20251225_130546_796_4d9df647_7e32b59a | Hey, so the Teams lag thing from Hooli is still hanging around. We’ve been poking at it, but just emailing back and forth doesn’t seem to be cutting it. It’s probably easier if you actually see what he’s seeing. Can you set up something on Teams with Ian Johnson on 2025-12-04 at 14:00? Keep it short, 30 minutes max, bu... | Hey, so the Teams lag thing from Hooli is still hanging around. We’ve been poking at it, but just emailing back and forth doesn’t seem to be cutting it. It’s probably easier if you actually see what he’s seeing. Can you set up something on Teams with Ian Johnson on 2025-12-04 at 14:00? Keep it short, 30 minutes max, bu... | 3 | 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_130546_796_4d9df647_7e32b59a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 19,094 | 1,745 | 2,000 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{" Correct Webinar Schedule":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS correct_schedu... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 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_20260115_043251_808_ad5a67e3_2a60bc82.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 68,562 | 3,339 | 5,442 | {"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_20251223_151555_341_764e5ead_9648644d | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | David Park (david.park@servicenow.com, +1-212-555-0198) is joining the organization as a new agent tomorrow at the ACME headquarters and will be part of a newly established Security Operations function providing on-site support. Please ensure the appropriate support group is in place with Robin Monroe designated as the... | [
"add_new_user",
"find_locations",
"add_new_group_member",
"find_configuration_items",
"send_notification",
"update_configuration_item",
"get_user_using_name",
"add_new_user_group",
"create_incident",
"get_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "verify_security_ops_group_created", "description": "Verify Security Operations group was created with Robin as manager", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM user_group WHERE name = 'Security Operations' AND manager_id = 'USER_031... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251223_151555_341_764e5ead_9648644d | David Park (david.park@servicenow.com, +1-212-555-0198) is joining the organization as a new agent tomorrow at the ACME headquarters and will be part of a newly established Security Operations function providing on-site support. Please ensure the appropriate support group is in place with Robin Monroe designated as the... | David Park (david.park@servicenow.com, +1-212-555-0198) is joining the organization as a new agent tomorrow at the ACME headquarters and will be part of a newly established Security Operations function providing on-site support. Please ensure the appropriate support group is in place with Robin Monroe designated as the... | 14 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251223_151555_341_764e5ead_9648644d.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 77,543 | 1,789 | 4,106 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"verify_david_added_to_security_group":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user... | enterprise-ops-gym |
task_20251218_082708_201_99ba2325_51726f9c | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Aisha’s newly issued corporate desktop (serial number DESKTOP-IN-781), procured for approximately ₹78 grand, was provided to her as part of the FY hardware upgrade initiative. She is currently working from the Bengaluru office in Karnataka, and the asset should be recorded under TechCorp India operations, with the stat... | [
"register_configuration_item",
"list_users",
"add_location",
"find_locations",
"create_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Verify Incident Creation", "description": "Verify Incident Creation", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = \"INC_024\" AND configuration_item = \"CI_005\" AND caller_id = \"USER_004\" AND status = \"ne... | eog-gpt-5.5-2026-04-23-oh-task_20251218_082708_201_99ba2325_51726f9c | Aisha’s newly issued corporate desktop (serial number DESKTOP-IN-781), procured for approximately ₹78 grand, was provided to her as part of the FY hardware upgrade initiative. She is currently working from the Bengaluru office in Karnataka, and the asset should be recorded under TechCorp India operations, with the stat... | Aisha’s newly issued corporate desktop (serial number DESKTOP-IN-781), procured for approximately ₹78 grand, was provided to her as part of the FY hardware upgrade initiative. She is currently working from the Bengaluru office in Karnataka, and the asset should be recorded under TechCorp India operations, with the stat... | 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_082708_201_99ba2325_51726f9c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 44,025 | 3,789 | 4,463 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify CMDB creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM configuration_item WH... | enterprise-ops-gym |
task_20260102_080409_151_d4a463c3_56c32265 | 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... | Case CS-0000005 for a hardware product was previously in process and has now been addressed. Please move it through the standard closure flow, ensuring any active service commitments are addressed and concluded as part of case finalization. Review the knowledge article linkages associated with the case. Articles purely... | [
