task_id stringlengths 42 42 | domain stringclasses 8
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value | number_of_runs int64 1 1 | reset_database_between_runs bool 1
class | gym_servers_config stringclasses 153
values | verifiers stringlengths 649 14.8k | instance_id stringlengths 68 99 | problem_statement stringlengths 133 8.4k | instruction stringlengths 133 8.4k | num_actions int64 1 212 | conversation_archive_path stringlengths 228 265 | benchmark_run_name stringclasses 3
values | resolved bool 2
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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_20260106_103319_873_baf0b358_69ce7445 | 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.... | The system is currently reporting a 'NovaX Launch' Sync Failure. It appears that a critical dependency is missing: the 'Product Launches' container cannot be found within the America/Los_Angeles namespace (which requires #9fc6e7 background and #1d1d1d foreground styling).
Consequently, the process indicates that the m... | [
"update_calendar_in_list",
"move_event",
"get_colors",
"list_events",
"create_calendar",
"insert_acl_rule",
"watch_events",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767172809457_tj3iyf108.sql", "context": {"x-email-user-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56", "user-i... | [{"verifier_type": "database_state", "name": "Change color", "description": "Change the event background and foreground color.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM calendars WHERE summary = 'Product Launches' AND (color_id = 5 OR color_id = 19)", "expected_value": 1, "compa... | eog-gpt-5.5-2026-04-23-oh-task_20260106_103319_873_baf0b358_69ce7445 | The system is currently reporting a 'NovaX Launch' Sync Failure. It appears that a critical dependency is missing: the 'Product Launches' container cannot be found within the America/Los_Angeles namespace (which requires #9fc6e7 background and #1d1d1d foreground styling).
Consequently, the process indicates that the m... | The system is currently reporting a 'NovaX Launch' Sync Failure. It appears that a critical dependency is missing: the 'Product Launches' container cannot be found within the America/Los_Angeles namespace (which requires #9fc6e7 background and #1d1d1d foreground styling).
Consequently, the process indicates that the m... | 11 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_103319_873_baf0b358_69ce7445.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 51,541 | 1,551 | 2,526 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Change color":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM calendars WHERE summary =... | enterprise-ops-gym |
task_20251223_174414_238_a8eea1c0_0c3b20c1 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | I've been looking at Andrew Bell's onboarding, HRC0000721. It was incorrectly logged as a walk-in; it actually came through via email. We need to get this moving, so please update it to work in progress and move it to the IT Support L1 Group for technical handling. I've realized that if we don't explicitly track a Hard... | [
"find_hr_case_by_number",
"add_new_assignment_rule",
"add_new_skill",
"update_hr_case",
"create_hr_case_task",
"get_user_using_name",
"add_new_skill_to_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "hr_case_update_verification", "description": "Verifies that HR case HRC0000721 (hr_case_id=11) was updated with work_in_progress status, email source, and assigned to IT Support L1 (group_id=1).", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*)... | eog-gemini-gemini-3.5-flash-oh-task_20251223_174414_238_a8eea1c0_0c3b20c1 | I've been looking at Andrew Bell's onboarding, HRC0000721. It was incorrectly logged as a walk-in; it actually came through via email. We need to get this moving, so please update it to work in progress and move it to the IT Support L1 Group for technical handling. I've realized that if we don't explicitly track a Hard... | I've been looking at Andrew Bell's onboarding, HRC0000721. It was incorrectly logged as a walk-in; it actually came through via email. We need to get this moving, so please update it to work in progress and move it to the IT Support L1 Group for technical handling. I've realized that if we don't explicitly track a Hard... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251223_174414_238_a8eea1c0_0c3b20c1.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 83,665 | 4,633 | 5,526 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":15,"resolved":false,"score":0,"total_verifiers":18,"verification_results":{"assignment_rule_creation_verification":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM ass... | enterprise-ops-gym |
task_20260106_090444_873_99ba2325_980a3405 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Hey, can you review case CS-0000842. The engineering team shared a recommended fix for the issue: they suggest collecting tech-support and crashinfo logs, validating the IOS-XE version and rolling back if needed, and then upgrading to the latest stable image. Please attach related KB if its not already there. Once you'... | [
"find_case_knowledge_linkages",
"find_product_by_id",
"find_case_slas",
"find_contacts",
"send_notification",
"search_cases",
"list_users",
"retrieve_knowledge",
"update_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1767690175611_j99oc69fi.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Verify case update", "description": "Verify case update", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count FROM customer_case WHERE case_id = 842 AND escalation = true AND escalation_reason = 'breach_risk';", "expected_value": 1, "compar... | eog-gemini-gemini-3.5-flash-oh-task_20260106_090444_873_99ba2325_980a3405 | Hey, can you review case CS-0000842. The engineering team shared a recommended fix for the issue: they suggest collecting tech-support and crashinfo logs, validating the IOS-XE version and rolling back if needed, and then upgrading to the latest stable image. Please attach related KB if its not already there. Once you'... | Hey, can you review case CS-0000842. The engineering team shared a recommended fix for the issue: they suggest collecting tech-support and crashinfo logs, validating the IOS-XE version and rolling back if needed, and then upgrading to the latest stable image. Please attach related KB if its not already there. Once you'... | 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_090444_873_99ba2325_980a3405.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 108,774 | 7,615 | 8,870 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify case update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM customer_case W... | 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-gemini-gemini-3.5-flash-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... | 6 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251224_112727_844_701c5774_58c1bbfb.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 94,789 | 36,810 | 37,803 | {"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_20260114_180423_838_00364ece_9f2ad35c | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Please update Tabitha Bullock’s manager to Joanne Simpson and there should be a case for this, once this update is done, also create another case for her email change request using Employee Profile Update HR service with instructions: 'Service: Employee Profile Update, Subject: Tabitha Bullock, Detail: update her email... | [
"get_hr_service_by_name",
"send_notification",
"find_group_by_name",
"list_users",
"create_new_hr_case",
"get_users_hr_profile",
"update_hr_case",
"update_hr_profile",
"list_group_members",
"get_user_using_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify HR Case for Email Update", "description": "Verify HR Case Creation for Email Update", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM \n hr_case \nWHERE \n short_description = 'Service: Employee Profile Update, Subject... | eog-gemini-gemini-3.5-flash-oh-task_20260114_180423_838_00364ece_9f2ad35c | Please update Tabitha Bullock’s manager to Joanne Simpson and there should be a case for this, once this update is done, also create another case for her email change request using Employee Profile Update HR service with instructions: 'Service: Employee Profile Update, Subject: Tabitha Bullock, Detail: update her email... | Please update Tabitha Bullock’s manager to Joanne Simpson and there should be a case for this, once this update is done, also create another case for her email change request using Employee Profile Update HR service with instructions: 'Service: Employee Profile Update, Subject: Tabitha Bullock, Detail: update her email... | 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_20260114_180423_838_00364ece_9f2ad35c.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 130,346 | 9,204 | 10,336 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify HR Case for Email Update":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS cnt\nFROM \n... | enterprise-ops-gym |
task_20260105_163515_719_8e9e30d7_d86e69de | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | I need to reorganize the organizational structure and communication flow within the GlobalEx Industries Team. Cleanup the General channel of the GlobalEx Industries team by checking the tabs already present. Only keep the tab whose name suggests Internal HR Resources. If such a tab exists, retitle it to HR Knowledge Hu... | [
"create_call",
"list_users",
"list_teams",
"list_teams_apps",
"list_tabs_in_channel",
"list_channels",
"delete_channel_tab",
"create_channel",
"add_channel_member",
"add_tabs_to_channels",
