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values | prompt_tokens int64 4.78k 7.25M | reasoning_tokens int64 131 50.5k | completion_tokens int64 532 149k | enterprise_ops_test_result stringlengths 612 11.1k | benchmark stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
task_20251204_115902_743_13762b97_19892db1 | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | We need to prepare the Technical Spec PDF for client distribution and sanitize it thoroughly. Find the Technical Spec document in the engineering drive and do the following: first, unpublish any published revisions so it is no longer accessible via public links. Then go through all the comments on the document and dele... | [
"create_permission",
"list_comments",
"copy_files",
"list_revisions",
"list_files",
"update_revisions",
"create_comments"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"X-Auth-Token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Marketing Presentation No Longer Published", "description": "Verifies that Marketing Presentation No Longer Published", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) as published_count\nFROM revisions\nWHERE file_id = '01JBQM3K8TGHZX9RN... | eog-gemini-gemini-3.5-flash-oh-task_20251204_115902_743_13762b97_19892db1 | We need to prepare the Technical Spec PDF for client distribution and sanitize it thoroughly. Find the Technical Spec document in the engineering drive and do the following: first, unpublish any published revisions so it is no longer accessible via public links. Then go through all the comments on the document and dele... | We need to prepare the Technical Spec PDF for client distribution and sanitize it thoroughly. Find the Technical Spec document in the engineering drive and do the following: first, unpublish any published revisions so it is no longer accessible via public links. Then go through all the comments on the document and dele... | 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_20251204_115902_743_13762b97_19892db1.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 95,383 | 4,279 | 5,715 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Client Version Copy Created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) as client_copy_c... | enterprise-ops-gym |
task_20260105_170909_782_a9f62433_ecdfc657 | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Deny external.user@partner.com’s request for access to the technical spec.PDF. Add a comment that says 'Sarah, please review the technical spec PDF to spot errors.' Grant sarah.johnson@company.com editor access. Update the document description to: 'This is the technical specification of the team.' Keep actions clear a... | [
"create_permission",
"resolve_accessproposals",
"list_accessproposals",
"list_files",
"create_comments",
"update_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x_auth_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify we have file", "description": "Verify that technical spec pdf file exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM files \n WHERE name = 'Technical Spec.pdf'\n ) \n ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_170909_782_a9f62433_ecdfc657 | Deny external.user@partner.com’s request for access to the technical spec.PDF. Add a comment that says 'Sarah, please review the technical spec PDF to spot errors.' Grant sarah.johnson@company.com editor access. Update the document description to: 'This is the technical specification of the team.' Keep actions clear a... | Deny external.user@partner.com’s request for access to the technical spec.PDF. Add a comment that says 'Sarah, please review the technical spec PDF to spot errors.' Grant sarah.johnson@company.com editor access. Update the document description to: 'This is the technical specification of the team.' Keep actions clear a... | 9 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_170909_782_a9f62433_ecdfc657.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 32,076 | 722 | 1,491 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Sarah has permission to technical spec":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT \n CASE \n ... | enterprise-ops-gym |
task_20260105_122123_327_8ce75c22_e27766ca | 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 get my email account properly configured. Make sure IMAP is working with automatic cleanup that moves things to archive, and limit how big folders can get to 5000. Turn off POP completely. I want my interface in English US. I need finance.lead@company.com to be able to handle my emails with full access. I wan... | [
"update_imap_settings",
"get_vacation_settings",
"update_pop_settings",
"update_language_settings",
"update_vacation_settings",
"create_label",
"email_create_delegate"
] | [] | /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": "Verify Language Settings and Delegate Created", "description": "Verifies that language is set to en-US and delegate finance.lead@company.com exists for user_002.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN language_set >= 1 AND ... | eog-gpt-5.5-2026-04-23-oh-task_20260105_122123_327_8ce75c22_e27766ca | I need to get my email account properly configured. Make sure IMAP is working with automatic cleanup that moves things to archive, and limit how big folders can get to 5000. Turn off POP completely. I want my interface in English US. I need finance.lead@company.com to be able to handle my emails with full access. I wan... | I need to get my email account properly configured. Make sure IMAP is working with automatic cleanup that moves things to archive, and limit how big folders can get to 5000. Turn off POP completely. I want my interface in English US. I need finance.lead@company.com to be able to handle my emails with full access. I wan... | 10 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_122123_327_8ce75c22_e27766ca.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 14,341 | 1,524 | 2,424 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Executive and Product Labels Created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT \n CASE ... | 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-gemini-gemini-3.5-flash-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... | 13 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251216_123530_079_ec0cb5dd_3b89aab7.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 131,805 | 5,463 | 6,876 | {"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_20251209_094942_478_701c5774_dc4a4b13 | 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**. ... | Please review my vacation settings - I need to update them urgently if they are different from what I want.
Enable my out-of-office auto-reply starting tomorrow and keep it active until the end of December.
Subject: "Out of office - due to family matters."
Message: "Hi, I had to travel to my hometown unexpectedly. Fo... | [
"list_drafts",
"create_draft",
"get_vacation_settings",
"update_vacation_settings",
"get_draft"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pri... | [{"verifier_type": "database_state", "name": "Check that the vacation settings are enabled and set correctly", "description": "Check that the vacation settings are enabled and set correctly", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from vacation_settings where user_id = '104daf4b-20... | eog-gemini-gemini-3.5-flash-oh-task_20251209_094942_478_701c5774_dc4a4b13 | Please review my vacation settings - I need to update them urgently if they are different from what I want.
Enable my out-of-office auto-reply starting tomorrow and keep it active until the end of December.
Subject: "Out of office - due to family matters."
Message: "Hi, I had to travel to my hometown unexpectedly. Fo... | Please review my vacation settings - I need to update them urgently if they are different from what I want.
Enable my out-of-office auto-reply starting tomorrow and keep it active until the end of December.
Subject: "Out of office - due to family matters."
Message: "Hi, I had to travel to my hometown unexpectedly. Fo... | 26 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251209_094942_478_701c5774_dc4a4b13.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 678,108 | 37,232 | 112,911 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Check that the draft is created and send as requested":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 3","expected":3,"passed":false,"query":"select... | enterprise-ops-gym |
task_20251211_194841_657_8ce75c22_43c6bc2f | 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**. ... | End of quarter cleanup. Show me what I'm working with - threads and labels. Trash that invoice overdue thread, the account's now settled, but first show me the details since I need the invoice number for my records. The team social thing from last week needs proper organization - put it under my blue work tracker (not ... | [
"update_label",
"create_label",
"trash_thread",
"modify_thread",
"get_thread",
"get_user_profile",
"delete_label",
"list_threads",
"list_labels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pri... | [{"verifier_type": "database_state", "name": "Verify Invoice Thread Trashed", "description": "Confirms the invoice overdue thread has TRASH label added, indicating model correctly identified and trashed this thread.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) as trash_count\nFROM mess... | eog-gpt-5.5-2026-04-23-oh-task_20251211_194841_657_8ce75c22_43c6bc2f | End of quarter cleanup. Show me what I'm working with - threads and labels. Trash that invoice overdue thread, the account's now settled, but first show me the details since I need the invoice number for my records. The team social thing from last week needs proper organization - put it under my blue work tracker (not ... | End of quarter cleanup. Show me what I'm working with - threads and labels. Trash that invoice overdue thread, the account's now settled, but first show me the details since I need the invoice number for my records. The team social thing from last week needs proper organization - put it under my blue work tracker (not ... | 11 | 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_20251211_194841_657_8ce75c22_43c6bc2f.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 173,716 | 3,035 | 4,133 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Verify Family Label Hidden":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) as hidden_count\nFR... | enterprise-ops-gym |
task_20260108_143038_654_e5bf1251_b9e616b8 | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | I have many different tasks to do, help me out .First, delete the label for the personal category, although it is a system label but it is no longer needed. Then delete all messages having "grant" in their subject/snippet. Finally, delete a CSE identity related to Raj. | [
"batch_delete_messages",
"delete_label",
"list_messages",
"delete_cse_identity",
"list_labels",
"list_cse_identities"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"user_id": "9b5d8e1c-7708-477b-9c54-c3dc1ea380fe", "x-email-user-token": "1JZ-K9urDKObogH4rfv5mdm-ksJwJ3O-uvctGqyhul4", "pri... | [{"verifier_type": "database_state", "name": "Verify CSE identity deletion", "description": "Verify CSE identity deletion", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM cse_identities ci\nWHERE ci.email_address= 'raj.r@supply.net'\n AND ci.user_id = '9b5d8e1c-7708-477b-9c54... | eog-gpt-5.5-2026-04-23-oh-task_20260108_143038_654_e5bf1251_b9e616b8 | I have many different tasks to do, help me out .First, delete the label for the personal category, although it is a system label but it is no longer needed. Then delete all messages having "grant" in their subject/snippet. Finally, delete a CSE identity related to Raj. | I have many different tasks to do, help me out .First, delete the label for the personal category, although it is a system label but it is no longer needed. Then delete all messages having "grant" in their subject/snippet. Finally, delete a CSE identity related to Raj. | 6 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_143038_654_e5bf1251_b9e616b8.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 28,903 | 1,652 | 2,067 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify CSE identity deletion":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM cse_... | enterprise-ops-gym |
task_20260106_213903_609_e7cfb93b_5e95c001 | 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 want to build a proper review pipeline inside my mailbox.
Start by gathering every message that references a meeting, milestone, review, or proposal.
Label those messages as “Needs Review”.
Now look at the threads these messages belong to.
If the thread has more than one message in it, label all messages in that thr... | [
"list_labels",
"list_messages",
"modify_message",
"modify_thread",
"get_thread",
"create_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "needs_review_applied", "description": "Checks that messages containing relevant keywords received the \u201cNeeds Review\u201d label.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM message_labels ml\nJOIN labels l ON ml.label_id = l.id\... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_213903_609_e7cfb93b_5e95c001 | I want to build a proper review pipeline inside my mailbox.
Start by gathering every message that references a meeting, milestone, review, or proposal.
Label those messages as “Needs Review”.
Now look at the threads these messages belong to.
If the thread has more than one message in it, label all messages in that thr... | I want to build a proper review pipeline inside my mailbox.
Start by gathering every message that references a meeting, milestone, review, or proposal.
Label those messages as “Needs Review”.
Now look at the threads these messages belong to.
If the thread has more than one message in it, label all messages in that thr... | 16 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_213903_609_e7cfb93b_5e95c001.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 36,386 | 2,618 | 4,684 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"active_thread_correctness":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*)\nFROM message_labels... | enterprise-ops-gym |
task_20260108_160714_025_8e9e30d7_80cf63dd | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | In our GlobalEx Industries team, I need to turn the Executive Updates channel into the official repositories for written leadership. Update the channel description to clearly state that this is the single space for CEO and board-facing updates and board packs, and that it is not intended for general discussion. Update ... | [
"provision_channel_email",
"list_tabs_in_channel",
"list_channels",
"list_teams",
"get_files_folder",
"update_channel",
"send_channel_message",
"update_channel_tab",
"list_users",
"create_teamwork_tag"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764062937262_iucmwunax.sql", "context": {"x-teams-access-token": "ya29.B1CRrdaM-super888unique777token666special555.GlobalExSuperUserAllPermissionsTokenAccess_99-99"... | [{"verifier_type": "database_state", "name": "exec_updates_channel_description_updated", "description": "Verify Executive Updates channel description was updated with key terms indicating it's the official repository for CEO and board content.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(... | eog-gpt-5.5-2026-04-23-oh-task_20260108_160714_025_8e9e30d7_80cf63dd | In our GlobalEx Industries team, I need to turn the Executive Updates channel into the official repositories for written leadership. Update the channel description to clearly state that this is the single space for CEO and board-facing updates and board packs, and that it is not intended for general discussion. Update ... | In our GlobalEx Industries team, I need to turn the Executive Updates channel into the official repositories for written leadership. Update the channel description to clearly state that this is the single space for CEO and board-facing updates and board packs, and that it is not intended for general discussion. Update ... | 3 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_160714_025_8e9e30d7_80cf63dd.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 16,174 | 744 | 1,008 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"board_documents_tab_points_to_exec_updates_library":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT CO... | enterprise-ops-gym |
task_20260105_145825_060_701c5774_1054ca6e | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Hi, I want to create a new label. Could you please help me with that. Create a new label named "Management", if it does not exist. Apply this label to all the messages where either a receiver or a sender is manager@company.com., but do not label any drafts. Remove any other labels applied to these messages. | [
"batch_modify_messages",
"create_label",
"list_messages",
"list_labels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "Check if a new label is created", "description": "Check if a new label is created", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from labels where user_id = 'user_001' and name = 'Management'", "expected_value": 1, "comparison_type": "equals"... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_145825_060_701c5774_1054ca6e | Hi, I want to create a new label. Could you please help me with that. Create a new label named "Management", if it does not exist. Apply this label to all the messages where either a receiver or a sender is manager@company.com., but do not label any drafts. Remove any other labels applied to these messages. | Hi, I want to create a new label. Could you please help me with that. Create a new label named "Management", if it does not exist. Apply this label to all the messages where either a receiver or a sender is manager@company.com., but do not label any drafts. Remove any other labels applied to these messages. | 7 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_145825_060_701c5774_1054ca6e.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 19,843 | 1,042 | 2,049 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Check if a new label is created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"select count(*) from labels wh... | enterprise-ops-gym |
task_20251129_042304_817_df0ecdeb_3df990f2 | 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 realigning responsibilities across the TechCorp Solutions Team, and I (James Wilson) need to coordinate the transitions. Please start an audio call between me and Carol White so we can discuss handovers and upcoming workload allocations. After the call is initiated, remove Bob Smith from the TechCorp Solutions Te... | [
"list_teams",
"remove_team_member",
"update_user",
"create_call",
"list_team_members",
"update_team",
"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_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_042304_817_df0ecdeb_3df990f2 | We’re realigning responsibilities across the TechCorp Solutions Team, and I (James Wilson) need to coordinate the transitions. Please start an audio call between me and Carol White so we can discuss handovers and upcoming workload allocations. After the call is initiated, remove Bob Smith from the TechCorp Solutions Te... | We’re realigning responsibilities across the TechCorp Solutions Team, and I (James Wilson) need to coordinate the transitions. Please start an audio call between me and Carol White so we can discuss handovers and upcoming workload allocations. After the call is initiated, remove Bob Smith from the TechCorp Solutions Te... | 11 | 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_042304_817_df0ecdeb_3df990f2.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 62,844 | 1,851 | 3,417 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Alice Johnson Job Title Updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM... | enterprise-ops-gym |
task_20260102_162857_012_391f1eff_39478d55 | 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... | Marc Henry reached out to report about his software SUSE Linux Enterprise Server 15 Variant 5 that is causing shutdown failures affecting his production work. Create a case for investigation and link knowledge article for resolving the case. | [
"link_case_knowledge",
"find_entitlements",
"find_user",
"find_product",
"retrieve_knowledge",
"find_contact_by_portal_user",
"create_new_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "tabitha.bullock@servicenow.com"}, "user_info": {"user_id": 3, "name": "Tabitha Bullock", "email": "tabitha.bu... | [{"verifier_type": "database_state", "name": "New case", "description": "validate case", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE case_id = 1233 AND account_id = 8 AND contact_id = 10 AND product_id = 25 AND channel = 'web' AND priority = 'moderate' AND stat... | eog-gemini-gemini-3.5-flash-oh-task_20260102_162857_012_391f1eff_39478d55 | Marc Henry reached out to report about his software SUSE Linux Enterprise Server 15 Variant 5 that is causing shutdown failures affecting his production work. Create a case for investigation and link knowledge article for resolving the case. | Marc Henry reached out to report about his software SUSE Linux Enterprise Server 15 Variant 5 that is causing shutdown failures affecting his production work. Create a case for investigation and link knowledge article for resolving the case. | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_162857_012_391f1eff_39478d55.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 59,636 | 4,980 | 5,878 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Link kb":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM case_knowledge WHERE case_kb_id =... | enterprise-ops-gym |
task_20260102_162857_012_391f1eff_39478d55 | 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... | Marc Henry reached out to report about his software SUSE Linux Enterprise Server 15 Variant 5 that is causing shutdown failures affecting his production work. Create a case for investigation and link knowledge article for resolving the case. | [
"link_case_knowledge",
"find_entitlements",
"find_user",
"find_product",
"retrieve_knowledge",
"find_contact_by_portal_user",
"create_new_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "tabitha.bullock@servicenow.com"}, "user_info": {"user_id": 3, "name": "Tabitha Bullock", "email": "tabitha.bu... | [{"verifier_type": "database_state", "name": "New case", "description": "validate case", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE case_id = 1233 AND account_id = 8 AND contact_id = 10 AND product_id = 25 AND channel = 'web' AND priority = 'moderate' AND stat... | eog-gpt-5.5-2026-04-23-oh-task_20260102_162857_012_391f1eff_39478d55 | Marc Henry reached out to report about his software SUSE Linux Enterprise Server 15 Variant 5 that is causing shutdown failures affecting his production work. Create a case for investigation and link knowledge article for resolving the case. | Marc Henry reached out to report about his software SUSE Linux Enterprise Server 15 Variant 5 that is causing shutdown failures affecting his production work. Create a case for investigation and link knowledge article for resolving the case. | 9 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_162857_012_391f1eff_39478d55.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 46,386 | 1,120 | 1,682 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Link kb":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM case_knowledge WHERE case_kb_id = 5... | enterprise-ops-gym |
task_20251221_231733_401_66392a82_514cea3c | 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 current frontline Service Desk activity is handled by a single group named "L1 Service Desk", which manages high-volume ticket triage and basic user assistance. Service Operations leadership wants to introduce a new consolidated frontline group that will act as the central hub for all first-contact Service Desk act... | [
"update_user_details",
"list_group_members",
"list_user_groups",
"remove_group_membership",
"add_new_user_group",
"list_users",
"add_new_group_member",
"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 unified group exists with correct attributes", "description": "Verify that new unified group exists with correct attributes", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM user_group WHERE name = 'Service Desk Unified Hub' AND t... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251221_231733_401_66392a82_514cea3c | The current frontline Service Desk activity is handled by a single group named "L1 Service Desk", which manages high-volume ticket triage and basic user assistance. Service Operations leadership wants to introduce a new consolidated frontline group that will act as the central hub for all first-contact Service Desk act... | The current frontline Service Desk activity is handled by a single group named "L1 Service Desk", which manages high-volume ticket triage and basic user assistance. Service Operations leadership wants to introduce a new consolidated frontline group that will act as the central hub for all first-contact Service Desk act... | 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_20251221_231733_401_66392a82_514cea3c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 45,210 | 1,885 | 3,149 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"\"L1 Service Desk\" no longer has those members":{"actual":5,"comparison_type":"equals","details":"Comparison equals: 5 vs 0","expected":0,"passed":false,"query":"SELECT COUNT(... | enterprise-ops-gym |
task_20251226_150609_837_4d9df647_84917c0b | hybrid | # **ITSM Management Assistant Policy**
**Role:** ITSM Management Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with... | A critical app outage is reported by the Finance department. So First check there is any active incident description with "Finance App Outage Q1 Reporting Blocked". If it's not exist create it. I am user "Joanne Simpson", The Priority will be high, new state, category is software and assign to myselft.