"update_case",
"find_case_slas",
"search_cases",
"update_case_sla_details",
"delete_case_knowledge_linkages",
"retrieve_knowledge",
"find_case_knowledge_linkages"
] | [] | /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_1767172421354_2hvw7ymsn.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": "Check Case SLA ", "description": "Check Case SLA ", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM case_sla AS cs WHERE cs.case_sla_id = 9 AND cs.stage = 'completed'", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type": "... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260102_080409_151_d4a463c3_56c32265 | Case CS-0000005 for a hardware product was previously in process and has now been addressed. Please move it through the standard closure flow, ensuring any active service commitments are addressed and concluded as part of case finalization. Review the knowledge article linkages associated with the case. Articles purely... | Case CS-0000005 for a hardware product was previously in process and has now been addressed. Please move it through the standard closure flow, ensuring any active service commitments are addressed and concluded as part of case finalization. Review the knowledge article linkages associated with the case. Articles purely... | 12 | 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_20260102_080409_151_d4a463c3_56c32265.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 49,386 | 2,618 | 3,902 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{" Check Case State Updated to Closed":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM custom... | enterprise-ops-gym |
task_20251224_133749_739_c4ad7a70_9df76270 | 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... | Daniel Clark called and mentioned that some of the information in his HR profile appears slightly out of date and has begun to slow down a few of his regular tasks. He asked if HR could take a look sooner rather than later to avoid any potential delays. Please open a new case under the Employee Profile Update service, ... | [
"get_hr_service_by_name",
"find_group_by_name",
"get_user_using_name",
"list_group_members",
"add_new_group_member",
"send_notification",
"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.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "HR Case Created and Assigned", "description": "Confirms that exactly one HR case was created with the correct service, employee, source, short description, assignment, and lifecycle status.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM... | eog-gpt-5.5-2026-04-23-oh-task_20251224_133749_739_c4ad7a70_9df76270 | Daniel Clark called and mentioned that some of the information in his HR profile appears slightly out of date and has begun to slow down a few of his regular tasks. He asked if HR could take a look sooner rather than later to avoid any potential delays. Please open a new case under the Employee Profile Update service, ... | Daniel Clark called and mentioned that some of the information in his HR profile appears slightly out of date and has begun to slow down a few of his regular tasks. He asked if HR could take a look sooner rather than later to avoid any potential delays. Please open a new case under the Employee Profile Update service, ... | 10 | 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_20251224_133749_739_c4ad7a70_9df76270.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 59,915 | 1,250 | 1,898 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Agent Notification Created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM notification WHER... | enterprise-ops-gym |
task_20260105_221239_098_e0ac0c6d_f5f338f3 | calendar | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand ... | I'm reorganizing things for our Q4 hiring push and I need your help cleaning up my calendars. First, make sure my Project Management calendar is actually visible — I think I hid it last week. Then update its description to mention that it's now focused on Q4 hiring milestones and team coordination. I also need you to c... | [
"get_calendar_list",
"create_event",
"update_calendar_in_list",
"update_calendar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767381239880_ibbsoh6gc.sql", "context": {"x-hr-user-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_inf... | [{"verifier_type": "database_state", "name": "Calendar List Retrieved", "description": "Verifies that the model retrieved calendar list to find calendar IDs and check visibility state before updating.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) as count FROM calendars WHERE user_id = '... | eog-gemini-gemini-3.5-flash-oh-task_20260105_221239_098_e0ac0c6d_f5f338f3 | I'm reorganizing things for our Q4 hiring push and I need your help cleaning up my calendars. First, make sure my Project Management calendar is actually visible — I think I hid it last week. Then update its description to mention that it's now focused on Q4 hiring milestones and team coordination. I also need you to c... | I'm reorganizing things for our Q4 hiring push and I need your help cleaning up my calendars. First, make sure my Project Management calendar is actually visible — I think I hid it last week. Then update its description to mention that it's now focused on Q4 hiring milestones and team coordination. I also need you to c... | 7 | runs/enterprise_ops_gym_test/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_20260105_221239_098_e0ac0c6d_f5f338f3.