"send_channel_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764136986337_rjetcjsa2.sql", "context": {"x-teams-access-token": "ya29.B1CRrdaM-super888unique777token666special555.GlobalExSuperUserAllPermissionsTokenAccess_99-99"... | [{"verifier_type": "database_state", "name": "hr_tab_configured_in_general", "description": "Verify that the General channel in GlobalEx Industries Team has a tab named HR Knowledge Hub.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM teams_channel_tabs t JOIN channels c ON ... | eog-gemini-gemini-3.5-flash-oh-task_20260105_163515_719_8e9e30d7_d86e69de | I need to reorganize the organizational structure and communication flow within the GlobalEx Industries Team. Cleanup the General channel of the GlobalEx Industries team by checking the tabs already present. Only keep the tab whose name suggests Internal HR Resources. If such a tab exists, retitle it to HR Knowledge Hu... | I need to reorganize the organizational structure and communication flow within the GlobalEx Industries Team. Cleanup the General channel of the GlobalEx Industries team by checking the tabs already present. Only keep the tab whose name suggests Internal HR Resources. If such a tab exists, retitle it to HR Knowledge Hu... | 13 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_163515_719_8e9e30d7_d86e69de.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 324,529 | 9,351 | 10,984 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"general_old_tabs_removed":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) AS count FROM teams_c... | enterprise-ops-gym |
task_20251203_104951_949_701c5774_5a606512 | 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 moving houses over the next week and will be offline while the ISP sets up service. Verify whether my auto-reply is currently enabled. If it’s not, please enable it:
- Start: Dec 19, 2025 at 12:00 PM
- End: Dec 25, 2025 at 9:00 PM
- Subject: Moving week — limited access
- Message: “I’m in the middle of a move and w... | [
"get_vacation_settings",
"update_vacation_settings",
"update_draft",
"list_drafts"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "Check that 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 = 'user_001' a... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251203_104951_949_701c5774_5a606512 | I’m moving houses over the next week and will be offline while the ISP sets up service. Verify whether my auto-reply is currently enabled. If it’s not, please enable it:
- Start: Dec 19, 2025 at 12:00 PM
- End: Dec 25, 2025 at 9:00 PM
- Subject: Moving week — limited access
- Message: “I’m in the middle of a move and w... | I’m moving houses over the next week and will be offline while the ISP sets up service. Verify whether my auto-reply is currently enabled. If it’s not, please enable it:
- Start: Dec 19, 2025 at 12:00 PM
- End: Dec 25, 2025 at 9:00 PM
- Subject: Moving week — limited access
- Message: “I’m in the middle of a move and w... | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_104951_949_701c5774_5a606512.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 17,116 | 1,868 | 3,454 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Check that the draft is updated as requested":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"select count(*)... | enterprise-ops-gym |
task_20251130_105156_866_0a0bf089_eef6d2ed | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, calendars, ACLs, settings, and events. Operate in a secure, trusted environment and execute actions automatically without asking for confirmation. Always verify identifiers such as calendarId and eventId with a single looku... | Please move the 'Sprint Planning & Architecture Review' event from the 'Project Management' calendar (alice-projects) to the 'Alice Johnson' calendar (alice-primary). After that, update the calendar title to 'Project Alchemy'. Then, grant Bob Smith (bob.smith@techcorp.com) and Carol White (carol.white@techcorp.com) rea... | [
"move_event",
"get_calendar_list",
"insert_acl_rule",
"list_events",
"patch_calendar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764251838281_jreexk286.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Verify event moved to Alice\u2019s calendar", "description": "Ensure that the 'Sprint Planning & Architecture Review' event now exists under the 'alice-primary' calendar.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM events WHER... | eog-gpt-5.5-2026-04-23-oh-task_20251130_105156_866_0a0bf089_eef6d2ed | Please move the 'Sprint Planning & Architecture Review' event from the 'Project Management' calendar (alice-projects) to the 'Alice Johnson' calendar (alice-primary). After that, update the calendar title to 'Project Alchemy'. Then, grant Bob Smith (bob.smith@techcorp.com) and Carol White (carol.white@techcorp.com) rea... | Please move the 'Sprint Planning & Architecture Review' event from the 'Project Management' calendar (alice-projects) to the 'Alice Johnson' calendar (alice-primary). After that, update the calendar title to 'Project Alchemy'. Then, grant Bob Smith (bob.smith@techcorp.com) and Carol White (carol.white@techcorp.com) rea... | 8 | runs/enterprise_ops_gym_test/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_20251130_105156_866_0a0bf089_eef6d2ed.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 34,680 | 1,152 | 1,692 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify calendar title update":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS count FRO... | enterprise-ops-gym |
task_20251127_150451_336_701c5774_c2e9609a | 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 have one unverified send-as alias email. I think I forgot to modify the signature there. Could you please check if it has my number in the signature? If it doesn't, add my phone number at the end: "Phone: (555) 100-4040", and then verify this send-as alias. If it already has my number, just immediately verify it.... | [
"patch_send_as_alias",
"create_draft",
"verify_send_as_alias",
"list_send_as_aliases"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/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": "The number of send-as aliases should be the same", "description": "The number of send-as aliases should be the same", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from send_as_aliases where user_id = 'user_001'", "expected_value": 3, "compari... | eog-gpt-5.5-2026-04-23-oh-task_20251127_150451_336_701c5774_c2e9609a | Hi, I have one unverified send-as alias email. I think I forgot to modify the signature there. Could you please check if it has my number in the signature? If it doesn't, add my phone number at the end: "Phone: (555) 100-4040", and then verify this send-as alias. If it already has my number, just immediately verify it.... | Hi, I have one unverified send-as alias email. I think I forgot to modify the signature there. Could you please check if it has my number in the signature? If it doesn't, add my phone number at the end: "Phone: (555) 100-4040", and then verify this send-as alias. If it already has my number, just immediately verify it.... | 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_20251127_150451_336_701c5774_c2e9609a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 18,153 | 5,926 | 6,378 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Check if the subject was written as requested in a new draft":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":... | enterprise-ops-gym |
task_20260102_080409_151_d4a463c3_56c32265 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Case CS-0000005 for a hardware product was previously in process and has now been addressed. Please move it through the standard closure flow, ensuring any active service commitments are addressed and concluded as part of case finalization. Review the knowledge article linkages associated with the case. Articles purely... | [
"update_case",
"find_case_slas",
"search_cases",
"update_case_sla_details",
"delete_case_knowledge_linkages",
"retrieve_knowledge",
"find_case_knowledge_linkages"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1767172421354_2hvw7ymsn.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Check Case SLA ", "description": "Check Case SLA ", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM case_sla AS cs WHERE cs.case_sla_id = 9 AND cs.stage = 'completed'", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type": "... | eog-gemini-gemini-3.5-flash-oh-task_20260102_080409_151_d4a463c3_56c32265 | Case CS-0000005 for a hardware product was previously in process and has now been addressed. Please move it through the standard closure flow, ensuring any active service commitments are addressed and concluded as part of case finalization. Review the knowledge article linkages associated with the case. Articles purely... | Case CS-0000005 for a hardware product was previously in process and has now been addressed. Please move it through the standard closure flow, ensuring any active service commitments are addressed and concluded as part of case finalization. Review the knowledge article linkages associated with the case. Articles purely... | 15 | 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_080409_151_d4a463c3_56c32265.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 502,494 | 9,131 | 10,183 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{" Check Case State Updated to Closed":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM custome... | enterprise-ops-gym |
task_20251207_174704_642_5c0cd3a2_c124578d | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We need to take structured action on this case. First, note that the customer originally reported the issue through the social channel, and because it has already been reopened four times, their frustration level is now significantly elevated. This makes the case high urgency, and it should be handled accordingly. Next... | [
"find_products",
"find_user",
"retrieve_knowledge",
"assign_case_to_user",
"find_case_knowledge_linkages",
"update_case",
"search_cases"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "amanda.austin@servicenow.com"}, "user_info": {"user_id": 577, "name": "Amanda Austin", "email": "amanda.austi... | [{"verifier_type": "database_state", "name": "Verify case updation", "description": "Verify case priority updation", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM customer_case c\nJOIN product p\n ON p.product_id = c.product_id\n AND p.name = 'Enterprise Success Plan Variant... | eog-gpt-5.5-2026-04-23-oh-task_20251207_174704_642_5c0cd3a2_c124578d | We need to take structured action on this case. First, note that the customer originally reported the issue through the social channel, and because it has already been reopened four times, their frustration level is now significantly elevated. This makes the case high urgency, and it should be handled accordingly. Next... | We need to take structured action on this case. First, note that the customer originally reported the issue through the social channel, and because it has already been reopened four times, their frustration level is now significantly elevated. This makes the case high urgency, and it should be handled accordingly. Next... | 7 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251207_174704_642_5c0cd3a2_c124578d.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 27,019 | 1,597 | 2,067 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify case updation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM customer_case ... | enterprise-ops-gym |