Then move that ... | [
"create_incident",
"list_incidents",
"create_channel",
"list_teams",
"list_channels",
"list_users",
"update_incident",
"add_child_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765880090918_aymg8twv8.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT... | [{"verifier_type": "database_state", "name": "Verify Exactly ONE active parent incident exists", "description": "Check Incident exist", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM incident\nWHERE short_description = 'Finance App Outage Q1 Reporting Blocked';", "expected_value": 1, ... | eog-gpt-5.5-2026-04-23-oh-task_20251226_150609_837_4d9df647_84917c0b | A critical app outage is reported by the Finance department. So First check there is any active incident description with "Finance App Outage Q1 Reporting Blocked". If it's not exist create it. I am user "Joanne Simpson", The Priority will be high, new state, category is software and assign to myselft.
Then move that ... | A critical app outage is reported by the Finance department. So First check there is any active incident description with "Finance App Outage Q1 Reporting Blocked". If it's not exist create it. I am user "Joanne Simpson", The Priority will be high, new state, category is software and assign to myselft.
Then move that ... | 6 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_150609_837_4d9df647_84917c0b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 48,100 | 1,662 | 2,238 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"Parent incident is in progress and assigned correctly":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELEC... | enterprise-ops-gym |
task_20251231_123548_425_8cd8e61e_9303271e | 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 got alerted earlier by Derek from Globex. I am thinking of logging a new case entirely, but before can you help me check if we have anything documented on the snapshot rollback Btrfs/snappers, as the case will relate to that? If we do have it, we can mark the conversation as handled and notify them about the knowledg... | [
"retrieve_knowledge",
"send_notification",
"find_contacts",
"update_interaction",
"list_users",
"find_account",
"link_case_knowledge",
"find_interactions"
] | [] | /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": "Verify Interaction Final State", "description": "Verify Interaction Final State", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM interaction WHERE interaction_id = 80 AND status = 'handled';", "expected_value": 1, "comparison_type": "equal... | eog-gpt-5.5-2026-04-23-oh-task_20251231_123548_425_8cd8e61e_9303271e | I got alerted earlier by Derek from Globex. I am thinking of logging a new case entirely, but before can you help me check if we have anything documented on the snapshot rollback Btrfs/snappers, as the case will relate to that? If we do have it, we can mark the conversation as handled and notify them about the knowledg... | I got alerted earlier by Derek from Globex. I am thinking of logging a new case entirely, but before can you help me check if we have anything documented on the snapshot rollback Btrfs/snappers, as the case will relate to that? If we do have it, we can mark the conversation as handled and notify them about the knowledg... | 10 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251231_123548_425_8cd8e61e_9303271e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 66,281 | 1,392 | 1,992 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify Case-Knowledge Linkage":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM case_knowledg... | enterprise-ops-gym |
task_20260106_161859_265_00364ece_0e836ce8 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Thomas Bailey sent an email stating that their Managed Network Services Variant 17's performance degrades under heavy load. This is a new high-priority case that should be handled by either David Smith or Denise Watson. Assign the case to one of the two based on who currently has fewer cases to work on. Also, make sure... | [
"send_notification",
"find_user_group",
"check_user_membership",
"find_contact_by_portal_user",
"retrieve_knowledge",
"find_entitlements",
"link_case_knowledge",
"find_user",
"get_cases_assigned_to",
"find_product",
"add_new_group_member",
"create_new_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "scott.mitchell@servicenow.com"}, "user_info": {"user_id": 41, "name": "Scott Mitchell", "email": "scott.mitch... | [{"verifier_type": "database_state", "name": "Validate new high priority case created. ", "description": "Validating whether a new high-priority case is created for Thomas Bailey's Managed Network Services Variant 17.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count\nFROM customer... | eog-gpt-5.5-2026-04-23-oh-task_20260106_161859_265_00364ece_0e836ce8 | Thomas Bailey sent an email stating that their Managed Network Services Variant 17's performance degrades under heavy load. This is a new high-priority case that should be handled by either David Smith or Denise Watson. Assign the case to one of the two based on who currently has fewer cases to work on. Also, make sure... | Thomas Bailey sent an email stating that their Managed Network Services Variant 17's performance degrades under heavy load. This is a new high-priority case that should be handled by either David Smith or Denise Watson. Assign the case to one of the two based on who currently has fewer cases to work on. Also, make sure... | 21 | 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_20260106_161859_265_00364ece_0e836ce8.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 167,429 | 3,426 | 4,686 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Validate new high priority case created. ":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS co... | enterprise-ops-gym |
task_20251219_081545_939_99ba2325_887f5580 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | We are wrapping up a device refresh for the ACME headquarters team. Please mark serial number "SPR-AGT-01" as retired in the CMDB since it is no longer planned for reuse. Once it is done, please link both configuration items to the ongoing "MacBook Kernel Panic" incident as affected CIs - "SPR-AGT-01" and the currently... | [
"update_configuration_item",
"find_configuration_items",
"get_user",
"list_incidents",
"link_affected_ci_to_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify Asset 1 retired", "description": "Verify Asset 1 retired", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM configuration_item WHERE configuration_item_id = 'CI_041' AND status = 'retired';", "expected_value": 1, "comparison_type": "eq... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251219_081545_939_99ba2325_887f5580 | We are wrapping up a device refresh for the ACME headquarters team. Please mark serial number "SPR-AGT-01" as retired in the CMDB since it is no longer planned for reuse. Once it is done, please link both configuration items to the ongoing "MacBook Kernel Panic" incident as affected CIs - "SPR-AGT-01" and the currently... | We are wrapping up a device refresh for the ACME headquarters team. Please mark serial number "SPR-AGT-01" as retired in the CMDB since it is no longer planned for reuse. Once it is done, please link both configuration items to the ongoing "MacBook Kernel Panic" incident as affected CIs - "SPR-AGT-01" and the currently... | 7 | 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_081545_939_99ba2325_887f5580.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 28,498 | 4,701 | 5,918 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Avoid Linking Asset 1 to incident":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) FROM incident... | enterprise-ops-gym |
task_20260106_170952_179_e0ac0c6d_791fba5e | 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 updating my calendars for Q4. First, please make sure my Project Management calendar is visible again. Then update its description to mention that it's now focused on Q4 project planning and engineering alignment. I also need a new event added to my Project Management calendar called "Q4 Kickoff – Engineering & Pro... | [
"update_calendar_in_list",
"create_event",
"get_calendar_list",
"update_calendar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767381239880_ibbsoh6gc.sql", "context": {"x-hr-user-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_inf... | [{"verifier_type": "database_state", "name": "Calendar List Retrieved", "description": "Verifies that the model retrieved calendar list to find calendar IDs and check visibility state before updating.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) as count FROM calendars WHERE user_id = '... | eog-gpt-5.5-2026-04-23-oh-task_20260106_170952_179_e0ac0c6d_791fba5e | I'm updating my calendars for Q4. First, please make sure my Project Management calendar is visible again. Then update its description to mention that it's now focused on Q4 project planning and engineering alignment. I also need a new event added to my Project Management calendar called "Q4 Kickoff – Engineering & Pro... | I'm updating my calendars for Q4. First, please make sure my Project Management calendar is visible again. Then update its description to mention that it's now focused on Q4 project planning and engineering alignment. I also need a new event added to my Project Management calendar called "Q4 Kickoff – Engineering & Pro... | 7 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_170952_179_e0ac0c6d_791fba5e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 18,033 | 876 | 1,457 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Architecture Review Meeting Event Created":{"actual":1,"comparison_type":"greater_than","details":"Comparison greater_than: 1 vs 0","expected":0,"passed":true,"query":"SELEC... | 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-gpt-5.5-2026-04-23-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/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_105748_962_99ba2325_dcc658fa.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 66,730 | 2,604 | 3,288 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify Case":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM hr_case c JOIN hr_servi... | enterprise-ops-gym |
task_20260109_043327_590_806f1a83_d690097e | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | We've just received confirmation that the "MegaCorp Headquarters, 123 Business Ave, New York, NY" location will be unavailable from November 1 to November 28, 2025. Identify all events scheduled at this location during these dates and relocate them to "TechCorp Main Campus - Building 1, Conference Room B". For each rel... | [
"get_calendar_list",
"patch_event",
"patch_event",
"list_events",
"patch_event",
"list_events"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1762868439331_kf914hbmw.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11"}, "user_in... | [{"verifier_type": "database_state", "name": "Events Relocated", "description": "Check events' new location", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM events WHERE location = 'TechCorp Main Campus - Building 1, Conference Room B'", "expected_value": 3, "comparison_type":... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260109_043327_590_806f1a83_d690097e | We've just received confirmation that the "MegaCorp Headquarters, 123 Business Ave, New York, NY" location will be unavailable from November 1 to November 28, 2025. Identify all events scheduled at this location during these dates and relocate them to "TechCorp Main Campus - Building 1, Conference Room B". For each rel... | We've just received confirmation that the "MegaCorp Headquarters, 123 Business Ave, New York, NY" location will be unavailable from November 1 to November 28, 2025. Identify all events scheduled at this location during these dates and relocate them to "TechCorp Main Campus - Building 1, Conference Room B". For each rel... | 9 | 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_20260109_043327_590_806f1a83_d690097e.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 52,090 | 727 | 2,440 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Events Description Updated":{"actual":3,"comparison_type":"equals","details":"Comparison equals: 3 vs 3","expected":3,"passed":true,"query":"SELECT COUNT(*) AS count FROM ev... | enterprise-ops-gym |
task_20251219_130920_558_99ba2325_7f9481df | 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 ... | Incident INC-000001 cannot be progressed further at the moment because additional details are required from the requestor. Please move the incident to on hold and record the reason as Awaiting Caller. While placing the incident on hold, make sure a reminder is sent to caller that more information is needed in order to ... | [
"get_user",
"send_notification",
"find_incident_by_number",
"update_incident_sla_details",
"update_incident",
"find_incident_slas"
] | [] | /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_1766063289316_o5f6sbf3g.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify Notification", "description": "Verify Notification", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM notification WHERE incident_id = 'INC_001' AND email = 'thomas.green@servicenow.com' AND type = \"reminder\";", "expected_value": 1, ... | eog-gpt-5.5-2026-04-23-oh-task_20251219_130920_558_99ba2325_7f9481df | Incident INC-000001 cannot be progressed further at the moment because additional details are required from the requestor. Please move the incident to on hold and record the reason as Awaiting Caller. While placing the incident on hold, make sure a reminder is sent to caller that more information is needed in order to ... | Incident INC-000001 cannot be progressed further at the moment because additional details are required from the requestor. Please move the incident to on hold and record the reason as Awaiting Caller. While placing the incident on hold, make sure a reminder is sent to caller that more information is needed in order to ... | 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_20251219_130920_558_99ba2325_7f9481df.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 45,639 | 1,193 | 1,686 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify Incident Update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident WHERE inci... | enterprise-ops-gym |
task_20251223_181749_418_8ce75c22_28d85190 | hybrid | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | We have a critical storage system failure reported through our web portal that's significantly impacting customer operations. The incident involves a NetApp FAS2750 product and was initially logged at low priority ans still pending, but this is clearly a critical issue requiring immediate escalation as critical and sho... | [
"find_user",
"update_case",
"search_cases",
"update_team_member",
"send_channel_message",
"find_product",
"list_channels",
"send_notification",
"list_team_members"
] | [] | /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": "Case Escalated to Critical", "description": "Verifies case was escalated to critical priority with escalation reason", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE case_id = 8 AND priority = 'critical' AND escalation ... | eog-gemini-gemini-3.5-flash-oh-task_20251223_181749_418_8ce75c22_28d85190 | We have a critical storage system failure reported through our web portal that's significantly impacting customer operations. The incident involves a NetApp FAS2750 product and was initially logged at low priority ans still pending, but this is clearly a critical issue requiring immediate escalation as critical and sho... | We have a critical storage system failure reported through our web portal that's significantly impacting customer operations. The incident involves a NetApp FAS2750 product and was initially logged at low priority ans still pending, but this is clearly a critical issue requiring immediate escalation as critical and sho... | 23 | 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_20251223_181749_418_8ce75c22_28d85190.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 219,455 | 11,717 | 13,181 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Alert Notification Sent":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM notification WH... | enterprise-ops-gym |
task_20260107_174626_202_64a4ebb9_e3e54b1d | 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... | Setup the onboarding environment for a new hire.
1. Retrieve the current account details to confirm the environment.
2. Create a folder named 'Onboarding_Kit'.
3. Draft a document named 'Welcome_Packet.txt' in the root directory.
4. Deploy the packet by copying it into the 'Onboarding_Kit' folder.
5. Mark the *deploye... | [
"update_files",
"create_comments",
"get_about",
"copy_files",
"create_file",
"get_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": "Verify Kit Folder", "description": "Checks if the kit folder exists.", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files WHERE name = 'Onboarding_Kit' AND mime_type = 'application/vnd.google-apps.folder' AND trashed = 0;", "expec... | eog-gpt-5.5-2026-04-23-oh-task_20260107_174626_202_64a4ebb9_e3e54b1d | Setup the onboarding environment for a new hire.