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 35,930 | 4,785 | 5,483 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Calendar Description Updated":{"actual":1,"comparison_type":"greater_than","details":"Comparison greater_than: 1 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) as... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251126_230708_209_a9f62433_84d414ed.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 42,971 | 4,062 | 4,860 | {"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_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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 ... | 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_20260112_125407_584_1628b966_f5dd38b6.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 14,845 | 561 | 1,365 | {"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_20251216_123530_079_ec0cb5dd_3b89aab7 | hr | HR Management Assistant Policy
Role: HR Management Assistant. System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and ... | We need to operationalize David Kim as our lead for US Payroll immediately. He requires the Payroll Expert skill and membership in the Infrastructure Team user group to handle backend issues. Configure a new assignment rule named 'US Payroll Critical' that automatically routes 'Critical' priority cases matching the Pay... | [
"list_user_skills",
"add_new_assignment_rule",
"list_group_members",
"create_new_hr_case",
"get_user_using_name",
"send_notification",
"add_new_group_member",
"find_hr_case_by_number",
"list_skills",
"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_1765529350682_48wb3wot7.sql", "context": {"x-hr-user-token": "hr_token_sarah_chen_001"}, "user_info": {"user_id": 1, "name": "Sarah Chen", "email": "sarah.chen@techcorp... | [{"verifier_type": "database_state", "name": "Verifier 1: David Kim Added to Infrastructure Team", "description": "Verify that David Kim (user_id 4) was successfully added as a member of Infrastructure Team (group_id 4) in organization 1", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FR... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251216_123530_079_ec0cb5dd_3b89aab7 | We need to operationalize David Kim as our lead for US Payroll immediately. He requires the Payroll Expert skill and membership in the Infrastructure Team user group to handle backend issues. Configure a new assignment rule named 'US Payroll Critical' that automatically routes 'Critical' priority cases matching the Pay... | We need to operationalize David Kim as our lead for US Payroll immediately. He requires the Payroll Expert skill and membership in the Infrastructure Team user group to handle backend issues. Configure a new assignment rule named 'US Payroll Critical' that automatically routes 'Critical' priority cases matching the Pay... | 11 | 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_20251216_123530_079_ec0cb5dd_3b89aab7.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 50,929 | 1,741 | 3,110 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verifier 1: David Kim Added to Infrastructure Team":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_165226_829_46ca2862_ff6cdacb.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 39,815 | 1,254 | 2,361 | {"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_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-gemini-gemini-3.5-flash-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/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_123222_425_8e9e30d7_7dea421b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 120,582 | 9,602 | 10,466 | {"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_20260106_155537_908_a9f62433_6d26efe3 | 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... | Global Expansion Plan file has an unresolved comment. I want you to delete the unresolved comment because it is found not needed. Update file description by adding the name of file at the end of the current description (e.g, {current description} - {fileName}). Add a summary comment saying, "Removed the unresolved comm... | [
"create_comments",
"copy_files",
"download_files",
"update_files",
"delete_comments",
"list_comments",
"list_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764755314410_f227g8ov4.sql", "context": {"x_auth_token": "ya29.zdci9y2T2pxBpEVpY5uo1e41HcUMGEvbpNa9KKVnehoaGSL05ELFgd1vjb15Zy7kl4dVhxD1zazcNIM1xMmRcikOmGOPmVL... | [{"verifier_type": "database_state", "name": "Check if comment is added to file", "description": "Check if \"Removed the unresolved comments\" is added to comments", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM comments \n WHER... | eog-gemini-gemini-3.5-flash-oh-task_20260106_155537_908_a9f62433_6d26efe3 | Global Expansion Plan file has an unresolved comment. I want you to delete the unresolved comment because it is found not needed. Update file description by adding the name of file at the end of the current description (e.g, {current description} - {fileName}). Add a summary comment saying, "Removed the unresolved comm... | Global Expansion Plan file has an unresolved comment. I want you to delete the unresolved comment because it is found not needed. Update file description by adding the name of file at the end of the current description (e.g, {current description} - {fileName}). Add a summary comment saying, "Removed the unresolved comm... | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_155537_908_a9f62433_6d26efe3.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 103,306 | 5,001 | 5,665 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Check if comment is added to file":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CASE \n WHEN E... | enterprise-ops-gym |