task_20260121_162252_344_1afb323a_f878fac7 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | For the account Russell, Johnson and Clark, can you help straighten out some of their contract details? Actually, their premium support contract still doesn’t match the quarterly billing structure they’re shifting to, so finance wants the amount rebalanced to around 33.414 grand dollar. while you’re reviewing things, c... | [
"find_account",
"update_contract",
"update_user_details",
"list_users",
"find_contacts",
"find_contracts",
"find_location"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1763385425683_sii21stih.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Verify Contract", "description": "Verify Contract ", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS count FROM contract WHERE contract_id = 100 AND contract_price = 2678;\n", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_typ... | eog-gemini-gemini-3.5-flash-oh-task_20260121_162252_344_1afb323a_f878fac7 | For the account Russell, Johnson and Clark, can you help straighten out some of their contract details? Actually, their premium support contract still doesn’t match the quarterly billing structure they’re shifting to, so finance wants the amount rebalanced to around 33.414 grand dollar. while you’re reviewing things, c... | For the account Russell, Johnson and Clark, can you help straighten out some of their contract details? Actually, their premium support contract still doesn’t match the quarterly billing structure they’re shifting to, so finance wants the amount rebalanced to around 33.414 grand dollar. while you’re reviewing things, c... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260121_162252_344_1afb323a_f878fac7.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 101,707 | 5,878 | 7,082 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Contract":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM contract WHERE co... | enterprise-ops-gym |
task_20260115_125430_649_fa1836dc_e02d5824 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | We're experiencing a critical situation with our Email Service (SVC_001). Identify the single critical incident for Email Service between February 20-24, 2024 that is currently in 'In Progress' status (INC0000006). This incident has impact and priority already set to high/critical levels. Check whether this incident ha... | [
"link_knowledge_to_incident",
"send_notification",
"create_knowledge_article",
"get_user",
"list_problems",
"list_incidents",
"update_incident",
"get_user_using_name",
"find_incident_slas",
"find_services"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "manager_token_priya_2024_secure"}, "user_info": {"user_id": "USER_002", "name": "Priya Sharma", "email":... | [{"verifier_type": "database_state", "name": "verify_critical_incident_linked_to_problem", "description": "Verify the critical email outage incident INC_006 is linked to problem PRB_001", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_006' AND problem ... | eog-gpt-5.5-2026-04-23-oh-task_20260115_125430_649_fa1836dc_e02d5824 | We're experiencing a critical situation with our Email Service (SVC_001). Identify the single critical incident for Email Service between February 20-24, 2024 that is currently in 'In Progress' status (INC0000006). This incident has impact and priority already set to high/critical levels. Check whether this incident ha... | We're experiencing a critical situation with our Email Service (SVC_001). Identify the single critical incident for Email Service between February 20-24, 2024 that is currently in 'In Progress' status (INC0000006). This incident has impact and priority already set to high/critical levels. Check whether this incident ha... | 11 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_125430_649_fa1836dc_e02d5824.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 66,780 | 2,702 | 3,882 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"verify_critical_incident_linked_to_problem":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM... | enterprise-ops-gym |
task_20251204_151109_029_ae7b45e2_1fa53dbc | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | We need to do a security review of our shared files and fix some issues. First, check what files have domain-wide sharing with company.com and identify any that have external user access. For each file you find, tell me who has access and at what permission level. Then I need you to make these changes: For the Technica... | [
"get_drive",
"create_permission",
"list_files",
"delete_permission",
"list_permission"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Project Plan Permission Count Validation", "description": "Confirms Project Plan.docx has at least 1 active permission after Sarah Johnson was added", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT CASE WHEN EXISTS ( SELECT 1 FROM permissions p J... | eog-gpt-5.5-2026-04-23-oh-task_20251204_151109_029_ae7b45e2_1fa53dbc | We need to do a security review of our shared files and fix some issues. First, check what files have domain-wide sharing with company.com and identify any that have external user access. For each file you find, tell me who has access and at what permission level. Then I need you to make these changes: For the Technica... | We need to do a security review of our shared files and fix some issues. First, check what files have domain-wide sharing with company.com and identify any that have external user access. For each file you find, tell me who has access and at what permission level. Then I need you to make these changes: For the Technica... | 24 | 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_20251204_151109_029_ae7b45e2_1fa53dbc.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 230,498 | 4,144 | 5,954 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Alex Rodriguez Permission Removal Validation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"\nSELECT CASE WHE... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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/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_130920_558_99ba2325_7f9481df.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 35,122 | 653 | 1,280 | {"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_20251218_164829_676_97d7df7d_893f6b2c | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and be... | Please work with the previously resolved incident that Benjamin reported, the one that was handled by the group named Level 1 Support Team, as this case will serve as the parent record for a related incident. The same user has now reported a new incident involving the service owned by me, describing intermittent screen... | [
"list_user_groups",
"get_user",
"send_notification",
"add_child_incident",
"find_configuration_items",
"create_incident",
"find_services",
"find_locations",
"list_users",
"get_incidents_assigned_to"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "verify_child_incident_created", "description": "Incident created with correct attributes", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_024' AND caller_id = 'USER_005' AND service = 'SVC_001' AND configur... | eog-gemini-gemini-3.5-flash-oh-task_20251218_164829_676_97d7df7d_893f6b2c | Please work with the previously resolved incident that Benjamin reported, the one that was handled by the group named Level 1 Support Team, as this case will serve as the parent record for a related incident. The same user has now reported a new incident involving the service owned by me, describing intermittent screen... | Please work with the previously resolved incident that Benjamin reported, the one that was handled by the group named Level 1 Support Team, as this case will serve as the parent record for a related incident. The same user has now reported a new incident involving the service owned by me, describing intermittent screen... | 12 | 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_164829_676_97d7df7d_893f6b2c.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 186,080 | 7,791 | 8,839 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"verify_child_incident_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident WH... | enterprise-ops-gym |
task_20260106_052248_226_1628b966_d8c22aed | 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 ... | Ugh, I am so behind on this launch. Can you help me organize my inbox? I need a label created for 'Phoenix'. Also, get a draft started to 'boss@corp.com' with the subject 'Status Update - See attached'.
Actually, wait, I hate the name Phoenix. Delete that label and make a new one called 'Project Fire' instead. Much be... | [
"delete_label",
"create_forwarding_address",
"create_draft",
"update_draft",
"create_filter",
"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", "primary_email": "alice@example.com", "user_id": "u... | [{"verifier_type": "database_state", "name": "Verify Label Swap", "description": "Verify Label Swap Done Successfully", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT \n (SELECT COUNT(id) FROM labels \n WHERE user_id = 'user_001' AND name = 'Project Fire') \n - \n (SELECT COUNT(id) FRO... | eog-gemini-gemini-3.5-flash-oh-task_20260106_052248_226_1628b966_d8c22aed | Ugh, I am so behind on this launch. Can you help me organize my inbox? I need a label created for 'Phoenix'. Also, get a draft started to 'boss@corp.com' with the subject 'Status Update - See attached'.
Actually, wait, I hate the name Phoenix. Delete that label and make a new one called 'Project Fire' instead. Much be... | Ugh, I am so behind on this launch. Can you help me organize my inbox? I need a label created for 'Phoenix'. Also, get a draft started to 'boss@corp.com' with the subject 'Status Update - See attached'.