1. Retrieve the current account details to confirm the environment.
2. Create a folder named 'Onboarding_Kit'.
3. Draft a document named 'Welcome_Packet.txt' in the root directory.
4. Deploy the packet by copying it into the 'Onboarding_Kit' folder.
5. Mark the *deploye... | Setup the onboarding environment for a new hire.
1. Retrieve the current account details to confirm the environment.
2. Create a folder named 'Onboarding_Kit'.
3. Draft a document named 'Welcome_Packet.txt' in the root directory.
4. Deploy the packet by copying it into the 'Onboarding_Kit' folder.
5. Mark the *deploye... | 11 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_174626_202_64a4ebb9_e3e54b1d.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 85,930 | 1,030 | 1,909 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify Deployed Packet":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(f.id) FROM files f JOIN fi... | enterprise-ops-gym |
task_20251225_165311_201_4d9df647_7b3f1641 | hybrid | # **ITSM Management Assistant Policy**
**Role:** ITSM Management Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with... | Hey, the Teams lag issue has been resolved by (stephanie.todd@servicenow.com). Users at Hooli were experiencing slow performance in Microsoft Teams, which was affecting collaboration and productivity. Stephanie conducted a live troubleshooting session, identified the root cause as corrupted local cache and sub-optimal ... | [
"list_teams",
"create_virtual_event_webinar",
"link_knowledge_to_incident",
"get_user_using_email",
"publish_virtual_event_webinar",
"create_channel",
"list_incidents",
"update_incident",
"create_knowledge_article"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765880090918_aymg8twv8.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT... | [{"verifier_type": "database_state", "name": "Incident Resolution Verified", "description": " Confirms that incident INC-000095 has been marked as 'resolved' in the ITSM database.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS resolved_count\nFROM incident\nWHERE number = 'INC-000095'\... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251225_165311_201_4d9df647_7b3f1641 | Hey, the Teams lag issue has been resolved by (stephanie.todd@servicenow.com). Users at Hooli were experiencing slow performance in Microsoft Teams, which was affecting collaboration and productivity. Stephanie conducted a live troubleshooting session, identified the root cause as corrupted local cache and sub-optimal ... | Hey, the Teams lag issue has been resolved by (stephanie.todd@servicenow.com). Users at Hooli were experiencing slow performance in Microsoft Teams, which was affecting collaboration and productivity. Stephanie conducted a live troubleshooting session, identified the root cause as corrupted local cache and sub-optimal ... | 14 | 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_165311_201_4d9df647_7b3f1641.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 122,595 | 2,668 | 5,763 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Incident Resolution Verified":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS resolved_coun... | enterprise-ops-gym |
task_20260108_101953_397_be6c9105_0ebb2503 | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Emily Davis needs to archive the 'Employee Handbook.docx' for compliance before starting updates. Create an archive copy with filename 'Employee Handbook_archive.docx' and include archival file metadata with archive_status(archived) and archive_date(2024-12-01). The archive requires reader access for the external audit... | [
"copy_files",
"list_permission",
"update_files",
"create_comments",
"create_permission",
"update_permission",
"list_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3WiIsImVtYWlsIjoiZW1... | [{"verifier_type": "database_state", "name": "Archive Copy Created with Archival Metadata", "description": "Archive Copy Created with Archival Metadata", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "WITH archive_copy AS (\n SELECT\n id,\n name,\n app_properties,\n created_time\n FRO... | eog-gemini-gemini-3.5-flash-oh-task_20260108_101953_397_be6c9105_0ebb2503 | Emily Davis needs to archive the 'Employee Handbook.docx' for compliance before starting updates. Create an archive copy with filename 'Employee Handbook_archive.docx' and include archival file metadata with archive_status(archived) and archive_date(2024-12-01). The archive requires reader access for the external audit... | Emily Davis needs to archive the 'Employee Handbook.docx' for compliance before starting updates. Create an archive copy with filename 'Employee Handbook_archive.docx' and include archival file metadata with archive_status(archived) and archive_date(2024-12-01). The archive requires reader access for the external audit... | 11 | 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_20260108_101953_397_be6c9105_0ebb2503.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 113,465 | 4,370 | 5,240 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Archive Copy Created with Archival Metadata":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"WITH archive_cop... | enterprise-ops-gym |
task_20260108_160714_025_8e9e30d7_80cf63dd | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | In our GlobalEx Industries team, I need to turn the Executive Updates channel into the official repositories for written leadership. Update the channel description to clearly state that this is the single space for CEO and board-facing updates and board packs, and that it is not intended for general discussion. Update ... | [
"provision_channel_email",
"list_tabs_in_channel",
"list_channels",
"list_teams",
"get_files_folder",
"update_channel",
"send_channel_message",
"update_channel_tab",
"list_users",
"create_teamwork_tag"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764062937262_iucmwunax.sql", "context": {"x-teams-access-token": "ya29.B1CRrdaM-super888unique777token666special555.GlobalExSuperUserAllPermissionsTokenAccess_99-99"... | [{"verifier_type": "database_state", "name": "exec_updates_channel_description_updated", "description": "Verify Executive Updates channel description was updated with key terms indicating it's the official repository for CEO and board content.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260108_160714_025_8e9e30d7_80cf63dd | In our GlobalEx Industries team, I need to turn the Executive Updates channel into the official repositories for written leadership. Update the channel description to clearly state that this is the single space for CEO and board-facing updates and board packs, and that it is not intended for general discussion. Update ... | In our GlobalEx Industries team, I need to turn the Executive Updates channel into the official repositories for written leadership. Update the channel description to clearly state that this is the single space for CEO and board-facing updates and board packs, and that it is not intended for general discussion. Update ... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_160714_025_8e9e30d7_80cf63dd.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 56,559 | 1,132 | 3,160 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"board_documents_tab_points_to_exec_updates_library":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT CO... | enterprise-ops-gym |
task_20251212_172511_458_e6427839_47076c15 | 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 update came in from the caller regarding the printer connectivity issue for incident INC0000003. The user stated that several urgent client documents are still pending, and the inability to print is causing significant delays. Although the submission deadline has been extended by one business day, the service impact... | [
"find_sla_definitions",
"find_incident_slas",
"find_incident_by_number",
"get_user",
"update_incident",
"link_new_incident_sla"
] | [] | /mcp | 1 | true | [{"context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "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", "user_info": {"email": "marcus.thompson@techcorp.com", "name": "Marcus... | [{"description": "Verify if the priority of the incident is set correctly.", "gym_name": "gym-itsm-mcp", "name": "Verify if the priority of the incident is set correctly.", "validation_config": {"comparison_type": "equals", "expected_value": 1, "query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_003' AND i... | eog-gpt-5.5-2026-04-23-oh-task_20251212_172511_458_e6427839_47076c15 | An update came in from the caller regarding the printer connectivity issue for incident INC0000003. The user stated that several urgent client documents are still pending, and the inability to print is causing significant delays. Although the submission deadline has been extended by one business day, the service impact... | An update came in from the caller regarding the printer connectivity issue for incident INC0000003. The user stated that several urgent client documents are still pending, and the inability to print is causing significant delays. Although the submission deadline has been extended by one business day, the service impact... | 4 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251212_172511_458_e6427839_47076c15.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 24,105 | 1,440 | 1,755 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify if the correct high-priority SLA is linked to the incident.":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"qu... | enterprise-ops-gym |
task_20251203_064555_149_66392a82_d124b805 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We're restructuring our field operations to support a new enterprise engagement for Horizon Fleet Services and need both the customer record and field ownership to be set up correctly. Please register Horizon Fleet Services as an active customer in the system and create a dedicated field coordination group named "Horiz... | [
"add_new_group_member",
"list_group_members",
"list_user_groups",
"remove_group_membership",
"create_new_account",
"add_new_user_group",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1764743008903_m7bfvy7wb.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Verify Horizon Fleet Services Customer Account Creation", "description": "Ensures Horizon Fleet Services has been created as an active customer in the account table.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM account WHERE name = 'Ho... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251203_064555_149_66392a82_d124b805 | We're restructuring our field operations to support a new enterprise engagement for Horizon Fleet Services and need both the customer record and field ownership to be set up correctly. Please register Horizon Fleet Services as an active customer in the system and create a dedicated field coordination group named "Horiz... | We're restructuring our field operations to support a new enterprise engagement for Horizon Fleet Services and need both the customer record and field ownership to be set up correctly. Please register Horizon Fleet Services as an active customer in the system and create a dedicated field coordination group named "Horiz... | 5 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_064555_149_66392a82_d124b805.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 17,517 | 718 | 1,675 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Horizon Field Response Coordination Group Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELEC... | enterprise-ops-gym |
task_20251218_121722_423_1d219d93_8218da6c | 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 ... | Regarding the workstation with serial 'DESKTOP-NYC-145', we need to transition it to 'in_use' status, but first, you must identify who currently owns it so we can send them a confirmation message at the very end. The new custodian is Sarah Connor, a new agent joining the Service Desk team in New York—generate a profile... | [
"create_incident",
"update_configuration_item",
"get_user",
"retrieve_knowledge_articles",
"find_configuration_item_by_serial_number",
"find_locations",
"link_affected_ci_to_incident",
"add_new_group_member",
"send_notification",
"link_knowledge_to_incident",
"add_new_user",
"find_group_by_nam... | [] | /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-id": "USER_011"}, "user_info": {"user_id": "USER_001", "name": "M... | [{"verifier_type": "database_state", "name": "Checking for creation of new user.", "description": "Checking for creation of new user.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT count() FROM users WHERE user_name = 'sarah.connor' AND email = 'sarah.connor@example.com' AND phone = '+1-555-010-99... | eog-gemini-gemini-3.5-flash-oh-task_20251218_121722_423_1d219d93_8218da6c | Regarding the workstation with serial 'DESKTOP-NYC-145', we need to transition it to 'in_use' status, but first, you must identify who currently owns it so we can send them a confirmation message at the very end. The new custodian is Sarah Connor, a new agent joining the Service Desk team in New York—generate a profile... | Regarding the workstation with serial 'DESKTOP-NYC-145', we need to transition it to 'in_use' status, but first, you must identify who currently owns it so we can send them a confirmation message at the very end. The new custodian is Sarah Connor, a new agent joining the Service Desk team in New York—generate a profile... | 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_20251218_121722_423_1d219d93_8218da6c.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 157,888 | 3,999 | 5,103 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":7,"resolved":true,"score":1,"total_verifiers":7,"verification_results":{"Checking for Notifications.":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count() FROM notification WH... | enterprise-ops-gym |
task_20260106_071510_179_911d75d7_0ae789ae | 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... | Create a label called "Manager Important". Find all existing emails from manager@company.com and apply this label to them. Then create a filter so that all future emails from manager@company.com automatically receive this label. | [
"create_label",
"create_filter",
"list_messages",
"batch_modify_messages"
] | [] | /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_1763543330218_nhoh8do6y.sql", "context": {"x-email-user-token": "tok_david_2025_m1n2b3v4c5x6z7l8k9j0h1g2f3d4s5a6"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "ManagerLabelCreatedAndApplied", "description": "Confirms the Manager Important label exists and is applied to at least one message from manager@company.com.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM message_labels ml\nJOIN labels l... | eog-gpt-5.5-2026-04-23-oh-task_20260106_071510_179_911d75d7_0ae789ae | Create a label called "Manager Important". Find all existing emails from manager@company.com and apply this label to them. Then create a filter so that all future emails from manager@company.com automatically receive this label. | Create a label called "Manager Important". Find all existing emails from manager@company.com and apply this label to them. Then create a filter so that all future emails from manager@company.com automatically receive this label. | 7 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_071510_179_911d75d7_0ae789ae.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 32,039 | 1,769 | 2,376 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"ManagerEmailFilterCreated":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":"1","passed":false,"query":"SELECT COUNT(*)\nFROM filters f\... | enterprise-ops-gym |
task_20251206_130444_802_6cd2e092_8979087f | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | For Stark Industries, take the alert ticket about Palo Alto Networks PA-3220 at our headquarters in the UK's capital and raise it one notch below the top. Move it off the vendor liaison desk to your first second-line specialists of csm support. Set Tonya Stevens as our poc on this ticket. Switch the response target to ... | [
"search_cases",
"set_case_assignment_group",
"find_account",
"list_user_groups",
"find_sla_definitions",
"find_user",
"find_contact_by_portal_user",
"find_product_by_id",
"retrieve_installed_products",
"find_case_slas",
"update_case",
"find_locations",
"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_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "tonya.stevens@stark-industries.com"}, "user_info": {"user_id": 287, "name": "Tonya Stevens", "email": "tonya.... | [{"verifier_type": "database_state", "name": "Is Case Assigned To Tier2", "description": "Verifies the case is assigned to \"CSM Tier 2 Support\".", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS result FROM customer_case WHERE number='CS-0000184' AND assignment_group_id=(SELECT group_i... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251206_130444_802_6cd2e092_8979087f | For Stark Industries, take the alert ticket about Palo Alto Networks PA-3220 at our headquarters in the UK's capital and raise it one notch below the top. Move it off the vendor liaison desk to your first second-line specialists of csm support. Set Tonya Stevens as our poc on this ticket. Switch the response target to ... | For Stark Industries, take the alert ticket about Palo Alto Networks PA-3220 at our headquarters in the UK's capital and raise it one notch below the top. Move it off the vendor liaison desk to your first second-line specialists of csm support. Set Tonya Stevens as our poc on this ticket. Switch the response target to ... | 19 | 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_20251206_130444_802_6cd2e092_8979087f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 200,316 | 6,077 | 7,577 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Is Case Assigned To Tier2":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS result FROM custome... | 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-gpt-5.5-2026-04-23-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/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_214705_137_4d9df647_d451b853.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 32,196 | 1,049 | 1,923 | {"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_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-gemini-gemini-3.5-flash-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 ... | 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_20260114_170216_532_accab84d_9dc7ddd5.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 62,146 | 3,107 | 3,776 | {"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_20260109_060901_602_8e9e30d7_06581f9f | 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'm getting complaints from the team about call quality during the last week of October 2025, specifically starting around October 23, 2025. People are mentioning dropped connections and audio issues. Can you dig into our call data from October 23, 2025 through October 31, 2025 and see if you can find any such incident... | [
"list_users",
"list_teams",
"create_channel",
"add_channel_member",
"list_call_records",
"send_channel_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1763471775019_vb5gclmn3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "call_quality_channel_created", "description": "Verifies that the private channel 'Call Quality Review' was created in TechCorp Solutions Team", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) as count FROM channels WHERE team_id = 'team_techcorp... | eog-gemini-gemini-3.5-flash-oh-task_20260109_060901_602_8e9e30d7_06581f9f | I'm getting complaints from the team about call quality during the last week of October 2025, specifically starting around October 23, 2025. People are mentioning dropped connections and audio issues. Can you dig into our call data from October 23, 2025 through October 31, 2025 and see if you can find any such incident... | I'm getting complaints from the team about call quality during the last week of October 2025, specifically starting around October 23, 2025. People are mentioning dropped connections and audio issues. Can you dig into our call data from October 23, 2025 through October 31, 2025 and see if you can find any such incident... | 9 | 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_20260109_060901_602_8e9e30d7_06581f9f.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 136,560 | 7,163 | 9,756 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"analysis_report_posted":{"actual":1,"comparison_type":"greater_than","details":"Comparison greater_than: 1 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) as count FR... | enterprise-ops-gym |