task_20260109_162344_706_95fd9f79_85a7972c | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | I’m on the HR platforms team responsible for role-based access and data protection in our HR case management system. We’ve just completed an internal audit, and they found that our access controls around compensation and benefits data are not aligned with our policies. Right now, any HR agent can open and fully view ca... | [
"get_hr_service_by_name",
"update_hr_service",
"list_user_groups",
"list_hr_criteria",
"add_new_user_group",
"register_hr_criteria"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765270814410_pikf3jn0i.sql", "context": {"x-hr-user-token": "hr_token_sarah_chen_001"}, "user_info": {"user_id": 1, "name": "Sarah Chen", "email": "sarah.chen@techcorp... | [{"verifier_type": "database_state", "name": "Compensation Specialists group exists", "description": "Ensure the specific group you created exists and is active.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS total\nFROM user_group\nWHERE active = 1\n AND type = 'Service Desk'\n AN... | eog-gpt-5.5-2026-04-23-oh-task_20260109_162344_706_95fd9f79_85a7972c | I’m on the HR platforms team responsible for role-based access and data protection in our HR case management system. We’ve just completed an internal audit, and they found that our access controls around compensation and benefits data are not aligned with our policies. Right now, any HR agent can open and fully view ca... | I’m on the HR platforms team responsible for role-based access and data protection in our HR case management system. We’ve just completed an internal audit, and they found that our access controls around compensation and benefits data are not aligned with our policies. Right now, any HR agent can open and fully view ca... | 22 | 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_20260109_162344_706_95fd9f79_85a7972c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 102,541 | 10,197 | 11,382 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Benefits Enrollment is no longer tied to Infrastructure Team":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELE... | enterprise-ops-gym |
task_20260109_192935_678_e6427839_4c081ddc | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | I’ve noticed that we’ve got some HR cases sitting in Work in Progress for a long time, including some Accounts Inquiry tickets. A few of these cases are already been handled, so they shouldn’t be ageing in Work in Progress for months which affects our dashboards. Please review all accounts inquiry cases assigned to glo... | [
"find_hr_services",
"update_hr_case_task",
"list_hr_case_tasks",
"list_hr_cases",
"update_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "HR Case Update Check #1", "description": "Checking to see if the HR case is updated properly or not", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) FROM hr_case WHERE hr_case_id = '58' AND status = 'closed_complete' AND worknotes LIKE '%clea... | eog-gpt-5.5-2026-04-23-oh-task_20260109_192935_678_e6427839_4c081ddc | I’ve noticed that we’ve got some HR cases sitting in Work in Progress for a long time, including some Accounts Inquiry tickets. A few of these cases are already been handled, so they shouldn’t be ageing in Work in Progress for months which affects our dashboards. Please review all accounts inquiry cases assigned to glo... | I’ve noticed that we’ve got some HR cases sitting in Work in Progress for a long time, including some Accounts Inquiry tickets. A few of these cases are already been handled, so they shouldn’t be ageing in Work in Progress for months which affects our dashboards. Please review all accounts inquiry cases assigned to glo... | 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_20260109_192935_678_e6427839_4c081ddc.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 87,241 | 1,737 | 2,756 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"HR Case Task Update Check #1":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count(*) FROM hr_case_task WH... | enterprise-ops-gym |
task_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-gpt-5.5-2026-04-23-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... | 12 | 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_203842_162_d8f93f2d_1aa3f29b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 81,591 | 1,806 | 3,172 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":7,"resolved":true,"score":1,"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_20251125_152842_063_b393a327_9622ac64 | 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... | Hey team, it's Wednesday, 19 November 2025. Apex Industries became a customer yesterday after signing a one-year NGINX Plus support contract for thirty-five thousand dollars, effective yesterday. The moment they signed the contract, they immediately deployed their production server, serial APX-NGINX-001, even though no... | [
"create_new_case",
"retrieve_knowledge",
"find_sla_definitions",
"link_new_case_sla",
"register_new_installed_product",
"create_contact",
"create_new_account",
"add_new_entitlement",
"enlist_new_contract",
"add_new_user",
"link_case_knowledge",
"find_product"