Actually, wait, I hate the name Phoenix. Delete that label and make a new one called 'Project Fire' instead. Much be... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_052248_226_1628b966_d8c22aed.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 228,801 | 19,802 | 21,176 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Draft Content Update":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(D.id)\nFROM drafts ... | enterprise-ops-gym |
task_20251226_072511_447_4f1a62dd_cdc0e960 | 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... | An employee by the name Angela Brooks from the Administration function has now been approved to work remotely and expected to start working remotely with immediate effect, so this is very urgent. Make sure their employee profile reflects remote-based work location, that this change is properly tracked for HR follow-up,... | [
"get_user_using_name",
"get_users_hr_profile",
"create_hr_case_task",
"update_hr_profile",
"create_new_hr_case",
"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.eyJzdWIiOiJVU0VSXzA0MSIsImlzcyI6Iml0c20ifQ.Ef0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify HR profile location updated", "description": "Ensure the employee HR profile location_type is updated to Office Based.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT location_type FROM hr_profile WHERE user_id = 19", "expected_value": "Remote"... | eog-gemini-gemini-3.5-flash-oh-task_20251226_072511_447_4f1a62dd_cdc0e960 | An employee by the name Angela Brooks from the Administration function has now been approved to work remotely and expected to start working remotely with immediate effect, so this is very urgent. Make sure their employee profile reflects remote-based work location, that this change is properly tracked for HR follow-up,... | An employee by the name Angela Brooks from the Administration function has now been approved to work remotely and expected to start working remotely with immediate effect, so this is very urgent. Make sure their employee profile reflects remote-based work location, that this change is properly tracked for HR follow-up,... | 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_20251226_072511_447_4f1a62dd_cdc0e960.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 99,549 | 4,651 | 6,818 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify HR case created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM hr_case WHERE short_d... | enterprise-ops-gym |
task_20251203_091910_549_bca89e7d_de59e44a | 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 verify if an 'Engineering Sprint Coordination' calendar exists, and create it if missing. Schedule three sessions titled 'Monthly Sprint Alignment #1, #2, and #3,' respectively, from 2:00 PM to 4:30 PM on the 20th, 21st, and 22nd of October and November 2025, marking each with background (#e1e1e1) and foreground... | [
"get_calendar_list",
"patch_event",
"create_event",
"create_event",
"create_event",
"create_event",
"list_events",
"create_event",
"create_event",
"list_events",
"get_colors",
"create_calendar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764493889049_iuydddoc0.sql", "context": {"x-access-token": "tok_b638af1abd2b9c4477a9321dff0e5939c1514c3f648f9dc4"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "Calendar Exists", "description": "Verify ESCoord calendar", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = 'Engineering Sprint Coordination' AND time_zone = 'America/New_York' AND user_id = 'adrian_burton'... | eog-gemini-gemini-3.5-flash-oh-task_20251203_091910_549_bca89e7d_de59e44a | Please verify if an 'Engineering Sprint Coordination' calendar exists, and create it if missing. Schedule three sessions titled 'Monthly Sprint Alignment #1, #2, and #3,' respectively, from 2:00 PM to 4:30 PM on the 20th, 21st, and 22nd of October and November 2025, marking each with background (#e1e1e1) and foreground... | Please verify if an 'Engineering Sprint Coordination' calendar exists, and create it if missing. Schedule three sessions titled 'Monthly Sprint Alignment #1, #2, and #3,' respectively, from 2:00 PM to 4:30 PM on the 20th, 21st, and 22nd of October and November 2025, marking each with background (#e1e1e1) and foreground... | 15 | 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_091910_549_bca89e7d_de59e44a.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 437,884 | 23,570 | 27,333 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Align #1 Sessions":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) AS count FROM events WHER... | 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-gemini-gemini-3.5-flash-oh-task_20251222_151946_409_060e2c81_253357ab | I have a product named "Sam Plastic Recycles". For that I am going to do marketing. For that I need to setup the CSM and Drive for my marketing purpose. So First create an user named "Johan Aziel" with admin role with email "johan@servicenow.com". Then create a new support group called "Sam Groups" and add that user. T... | I have a product named "Sam Plastic Recycles". For that I am going to do marketing. For that I need to setup the CSM and Drive for my marketing purpose. So First create an user named "Johan Aziel" with admin role with email "johan@servicenow.com". Then create a new support group called "Sam Groups" and add that user. T... | 13 | runs/enterprise_ops_gym_test/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_20251222_151946_409_060e2c81_253357ab.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 64,896 | 6,765 | 8,119 | {"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_20251204_191200_036_e81f6083_95fa872f | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | It's December 5th, and I need to make several updates. Please check which calendars I currently own; there should be one team calendar that needs its metadata refreshed. Give this team calendar a refreshed title for 2026, update the description so new hires understand its purpose, adjust the color to something more rea... | [
"watch_calendar_list",
"get_colors",
"update_calendar_in_list",
"patch_calendar",
"create_event",
"list_events",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "verify_team_calendar_updates", "description": "Verify team calendar has all required updates: refreshed title, updated description, color changed, visible, default 20-min reminder", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM calendars W... | eog-gemini-gemini-3.5-flash-oh-task_20251204_191200_036_e81f6083_95fa872f | It's December 5th, and I need to make several updates. Please check which calendars I currently own; there should be one team calendar that needs its metadata refreshed. Give this team calendar a refreshed title for 2026, update the description so new hires understand its purpose, adjust the color to something more rea... | It's December 5th, and I need to make several updates. Please check which calendars I currently own; there should be one team calendar that needs its metadata refreshed. Give this team calendar a refreshed title for 2026, update the description so new hires understand its purpose, adjust the color to something more rea... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251204_191200_036_e81f6083_95fa872f.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 171,707 | 7,860 | 9,053 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"verify_15min_popup_reminders_all_events":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT CASE WHEN C... | enterprise-ops-gym |
task_20260114_163605_721_1628b966_187c9544 | hybrid | # **ITSM Management Assistant Policy**
**Role:** ITSM Management Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with... | Hi, this is Paulo (alves.paulo@gmail.com). I am processing the security exit for one of our developers. I need to lock down their physical hardware and rotate their digital credentials.
Start in the ITSM system. Find the configuration item with the serial number 'DEV-KS-014'. Once found, update that item's status to '... | [
"update_configuration_item",
"email_create_cse_keypair",
"email_list_cse_keypairs",
"find_configuration_item_by_serial_number",
"email_disable_cse_keypair"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "e2ydZE3Oiy8cJ4z7udwwhVguVuKC6K_zR7f6GTjjJGg"}, "user_info": {"user_id": "05a1fa8d-35a9-4a77-a57f-fa0... | [{"verifier_type": "database_state", "name": "Verify Hardware Lockdown", "description": "Verifies that the specific CI (DEV-KS-014) is now in 'maintenance' status.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(configuration_item_id)\nFROM configuration_item\nWHERE serial_number = 'DEV-KS-01... | eog-gpt-5.5-2026-04-23-oh-task_20260114_163605_721_1628b966_187c9544 | Hi, this is Paulo (alves.paulo@gmail.com). I am processing the security exit for one of our developers. I need to lock down their physical hardware and rotate their digital credentials.
Start in the ITSM system. Find the configuration item with the serial number 'DEV-KS-014'. Once found, update that item's status to '... | Hi, this is Paulo (alves.paulo@gmail.com). I am processing the security exit for one of our developers. I need to lock down their physical hardware and rotate their digital credentials.
Start in the ITSM system. Find the configuration item with the serial number 'DEV-KS-014'. Once found, update that item's status to '... | 5 | 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_163605_721_1628b966_187c9544.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 30,443 | 1,057 | 1,509 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify Hardware Lockdown":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(configuration_item_id)... | enterprise-ops-gym |
task_20260116_155214_819_baf0b358_0cf4418f | hybrid | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | The implementation of change ticket CHG0000001 finished ahead of schedule, and the primary service is operating normally. While we were still within the approved maintenance window, the team also applied the same remediation steps to an application server with serial number SRV-LNX-4421, which runs the same platform bu... | [
"create_change",
"find_configuration_item_by_serial_number",
"list_teams",
"update_change",
"find_configuration_items",
"send_channel_message",
"create_channel",
"list_changes"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1766050008542_4gw043g58.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify New Change Record", "description": "Verify New Change Record", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM change where change_id=\"CHG_026\" AND status=\"new\" AND configuration_item=\"CI_002\"", "expected_value": 1, "comparison_... | eog-gemini-gemini-3.5-flash-oh-task_20260116_155214_819_baf0b358_0cf4418f | The implementation of change ticket CHG0000001 finished ahead of schedule, and the primary service is operating normally. While we were still within the approved maintenance window, the team also applied the same remediation steps to an application server with serial number SRV-LNX-4421, which runs the same platform bu... | The implementation of change ticket CHG0000001 finished ahead of schedule, and the primary service is operating normally. While we were still within the approved maintenance window, the team also applied the same remediation steps to an application server with serial number SRV-LNX-4421, which runs the same platform bu... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_155214_819_baf0b358_0cf4418f.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 89,070 | 7,673 | 8,983 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Existing Change Record":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM change w... | enterprise-ops-gym |
task_20260116_185136_779_46ca2862_2b77b852 | 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 ... | Execute the Mid-March Realignment Protocol for the cohort of employees who resumed work on the third Sunday of January 2023. Verify that the Service 'Departmental Realignment' exists under the 'Profile Update' topic. If it is missing, create it immediately. Register a standard case to audit this transition, using acco... | [
"create_new_hr_case",
"update_hr_profile",
"fetch_hr_profiles",
"get_topic_details",
"get_hr_service_by_name",