task_20251202_190412_439_e81f6083_83a8a0ca | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | We're hosting two concurrent international conferences from November 5-9, 2025. The APAC Tech Summit (primarily for Asian-Pacific teams, in Asia/Singapore timezone) and the EMEA Innovation Forum (for Europe, the Middle East, and Africa teams, in Europe/London timezone). Create two separate conference event from 2-4 PM ... | [
"get_calendar_list",
"list_events",
"delete_event",
"create_event",
"get_colors"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "tok_a20785822d0235193a2c5e71907498262dc90cd099965d60"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "verify_apac_conference_created", "description": "Verify APAC Tech Summit conference was created with correct properties", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT CASE WHEN COUNT(*) BETWEEN 5 AND 6 THEN 1 ELSE 0 END AS result FROM events WHERE summ... | eog-gemini-gemini-3.5-flash-oh-task_20251202_190412_439_e81f6083_83a8a0ca | We're hosting two concurrent international conferences from November 5-9, 2025. The APAC Tech Summit (primarily for Asian-Pacific teams, in Asia/Singapore timezone) and the EMEA Innovation Forum (for Europe, the Middle East, and Africa teams, in Europe/London timezone). Create two separate conference event from 2-4 PM ... | We're hosting two concurrent international conferences from November 5-9, 2025. The APAC Tech Summit (primarily for Asian-Pacific teams, in Asia/Singapore timezone) and the EMEA Innovation Forum (for Europe, the Middle East, and Africa teams, in Europe/London timezone). Create two separate conference event from 2-4 PM ... | 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_20251202_190412_439_e81f6083_83a8a0ca.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 99,374 | 9,085 | 10,369 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"verify_apac_conference_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT CASE WHEN COUNT(*) B... | enterprise-ops-gym |
task_20260105_135614_999_8e9e30d7_f02407b9 | 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... | Within the TechCorp Solutions Team, I want to clean up how we structure engineering collaboration. First, rename the channel named Cross-Team Collaboration to Team Collaboration and refresh its description that clearly highlights ideas like it's a shared workspace for team coordination, engineering work, and shared col... | [
"list_teams",
"list_users",
"update_channel",
"add_channel_member",
"create_channel",
"list_channels",
"update_user"
] | [] | /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_1763471775019_vb5gclmn3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "team_collaboration_channel_renamed_and_described", "description": "Verify that the 'Cross-Team Collaboration' channel was renamed to 'Team Collaboration' and its description reflects a shared workspace for team coordination and engineering collaboration.", "gym_name": "gym-... | eog-gpt-5.5-2026-04-23-oh-task_20260105_135614_999_8e9e30d7_f02407b9 | Within the TechCorp Solutions Team, I want to clean up how we structure engineering collaboration. First, rename the channel named Cross-Team Collaboration to Team Collaboration and refresh its description that clearly highlights ideas like it's a shared workspace for team coordination, engineering work, and shared col... | Within the TechCorp Solutions Team, I want to clean up how we structure engineering collaboration. First, rename the channel named Cross-Team Collaboration to Team Collaboration and refresh its description that clearly highlights ideas like it's a shared workspace for team coordination, engineering work, and shared col... | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_135614_999_8e9e30d7_f02407b9.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 64,884 | 2,349 | 3,076 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"alice_added_to_polymath_team_channel":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count ... | enterprise-ops-gym |
task_20251202_174228_665_df0ecdeb_e84a9e55 | 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 preparing for the next phase of our infrastructure migration, and I (James Wilson) need to make sure our internal readiness steps are aligned. Please create a new user account for Samuel Reed with the email samuel.reed@techcorp.com, assign him a temporary password requiring reset on first sign-in, and enable his ... | [
"add_channel_member",
"create_user",
"create_call",
"list_users",
"list_teams",
"create_channel",
"create_teamwork_tag",
"add_team_member",
"send_channel_message",
"create_teamwork_tag_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": "Samuel Reed User Created And Enabled", "description": "Verify that Samuel Reed exists in teams_users with account enabled.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM teams_users WHERE user_principal_name = 'samuel.reed@techc... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251202_174228_665_df0ecdeb_e84a9e55 | We’re preparing for the next phase of our infrastructure migration, and I (James Wilson) need to make sure our internal readiness steps are aligned. Please create a new user account for Samuel Reed with the email samuel.reed@techcorp.com, assign him a temporary password requiring reset on first sign-in, and enable his ... | We’re preparing for the next phase of our infrastructure migration, and I (James Wilson) need to make sure our internal readiness steps are aligned. Please create a new user account for Samuel Reed with the email samuel.reed@techcorp.com, assign him a temporary password requiring reset on first sign-in, and enable his ... | 12 | 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_20251202_174228_665_df0ecdeb_e84a9e55.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 114,315 | 2,157 | 4,640 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":8,"resolved":false,"score":0,"total_verifiers":9,"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_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-gpt-5.5-2026-04-23-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... | 19 | 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_20260106_161816_678_a8eea1c0_1ef46cba.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 120,626 | 2,529 | 3,779 | {"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_20251218_124419_383_66392a82_52c8290e | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | A new 4K video conferencing hub (serial number: VC-HUB-LON-014), the contact for this device is Elena Petrov. During multiple critical client sessions in san francisco, the video conferencing hub has been freezing and dropping video calls, interrupting ongoing meetings and causing significant disruption. The cost enter... | [
"create_incident",
"get_user",
"update_configuration_item",
"find_configuration_item_by_serial_number",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765984530018_6f72jkf3p.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Cost update", "description": "Verify that cost is updated", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM configuration_item WHERE configuration_item_id = 'CI_005' AND cost = 4000;", "expected_value": 1, "comparison_type": "equals"}... | eog-gpt-5.5-2026-04-23-oh-task_20251218_124419_383_66392a82_52c8290e | A new 4K video conferencing hub (serial number: VC-HUB-LON-014), the contact for this device is Elena Petrov. During multiple critical client sessions in san francisco, the video conferencing hub has been freezing and dropping video calls, interrupting ongoing meetings and causing significant disruption. The cost enter... | A new 4K video conferencing hub (serial number: VC-HUB-LON-014), the contact for this device is Elena Petrov. During multiple critical client sessions in san francisco, the video conferencing hub has been freezing and dropping video calls, interrupting ongoing meetings and causing significant disruption. The cost enter... | 5 | runs/enterprise_ops_gym_test/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_124419_383_66392a82_52c8290e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 24,228 | 1,639 | 2,099 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Cost update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM configuration_item WHER... | enterprise-ops-gym |
task_20251205_075543_102_46ca2862_7ba653d0 | 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... | I’ve been asked to link a relevant KB article to case CS-0000002. Find an appropriate knowledge article and link it to the case, and if it’s not in a usable state, make whatever updates are needed to get it ready. Since the case is being assigned to Joanne Simpson, she’ll be focusing solely on this one. Make sure she’s... | [
"search_cases",
"add_new_user_group",
"update_case",
"find_user",
"add_new_group_member",
"find_user_group",
"link_case_knowledge",
"update_knowledge",
"retrieve_knowledge"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "thomas.green@servicenow.com"}, "user_info": {"user_id": 1, "name": "Thomas Green", "email": "thomas.green@ser... | [{"verifier_type": "database_state", "name": "update_knowledge", "description": "update_knowledge", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM knowledge WHERE knowledge_id = 197 AND state = 'published'", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type": ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251205_075543_102_46ca2862_7ba653d0 | I’ve been asked to link a relevant KB article to case CS-0000002. Find an appropriate knowledge article and link it to the case, and if it’s not in a usable state, make whatever updates are needed to get it ready. Since the case is being assigned to Joanne Simpson, she’ll be focusing solely on this one. Make sure she’s... | I’ve been asked to link a relevant KB article to case CS-0000002. Find an appropriate knowledge article and link it to the case, and if it’s not in a usable state, make whatever updates are needed to get it ready. Since the case is being assigned to Joanne Simpson, she’ll be focusing solely on this one. Make sure she’s... | 13 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251205_075543_102_46ca2862_7ba653d0.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 62,054 | 1,586 | 3,277 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"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_20260105_173701_207_8ce75c22_3b124b32 | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Just got some great news I need to save! Import two emails for my records: one from investor@vc.com saying "Investment Round Confirmed - Congratulations on closing your Series A round" and another from partner@corp.com about "Partnership Agreement Ready - Please review the attached partnership terms". I want to keep th... | [
"import_message",
"watch_user_mailbox",
"list_labels",
"create_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_david_2025_m1n2b3v4c5x6z7l8k9j0h1g2f3d4s5a6", "user_id": "user_004", "primary_email": "david@star... | [{"verifier_type": "database_state", "name": "Verify Inbox Watch Subscription Activated", "description": "Verifies that an active watch subscription exists for user_004 monitoring inbox activity with push notifications.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM watch_su... | eog-gemini-gemini-3.5-flash-oh-task_20260105_173701_207_8ce75c22_3b124b32 | Just got some great news I need to save! Import two emails for my records: one from investor@vc.com saying "Investment Round Confirmed - Congratulations on closing your Series A round" and another from partner@corp.com about "Partnership Agreement Ready - Please review the attached partnership terms". I want to keep th... | Just got some great news I need to save! Import two emails for my records: one from investor@vc.com saying "Investment Round Confirmed - Congratulations on closing your Series A round" and another from partner@corp.com about "Partnership Agreement Ready - Please review the attached partnership terms". I want to keep th... | 19 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_173701_207_8ce75c22_3b124b32.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 312,792 | 41,896 | 46,355 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify Imported Archives Label Applied to Messages":{"actual":2,"comparison_type":"greater_than","details":"Comparison greater_than: 2 vs 1","expected":1,"passed":true,"query":... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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... | 15 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251225_130546_796_4d9df647_7e32b59a.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 483,171 | 13,164 | 14,391 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":5,"resolved":true,"score":1,"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_schedule... | 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-gpt-5.5-2026-04-23-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/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_20260107_125943_886_1628b966_f951b083.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 28,929 | 887 | 1,338 | {"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_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-gpt-5.5-2026-04-23-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: +... | 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_20260115_130852_498_a8eea1c0_e9192d7e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 72,270 | 5,396 | 6,482 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Group Membership Addition":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM user_group_membe... | enterprise-ops-gym |
task_20251204_142744_756_e5bf1251_9501fccb | 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 audit who has access to my mailbox and organize my drafts.
First, show me everyone who currently has delegate access to my email account. I want to see all delegates regardless of their status - accepted, pending, or rejected.
Then I need to clean up my delegate list. I have someone with "rejected" status tha... | [
"list_drafts",
"email_delete_delegate",
"email_list_delegates",
"delete_draft"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_carol_2025_z1x2c3v4b5n6m7l8k9j0h1g2f3d4s5a6", "user_id": "user_003", "primary_email": "carol@univ... | [{"verifier_type": "database_state", "name": "Confirm Rejected Delegate Removed", "description": "Confirm Rejected Delegate Removed", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM delegates d\nJOIN users u ON u.id = d.user_id\nWHERE u.primary_email = 'carol@university.edu'\n ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251204_142744_756_e5bf1251_9501fccb | I need to audit who has access to my mailbox and organize my drafts.
First, show me everyone who currently has delegate access to my email account. I want to see all delegates regardless of their status - accepted, pending, or rejected.
Then I need to clean up my delegate list. I have someone with "rejected" status tha... | I need to audit who has access to my mailbox and organize my drafts.
First, show me everyone who currently has delegate access to my email account. I want to see all delegates regardless of their status - accepted, pending, or rejected.
Then I need to clean up my delegate list. I have someone with "rejected" status tha... | 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_20251204_142744_756_e5bf1251_9501fccb.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 7,179 | 360 | 925 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Confirm Rejected Delegate Removed":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM... | enterprise-ops-gym |
task_20260106_161859_265_00364ece_0e836ce8 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Thomas Bailey sent an email stating that their Managed Network Services Variant 17's performance degrades under heavy load. This is a new high-priority case that should be handled by either David Smith or Denise Watson. Assign the case to one of the two based on who currently has fewer cases to work on. Also, make sure... | [
"send_notification",
"find_user_group",
"check_user_membership",
"find_contact_by_portal_user",
"retrieve_knowledge",
"find_entitlements",
"link_case_knowledge",
"find_user",
"get_cases_assigned_to",
"find_product",
"add_new_group_member",
"create_new_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "scott.mitchell@servicenow.com"}, "user_info": {"user_id": 41, "name": "Scott Mitchell", "email": "scott.mitch... | [{"verifier_type": "database_state", "name": "Validate new high priority case created. ", "description": "Validating whether a new high-priority case is created for Thomas Bailey's Managed Network Services Variant 17.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count\nFROM customer... | eog-gemini-gemini-3.5-flash-oh-task_20260106_161859_265_00364ece_0e836ce8 | Thomas Bailey sent an email stating that their Managed Network Services Variant 17's performance degrades under heavy load. This is a new high-priority case that should be handled by either David Smith or Denise Watson. Assign the case to one of the two based on who currently has fewer cases to work on. Also, make sure... | Thomas Bailey sent an email stating that their Managed Network Services Variant 17's performance degrades under heavy load. This is a new high-priority case that should be handled by either David Smith or Denise Watson. Assign the case to one of the two based on who currently has fewer cases to work on. Also, make sure... | 19 | 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_161859_265_00364ece_0e836ce8.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 143,278 | 7,680 | 8,798 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Validate new high priority case created. ":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS c... | enterprise-ops-gym |
task_20260115_064627_351_66392a82_cd4009dd | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Gregory Richards just confirmed that the SAP database connectivity ticket she is working on is finally resolved. Once the ticket is updated in the database, send three separate notifications using the ticket for reference: one to the service manager saying 'The underlying database issue affecting your service is resolv... | [
"update_incident",
"get_user",
"list_user_groups",
"find_service_offerings",
"get_user_using_name",
"send_notification",
"list_incidents"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Checking incident status", "description": "Checking incident status", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "select count() from incident where incident_id = 'INC_001' and status = 'resolved'", "expected_value": 1, "comparison_type": "equals"}}, {"verif... | eog-gpt-5.5-2026-04-23-oh-task_20260115_064627_351_66392a82_cd4009dd | Gregory Richards just confirmed that the SAP database connectivity ticket she is working on is finally resolved. Once the ticket is updated in the database, send three separate notifications using the ticket for reference: one to the service manager saying 'The underlying database issue affecting your service is resolv... | Gregory Richards just confirmed that the SAP database connectivity ticket she is working on is finally resolved. Once the ticket is updated in the database, send three separate notifications using the ticket for reference: one to the service manager saying 'The underlying database issue affecting your service is resolv... | 14 | runs/enterprise_ops_gym_test/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_20260115_064627_351_66392a82_cd4009dd.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 88,309 | 2,638 | 3,464 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Checking incident status":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"select count() from incident where inc... | enterprise-ops-gym |