] | [] | /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 state", "description": "Case must be in state 'new'", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE short_description = 'NGINX Plus returning 502 Bad Gateway since go-live' AND priority = 'high' AND channel = 'p... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251125_152842_063_b393a327_9622ac64 | Hey team, it's Wednesday, 19 November 2025. Apex Industries became a customer yesterday after signing a one-year NGINX Plus support contract for thirty-five thousand dollars, effective yesterday. The moment they signed the contract, they immediately deployed their production server, serial APX-NGINX-001, even though no... | Hey team, it's Wednesday, 19 November 2025. Apex Industries became a customer yesterday after signing a one-year NGINX Plus support contract for thirty-five thousand dollars, effective yesterday. The moment they signed the contract, they immediately deployed their production server, serial APX-NGINX-001, even though no... | 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_20251125_152842_063_b393a327_9622ac64.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 80,046 | 3,038 | 5,438 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify contract start date":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM contract... | enterprise-ops-gym |
task_20251211_021838_048_accab84d_a511ee6e | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | An urgent directive has been received to address the case CS-0000001 from Elizabeth Chase regarding the Palo Alto Networks PA-3220. It needs to be prioritized as Critical immediately. The previous owner, Susan Garcia, has left the company. Stephanie Todd will be taking over ownership of this ticket. Management has deci... | [
"find_contact_by_portal_user",
"find_product",
"find_entitlements",
"find_user",
"list_group_members",
"find_user_group",
"remove_group_membership",
"add_new_group_member",
"update_user_details",
"search_cases",
"retrieve_knowledge",
"update_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "Susan Garcia is now inactive", "description": "Susan Garcia is now inactive", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM \"user\"\nWHERE email = 'susan.garcia@servicenow.com'\n AND active = 0;", "expected_value": 1, "compariso... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251211_021838_048_accab84d_a511ee6e | An urgent directive has been received to address the case CS-0000001 from Elizabeth Chase regarding the Palo Alto Networks PA-3220. It needs to be prioritized as Critical immediately. The previous owner, Susan Garcia, has left the company. Stephanie Todd will be taking over ownership of this ticket. Management has deci... | An urgent directive has been received to address the case CS-0000001 from Elizabeth Chase regarding the Palo Alto Networks PA-3220. It needs to be prioritized as Critical immediately. The previous owner, Susan Garcia, has left the company. Stephanie Todd will be taking over ownership of this ticket. Management has deci... | 9 | 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_20251211_021838_048_accab84d_a511ee6e.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 30,306 | 1,039 | 1,939 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Case CS-0000001 now owned by Stephanie in CSM Tier 1 with Critical priority":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":t... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 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_20260113_120745_735_4d9df647_017a9009.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 112,169 | 756 | 2,413 | {"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_20260121_163208_054_1afb323a_7f40ee66 | 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 update some of the contract details for 'Russell, Johnson and Clark'? 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 99.108 grand dollar. while you’re reviewing things, check their primary conta... | [
"find_contacts",
"update_contract",
"list_users",
"find_contracts",
"find_location",
"find_account",
"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_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 User location", "description": "Verify User location", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count FROM user WHERE user_id = 55 AND phone = '+12125516299' AND location_id = 903;\n", "expected_value": "1", "comparison_type": "... | eog-gemini-gemini-3.5-flash-oh-task_20260121_163208_054_1afb323a_7f40ee66 | I want to update some of the contract details for 'Russell, Johnson and Clark'? 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 99.108 grand dollar. while you’re reviewing things, check their primary conta... | I want to update some of the contract details for 'Russell, Johnson and Clark'? 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 99.108 grand dollar. while you’re reviewing things, check their primary conta... | 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_20260121_163208_054_1afb323a_7f40ee66.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 80,454 | 6,826 | 7,669 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify Contract price":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":"1","passed":false,"query":"SELECT COUNT(*) AS count FROM contract... | enterprise-ops-gym |
task_20260102_171008_763_ad5a67e3_cb101d3b | 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... | For the new critical case reported by Elizabeth Chase regarding Palo Alto Networks PA-3220, link the relevant knowledge article (If the relevant guidance is not yet in a usable state, make sure it is appropriately prepared so it can be applied) for resolving and progress the SLA to begin investigation. Also, let them k... | [