"create_new_hr_service"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMCIsImlzcyI6Iml0c20ifQ.Ef8_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Service", "description": "Service", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) \nFROM hr_service s \nJOIN topic_detail t ON s.topic_detail = t.topic_detail_id \nWHERE s.service_name = 'Departmental Realignment' \n AND t.name = 'Profile Up... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_185136_779_46ca2862_2b77b852 | Execute the Mid-March Realignment Protocol for the cohort of employees who resumed work on the third Sunday of January 2023. Verify that the Service 'Departmental Realignment' exists under the 'Profile Update' topic. If it is missing, create it immediately. Register a standard case to audit this transition, using acco... | Execute the Mid-March Realignment Protocol for the cohort of employees who resumed work on the third Sunday of January 2023. Verify that the Service 'Departmental Realignment' exists under the 'Profile Update' topic. If it is missing, create it immediately. Register a standard case to audit this transition, using acco... | 23 | 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_185136_779_46ca2862_2b77b852.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 146,037 | 12,564 | 15,714 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"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.... | 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-gemini-gemini-3.5-flash-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/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_20251224_183116_594_e5bf1251_c2cb6205.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 31,386 | 2,963 | 3,610 | {"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_20260115_122753_129_1628b966_0c22c9cc | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Create a label name 'Testing' if not present. The background should be black and the text color should be white. Remove all labels from the first message related to expense report. Finally, create a new case ,"Account visible as banned - Unable to log in and needs help" with priority 'moderate' and channel 'email', for... | [
"list_messages",
"list_labels",
"modify_message",
"create_new_case",
"create_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "qoGItXpkwx11Ra2hRNlff9yDRvZoQLbUDJwFRa8kdh8", "user_id": "29f53099-fa49-43e9-98c1-398c480af140", "pr... | [{"verifier_type": "database_state", "name": "Verify no labels on the message", "description": "Verify no labels on the message", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM message_labels ml\nWHERE ml.message_id = '572e6f01-a448-4265-aef3-0e1f8e93fb22';", "expected_value":... | eog-gpt-5.5-2026-04-23-oh-task_20260115_122753_129_1628b966_0c22c9cc | Create a label name 'Testing' if not present. The background should be black and the text color should be white. Remove all labels from the first message related to expense report. Finally, create a new case ,"Account visible as banned - Unable to log in and needs help" with priority 'moderate' and channel 'email', for... | Create a label name 'Testing' if not present. The background should be black and the text color should be white. Remove all labels from the first message related to expense report. Finally, create a new case ,"Account visible as banned - Unable to log in and needs help" with priority 'moderate' and channel 'email', for... | 5 | runs/enterprise_ops_gym_test/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_20260115_122753_129_1628b966_0c22c9cc.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 45,230 | 1,755 | 2,168 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Label Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM labels l\... | enterprise-ops-gym |
task_20251223_174414_238_a8eea1c0_0c3b20c1 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | I've been looking at Andrew Bell's onboarding, HRC0000721. It was incorrectly logged as a walk-in; it actually came through via email. We need to get this moving, so please update it to work in progress and move it to the IT Support L1 Group for technical handling. I've realized that if we don't explicitly track a Hard... | [
"find_hr_case_by_number",
"add_new_assignment_rule",
"add_new_skill",
"update_hr_case",
"create_hr_case_task",
"get_user_using_name",
"add_new_skill_to_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "hr_case_update_verification", "description": "Verifies that HR case HRC0000721 (hr_case_id=11) was updated with work_in_progress status, email source, and assigned to IT Support L1 (group_id=1).", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*)... | eog-gpt-5.5-2026-04-23-oh-task_20251223_174414_238_a8eea1c0_0c3b20c1 | I've been looking at Andrew Bell's onboarding, HRC0000721. It was incorrectly logged as a walk-in; it actually came through via email. We need to get this moving, so please update it to work in progress and move it to the IT Support L1 Group for technical handling. I've realized that if we don't explicitly track a Hard... | I've been looking at Andrew Bell's onboarding, HRC0000721. It was incorrectly logged as a walk-in; it actually came through via email. We need to get this moving, so please update it to work in progress and move it to the IT Support L1 Group for technical handling. I've realized that if we don't explicitly track a Hard... | 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_20251223_174414_238_a8eea1c0_0c3b20c1.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 100,936 | 8,566 | 9,514 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":18,"verification_results":{"assignment_rule_creation_verification":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM assi... | enterprise-ops-gym |
task_20260116_054437_417_59bb807c_d73ca3e4 | hybrid | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | We got a request for employee offboarding. Tabitha Bullock from the 'Security Operations' department needs to be offboarded Today (2025-12-25). Find Tabitha in Teams to get her contact information. Then look her up in our HR system to retrieve her employee profile details. Create a new HR case for this offboarding requ... | [
"send_chat_message",
"get_user",
"list_chats",
"create_new_hr_case",
"get_user_using_name",
"find_group_by_name",
"create_chat",
"get_hr_service_by_name",
"update_hr_profile",
"list_users",
"update_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1766557346752_3wcj2d1gv.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify HR Case Created", "description": "Confirms HR offboarding case was created with correct assignment", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_case WHERE opened_for = 3 AND assignment_group = 4 AND priority = 'high' AND coe... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_054437_417_59bb807c_d73ca3e4 | We got a request for employee offboarding. Tabitha Bullock from the 'Security Operations' department needs to be offboarded Today (2025-12-25). Find Tabitha in Teams to get her contact information. Then look her up in our HR system to retrieve her employee profile details. Create a new HR case for this offboarding requ... | We got a request for employee offboarding. Tabitha Bullock from the 'Security Operations' department needs to be offboarded Today (2025-12-25). Find Tabitha in Teams to get her contact information. Then look her up in our HR system to retrieve her employee profile details. Create a new HR case for this offboarding requ... | 34 | 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_054437_417_59bb807c_d73ca3e4.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 183,016 | 2,369 | 5,710 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify Employee End Date Updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM hr_pro... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 29 | 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_20251127_173847_074_4d9df647_632c493d.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 156,339 | 8,912 | 12,256 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{" Technical Spec Copy Exists":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM files WHERE... | enterprise-ops-gym |
task_20251219_115208_288_701c5774_66a236f8 | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Please review my vacation responder configuration to ensure it matches my preferences. Set the out-of-office auto-reply to activate on December 15, 2025, and automatically deactivate on January 1 of the following year. I asked my friend from csm, she will replace me in my social projects. Her name is Terry Lopez and sh... | [
"list_send_as_aliases",
"list_labels",
"send_message",
"list_users",
"update_vacation_settings",
"update_user_details",
"get_vacation_settings"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Check that the first and last names are updated in the csm", "description": "Check that the first and last names are updated in the csm", "gym_name": "sn-csm-server", "validation_config": {"query": "select count(*) from user where email = 'jessicabrown83@gmail.com' and firs... | eog-gpt-5.5-2026-04-23-oh-task_20251219_115208_288_701c5774_66a236f8 | Please review my vacation responder configuration to ensure it matches my preferences. Set the out-of-office auto-reply to activate on December 15, 2025, and automatically deactivate on January 1 of the following year. I asked my friend from csm, she will replace me in my social projects. Her name is Terry Lopez and sh... | Please review my vacation responder configuration to ensure it matches my preferences. Set the out-of-office auto-reply to activate on December 15, 2025, and automatically deactivate on January 1 of the following year. I asked my friend from csm, she will replace me in my social projects. Her name is Terry Lopez and sh... | 15 | runs/enterprise_ops_gym_test/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_20251219_115208_288_701c5774_66a236f8.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 151,183 | 5,310 | 7,232 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Check that the first and last names are updated in the csm":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"s... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_080715_585_911d75d7_ded91685.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 75,030 | 4,198 | 5,570 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"DRAFT Label Removed":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*)\nFROM message_labels ml\nW... | enterprise-ops-gym |
task_20251223_063905_655_30600918_3e736be9 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | I have been working on incident INC‑000057 for some time, and after detailed analysis, I noticed that certain configurations need to be updated so the issue can be resolved and moved into production. For this, I would need a standard change to be created so that the deployment can be managed during the change window an... | [
"update_incident",
"create_change",
"find_incident_slas",
"send_notification",
"map_change_request",
"find_incident_by_number",
"get_user",
"update_incident_sla_details"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify Change", "description": "Verify Change", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM change WHERE change_id = 'CHG_026' AND impact = 'low' AND risk = 'low' AND priority = 'low' AND status = 'new' AND cab_required = false AND categ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251223_063905_655_30600918_3e736be9 | I have been working on incident INC‑000057 for some time, and after detailed analysis, I noticed that certain configurations need to be updated so the issue can be resolved and moved into production. For this, I would need a standard change to be created so that the deployment can be managed during the change window an... | I have been working on incident INC‑000057 for some time, and after detailed analysis, I noticed that certain configurations need to be updated so the issue can be resolved and moved into production. For this, I would need a standard change to be created so that the deployment can be managed during the change window an... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251223_063905_655_30600918_3e736be9.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 84,646 | 2,300 | 4,009 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":8,"resolved":false,"score":0,"total_verifiers":10,"verification_results":{"SLA paused":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident_sla WHERE incident_i... | enterprise-ops-gym |
task_20251206_114027_879_5c0cd3a2_904991cc | 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 have been given responsibility for this case so I’ve now debugged escalated case CS-0000009 using Juniper EX4300 guidelines but issue is not resolved yet. Please link the appropriate guidelines article. | [