task_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-gpt-5.5-2026-04-23-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 ... | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_170216_532_accab84d_9dc7ddd5.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 42,254 | 1,871 | 2,326 | {"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_20251218_124419_383_66392a82_52c8290e | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | A new 4K video conferencing hub (serial number: VC-HUB-LON-014), the contact for this device is Elena Petrov. During multiple critical client sessions in san francisco, the video conferencing hub has been freezing and dropping video calls, interrupting ongoing meetings and causing significant disruption. The cost enter... | [
"create_incident",
"get_user",
"update_configuration_item",
"find_configuration_item_by_serial_number",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765984530018_6f72jkf3p.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Cost update", "description": "Verify that cost is updated", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM configuration_item WHERE configuration_item_id = 'CI_005' AND cost = 4000;", "expected_value": 1, "comparison_type": "equals"}... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251218_124419_383_66392a82_52c8290e | A new 4K video conferencing hub (serial number: VC-HUB-LON-014), the contact for this device is Elena Petrov. During multiple critical client sessions in san francisco, the video conferencing hub has been freezing and dropping video calls, interrupting ongoing meetings and causing significant disruption. The cost enter... | A new 4K video conferencing hub (serial number: VC-HUB-LON-014), the contact for this device is Elena Petrov. During multiple critical client sessions in san francisco, the video conferencing hub has been freezing and dropping video calls, interrupting ongoing meetings and causing significant disruption. The cost enter... | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_124419_383_66392a82_52c8290e.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 28,287 | 1,130 | 2,204 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Cost update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM configuration_item WHE... | enterprise-ops-gym |
task_20260102_210829_972_2aa6b0ad_e3d70e04 | 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... | Admin Abraham George and Aaron Le said that they will be focusing solely on Contact Center L2 by not being present in other groups, as this group is noted as one of the most important groups. Since Abraham (abraham.george@servicenow.com), who lives in Zee Building, Mumbai, India, is new here, he will be replacing Kurt ... | [
"update_user_details",
"find_user",
"list_group_members",
"add_new_user",
"add_location",
"add_new_group_member",
"remove_group_membership",
"find_location",
"find_user_group"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "scott.mitchell@servicenow.com"}, "user_info": {"user_id": 41, "name": "Scott Mitchell", "email": "scott.mitch... | [{"verifier_type": "database_state", "name": "Validating whether new location is created. ", "description": "Validating new location is created as Zee Building, Mumbai, India.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count\nFROM location\nWHERE name = 'Zee Building'\n AND city ... | eog-gemini-gemini-3.5-flash-oh-task_20260102_210829_972_2aa6b0ad_e3d70e04 | Admin Abraham George and Aaron Le said that they will be focusing solely on Contact Center L2 by not being present in other groups, as this group is noted as one of the most important groups. Since Abraham (abraham.george@servicenow.com), who lives in Zee Building, Mumbai, India, is new here, he will be replacing Kurt ... | Admin Abraham George and Aaron Le said that they will be focusing solely on Contact Center L2 by not being present in other groups, as this group is noted as one of the most important groups. Since Abraham (abraham.george@servicenow.com), who lives in Zee Building, Mumbai, India, is new here, he will be replacing Kurt ... | 22 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_210829_972_2aa6b0ad_e3d70e04.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 174,232 | 3,470 | 4,568 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Validating new group member addition. ":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) AS count\... | enterprise-ops-gym |
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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 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_20260115_190725_477_a8eea1c0_eba3a1c5.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 48,785 | 1,161 | 2,843 | {"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_20260121_145409_648_1afb323a_4e203caa | csm | # **CSM Agent Policy**
You are a Customer Service Management admin. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases and in other related processes effective... | hey so we gotta sort out a new support thing for Simon LLC for that NGINX Plus v11 box they’re using the old one’s kinda wrapping up soon i think, anyway just set up a contract for them from mid-november 2025 till mid-november 2026, and the amount was like seventy-two grand also they want fast handling for high prio st... | [
"find_account",
"find_products",
"find_product",
"enlist_new_contract",
"add_new_sla_definition",
"add_new_entitlement"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1763385405604_2rzj4cvux.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Verify Contract", "description": "Verify Contract", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count FROM contract WHERE account_id = '45' AND start_date = '2025-11-15' AND end_date = '2026-11-15' AND status = 'active' AND contract_type ... | eog-gpt-5.5-2026-04-23-oh-task_20260121_145409_648_1afb323a_4e203caa | hey so we gotta sort out a new support thing for Simon LLC for that NGINX Plus v11 box they’re using the old one’s kinda wrapping up soon i think, anyway just set up a contract for them from mid-november 2025 till mid-november 2026, and the amount was like seventy-two grand also they want fast handling for high prio st... | hey so we gotta sort out a new support thing for Simon LLC for that NGINX Plus v11 box they’re using the old one’s kinda wrapping up soon i think, anyway just set up a contract for them from mid-november 2025 till mid-november 2026, and the amount was like seventy-two grand also they want fast handling for high prio st... | 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_145409_648_1afb323a_4e203caa.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 117,573 | 1,494 | 2,139 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Contract":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":"1","passed":false,"query":"SELECT COUNT(*) AS count FROM contract WHERE... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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: +... | 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_20260115_130852_498_a8eea1c0_e9192d7e.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 51,260 | 1,202 | 2,760 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Group Membership Addition":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM user_group_membe... | enterprise-ops-gym |
task_20251222_190928_391_391f1eff_8cb006f5 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Provide with an appropriate knowledge article to be used as resolution for the issue being reported by Steven Manning as he is facing issue with the Main Printer (serial number: PRT-ACME-01) at the ACME HQ in USA. He stated that the printer is functioning abruptly while printing documents in bulk quantity causing paper... | [
"find_location_by_given_name",
"get_user",
"retrieve_knowledge_articles",
"get_user_using_name",
"link_knowledge_to_incident",
"find_configuration_item_by_serial_number",
"link_new_incident_sla",
"create_incident",
"find_sla_definitions"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Register Incident", "description": "validate incident", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = \"INC_101\" AND configuration_item = \"CI_096\" AND caller_id = \"USER_051\" AND channel = \"chat\" AND stat... | eog-gemini-gemini-3.5-flash-oh-task_20251222_190928_391_391f1eff_8cb006f5 | Provide with an appropriate knowledge article to be used as resolution for the issue being reported by Steven Manning as he is facing issue with the Main Printer (serial number: PRT-ACME-01) at the ACME HQ in USA. He stated that the printer is functioning abruptly while printing documents in bulk quantity causing paper... | Provide with an appropriate knowledge article to be used as resolution for the issue being reported by Steven Manning as he is facing issue with the Main Printer (serial number: PRT-ACME-01) at the ACME HQ in USA. He stated that the printer is functioning abruptly while printing documents in bulk quantity causing paper... | 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_20251222_190928_391_391f1eff_8cb006f5.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 140,670 | 5,234 | 6,680 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Link knowledge":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM incident_knowledge WHERE ... | enterprise-ops-gym |
task_20251212_081413_439_66392a82_7eb34f57 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | The case CS-0000026 was created some time ago, but it was never properly aligned with the right knowledge article or owned by the correct internal team. Look-up for relevant knowledge article for this SQL Server 2019 patchset service instability. Going forward, the case should be overseen by "Randy Martinez", who will ... | [
"find_user",
"search_cases",
"retrieve_knowledge",
"add_new_group_member",
"update_knowledge",
"link_case_knowledge",
"check_user_membership",
"update_case",
"find_user_group"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Knowledge published state", "description": "Checks that knowledge_id = 101 (KB-0000101) for product 67 (Microsoft SQL Server 2019 Patchset 47) is now in published state.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM knowledge WHE... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251212_081413_439_66392a82_7eb34f57 | The case CS-0000026 was created some time ago, but it was never properly aligned with the right knowledge article or owned by the correct internal team. Look-up for relevant knowledge article for this SQL Server 2019 patchset service instability. Going forward, the case should be overseen by "Randy Martinez", who will ... | The case CS-0000026 was created some time ago, but it was never properly aligned with the right knowledge article or owned by the correct internal team. Look-up for relevant knowledge article for this SQL Server 2019 patchset service instability. Going forward, the case should be overseen by "Randy Martinez", who will ... | 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_20251212_081413_439_66392a82_7eb34f57.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 43,401 | 1,998 | 2,957 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Case Knowledge linkage":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS cnt FROM case_knowle... | enterprise-ops-gym |
task_20251218_093719_611_764e5ead_5817d09a | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | As part of our infrastructure transformation, please transition the existing NextGen Customer Portal Dev service to its new replacement, Next-Gen Customer Experience Platform. Create the new service as a production, operational, business-critical offering owned by Karen Watkins, positioned as the modern cloud-based suc... | [
"register_new_service_offering",
"update_service",
"get_user_using_name",
"find_service_offerings",
"list_incidents",
"get_user",
"update_service_offering",
"find_service_by_name",
"add_new_service",
"update_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "verify_new_service_created", "description": "Verify new Next-Gen Customer Experience Platform service was created", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM service WHERE name = 'Next-Gen Customer Experience Platform' AND used_for = '... | eog-gpt-5.5-2026-04-23-oh-task_20251218_093719_611_764e5ead_5817d09a | As part of our infrastructure transformation, please transition the existing NextGen Customer Portal Dev service to its new replacement, Next-Gen Customer Experience Platform. Create the new service as a production, operational, business-critical offering owned by Karen Watkins, positioned as the modern cloud-based suc... | As part of our infrastructure transformation, please transition the existing NextGen Customer Portal Dev service to its new replacement, Next-Gen Customer Experience Platform. Create the new service as a production, operational, business-critical offering owned by Karen Watkins, positioned as the modern cloud-based suc... | 20 | 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_093719_611_764e5ead_5817d09a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 205,273 | 2,685 | 4,049 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":7,"resolved":true,"score":1,"total_verifiers":7,"verification_results":{"verify_incidents_updated_to_new_service":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM in... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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/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_20260108_041838_219_df0ecdeb_3f8c0642.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 54,621 | 902 | 2,065 | {"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_20251224_030218_157_00364ece_79650819 | 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 got an email from Steven Manning that the case against account number ACC-51-20 is no longer an urgent so the global service desk team can keep progressing on it with default priority. Please assign to Samantha and report her. | [
"list_hr_cases",
"list_group_members",
"send_notification",
"update_hr_case",
"find_group_by_name",
"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.eyJzdWIiOiJVU0VSXzA0MSIsImlzcyI6Iml0c20ifQ.Ef0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Validating case is de-escalation and reassigned", "description": "Validating whether the case has been de-escalated and reassigned to Samantha and Global Service Desk", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM hr_case WHERE h... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251224_030218_157_00364ece_79650819 | We got an email from Steven Manning that the case against account number ACC-51-20 is no longer an urgent so the global service desk team can keep progressing on it with default priority. Please assign to Samantha and report her. | We got an email from Steven Manning that the case against account number ACC-51-20 is no longer an urgent so the global service desk team can keep progressing on it with default priority. Please assign to Samantha and report her. | 5 | 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_20251224_030218_157_00364ece_79650819.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 34,244 | 1,375 | 2,102 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Validating case is de-escalation and reassigned":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*)... | enterprise-ops-gym |
task_20260115_043503_499_a8eea1c0_4b943c9b | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Travis Wood is transitioning out of the organization today. Please start by deactivating his account. I need you to find the critical case Travis is currently handling for General Inquiry Service. Since we are working on this, downgrade the case priority to low, transition status to work in progress, reassign it to Joa... | [
"list_group_members",
"update_hr_case",
"list_users",
"find_group_by_name",
"update_user_details",
"list_hr_cases",
"create_checklist",
"get_user_using_name",
"list_surveys",
"create_survey_instance",
"create_hr_case_task"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "user_deactivation_verification", "description": "Verifies that Travis Wood (user_id 11) was successfully deactivated in the user table.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM user WHERE user_id = 11 AND first_name = 'Travis' AND... | eog-gpt-5.5-2026-04-23-oh-task_20260115_043503_499_a8eea1c0_4b943c9b | Travis Wood is transitioning out of the organization today. Please start by deactivating his account. I need you to find the critical case Travis is currently handling for General Inquiry Service. Since we are working on this, downgrade the case priority to low, transition status to work in progress, reassign it to Joa... | Travis Wood is transitioning out of the organization today. Please start by deactivating his account. I need you to find the critical case Travis is currently handling for General Inquiry Service. Since we are working on this, downgrade the case priority to low, transition status to work in progress, reassign it to Joa... | 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_20260115_043503_499_a8eea1c0_4b943c9b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 281,676 | 3,698 | 4,882 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"case_assignment_target_validation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user u IN... | enterprise-ops-gym |
task_20251222_151946_409_060e2c81_253357ab | hybrid | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | I have a product named "Sam Plastic Recycles". For that I am going to do marketing. For that I need to setup the CSM and Drive for my marketing purpose. So First create an user named "Johan Aziel" with admin role with email "johan@servicenow.com". Then create a new support group called "Sam Groups" and add that user. T... | [
"update_drives",
"create_contact",
"add_new_user_group",
"copy_files",
"add_new_user",
"create_file",
"update_user_group",
"create_new_account",
"add_new_group_member",
"create_drive"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765826170153_yh400aejr.sql", "context": {"x-user-email": "joanne.simpson@servicenow.com", "x-auth-token": "ya29.Xr1V3lu4o54vC7OKyHDNbQ6yejQ0reUaB52zHoZeeJZAd17BVu-a... | [{"verifier_type": "database_state", "name": "Verify User group exists and is backoffice type", "description": "Check Support group exist", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*)\nFROM user_group\nWHERE name='Sam Groups'\n AND type = 'backoffice';", "expected_value": 1, "compariso... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251222_151946_409_060e2c81_253357ab | I have a product named "Sam Plastic Recycles". For that I am going to do marketing. For that I need to setup the CSM and Drive for my marketing purpose. So First create an user named "Johan Aziel" with admin role with email "johan@servicenow.com". Then create a new support group called "Sam Groups" and add that user. T... | I have a product named "Sam Plastic Recycles". For that I am going to do marketing. For that I need to setup the CSM and Drive for my marketing purpose. So First create an user named "Johan Aziel" with admin role with email "johan@servicenow.com". Then create a new support group called "Sam Groups" and add that user. T... | 14 | 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_20251222_151946_409_060e2c81_253357ab.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 55,205 | 6,515 | 8,675 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"Check Drive color changed":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\nFROM drives\nWHERE... | enterprise-ops-gym |
task_20260107_174626_202_64a4ebb9_e3e54b1d | 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... | Setup the onboarding environment for a new hire.
1. Retrieve the current account details to confirm the environment.
2. Create a folder named 'Onboarding_Kit'.
3. Draft a document named 'Welcome_Packet.txt' in the root directory.
4. Deploy the packet by copying it into the 'Onboarding_Kit' folder.
5. Mark the *deploye... | [
"update_files",
"create_comments",
"get_about",
"copy_files",
"create_file",
"get_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": "Verify Kit Folder", "description": "Checks if the kit folder exists.", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files WHERE name = 'Onboarding_Kit' AND mime_type = 'application/vnd.google-apps.folder' AND trashed = 0;", "expec... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260107_174626_202_64a4ebb9_e3e54b1d | Setup the onboarding environment for a new hire.