"update_case",
"update_knowledge",
"find_user",
"find_product",
"retrieve_knowledge",
"update_case_sla_details",
"find_contact_by_portal_user",
"link_case_knowledge",
"send_notification",
"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_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": "SLA B transition", "description": "validate sla B transition", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT stage FROM case_sla WHERE case_sla_id = 2;", "expected_value": "in_progress", "comparison_type": "contains"}}, {"verifier_type": "database_stat... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260102_171008_763_ad5a67e3_cb101d3b | For the new critical case reported by Elizabeth Chase regarding Palo Alto Networks PA-3220, link the relevant knowledge article (If the relevant guidance is not yet in a usable state, make sure it is appropriately prepared so it can be applied) for resolving and progress the SLA to begin investigation. Also, let them k... | For the new critical case reported by Elizabeth Chase regarding Palo Alto Networks PA-3220, link the relevant knowledge article (If the relevant guidance is not yet in a usable state, make sure it is appropriately prepared so it can be applied) for resolving and progress the SLA to begin investigation. Also, let them k... | 14 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_171008_763_ad5a67e3_cb101d3b.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 72,943 | 2,218 | 3,696 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Case transition":{"actual":"in_progress","comparison_type":"contains","details":"Comparison contains: in_progress vs in_progress","expected":"in_progress","passed":true,"query":... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 8 | 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_20251210_183114_382_99ba2325_071a72ab.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 29,048 | 1,308 | 1,993 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"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(*) FROM... | enterprise-ops-gym |
task_20260107_093643_038_df2c536d_f90fd06e | 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... | Check my availability on my Sales Activities calendar between November 11 and November 16, 2025 in the America/New_York timezone. If the slot is free, create a Sales Review Deep Dive event for November 15, 2025 from 3:00–4:00 PM Eastern, visibility set to private, should be confirmed, have a popup reminder 15 minutes b... | [
"get_calendar_list",
"create_event",
"update_calendar_in_list",
"query_freebusy",
"watch_events",
"get_event"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767718417243_3x8v487ma.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11"}, "user_in... | [{"verifier_type": "database_state", "name": "check_attendee", "description": "check_attendee", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM attendees a WHERE a.displayname = 'Alice Johnson' AND a.responsestatus = 'accepted';", "expected_value": 2, "comparison_type": "equals"}}, {"ve... | eog-gpt-5.5-2026-04-23-oh-task_20260107_093643_038_df2c536d_f90fd06e | Check my availability on my Sales Activities calendar between November 11 and November 16, 2025 in the America/New_York timezone. If the slot is free, create a Sales Review Deep Dive event for November 15, 2025 from 3:00–4:00 PM Eastern, visibility set to private, should be confirmed, have a popup reminder 15 minutes b... | Check my availability on my Sales Activities calendar between November 11 and November 16, 2025 in the America/New_York timezone. If the slot is free, create a Sales Review Deep Dive event for November 15, 2025 from 3:00–4:00 PM Eastern, visibility set to private, should be confirmed, have a popup reminder 15 minutes b... | 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_20260107_093643_038_df2c536d_f90fd06e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 45,461 | 1,337 | 2,314 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"check_attendee":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 2","expected":2,"passed":false,"query":"SELECT COUNT(*) FROM attendees a WHERE a.d... | enterprise-ops-gym |
task_20260107_125943_886_1628b966_f951b083 | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Hi, this is Paulo (alves.paulo@gmail.com). I need to perform a security review and reconfiguration of my mailbox. Start by listing my account history starting from history ID '0' so I can see what changed recently.
Once the logs are pulled, I need to clean up the environment. List my labels to look for one named 'Beta... | [
"create_label",
"create_forwarding_address",
"list_history",
"list_labels",
"update_auto_forwarding",
"delete_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_1764696098233_cvtva4yqg.sql", "context": {"primary_email": "alves.paulo@gmail.com", "x-email-user-token": "e2ydZE3Oiy8cJ4z7udwwhVguVuKC6K_zR7f6GTjjJGg", "user_id": "0... | [{"verifier_type": "database_state", "name": "Verify Label Hygiene", "description": "Verifies that 'Beta-Test' is gone and 'Security-Audit' exists.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT \n (SELECT COUNT(id) FROM labels \n WHERE user_id = '05a1fa8d-35a9-4a77-a57f-fa0751e7a99e' AND ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260107_125943_886_1628b966_f951b083 | Hi, this is Paulo (alves.paulo@gmail.com). I need to perform a security review and reconfiguration of my mailbox. Start by listing my account history starting from history ID '0' so I can see what changed recently.