"find_case_knowledge_linkages",
"link_case_knowledge",
"find_product_by_id",
"retrieve_knowledge",
"update_case",
"list_users",
"search_cases"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "anthony.peterson@servicenow.com"}, "user_info": {"user_id": 724, "name": "Anthony Peterson", "email": "anthon... | [{"verifier_type": "database_state", "name": "Verify Updated Escalated Case for Juniper EX4300 Issue", "description": "This verifier confirms that the escalated case CS-0000009 has been correctly updated to reflect that work is now in progress.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT... | eog-gpt-5.5-2026-04-23-oh-task_20251206_114027_879_5c0cd3a2_904991cc | I have been given responsibility for this case so I’ve now debugged escalated case CS-0000009 using Juniper EX4300 guidelines but issue is not resolved yet. Please link the appropriate guidelines article. | I have been given responsibility for this case so I’ve now debugged escalated case CS-0000009 using Juniper EX4300 guidelines but issue is not resolved yet. Please link the appropriate guidelines article. | 6 | 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_20251206_114027_879_5c0cd3a2_904991cc.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 31,389 | 714 | 1,044 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Knowledge Article Linked to Case":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM c... | enterprise-ops-gym |
task_20251223_151555_341_764e5ead_9648644d | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | David Park (david.park@servicenow.com, +1-212-555-0198) is joining the organization as a new agent tomorrow at the ACME headquarters and will be part of a newly established Security Operations function providing on-site support. Please ensure the appropriate support group is in place with Robin Monroe designated as the... | [
"add_new_user",
"find_locations",
"add_new_group_member",
"find_configuration_items",
"send_notification",
"update_configuration_item",
"get_user_using_name",
"add_new_user_group",
"create_incident",
"get_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "verify_security_ops_group_created", "description": "Verify Security Operations group was created with Robin as manager", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM user_group WHERE name = 'Security Operations' AND manager_id = 'USER_031... | eog-gemini-gemini-3.5-flash-oh-task_20251223_151555_341_764e5ead_9648644d | David Park (david.park@servicenow.com, +1-212-555-0198) is joining the organization as a new agent tomorrow at the ACME headquarters and will be part of a newly established Security Operations function providing on-site support. Please ensure the appropriate support group is in place with Robin Monroe designated as the... | David Park (david.park@servicenow.com, +1-212-555-0198) is joining the organization as a new agent tomorrow at the ACME headquarters and will be part of a newly established Security Operations function providing on-site support. Please ensure the appropriate support group is in place with Robin Monroe designated as the... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251223_151555_341_764e5ead_9648644d.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 150,045 | 6,230 | 7,589 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"verify_david_added_to_security_group":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user... | enterprise-ops-gym |
task_20260115_145329_475_23fcbcdb_3a970315 | hybrid | # **ITSM Management Assistant Policy**
**Role:** ITSM Management Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with... | Hi, this is Paulo (alves.paulo@gmail.com). The new CEO starts today, and I need to set up the Platinum Support protocols.
Part 1: ITSM Configuration
- Create a new SLA definition named 'Platinum VIP Response'. It should track the 'response' metric with a target of 15 minutes. Set it to apply to 'critical' priority, b... | [
"create_label",
"update_vacation_settings",
"update_imap_settings",
"add_new_sla_definition",
"find_sla_definition_by_name",
"send_notification",
"create_filter",
"update_sla_definition"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1766050008542_4gw043g58.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify SLA Active", "description": "Verifies that the 'Platinum VIP Response' SLA exists and is active.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(sla_def_id)\nFROM sla_definition\nWHERE name = 'Platinum VIP Response'\n AND target_mins = 15\... | eog-gpt-5.5-2026-04-23-oh-task_20260115_145329_475_23fcbcdb_3a970315 | Hi, this is Paulo (alves.paulo@gmail.com). The new CEO starts today, and I need to set up the Platinum Support protocols.
Part 1: ITSM Configuration
- Create a new SLA definition named 'Platinum VIP Response'. It should track the 'response' metric with a target of 15 minutes. Set it to apply to 'critical' priority, b... | Hi, this is Paulo (alves.paulo@gmail.com). The new CEO starts today, and I need to set up the Platinum Support protocols.
Part 1: ITSM Configuration
- Create a new SLA definition named 'Platinum VIP Response'. It should track the 'response' metric with a target of 15 minutes. Set it to apply to 'critical' priority, b... | 15 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_145329_475_23fcbcdb_3a970315.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 172,674 | 6,591 | 8,258 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify CEO Routing":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT \n (SELECT COUNT(id) FROM labels... | enterprise-ops-gym |
task_20251222_181355_411_764e5ead_48850a98 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | As part of the consolidation of the Sales Office in New York into the London Datacenter, please review all configuration items currently associated with the Sales Office location. Conduct a CMDB audit to validate active and legitimate CIs, and prepare a comprehensive transfer plan outlining which items will be relocate... | [
"find_location_by_given_name",
"find_incident_by_id",
"find_configuration_items",
"update_user_details",
"send_notification",
"list_incident_affected_cis",
"update_configuration_item",
"get_user",
"find_locations"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzA4OSIsImlzcyI6Iml0c20ifQ.Wx6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "CMDB_Location_Update", "description": "verify all CIs relocated to London Datacenter", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM configuration_item WHERE configuration_item_id IN ('CI_033', 'CI_028', 'CI_026', 'CI_018', 'CI_017', 'CI_0... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251222_181355_411_764e5ead_48850a98 | As part of the consolidation of the Sales Office in New York into the London Datacenter, please review all configuration items currently associated with the Sales Office location. Conduct a CMDB audit to validate active and legitimate CIs, and prepare a comprehensive transfer plan outlining which items will be relocate... | As part of the consolidation of the Sales Office in New York into the London Datacenter, please review all configuration items currently associated with the Sales Office location. Conduct a CMDB audit to validate active and legitimate CIs, and prepare a comprehensive transfer plan outlining which items will be relocate... | 32 | 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_181355_411_764e5ead_48850a98.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 68,491 | 2,056 | 4,826 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"CMDB_Location_Update":{"actual":6,"comparison_type":"equals","details":"Comparison equals: 6 vs 6","expected":6,"passed":true,"query":"SELECT COUNT(*) FROM configuration_item W... | enterprise-ops-gym |
task_20260114_173911_329_a8eea1c0_b687c646 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | I was reviewing the onboarding progress for Marc Henry and noticed his case is missing the development environment setup and the final contractor experience survey. Please add his Dev Environment Setup checklist task and assign it to the HR Service Desk Group. Ensure it includes Request Laptop for Developer and Provisi... | [
"create_survey_instance",
"find_group_by_name",
"create_hr_case_task",
"list_hr_case_tasks",
"create_checklist",
"list_surveys",
"update_hr_case",
"list_hr_cases"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "hr_case_tasks_creation", "description": "Verifies that two HR case tasks were created for case 10 with correct task IDs, numbers, types, assignment group, ready status, active state, and organization context.", "gym_name": "sn-hr-internal", "validation_config": {"query": "S... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260114_173911_329_a8eea1c0_b687c646 | I was reviewing the onboarding progress for Marc Henry and noticed his case is missing the development environment setup and the final contractor experience survey. Please add his Dev Environment Setup checklist task and assign it to the HR Service Desk Group. Ensure it includes Request Laptop for Developer and Provisi... | I was reviewing the onboarding progress for Marc Henry and noticed his case is missing the development environment setup and the final contractor experience survey. Please add his Dev Environment Setup checklist task and assign it to the HR Service Desk Group. Ensure it includes Request Laptop for Developer and Provisi... | 12 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_173911_329_a8eea1c0_b687c646.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 122,954 | 3,605 | 5,006 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"checklist_items_creation":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) FROM (SELECT 1 FROM che... | enterprise-ops-gym |
task_20251224_094258_495_c4ad7a70_42fbe372 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Please open a case for Tabitha Bullock using the New Hire Onboarding service, as she is scheduled to join us early next month. This is part of her employee lifecycle onboarding, so assign the case to Eric Rodriguez and route it through the HR Service Desk to begin coordinating her transition into the organization. Once... | [
"get_user_using_name",
"list_group_members",
"send_notification",
"create_new_hr_case",
"find_group_by_name",
"get_hr_service_by_name",
"add_new_group_member"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Lifecycle Case Creation", "description": "Validates that the case was created with all expected field values.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_case WHERE hr_case_id = 61 AND status = 'work_in_progress' AND priority = 'm... | eog-gpt-5.5-2026-04-23-oh-task_20251224_094258_495_c4ad7a70_42fbe372 | Please open a case for Tabitha Bullock using the New Hire Onboarding service, as she is scheduled to join us early next month. This is part of her employee lifecycle onboarding, so assign the case to Eric Rodriguez and route it through the HR Service Desk to begin coordinating her transition into the organization. Once... | Please open a case for Tabitha Bullock using the New Hire Onboarding service, as she is scheduled to join us early next month. This is part of her employee lifecycle onboarding, so assign the case to Eric Rodriguez and route it through the HR Service Desk to begin coordinating her transition into the organization. Once... | 10 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251224_094258_495_c4ad7a70_42fbe372.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 33,924 | 1,204 | 1,859 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":8,"resolved":true,"score":1,"total_verifiers":8,"verification_results":{"HR Service Desk Membership":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user_group_member... | enterprise-ops-gym |
task_20251203_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-gpt-5.5-2026-04-23-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/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_142725_377_6f5b66fc_c990483e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 29,114 | 2,705 | 3,337 | {"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_20260106_055343_364_79b3b025_7d5c0c6b | calendar | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | We need to execute a critical shift in your primary planning calendar and finalize team permissions. Today is Tuesday, January 6, 2026.