1. Retrieve the current account details to confirm the environment.
2. Create a folder named 'Onboarding_Kit'.
3. Draft a document named 'Welcome_Packet.txt' in the root directory.
4. Deploy the packet by copying it into the 'Onboarding_Kit' folder.
5. Mark the *deploye... | Setup the onboarding environment for a new hire.
1. Retrieve the current account details to confirm the environment.
2. Create a folder named 'Onboarding_Kit'.
3. Draft a document named 'Welcome_Packet.txt' in the root directory.
4. Deploy the packet by copying it into the 'Onboarding_Kit' folder.
5. Mark the *deploye... | 9 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_174626_202_64a4ebb9_e3e54b1d.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 61,376 | 1,697 | 2,828 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify Deployed Packet":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(f.id) FROM files f JOIN fi... | enterprise-ops-gym |
task_20260101_162109_100_a8eea1c0_e88250ef | csm | # **CSM Assistant Policy**
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases and in other related processes e... | Case CS-0000001 is misrouted to inactive agent Thomas Green. Immediately transfer ownership to Tabitha Bullock in CSM Tier 1 Support Group and mark the case as actively being handled. The customer emailed thefore adjust the communication method as needed and indicate that this is the initial return to active handling. ... | [
"set_case_assignment_group",
"update_case",
"search_cases",
"find_user",
"update_case_sla_details",
"retrieve_knowledge",
"find_sla_definitions",
"assign_case_to_user",
"check_user_membership",
"find_user_group",
"link_case_knowledge",
"find_case_knowledge_linkages",
"find_case_slas",
"del... | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "user_group_member_addition_verifier", "description": "Verifies that Tabitha Bullock (user_id 3) was successfully added as a member of the CSM Tier 1 Support group (group_id 1).", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM user_group_me... | eog-gpt-5.5-2026-04-23-oh-task_20260101_162109_100_a8eea1c0_e88250ef | Case CS-0000001 is misrouted to inactive agent Thomas Green. Immediately transfer ownership to Tabitha Bullock in CSM Tier 1 Support Group and mark the case as actively being handled. The customer emailed thefore adjust the communication method as needed and indicate that this is the initial return to active handling. ... | Case CS-0000001 is misrouted to inactive agent Thomas Green. Immediately transfer ownership to Tabitha Bullock in CSM Tier 1 Support Group and mark the case as actively being handled. The customer emailed thefore adjust the communication method as needed and indicate that this is the initial return to active handling. ... | 29 | 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_162109_100_a8eea1c0_e88250ef.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 567,783 | 7,114 | 8,567 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":8,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"assigned_user_active_status_verifier":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT() FROM user W... | enterprise-ops-gym |
task_20260121_171247_475_cbcf38f8_c0a86487 | calendar | You are a Google Calendar automation agent with full admin rights to manage users, calendars, and events. Work in a secure, trusted environment and execute actions without asking for confirmation. Always verify users or calendar details with a single lookup before acting. Use accurate data only, never make assumptions.... | Project Management currently holds our Sprint Planning & Architecture Review session. Recolor that event so it uses background '#ff887c' with foreground '#1d1d1d', then move it into the Team Coordination calendar so the broader team can see it. After the move, configure both calendars (Project Management and Team Coord... | [
"move_event",
"get_calendar_list",
"update_calendar",
"patch_event",
"get_colors",
"list_events"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767199777772_bvarqz06i.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Project Management calendar emptied", "description": "Ensure no events remain on alice-projects after the move", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM events WHERE calendar_id = 'alice-projects';", "expected_value": 0, "comparison_... | eog-gemini-gemini-3.5-flash-oh-task_20260121_171247_475_cbcf38f8_c0a86487 | Project Management currently holds our Sprint Planning & Architecture Review session. Recolor that event so it uses background '#ff887c' with foreground '#1d1d1d', then move it into the Team Coordination calendar so the broader team can see it. After the move, configure both calendars (Project Management and Team Coord... | Project Management currently holds our Sprint Planning & Architecture Review session. Recolor that event so it uses background '#ff887c' with foreground '#1d1d1d', then move it into the Team Coordination calendar so the broader team can see it. After the move, configure both calendars (Project Management and Team Coord... | 11 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260121_171247_475_cbcf38f8_c0a86487.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 151,715 | 4,935 | 6,858 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Project Management calendar emptied":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) FROM e... | enterprise-ops-gym |
task_20251203_133512_548_e81f6083_738dfe0c | 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... | Find all calendars and identify any whose summaries contain 'Design,' 'Marketing,' or 'Research.' Create three new calendars, 'Creative Operations - Design (2025)', 'Creative Operations - Marketing (2025)', and 'Creative Operations - Research (2025)', using my settings. Fully update the metadata for each new calendar b... | [
"get_colors",
"clear_calendar",
"create_calendar",
"create_event",
"list_settings",
"get_calendar_list",
"remove_calendar_from_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_177f0c994415e80c29e2a1827c151285705a09752ec7eeef"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "verify_design_calendar_created", "description": "Verify Creative Operations - Design calendar was created with correct properties", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM calendars WHERE user_id = 'adriana_sanchez1' AND summary = 'C... | eog-gpt-5.5-2026-04-23-oh-task_20251203_133512_548_e81f6083_738dfe0c | Find all calendars and identify any whose summaries contain 'Design,' 'Marketing,' or 'Research.' Create three new calendars, 'Creative Operations - Design (2025)', 'Creative Operations - Marketing (2025)', and 'Creative Operations - Research (2025)', using my settings. Fully update the metadata for each new calendar b... | Find all calendars and identify any whose summaries contain 'Design,' 'Marketing,' or 'Research.' Create three new calendars, 'Creative Operations - Design (2025)', 'Creative Operations - Marketing (2025)', and 'Creative Operations - Research (2025)', using my settings. Fully update the metadata for each new calendar b... | 12 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_133512_548_e81f6083_738dfe0c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 30,729 | 2,158 | 3,695 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":11,"resolved":true,"score":1,"total_verifiers":11,"verification_results":{"verify_design_calendar_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM calen... | enterprise-ops-gym |
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-gemini-gemini-3.5-flash-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... | 10 | 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_190725_477_a8eea1c0_eba3a1c5.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 96,357 | 4,858 | 6,052 | {"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_20251203_142725_377_6f5b66fc_c990483e | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Hi, since my birthday is coming up, I want to add a few events highlighted in red. Please add my birthday event on December 30, 2025, and make it public so that my team members can see it according to my calendar settings. I’m also having a private “Birthday Party” at our family vacation location, so please create anot... | [
"list_events",
"get_calendar_list",
"get_colors",
"create_event"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-b7Hc5Vn2Qm8R1sT4pL0xY9wK3uF6jZ2eRc1.QaWsEdRfTgHyJuIkOlPzXcVbNmKjHgf_21-098"}, "user_info"... | [{"verifier_type": "database_state", "name": "party verifier", "description": "party verifier", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT count(*) FROM events WHERE summary like '%Birthday Party%' AND location = 'Bali, Indonesia' AND date(start_datetime) = '2025-12-30' AND start_timezone = 'Asi... | eog-gemini-gemini-3.5-flash-oh-task_20251203_142725_377_6f5b66fc_c990483e | Hi, since my birthday is coming up, I want to add a few events highlighted in red. Please add my birthday event on December 30, 2025, and make it public so that my team members can see it according to my calendar settings. I’m also having a private “Birthday Party” at our family vacation location, so please create anot... | Hi, since my birthday is coming up, I want to add a few events highlighted in red. Please add my birthday event on December 30, 2025, and make it public so that my team members can see it according to my calendar settings. I’m also having a private “Birthday Party” at our family vacation location, so please create anot... | 6 | runs/enterprise_ops_gym_test/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_20251203_142725_377_6f5b66fc_c990483e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 79,390 | 17,146 | 17,893 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Birthday verifier":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT count(*) FROM events WHERE summa... | enterprise-ops-gym |
task_20260107_101232_309_be6c9105_fefb9d10 | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | John Smith needs to reorganize the 'Engineering Projects' shared drive for improved security. Update the drive settings to restrict folder sharing so only organizers can share folders, and enable download restrictions for readers. On the 'Technical Spec.pdf' document, update the metadata properties to include security_... | [
"update_drives",
"update_comments",
"delete_permission",
"list_comments",
"update_files",
"create_comments",
"list_drives",
"list_permission",
"list_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Engineering Projects Drive Restrictions Enabled", "description": "Engineering Projects Drive Restrictions Enabled", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "WITH drive_restrictions AS (\n SELECT\n id,\n name,\n sharing_folders_requires_o... | eog-gpt-5.5-2026-04-23-oh-task_20260107_101232_309_be6c9105_fefb9d10 | John Smith needs to reorganize the 'Engineering Projects' shared drive for improved security. Update the drive settings to restrict folder sharing so only organizers can share folders, and enable download restrictions for readers. On the 'Technical Spec.pdf' document, update the metadata properties to include security_... | John Smith needs to reorganize the 'Engineering Projects' shared drive for improved security. Update the drive settings to restrict folder sharing so only organizers can share folders, and enable download restrictions for readers. On the 'Technical Spec.pdf' document, update the metadata properties to include security_... | 11 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_101232_309_be6c9105_fefb9d10.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 34,150 | 1,117 | 2,097 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Engineering Projects Drive Restrictions Enabled":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"WITH drive_res... | 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-gpt-5.5-2026-04-23-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/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_155537_908_a9f62433_6d26efe3.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 76,326 | 1,649 | 2,334 | {"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_20251203_132337_123_be6c9105_2058c06b | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | John Smith needs to finalize the 'Technical Spec.pdf' for Q1 release approval. Update the document's application specific file metadata to include status(approved) and release_version(2.0) for version control tracking. Alex Rodriguez requires writer access for implementation work, transitioning from current commenting ... | [
"list_permission",
"list_comments",
"create_permission",
"update_files",
"create_replies",
"update_permission",
"create_comments",
"list_files",
"delete_permission"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763731281343_wbypacphk.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Release Metadata Added to File", "description": "Release Metadata Added to File", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "WITH release_file AS (\n SELECT\n id,\n name,\n app_properties\n FROM files\n WHERE id = '01JBQM3K8TGHZX9RNVQM5Y... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251203_132337_123_be6c9105_2058c06b | John Smith needs to finalize the 'Technical Spec.pdf' for Q1 release approval. Update the document's application specific file metadata to include status(approved) and release_version(2.0) for version control tracking. Alex Rodriguez requires writer access for implementation work, transitioning from current commenting ... | John Smith needs to finalize the 'Technical Spec.pdf' for Q1 release approval. Update the document's application specific file metadata to include status(approved) and release_version(2.0) for version control tracking. Alex Rodriguez requires writer access for implementation work, transitioning from current commenting ... | 11 | 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_20251203_132337_123_be6c9105_2058c06b.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 43,305 | 953 | 2,190 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Alex Rodriguez Permission Upgraded to Writer":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"WITH alex_user AS... | enterprise-ops-gym |
task_20251224_183116_594_e5bf1251_c2cb6205 | 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 details about service of HR related to "Generate Employment History". Delete if any draft message is present. Check if any label tag present for project updates if not simpy create it with name "Project Updates" with bg color as #ffad46. | [
"list_drafts",
"delete_draft",
"get_hr_service_by_name",
"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": "Verify draft deletion", "description": "Verify draft deletion", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM drafts d\nJOIN messages m ON m.id = d.message_id\nWHERE d.id = '6b79fe10-757a-4fb1-bde3-56e5adde5987'\n AND m.user_id =... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251224_183116_594_e5bf1251_c2cb6205 | I want details about service of HR related to "Generate Employment History". Delete if any draft message is present. Check if any label tag present for project updates if not simpy create it with name "Project Updates" with bg color as #ffad46. | I want details about service of HR related to "Generate Employment History". Delete if any draft message is present. Check if any label tag present for project updates if not simpy create it with name "Project Updates" with bg color as #ffad46. | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251224_183116_594_e5bf1251_c2cb6205.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 27,435 | 601 | 1,382 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify draft deletion":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM drafts d\n... | enterprise-ops-gym |
task_20260116_070521_300_a8eea1c0_d9458bf7 | hr | # HR MANAGEMENT ASSISTANT POLICY **Role:** HR Management Assistant **System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment. **Compliance Level:** Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, s... | I'm performing a system audit on our HR Service configuration and administrative access. First, identify all active admin users with the last name Clark. For these users, check the Service Desk HR Service Desk Group to confirm if they are already members. I also need to modify the Employee Profile Update HR service def... | [
"list_group_members",
"find_group_by_name",
"find_hr_services",
"update_hr_service",
"list_hr_criteria",
"get_hr_service_by_name",
"add_new_group_member",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Add new group member verifier", "description": "Add new group member verifier", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS created_count FROM user_group_member WHERE group_id = 4 AND user_id = 50;", "expected_value": 1, "comparison_type... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_070521_300_a8eea1c0_d9458bf7 | I'm performing a system audit on our HR Service configuration and administrative access. First, identify all active admin users with the last name Clark. For these users, check the Service Desk HR Service Desk Group to confirm if they are already members. I also need to modify the Employee Profile Update HR service def... | I'm performing a system audit on our HR Service configuration and administrative access. First, identify all active admin users with the last name Clark. For these users, check the Service Desk HR Service Desk Group to confirm if they are already members. I also need to modify the Employee Profile Update HR service def... | 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_20260116_070521_300_a8eea1c0_d9458bf7.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 47,973 | 1,442 | 2,953 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Add new group member verifier":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS created_count ... | enterprise-ops-gym |
task_20251217_211242_026_391f1eff_27934d6b | 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 ... | After resolving the incident INC-000014, Anne Medina identified that no existing knowledge article was referenced during the incident resolution. Since the issue required structured troubleshooting, she creates a new internal knowledge article. The article, titled "Dell Laptop Battery Replacement", includes the followi... | [
"list_incidents",
"link_knowledge_to_incident",
"find_incident_by_number",
"get_user_using_name",
"get_user",
"find_incident_knowledge_links",
"create_knowledge_article"
] | [] | /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.eyJzdWIiOiJVU0VSXzAyOSIsImlzcyI6Iml0c20ifQ.Gh6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "KB link", "description": "validate kb link", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident_knowledge WHERE incident_kb_id = \"IKB_046\" AND incident_id = \"INC_014\" AND knowledge_id = \"KB_026\" AND used_as = \"resolution\";", "e... | eog-gpt-5.5-2026-04-23-oh-task_20251217_211242_026_391f1eff_27934d6b | After resolving the incident INC-000014, Anne Medina identified that no existing knowledge article was referenced during the incident resolution. Since the issue required structured troubleshooting, she creates a new internal knowledge article. The article, titled "Dell Laptop Battery Replacement", includes the followi... | After resolving the incident INC-000014, Anne Medina identified that no existing knowledge article was referenced during the incident resolution. Since the issue required structured troubleshooting, she creates a new internal knowledge article. The article, titled "Dell Laptop Battery Replacement", includes the followi... | 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_20251217_211242_026_391f1eff_27934d6b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 37,875 | 812 | 1,195 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"KB link":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident_knowledge WHERE incident_... | enterprise-ops-gym |
task_20251222_133355_087_30600918_e9215c57 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Cheryl Osborne called us and reported that she had reached our office and was trying to set up the laptop to attend the afternoon meeting. However, she was unable to connect to the internet. She also tried connecting as a guest but had no luck. Hence, she reached out to us to raise a critical priority incident. Kindly ... | [
"get_user",
"retrieve_knowledge_articles",
"link_new_incident_sla",
"send_notification",
"find_sla_definitions",
"link_knowledge_to_incident",
"get_user_using_name",
"create_incident",
"update_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify KB Tag", "description": "Verify KB Tag", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident_knowledge WHERE incident_id = 'INC_101' AND knowledge_id ='KB_017' AND incident_kb_id ='IKB_046' AND used_as='suggested';", "expected_va... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251222_133355_087_30600918_e9215c57 | Cheryl Osborne called us and reported that she had reached our office and was trying to set up the laptop to attend the afternoon meeting. However, she was unable to connect to the internet. She also tried connecting as a guest but had no luck. Hence, she reached out to us to raise a critical priority incident. Kindly ... | Cheryl Osborne called us and reported that she had reached our office and was trying to set up the laptop to attend the afternoon meeting. However, she was unable to connect to the internet. She also tried connecting as a guest but had no luck. Hence, she reached out to us to raise a critical priority incident. Kindly ... | 9 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251222_133355_087_30600918_e9215c57.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 54,996 | 2,094 | 3,089 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Verify Incident ":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident WHERE incident_... | enterprise-ops-gym |
task_20251212_172511_458_e6427839_47076c15 | 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 update came in from the caller regarding the printer connectivity issue for incident INC0000003. The user stated that several urgent client documents are still pending, and the inability to print is causing significant delays. Although the submission deadline has been extended by one business day, the service impact... | [
"find_sla_definitions",
"find_incident_slas",
"find_incident_by_number",
"get_user",
"update_incident",
"link_new_incident_sla"
] | [] | /mcp | 1 | true | [{"context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "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", "user_info": {"email": "marcus.thompson@techcorp.com", "name": "Marcus... | [{"description": "Verify if the priority of the incident is set correctly.", "gym_name": "gym-itsm-mcp", "name": "Verify if the priority of the incident is set correctly.", "validation_config": {"comparison_type": "equals", "expected_value": 1, "query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_003' AND i... | eog-gemini-gemini-3.5-flash-oh-task_20251212_172511_458_e6427839_47076c15 | An update came in from the caller regarding the printer connectivity issue for incident INC0000003. The user stated that several urgent client documents are still pending, and the inability to print is causing significant delays. Although the submission deadline has been extended by one business day, the service impact... | An update came in from the caller regarding the printer connectivity issue for incident INC0000003. The user stated that several urgent client documents are still pending, and the inability to print is causing significant delays. Although the submission deadline has been extended by one business day, the service impact... | 10 | 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_20251212_172511_458_e6427839_47076c15.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 122,251 | 8,752 | 9,554 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify if the correct high-priority SLA is linked to the incident.":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"quer... | enterprise-ops-gym |
task_20251128_154607_365_1628b966_a730b5cf | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I'm trying to back up my emails to an external hard drive using a legacy software that only speaks POP3.
Please enable POP access for all mail (even mail that's already been downloaded).
While you are in the settings, check my IMAP configuration. Ensure IMAP is enabled.
I also need you to change the IMAP Auto-Expunge ... | [
"get_pop_settings",
"update_pop_settings",
"get_imap_settings",
"update_imap_settings"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "Verify POP Disabled", "description": "Verify POP Disabled Successfully", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(id)\nFROM pop_settings\nWHERE user_id = 'user_001'\n AND access_window = 'allMail';", "expected_value": 1, "comparison_type": ... | eog-gpt-5.5-2026-04-23-oh-task_20251128_154607_365_1628b966_a730b5cf | I'm trying to back up my emails to an external hard drive using a legacy software that only speaks POP3.
Please enable POP access for all mail (even mail that's already been downloaded).
While you are in the settings, check my IMAP configuration. Ensure IMAP is enabled.
I also need you to change the IMAP Auto-Expunge ... | I'm trying to back up my emails to an external hard drive using a legacy software that only speaks POP3.
Please enable POP access for all mail (even mail that's already been downloaded).
While you are in the settings, check my IMAP configuration. Ensure IMAP is enabled.