Once the logs are pulled, I need to clean up the environment. List my labels to look for one named 'Beta... | Hi, this is Paulo (alves.paulo@gmail.com). I need to perform a security review and reconfiguration of my mailbox. Start by listing my account history starting from history ID '0' so I can see what changed recently.
Once the logs are pulled, I need to clean up the environment. List my labels to look for one named 'Beta... | 5 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_125943_886_1628b966_f951b083.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 19,592 | 1,972 | 3,240 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify Auditor Routing":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(id)\nFROM auto_forwardin... | enterprise-ops-gym |
task_20251204_144745_585_e5bf1251_4e4c189d | 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 review recent changes to my mailbox and set up push notifications so I'm alerted about important emails.
First, show me the history of changes to my mailbox starting from history ID "10" - I want to see what messages were added/deleted or what label changes happened since then. Focus on showing me the most re... | [
"get_user_profile",
"list_labels",
"list_history",
"watch_user_mailbox"
] | [] | /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_bob_2025_q1w2e3r4t5y6u7i8o9p0a1s2d3f4g5h6", "user_id": "user_002", "primary_email": "bob@company.... | [{"verifier_type": "database_state", "name": "Confirm Watch Subscription Created", "description": "Verify that new watch subscription exists with correct topic and label filtering", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM watch_subscriptions ws\nJOIN users u ON u.id = w... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251204_144745_585_e5bf1251_4e4c189d | I need to review recent changes to my mailbox and set up push notifications so I'm alerted about important emails.
First, show me the history of changes to my mailbox starting from history ID "10" - I want to see what messages were added/deleted or what label changes happened since then. Focus on showing me the most re... | I need to review recent changes to my mailbox and set up push notifications so I'm alerted about important emails.
First, show me the history of changes to my mailbox starting from history ID "10" - I want to see what messages were added/deleted or what label changes happened since then. Focus on showing me the most re... | 6 | 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_20251204_144745_585_e5bf1251_4e4c189d.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 12,466 | 792 | 1,661 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Confirm User Has Multiple Active Watches":{"actual":2,"comparison_type":"greater_than","details":"Comparison greater_than: 2 vs 1","expected":1,"passed":true,"query":"SELECT CO... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 13 | 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_20251205_210412_800_0154326e_3caf7df7.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 86,825 | 6,563 | 8,800 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Escalation Dashboard":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS escalation_tab_count... | enterprise-ops-gym |
task_20251129_042410_343_df0ecdeb_573538d3 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | We’re addressing a blocker in our deployment pipeline, and I (James Wilson) need to quickly sync with Carol White before making changes. Please start an audio call between me and Carol so we can review the failing deployment checks together. Once the call is initiated, archive the old Development channel under the Tech... | [
"create_call",
"create_channel",
"list_channels",
"list_users",
"archive_channel",
"list_teams",
"add_channel_member"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764390033317_3qpvfeibh.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Audio Call Created Between James And Carol", "description": "Verify that an audio call was initiated from James Wilson to Carol White.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM calls WHERE json_extract(source, '$.identity.user.id') ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251129_042410_343_df0ecdeb_573538d3 | We’re addressing a blocker in our deployment pipeline, and I (James Wilson) need to quickly sync with Carol White before making changes. Please start an audio call between me and Carol so we can review the failing deployment checks together. Once the call is initiated, archive the old Development channel under the Tech... | We’re addressing a blocker in our deployment pipeline, and I (James Wilson) need to quickly sync with Carol White before making changes. Please start an audio call between me and Carol so we can review the failing deployment checks together. Once the call is initiated, archive the old Development channel under the Tech... | 13 | 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_20251129_042410_343_df0ecdeb_573538d3.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 80,753 | 4,323 | 6,431 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Audio Call Created Between James And Carol":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) F... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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... | 6 | 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_20260115_122753_129_1628b966_0c22c9cc.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 75,228 | 5,908 | 6,668 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":true,"score":1,"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\n... | enterprise-ops-gym |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.