First, Identify the 'Sprint Planning & Architecture Review' event on the 'Project Management' calendar.
If Carol White is currently listed as an optional attendee, add a new private ... | [
"list_events",
"get_calendar_list",
"patch_event",
"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_1767609452599_m3ir0indw.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Verify Extended Property Addition", "description": "Verify that 'policy_status' extended property was added using a join on the separate table.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(ep.id)\nFROM extended_properties ep\nJOIN events e ON e... | eog-gemini-gemini-3.5-flash-oh-task_20260106_055343_364_79b3b025_7d5c0c6b | We need to execute a critical shift in your primary planning calendar and finalize team permissions. Today is Tuesday, January 6, 2026.
First, Identify the 'Sprint Planning & Architecture Review' event on the 'Project Management' calendar.
If Carol White is currently listed as an optional attendee, add a new private ... | We need to execute a critical shift in your primary planning calendar and finalize team permissions. Today is Tuesday, January 6, 2026.
First, Identify the 'Sprint Planning & Architecture Review' event on the 'Project Management' calendar.
If Carol White is currently listed as an optional attendee, add a new private ... | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_055343_364_79b3b025_7d5c0c6b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 127,548 | 6,890 | 7,703 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify Bulk guestsCanModify Update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\nFROM e... | enterprise-ops-gym |
task_20251225_161315_197_13762b97_44595aaa | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow Human Resources (HR). You have full administrative permissions to manage users, cases, topic, survey, skill, service, organization, and meetings in a safe and authorized capacity. Do not ask for confirmation before... | Setting up delta sync baseline for HR case documentation repository and need comprehensive configuration with HR analytics integration for quarterly audit.
Start by capturing the changes start page token to establish the synchronization baseline for future delta operations on HR documentation. Verify the Drive environ... | [
"get_about",
"update_files",
"get_changes_start_page_token",
"get_user_using_name",
"find_hr_case_by_number",
"retrieve_knowledge_articles",
"list_drives",
"create_file",
"send_notification",
"find_hr_services"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"X-Auth-Token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": "Sync Configuration Document Created", "description": "Verifies that Sync Configuration Document Created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS doc_count FROM files WHERE name = 'HR-Case-Analytics-Sync-Configuration-Q4-2024' ... | eog-gpt-5.5-2026-04-23-oh-task_20251225_161315_197_13762b97_44595aaa | Setting up delta sync baseline for HR case documentation repository and need comprehensive configuration with HR analytics integration for quarterly audit.
Start by capturing the changes start page token to establish the synchronization baseline for future delta operations on HR documentation. Verify the Drive environ... | Setting up delta sync baseline for HR case documentation repository and need comprehensive configuration with HR analytics integration for quarterly audit.
Start by capturing the changes start page token to establish the synchronization baseline for future delta operations on HR documentation. Verify the Drive environ... | 10 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251225_161315_197_13762b97_44595aaa.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 37,580 | 721 | 1,914 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{" Notification Created for HR Case":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS notif_c... | enterprise-ops-gym |
task_20260114_174605_380_1628b966_b09f4a35 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow IT Service Management (ITSM). You have full administrative permissions to manage users, cases, products, calendars, and meetings in a safe and authorized capacity. Do not ask for confirmation before taking action. | I need to perform an SLA breach analysis workflow that documents breached service level agreements and creates a tracking incident for remediation follow-up, integrating our ITSM system with Google Drive for compliance documentation.
First, retrieve all incident SLA records that have been breached by filtering for has... | [
"create_incident",
"find_incident_by_number",
"create_file",
"list_drives",
"find_sla_definition_by_name",
"get_about",
"send_notification",
"find_incident_slas",
"update_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"X-Auth-Token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": "SLA Breach Analysis Document Created", "description": "Verifies that SLA Breach Analysis Document Created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS doc_count FROM files WHERE name = 'SLA-Breach-Analysis-Report-December-2024' AN... | eog-gemini-gemini-3.5-flash-oh-task_20260114_174605_380_1628b966_b09f4a35 | I need to perform an SLA breach analysis workflow that documents breached service level agreements and creates a tracking incident for remediation follow-up, integrating our ITSM system with Google Drive for compliance documentation.
First, retrieve all incident SLA records that have been breached by filtering for has... | I need to perform an SLA breach analysis workflow that documents breached service level agreements and creates a tracking incident for remediation follow-up, integrating our ITSM system with Google Drive for compliance documentation.
First, retrieve all incident SLA records that have been breached by filtering for has... | 10 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_174605_380_1628b966_b09f4a35.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 83,999 | 5,314 | 6,707 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":8,"resolved":true,"score":1,"total_verifiers":8,"verification_results":{"Document Description Contains Breach Count":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS... | enterprise-ops-gym |
task_20251204_085603_739_ae7b45e2_b7a96253 | 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 ... | Please access the Technical Spec.pdf in the Engineering Projects drive and thank Mike Chen in a comment for his feedback by saying, "Thanks for the detailed feedback. All implementation approach details have been added to section 3." After this, update the file description to "Final Technical Specifications - Q4 2024 I... | [
"list_permission",
"list_drives",
"update_files",
"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_1763988076613_f5g41taxz.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify Comment Added to Important Notes", "description": "Confirms new comment was added to Important Notes.txt about mass calculation", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM comments WHERE file_id = '01JBQM3K8TGHZX9... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251204_085603_739_ae7b45e2_b7a96253 | Please access the Technical Spec.pdf in the Engineering Projects drive and thank Mike Chen in a comment for his feedback by saying, "Thanks for the detailed feedback. All implementation approach details have been added to section 3." After this, update the file description to "Final Technical Specifications - Q4 2024 I... | Please access the Technical Spec.pdf in the Engineering Projects drive and thank Mike Chen in a comment for his feedback by saying, "Thanks for the detailed feedback. All implementation approach details have been added to section 3." After this, update the file description to "Final Technical Specifications - Q4 2024 I... | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251204_085603_739_ae7b45e2_b7a96253.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 75,540 | 946 | 2,122 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Verify Access Proposal Denied":{"actual":0,"comparison_type":"greater_than","details":"Comparison greater_than: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS... | enterprise-ops-gym |
task_20260109_043327_590_806f1a83_d690097e | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | We've just received confirmation that the "MegaCorp Headquarters, 123 Business Ave, New York, NY" location will be unavailable from November 1 to November 28, 2025. Identify all events scheduled at this location during these dates and relocate them to "TechCorp Main Campus - Building 1, Conference Room B". For each rel... | [
"get_calendar_list",
"patch_event",
"patch_event",
"list_events",
"patch_event",
"list_events"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1762868439331_kf914hbmw.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11"}, "user_in... | [{"verifier_type": "database_state", "name": "Events Relocated", "description": "Check events' new location", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM events WHERE location = 'TechCorp Main Campus - Building 1, Conference Room B'", "expected_value": 3, "comparison_type":... | eog-gpt-5.5-2026-04-23-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... | 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_20260109_043327_590_806f1a83_d690097e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 52,065 | 1,339 | 2,495 | {"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_20251221_150109_770_e5bf1251_93959046 | 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**. ... | Firstly delete a message related to some invoice 4567. Find the contact for me (user ID 16) and update it to set is_primary to false. | [
"update_contact",
"find_contact_by_portal_user",
"delete_message",
"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/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 message deletion", "description": "Verify message deletion", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM messages m\nWHERE m.id = '7c4946e1-7667-4534-bb07-86275009859d'\n AND m.user_id = '104daf4b-2023-49f1-8def-39b4e9dc... | eog-gemini-gemini-3.5-flash-oh-task_20251221_150109_770_e5bf1251_93959046 | Firstly delete a message related to some invoice 4567. Find the contact for me (user ID 16) and update it to set is_primary to false. | Firstly delete a message related to some invoice 4567. Find the contact for me (user ID 16) and update it to set is_primary to false. | 5 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251221_150109_770_e5bf1251_93959046.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 41,507 | 2,241 | 2,566 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Contact update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM contact ct JOIN us... | enterprise-ops-gym |
task_20260106_054515_137_1628b966_fe1068d4 | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I am moving to Paris for a month and want to switch my account to match my new location.