I also need you to change the IMAP Auto-Expunge ... | 5 | 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_20251128_154607_365_1628b966_a730b5cf.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 4,968 | 482 | 786 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify IMAP Configuration":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(id)\nFROM imap_settings... | enterprise-ops-gym |
task_20260105_095412_678_a9f62433_bb5f5bb7 | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Hey, could you please pull up a list of all the PDF files for me? I need you to do a few things to them (except for Archived Report.pdf, which is already trashed). Can you please clear out all the old comments that are already in there? Just delete them all. Then, go through and add a brand new comment to each file tha... | [
"list_files",
"create_file",
"create_permission",
"create_comments",
"list_files_labels",
"delete_comments",
"modify_files_labels",
"list_comments"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x_auth_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify that comment has been added", "description": "Verify that the comment \"Mike Chen. Please proofread the pdf files\" is added", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM comment... | eog-gemini-gemini-3.5-flash-oh-task_20260105_095412_678_a9f62433_bb5f5bb7 | Hey, could you please pull up a list of all the PDF files for me? I need you to do a few things to them (except for Archived Report.pdf, which is already trashed). Can you please clear out all the old comments that are already in there? Just delete them all. Then, go through and add a brand new comment to each file tha... | Hey, could you please pull up a list of all the PDF files for me? I need you to do a few things to them (except for Archived Report.pdf, which is already trashed). Can you please clear out all the old comments that are already in there? Just delete them all. Then, go through and add a brand new comment to each file tha... | 29 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_095412_678_a9f62433_bb5f5bb7.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 532,993 | 7,777 | 10,146 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":8,"resolved":true,"score":1,"total_verifiers":8,"verification_results":{"File created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CASE \n WHEN EXISTS (\n ... | enterprise-ops-gym |
task_20260106_134616_649_e6427839_7dba5a00 | 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 got a call from Simon LLC regarding severity of the case 'CS-0001041', it is impacting their business and they are our one of our important customers. We need to make it critical and attach relevant knowledge article if present. Also assign it to David Johnston, he will check the case and update the article if requir... | [
"find_entitlements",
"retrieve_knowledge",
"check_user_membership",
"search_cases",
"find_user",
"update_case",
"find_case_slas",
"find_account",
"link_case_knowledge"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "jason.morrison13@servicenow.com"}, "user_info": {"user_id": 84, "name": "Jason Morrison", "email": "jason.mor... | [{"verifier_type": "database_state", "name": "Verify if case is updated or not.", "description": "Verify if case is updated or not.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE case_id = '1041' AND account_id = '45' AND priority = 'critical' AND assigned_to = '... | eog-gemini-gemini-3.5-flash-oh-task_20260106_134616_649_e6427839_7dba5a00 | I got a call from Simon LLC regarding severity of the case 'CS-0001041', it is impacting their business and they are our one of our important customers. We need to make it critical and attach relevant knowledge article if present. Also assign it to David Johnston, he will check the case and update the article if requir... | I got a call from Simon LLC regarding severity of the case 'CS-0001041', it is impacting their business and they are our one of our important customers. We need to make it critical and attach relevant knowledge article if present. Also assign it to David Johnston, he will check the case and update the article if requir... | 11 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_134616_649_e6427839_7dba5a00.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 95,740 | 4,316 | 5,351 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify if KB article linked correctly.":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM ca... | enterprise-ops-gym |
task_20251217_073807_153_761f6b82_cba63024 | 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 ... | To support an urgent field deployment, Diana Johnson’s profile is aligned for immediate operational readiness. Her qualifications are verified to ensure she holds the required IT credential, which is applied if missing. Any existing association with the HR Service Desk is cleared to preserve separation of duties, after... | [
"add_new_skill_to_user",
"get_user_using_name",
"list_skills",
"list_user_skills",
"get_hr_profile_by_personal_email",
"create_new_hr_service",
"add_new_group_member",
"send_notification",
"find_group_by_name",
"list_group_members",
"remove_group_membership",
"get_user_using_email",
"get_use... | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMCIsImlzcyI6Iml0c20ifQ.Ef8_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Promotion", "description": "Promotion", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) \nFROM user \nWHERE email = 'diana.johnson@servicenow.com' \n AND role = 'manager';\n", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type... | eog-gpt-5.5-2026-04-23-oh-task_20251217_073807_153_761f6b82_cba63024 | To support an urgent field deployment, Diana Johnson’s profile is aligned for immediate operational readiness. Her qualifications are verified to ensure she holds the required IT credential, which is applied if missing. Any existing association with the HR Service Desk is cleared to preserve separation of duties, after... | To support an urgent field deployment, Diana Johnson’s profile is aligned for immediate operational readiness. Her qualifications are verified to ensure she holds the required IT credential, which is applied if missing. Any existing association with the HR Service Desk is cleared to preserve separation of duties, after... | 19 | 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_20251217_073807_153_761f6b82_cba63024.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 134,436 | 6,513 | 7,643 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"Case":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT count(*) \nFROM hr_case c\nJOIN hr_service s ON c.h... | enterprise-ops-gym |
task_20251231_152332_133_ad5a67e3_2a4e226c | 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... | Ryan Allen reviewed the case assigned to him regarding Palo Alto Networks PA-3220 and found that the applied knowledge article is retired. Republish this retired knowledge article and reconfirm the linkage to the case. | [
"link_case_knowledge",
"get_cases_assigned_to",
"update_knowledge",
"retrieve_knowledge",
"find_case_knowledge_linkages",
"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": "ryan.allen@servicenow.com"}, "user_info": {"user_id": 62, "name": "Ryan Allen", "email": "ryan.allen@servicen... | [{"verifier_type": "database_state", "name": "Link published KB", "description": "validate kb linked", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM case_knowledge WHERE case_kb_id = 528 AND case_id = 5 AND knowledge_id = 195 AND used_as = 'applied';", "expected_value": 1, "compariso... | eog-gemini-gemini-3.5-flash-oh-task_20251231_152332_133_ad5a67e3_2a4e226c | Ryan Allen reviewed the case assigned to him regarding Palo Alto Networks PA-3220 and found that the applied knowledge article is retired. Republish this retired knowledge article and reconfirm the linkage to the case. | Ryan Allen reviewed the case assigned to him regarding Palo Alto Networks PA-3220 and found that the applied knowledge article is retired. Republish this retired knowledge article and reconfirm the linkage to the case. | 7 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251231_152332_133_ad5a67e3_2a4e226c.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 59,744 | 3,685 | 4,346 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Link published KB":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM case_knowledge WHERE ca... | enterprise-ops-gym |
task_20251217_040407_761_6f5b66fc_eecce10e | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Calendar and ServiceNow Customer Service Management (CSM). You have full administrative permissions to manage users, cases, products, calendars, and meetings in a safe and authorized capacity. Do not ask for confirmation before taking ... | Escalate my medium-priority Cisco ASA 5525-X Variant 42 issue, as it has now become a critical blocker. Also, check my primary availability on 26th December 2025 and, if I am free, schedule a similar meeting to the existing office day event with the assignee to expedite resolution, and highlight it in red. | [
"search_cases",
"list_users",
"get_calendar_list",
"update_case",
"get_colors",
"create_event",
"list_events",
"find_product"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765386439582_vm0389iwq.sql", "context": {"x-access-token": "tok_b96aa2baa3f055703c6429b9c278913e3c985eb0ef837008"}}, {"mcp_server_name": "sn-csm-server", "mcp_server... | [{"verifier_type": "database_state", "name": "Event created", "description": "Verifies event was created with correct description.", "gym_name": "gym-calendar", "validation_config": {"query": "select count(*) from events where summary like '%0000345%' and calendar_id = 'aaron_hicks-primary' and description like '%00003... | eog-gpt-5.5-2026-04-23-oh-task_20251217_040407_761_6f5b66fc_eecce10e | Escalate my medium-priority Cisco ASA 5525-X Variant 42 issue, as it has now become a critical blocker. Also, check my primary availability on 26th December 2025 and, if I am free, schedule a similar meeting to the existing office day event with the assignee to expedite resolution, and highlight it in red. | Escalate my medium-priority Cisco ASA 5525-X Variant 42 issue, as it has now become a critical blocker. Also, check my primary availability on 26th December 2025 and, if I am free, schedule a similar meeting to the existing office day event with the assignee to expedite resolution, and highlight it in red. | 14 | 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_040407_761_6f5b66fc_eecce10e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 59,169 | 2,481 | 3,649 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Attendees added":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM attendees WHERE event_... | enterprise-ops-gym |
task_20251210_113549_827_d4a463c3_47b48a98 | 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... | As part of a readiness check for a new business-critical service and the broader rollout, a few coordinated updates are required. First, confirm that Curtis Mccoy is active and ready to take on high-impact responsibilities along with his team for this rollout. Then register a new active service named “Network Resilienc... | [
"find_sla_definitions",
"find_account",
"link_new_case_sla",
"find_entitlements",
"search_cases",
"list_group_members",
"create_new_case",
"find_contacts",
"update_case",
"create_knowledge",
"list_user_groups",
"link_case_knowledge",
"find_user",
"add_new_product"
] | [] | /mcp | 1 | true | [{"context": {"x-user-email": "jose.roberson@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": ""}] | [{"description": "Verify New Product", "gym_name": "sn-csm-server", "name": "Verify New Product", "validation_config": {"comparison_type": "equals", "expected_value": 1, "query": "SELECT COUNT(*) AS service_healthy_cnt\nFROM product AS p\nWHERE p.name = 'Network Resilience Health Check'\nAND p.category = 'service'\nAND... | eog-gpt-5.5-2026-04-23-oh-task_20251210_113549_827_d4a463c3_47b48a98 | As part of a readiness check for a new business-critical service and the broader rollout, a few coordinated updates are required. First, confirm that Curtis Mccoy is active and ready to take on high-impact responsibilities along with his team for this rollout. Then register a new active service named “Network Resilienc... | As part of a readiness check for a new business-critical service and the broader rollout, a few coordinated updates are required. First, confirm that Curtis Mccoy is active and ready to take on high-impact responsibilities along with his team for this rollout. Then register a new active service named “Network Resilienc... | 20 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251210_113549_827_d4a463c3_47b48a98.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 188,269 | 3,088 | 4,331 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verify Knowledge Created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS kb_network_resilie... | enterprise-ops-gym |
task_20260108_142310_191_df2c536d_c6edcf9f | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Please find the event that is located at developer workspace on my development calendar and turn it into a weekly meeting every Wednesday at the same time through the end of January 2026, keeping the existing location and marking the whole series as confirmed with default visibility. Add Carol(carol.white@techcorp.com)... | [
"get_event",
"list_events",
"get_calendar_list",
"patch_event"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767718417243_3x8v487ma.sql", "context": {"x-access-token": "ya29.A0ARrdaM-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "check_conference_room_resource", "description": "check_conference_room_resource", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM attendees a WHERE a.displayName = 'Conference Room A' AND a.resource = TRUE;", "expected_value": 1, "comparison... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260108_142310_191_df2c536d_c6edcf9f | Please find the event that is located at developer workspace on my development calendar and turn it into a weekly meeting every Wednesday at the same time through the end of January 2026, keeping the existing location and marking the whole series as confirmed with default visibility. Add Carol(carol.white@techcorp.com)... | Please find the event that is located at developer workspace on my development calendar and turn it into a weekly meeting every Wednesday at the same time through the end of January 2026, keeping the existing location and marking the whole series as confirmed with default visibility. Add Carol(carol.white@techcorp.com)... | 5 | 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_20260108_142310_191_df2c536d_c6edcf9f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 42,080 | 1,616 | 2,737 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"check_attendees":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) FROM attendees WHERE event_... | enterprise-ops-gym |
task_20260105_212540_480_79b3b025_84db5210 | 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 Q4 operational handoff protocol and adjust team permissions. Today is the first Monday of 2026.
Schedule a recurring 'Quarterly Handoff' meeting on 'Team Coordination' calendar. The meeting should be 90 minutes long and start tomorrow at 1:00 PM (New York time). If the 'Sprint Planning & A... | [
"patch_event",
"list_events",
"create_event",
"get_colors",
"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 Color Update (Count 1)", "description": "Verify Event Color Update (Count 1)", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*)\nFROM events\nWHERE summary = 'Sprint Planning & Architecture Review' AND calendar_id = 'alice-projects' A... | eog-gpt-5.5-2026-04-23-oh-task_20260105_212540_480_79b3b025_84db5210 | We need to execute a critical Q4 operational handoff protocol and adjust team permissions. Today is the first Monday of 2026.
Schedule a recurring 'Quarterly Handoff' meeting on 'Team Coordination' calendar. The meeting should be 90 minutes long and start tomorrow at 1:00 PM (New York time). If the 'Sprint Planning & A... | We need to execute a critical Q4 operational handoff protocol and adjust team permissions. Today is the first Monday of 2026.
Schedule a recurring 'Quarterly Handoff' meeting on 'Team Coordination' calendar. The meeting should be 90 minutes long and start tomorrow at 1:00 PM (New York time). If the 'Sprint Planning & A... | 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_212540_480_79b3b025_84db5210.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 54,603 | 1,852 | 2,590 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Event Color Update (Count 1)":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\nFROM ... | enterprise-ops-gym |
task_20251127_173847_074_4d9df647_632c493d | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Hey, I’ve been reviewing some of the files on the drive, and I noticed a few issues with labels and comments. I need your help to tidy things up.
Please check my drive and clear all the comments on the files only if the file does not have a critical label.
Also, for the Technical Spec file, make sure its label is set... | [
"copy_files",
"list_comments",
"list_files",
"list_files_labels",
"modify_files_labels",
"delete_comments"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764037585904_8n9do49ia.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": " Technical Spec Copy Exists", "description": "Verify a copy of Technical Spec file was created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files WHERE name = 'Copy of Technical Spec.pdf' AND mime_type = 'application/pdf'", "exp... | eog-gemini-gemini-3.5-flash-oh-task_20251127_173847_074_4d9df647_632c493d | Hey, I’ve been reviewing some of the files on the drive, and I noticed a few issues with labels and comments. I need your help to tidy things up.
Please check my drive and clear all the comments on the files only if the file does not have a critical label.
Also, for the Technical Spec file, make sure its label is set... | Hey, I’ve been reviewing some of the files on the drive, and I noticed a few issues with labels and comments. I need your help to tidy things up.
Please check my drive and clear all the comments on the files only if the file does not have a critical label.
Also, for the Technical Spec file, make sure its label is set... | 38 | 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_20251127_173847_074_4d9df647_632c493d.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 1,184,998 | 21,310 | 29,408 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{" Technical Spec Copy Exists":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM files WHERE ... | enterprise-ops-gym |
task_20260116_064331_915_d8f93f2d_854d09b8 | hybrid | # **ITSM Management Assistant Policy**
**Role:** ITSM Management Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with... | I need to initiate a scheduled update for our financial systems. First, in the ITSM system, find the service named 'Global Payroll'. Once you have its ID, create a new change request with the short description 'Q4 Tax Rate Update', linking it to that service. Set the impact and risk to 'medium' and priority to 'moderat... | [
"find_service_by_name",
"create_label",
"create_filter",
"update_change",
"find_group_by_name",
"create_change",
"create_send_as_alias"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1766050008542_4gw043g58.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify Change Creation", "description": "Verify Change Creation", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(c.change_id) FROM change c JOIN service s ON c.service = s.service_id WHERE s.name = 'Global Payroll' AND c.short_description = 'Q4 Tax... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_064331_915_d8f93f2d_854d09b8 | I need to initiate a scheduled update for our financial systems. First, in the ITSM system, find the service named 'Global Payroll'. Once you have its ID, create a new change request with the short description 'Q4 Tax Rate Update', linking it to that service. Set the impact and risk to 'medium' and priority to 'moderat... | I need to initiate a scheduled update for our financial systems. First, in the ITSM system, find the service named 'Global Payroll'. Once you have its ID, create a new change request with the short description 'Q4 Tax Rate Update', linking it to that service. Set the impact and risk to 'medium' and priority to 'moderat... | 13 | 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_064331_915_d8f93f2d_854d09b8.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 99,781 | 1,014 | 3,089 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Change Assignment":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(c.change_id) FROM chan... | enterprise-ops-gym |
task_20251218_132315_968_66392a82_d610f253 | 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 critical Oracle database server with serial number "SRV-ORC-9981", the contact for this device is Thomas Green. During multiple peak transaction windows, this database server has been experiencing recurring connection failures and performance degradation, causing application timeouts and service disruption for busine... | [
"update_configuration_item",
"find_configuration_item_by_serial_number",
"get_user",
"list_users",
"create_incident",
"create_problem"
] | [] | /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_1766063289316_o5f6sbf3g.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Cost Corrected", "description": "Verify that cost is corrected for SRV-ORC-9981", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM configuration_item WHERE serial_number = 'SRV-ORC-9981' AND cost = 14000;", "expected_value": 1, "compar... | eog-gemini-gemini-3.5-flash-oh-task_20251218_132315_968_66392a82_d610f253 | A critical Oracle database server with serial number "SRV-ORC-9981", the contact for this device is Thomas Green. During multiple peak transaction windows, this database server has been experiencing recurring connection failures and performance degradation, causing application timeouts and service disruption for busine... | A critical Oracle database server with serial number "SRV-ORC-9981", the contact for this device is Thomas Green. During multiple peak transaction windows, this database server has been experiencing recurring connection failures and performance degradation, causing application timeouts and service disruption for busine... | 6 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_132315_968_66392a82_d610f253.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 56,022 | 3,222 | 4,160 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Cost Corrected":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM configuration_item W... | 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-gpt-5.5-2026-04-23-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... | 5 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251204_144745_585_e5bf1251_4e4c189d.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 9,578 | 673 | 1,191 | {"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_20251204_142744_756_e5bf1251_9501fccb | 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 audit who has access to my mailbox and organize my drafts.
First, show me everyone who currently has delegate access to my email account. I want to see all delegates regardless of their status - accepted, pending, or rejected.
Then I need to clean up my delegate list. I have someone with "rejected" status tha... | [
"list_drafts",
"email_delete_delegate",
"email_list_delegates",
"delete_draft"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_carol_2025_z1x2c3v4b5n6m7l8k9j0h1g2f3d4s5a6", "user_id": "user_003", "primary_email": "carol@univ... | [{"verifier_type": "database_state", "name": "Confirm Rejected Delegate Removed", "description": "Confirm Rejected Delegate Removed", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM delegates d\nJOIN users u ON u.id = d.user_id\nWHERE u.primary_email = 'carol@university.edu'\n ... | eog-gpt-5.5-2026-04-23-oh-task_20251204_142744_756_e5bf1251_9501fccb | I need to audit who has access to my mailbox and organize my drafts.
First, show me everyone who currently has delegate access to my email account. I want to see all delegates regardless of their status - accepted, pending, or rejected.
Then I need to clean up my delegate list. I have someone with "rejected" status tha... | I need to audit who has access to my mailbox and organize my drafts.
First, show me everyone who currently has delegate access to my email account. I want to see all delegates regardless of their status - accepted, pending, or rejected.
Then I need to clean up my delegate list. I have someone with "rejected" status tha... | 5 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251204_142744_756_e5bf1251_9501fccb.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 5,030 | 465 | 776 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Confirm Rejected Delegate Removed":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM... | enterprise-ops-gym |
task_20260113_032200_394_ad5a67e3_5e3873b8 | 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... | Please prepare a new lifecycle event package for our Global Assignment Transition Program under ServiceNow. Begin by adding a topic category named International Mobility using the Talent Management COE, and create three topic details beneath it: Assignment Initiation, Visa & Compliance Prep, and Assignment Wind-Down.
... | [
"create_new_hr_service",
"add_new_user_group",
"add_new_topic_detail",
"get_hr_service_by_name",
"update_hr_service",
"get_topic_categories",
"get_service_template_by_name",
"add_new_topic_category",
"find_group_by_name",
"create_new_service_template",
"register_hr_criteria"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify topic category International Mobility exists under Talent Management COE", "description": "Verify topic category International Mobility exists under Talent Management COE", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*)\nFROM topic_cate... | eog-gemini-gemini-3.5-flash-oh-task_20260113_032200_394_ad5a67e3_5e3873b8 | Please prepare a new lifecycle event package for our Global Assignment Transition Program under ServiceNow. Begin by adding a topic category named International Mobility using the Talent Management COE, and create three topic details beneath it: Assignment Initiation, Visa & Compliance Prep, and Assignment Wind-Down.
... | Please prepare a new lifecycle event package for our Global Assignment Transition Program under ServiceNow. Begin by adding a topic category named International Mobility using the Talent Management COE, and create three topic details beneath it: Assignment Initiation, Visa & Compliance Prep, and Assignment Wind-Down.
... | 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_20260113_032200_394_ad5a67e3_5e3873b8.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 170,453 | 7,782 | 9,467 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Catalog cleanup: service renamed + deactivated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\n... | enterprise-ops-gym |
task_20251222_133355_087_30600918_e9215c57 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Cheryl Osborne called us and reported that she had reached our office and was trying to set up the laptop to attend the afternoon meeting. However, she was unable to connect to the internet. She also tried connecting as a guest but had no luck. Hence, she reached out to us to raise a critical priority incident. Kindly ... | [
"get_user",
"retrieve_knowledge_articles",
"link_new_incident_sla",
"send_notification",
"find_sla_definitions",
"link_knowledge_to_incident",
"get_user_using_name",
"create_incident",
"update_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify KB Tag", "description": "Verify KB Tag", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident_knowledge WHERE incident_id = 'INC_101' AND knowledge_id ='KB_017' AND incident_kb_id ='IKB_046' AND used_as='suggested';", "expected_va... | eog-gemini-gemini-3.5-flash-oh-task_20251222_133355_087_30600918_e9215c57 | Cheryl Osborne called us and reported that she had reached our office and was trying to set up the laptop to attend the afternoon meeting. However, she was unable to connect to the internet. She also tried connecting as a guest but had no luck. Hence, she reached out to us to raise a critical priority incident. Kindly ... | Cheryl Osborne called us and reported that she had reached our office and was trying to set up the laptop to attend the afternoon meeting. However, she was unable to connect to the internet. She also tried connecting as a guest but had no luck. Hence, she reached out to us to raise a critical priority incident. Kindly ... | 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_20251222_133355_087_30600918_e9215c57.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 206,290 | 7,641 | 8,842 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Verify Incident ":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM incident WHERE incident... | enterprise-ops-gym |
task_20260108_160846_466_8e9e30d7_7e50c8e2 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | I need to set up a centralized incident response chat for our team TechCorp Solutions. Create a group chat called 'Incident Response Triage' with John Davis, Alice Johnson, and Bob Smith. Post a kickoff message explaining this is now our hub for all P1 and P2 production issues. Pin it so it stays visible. Add a Planner... | [
"list_users",
"add_tab_to_chat",
"list_teams",
"create_chat",
"list_teams_apps",
"list_team_members",
"create_call",
"send_chat_message",
"create_teamwork_tag",
"pin_chat_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1763471775019_vb5gclmn3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "techcorp_incident_responders_tag_created", "description": "Verify that the 'Incident Responders' teamwork tag was created on the TechCorp Solutions Team.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT CASE WHEN COUNT(*) > 0 THEN 1 ELSE 0 END FROM team... | eog-gemini-gemini-3.5-flash-oh-task_20260108_160846_466_8e9e30d7_7e50c8e2 | I need to set up a centralized incident response chat for our team TechCorp Solutions. Create a group chat called 'Incident Response Triage' with John Davis, Alice Johnson, and Bob Smith. Post a kickoff message explaining this is now our hub for all P1 and P2 production issues. Pin it so it stays visible. Add a Planner... | I need to set up a centralized incident response chat for our team TechCorp Solutions. Create a group chat called 'Incident Response Triage' with John Davis, Alice Johnson, and Bob Smith. Post a kickoff message explaining this is now our hub for all P1 and P2 production issues. Pin it so it stays visible. Add a Planner... | 18 | 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_160846_466_8e9e30d7_7e50c8e2.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 539,601 | 9,894 | 12,161 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"techcorp_incident_group_call_created_with_correct_participants":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query... | enterprise-ops-gym |
task_20260107_114621_723_df2c536d_d9f135a4 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Can you check what timezone my calendar settings are using, and if it’s not Chicago time, switch it to America/Chicago for me? Also, any calendar where someone has writer access who is not me should be downgraded to reader access. Then, quickly add a confirmed event, Quarterly Reset Day on my primary calendar and fetch... | [
"patch_calendar",
"quick_add_event",
"patch_acl_rule",
"get_calendar_list",
"list_acl_rules",
"get_event"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767718417243_3x8v487ma.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "timezone_chicago", "description": "timezone_chicago", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM calendars c WHERE c.calendar_id = 'alice-team' AND c.time_zone = 'America/Chicago';", "expected_value": 1, "comparison_type": "equals"}}, {... | eog-gpt-5.5-2026-04-23-oh-task_20260107_114621_723_df2c536d_d9f135a4 | Can you check what timezone my calendar settings are using, and if it’s not Chicago time, switch it to America/Chicago for me? Also, any calendar where someone has writer access who is not me should be downgraded to reader access. Then, quickly add a confirmed event, Quarterly Reset Day on my primary calendar and fetch... | Can you check what timezone my calendar settings are using, and if it’s not Chicago time, switch it to America/Chicago for me? Also, any calendar where someone has writer access who is not me should be downgraded to reader access. Then, quickly add a confirmed event, Quarterly Reset Day on my primary calendar and fetch... | 10 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_114621_723_df2c536d_d9f135a4.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 31,060 | 1,505 | 2,234 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"no_writer_acls":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM acls WHERE calendar_id... | enterprise-ops-gym |
task_20260107_141130_029_1628b966_8e264839 | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Hi, this is Paulo (alves.paulo@gmail.com). I have been promoted and need to restructure my inbox for the new role. Please perform the following setup:
First, run a quick audit. List my account history starting from ID '0' to check for recent sync events, and also list my current labels so I can see the existing folder... | [
"list_history",
"create_filter",
"create_send_as_alias",
"list_labels",
"email_create_delegate",
"create_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"x-email-user-token": "e2ydZE3Oiy8cJ4z7udwwhVguVuKC6K_zR7f6GTjjJGg", "primary_email": "alves.paulo@gmail.com", "user_id": "0... | [{"verifier_type": "database_state", "name": "Verify Priority Automation", "description": "Verifies that the 'VIP-Board' label exists and a filter routes board emails to it.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(F.id)\nFROM filters AS F\nJOIN labels AS L ON F.user_id = L.user_id\nW... | eog-gpt-5.5-2026-04-23-oh-task_20260107_141130_029_1628b966_8e264839 | Hi, this is Paulo (alves.paulo@gmail.com). I have been promoted and need to restructure my inbox for the new role. Please perform the following setup:
First, run a quick audit. List my account history starting from ID '0' to check for recent sync events, and also list my current labels so I can see the existing folder... | Hi, this is Paulo (alves.paulo@gmail.com). I have been promoted and need to restructure my inbox for the new role. Please perform the following setup:
First, run a quick audit. List my account history starting from ID '0' to check for recent sync events, and also list my current labels so I can see the existing folder... | 10 | 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_20260107_141130_029_1628b966_8e264839.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 77,171 | 3,439 | 4,659 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify Identity & Access":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 2","expected":2,"passed":false,"query":"SELECT \n (SELECT COUNT(id) FROM... | 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-gpt-5.5-2026-04-23-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 ... | 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_20260112_125407_584_1628b966_f5dd38b6.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 7,340 | 312 | 545 | {"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_20260109_080715_585_911d75d7_ded91685 | 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... | First, find the Quarterly Review Meeting email sent by my manager.
Next, list all drafts in my mailbox.
For each draft, retrieve its full content and verify whether:
the draft’s subject references the Quarterly Review Meeting, and
the draft is addressed to my manager.
Once the correct draft reply is explicitly ver... | [
"list_drafts",
"get_draft",
"modify_message",
"delete_draft",
"list_messages"
] | [] | /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_info": ""}] | [{"verifier_type": "database_state", "name": "QuarterlyReviewDraftDeleted", "description": "Confirms that the quarterly review meeting draft reply no longer exists.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM drafts d\nJOIN messages m\n ON m.id = d.message_id\nWHERE m.snippet L... | eog-gpt-5.5-2026-04-23-oh-task_20260109_080715_585_911d75d7_ded91685 | First, find the Quarterly Review Meeting email sent by my manager.
Next, list all drafts in my mailbox.
For each draft, retrieve its full content and verify whether:
the draft’s subject references the Quarterly Review Meeting, and
the draft is addressed to my manager.
Once the correct draft reply is explicitly ver... | First, find the Quarterly Review Meeting email sent by my manager.
Next, list all drafts in my mailbox.
For each draft, retrieve its full content and verify whether:
the draft’s subject references the Quarterly Review Meeting, and
the draft is addressed to my manager.
Once the correct draft reply is explicitly ver... | 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_080715_585_911d75d7_ded91685.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 21,225 | 2,104 | 2,454 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"DRAFT Label Removed":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 0","expected":0,"passed":false,"query":"SELECT COUNT(*)\nFROM message_labels ml\... | enterprise-ops-gym |
task_20260108_101953_397_be6c9105_0ebb2503 | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Emily Davis needs to archive the 'Employee Handbook.docx' for compliance before starting updates. Create an archive copy with filename 'Employee Handbook_archive.docx' and include archival file metadata with archive_status(archived) and archive_date(2024-12-01). The archive requires reader access for the external audit... | [
"copy_files",
"list_permission",
"update_files",
"create_comments",
"create_permission",
"update_permission",
"list_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3WiIsImVtYWlsIjoiZW1... | [{"verifier_type": "database_state", "name": "Archive Copy Created with Archival Metadata", "description": "Archive Copy Created with Archival Metadata", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "WITH archive_copy AS (\n SELECT\n id,\n name,\n app_properties,\n created_time\n FRO... | eog-gpt-5.5-2026-04-23-oh-task_20260108_101953_397_be6c9105_0ebb2503 | Emily Davis needs to archive the 'Employee Handbook.docx' for compliance before starting updates. Create an archive copy with filename 'Employee Handbook_archive.docx' and include archival file metadata with archive_status(archived) and archive_date(2024-12-01). The archive requires reader access for the external audit... | Emily Davis needs to archive the 'Employee Handbook.docx' for compliance before starting updates. Create an archive copy with filename 'Employee Handbook_archive.docx' and include archival file metadata with archive_status(archived) and archive_date(2024-12-01). The archive requires reader access for the external audit... | 10 | runs/enterprise_ops_gym_test/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_101953_397_be6c9105_0ebb2503.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 25,226 | 1,471 | 2,365 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Archive Copy Created with Archival Metadata":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"WITH archive_cop... | enterprise-ops-gym |
task_20251212_011224_384_accab84d_4ad9b557 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We just received a request from Globex. They want to swap their primary contact to Derek Blake immediately. Also, they are seeing failures on their HPE ProLiant DL380 Gen10 due to some sync errors. Please take care of the contact update and open a case, ensuring Derek is the one to follow-up further and notify him rega... | [
"find_entitlements",
"find_contracts",
"send_notification",
"find_user",
"find_account",
"find_product",
"update_contact",
"create_new_case",
"find_contacts",
"retrieve_knowledge",
"link_case_knowledge"
] | [] | /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": "Derek Blake is the active primary contact for Globex", "description": "Derek Blake is the active primary contact for Globex", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM \"user\" u\nJOIN contact c ON c.portal_user_id = u.user_id... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251212_011224_384_accab84d_4ad9b557 | We just received a request from Globex. They want to swap their primary contact to Derek Blake immediately. Also, they are seeing failures on their HPE ProLiant DL380 Gen10 due to some sync errors. Please take care of the contact update and open a case, ensuring Derek is the one to follow-up further and notify him rega... | We just received a request from Globex. They want to swap their primary contact to Derek Blake immediately. Also, they are seeing failures on their HPE ProLiant DL380 Gen10 due to some sync errors. Please take care of the contact update and open a case, ensuring Derek is the one to follow-up further and notify him rega... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251212_011224_384_accab84d_4ad9b557.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 53,306 | 2,274 | 3,617 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Case opened for HPE ProLiant DL380 Gen10 with Derek as the contact":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"quer... | enterprise-ops-gym |
task_20251224_112727_844_701c5774_58c1bbfb | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | I registered to the hr system with a working email jessicabrown@servicenow.com. But I am unable to update my skills. I would like to add the following skills to my list: HR Benefits, HR Data Privacy, HR Policy. Please check do I already have them. If not, check that these skills are available and active. If they are, l... | [
"list_user_skills",
"list_skills",
"send_message",
"list_users",
"get_user_using_email"
] | [] | /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 message is sent as requested", "description": "Check that the message is sent as requested", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from messages m join message_parts mp on mp.message_id = m.id join message_headers mh on ... | eog-gpt-5.5-2026-04-23-oh-task_20251224_112727_844_701c5774_58c1bbfb | I registered to the hr system with a working email jessicabrown@servicenow.com. But I am unable to update my skills. I would like to add the following skills to my list: HR Benefits, HR Data Privacy, HR Policy. Please check do I already have them. If not, check that these skills are available and active. If they are, l... | I registered to the hr system with a working email jessicabrown@servicenow.com. But I am unable to update my skills. I would like to add the following skills to my list: HR Benefits, HR Data Privacy, HR Policy. Please check do I already have them. If not, check that these skills are available and active. If they are, l... | 12 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251224_112727_844_701c5774_58c1bbfb.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 86,261 | 6,832 | 8,334 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Check that the message is sent as requested":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 3","expected":3,"passed":false,"query":"select count(*)... | enterprise-ops-gym |
task_20251222_124541_619_64a4ebb9_abb23ceb | 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. | Provision the new server 'AI_Compute_Node_01' for owner 'joanne.simpson@servicenow.com'.
1. Identify the user and the location 'NYC Sales Office' in ITSM.
2. Register the new Configuration Item (CI) with:
- Name: 'AI_Compute_Node_01'
- Serial Number: 'AI-SRV-2025-X99'
- Status: 'in_stock'
- Cost: 15000
3. ... | [
"register_configuration_item",
"create_comments",
"update_files",
"get_user_using_email",
"create_file",
"find_location_by_given_name",
"update_configuration_item"
] | [] | /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_1765211066177_klym6f8bt.sql", "context": {"x-auth-token": "ya29.E79oYmqohz4_yuNhAYfz7UsMx_YpFIXLCr1kMAgGtrvs9aINJEW2HfI54QtDpnvBx6yx7zaZkX9Y2Nekrf6VGmITgDUfwm... | [{"verifier_type": "database_state", "name": "Verify Asset Registered", "description": "Checks CMDB for the asset with the updated name.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM configuration_item WHERE serial_number = 'AI-SRV-2025-X99' AND name = 'AI_Compute_Node_01 [Docs Link... | eog-gpt-5.5-2026-04-23-oh-task_20251222_124541_619_64a4ebb9_abb23ceb | Provision the new server 'AI_Compute_Node_01' for owner 'joanne.simpson@servicenow.com'.
1. Identify the user and the location 'NYC Sales Office' in ITSM.
2. Register the new Configuration Item (CI) with:
- Name: 'AI_Compute_Node_01'
- Serial Number: 'AI-SRV-2025-X99'
- Status: 'in_stock'
- Cost: 15000
3. ... | Provision the new server 'AI_Compute_Node_01' for owner 'joanne.simpson@servicenow.com'.
1. Identify the user and the location 'NYC Sales Office' in ITSM.
2. Register the new Configuration Item (CI) with:
- Name: 'AI_Compute_Node_01'
- Serial Number: 'AI-SRV-2025-X99'
- Status: 'in_stock'
- Cost: 15000
3. ... | 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_20251222_124541_619_64a4ebb9_abb23ceb.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 23,188 | 524 | 1,188 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Verify Asset Owner & Location":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM configurat... | enterprise-ops-gym |
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