First, change my account display language to French ('fr').
Set my vacation responder to be ON. The subject should be 'En vacances' and the body 'Je suis absent.', starting from November 26, 2025 10:00:00 AM to December 26, 2025 1... | [
"create_forwarding_address",
"update_language_settings",
"update_vacation_settings",
"update_auto_forwarding"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "primary_email": "alice@example.com", "user_id": "u... | [{"verifier_type": "database_state", "name": "Verify Localization & Vacation", "description": "Verify Localization & Vacation Completed Successfully", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT \n (SELECT COUNT(id) FROM language_settings \n WHERE user_id = 'user_001' AND display_language... | eog-gemini-gemini-3.5-flash-oh-task_20260106_054515_137_1628b966_fe1068d4 | I am moving to Paris for a month and want to switch my account to match my new location.
First, change my account display language to French ('fr').
Set my vacation responder to be ON. The subject should be 'En vacances' and the body 'Je suis absent.', starting from November 26, 2025 10:00:00 AM to December 26, 2025 1... | I am moving to Paris for a month and want to switch my account to match my new location.
First, change my account display language to French ('fr').
Set my vacation responder to be ON. The subject should be 'En vacances' and the body 'Je suis absent.', starting from November 26, 2025 10:00:00 AM to December 26, 2025 1... | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_054515_137_1628b966_fe1068d4.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 40,474 | 4,517 | 5,365 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify Active Auto-Forwarding":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(id)\nFROM auto_forw... | enterprise-ops-gym |
task_20251211_021838_048_accab84d_a511ee6e | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | An urgent directive has been received to address the case CS-0000001 from Elizabeth Chase regarding the Palo Alto Networks PA-3220. It needs to be prioritized as Critical immediately. The previous owner, Susan Garcia, has left the company. Stephanie Todd will be taking over ownership of this ticket. Management has deci... | [
"find_contact_by_portal_user",
"find_product",
"find_entitlements",
"find_user",
"list_group_members",
"find_user_group",
"remove_group_membership",
"add_new_group_member",
"update_user_details",
"search_cases",
"retrieve_knowledge",
"update_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "Susan Garcia is now inactive", "description": "Susan Garcia is now inactive", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM \"user\"\nWHERE email = 'susan.garcia@servicenow.com'\n AND active = 0;", "expected_value": 1, "compariso... | eog-gpt-5.5-2026-04-23-oh-task_20251211_021838_048_accab84d_a511ee6e | An urgent directive has been received to address the case CS-0000001 from Elizabeth Chase regarding the Palo Alto Networks PA-3220. It needs to be prioritized as Critical immediately. The previous owner, Susan Garcia, has left the company. Stephanie Todd will be taking over ownership of this ticket. Management has deci... | An urgent directive has been received to address the case CS-0000001 from Elizabeth Chase regarding the Palo Alto Networks PA-3220. It needs to be prioritized as Critical immediately. The previous owner, Susan Garcia, has left the company. Stephanie Todd will be taking over ownership of this ticket. Management has deci... | 13 | 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_20251211_021838_048_accab84d_a511ee6e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 87,133 | 1,239 | 1,879 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Case CS-0000001 now owned by Stephanie in CSM Tier 1 with Critical priority":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":t... | enterprise-ops-gym |
task_20260116_081645_096_66392a82_fd509f97 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Travis Wood has left the organization. Please deactivate his account immediately. Then, identify any configuration items (assets) currently owned by him. For every asset found, change the status to 'in_stock' and remove him as the owner and assign to Karen Watkins. Once the assets are updated, create a new incident ass... | [
"find_group_by_name",
"find_configuration_items",
"link_affected_ci_to_incident",
"update_user_details",
"get_user_using_name",
"send_notification",
"update_configuration_item",
"get_user",
"create_incident",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Deactivating user", "description": "Deactivating user", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "select count() from users where user_id = 'USER_011' and active = false", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type": "database_stat... | eog-gemini-gemini-3.5-flash-oh-task_20260116_081645_096_66392a82_fd509f97 | Travis Wood has left the organization. Please deactivate his account immediately. Then, identify any configuration items (assets) currently owned by him. For every asset found, change the status to 'in_stock' and remove him as the owner and assign to Karen Watkins. Once the assets are updated, create a new incident ass... | Travis Wood has left the organization. Please deactivate his account immediately. Then, identify any configuration items (assets) currently owned by him. For every asset found, change the status to 'in_stock' and remove him as the owner and assign to Karen Watkins. Once the assets are updated, create a new incident ass... | 11 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_081645_096_66392a82_fd509f97.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 134,788 | 4,467 | 5,710 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Checking notification":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"select count() from notification where e... | enterprise-ops-gym |
task_20260108_165812_020_4d9df647_eeacd121 | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Hi, as we’re getting closer to wrapping up the quarter, a few things have come up in our workspace that could use a bit of tidying so everything stays on track.
I noticed a couple of access requests sitting in the queue. Melissa is trying to finalize the Q4 numbers in the Q4 2024 Reports folder, so she’ll need to make... | [
"create_file",
"list_accessproposals",
"delete_permission",
"resolve_accessproposals",
"modify_files_labels",
"list_permission",
"list_files",
"list_files_labels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764776317015_jplw4hf1v.sql", "context": {"x_auth_token": "ya29.7VTEwhQcUkWkxHjfAkGzd5CMiSq3CyH0LXYU9vvQpsN0GCn6eTI6NGBXjxNY_YA0Fy9CdYBH7CxNiJOfR65Xkn8AJYYkpi1... | [{"verifier_type": "database_state", "name": "Verify Access Proposal for Melissa (Q4 2024 Reports) is APPROVED", "description": "Verify Access Proposal for Melissa (Q4 2024 Reports) is APPROVED", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT\n COUNT(ap.id)\nFROM access_proposals ap\nJOIN f... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260108_165812_020_4d9df647_eeacd121 | Hi, as we’re getting closer to wrapping up the quarter, a few things have come up in our workspace that could use a bit of tidying so everything stays on track.
I noticed a couple of access requests sitting in the queue. Melissa is trying to finalize the Q4 numbers in the Q4 2024 Reports folder, so she’ll need to make... | Hi, as we’re getting closer to wrapping up the quarter, a few things have come up in our workspace that could use a bit of tidying so everything stays on track.
I noticed a couple of access requests sitting in the queue. Melissa is trying to finalize the Q4 numbers in the Q4 2024 Reports folder, so she’ll need to make... | 24 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_165812_020_4d9df647_eeacd121.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 205,742 | 7,290 | 10,242 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify \"Q1 2025 Goals\" File Creation (PDF)":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":"1","passed":false,"query":"SELECT\n COU... | enterprise-ops-gym |
task_20251211_141114_742_4d9df647_e15bd80a | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Hi,
I need you to take the lead on cleaning up our shared workspace before the end-of-quarter review. I've got a few action items for you that require your discretion.
Andrew's role on the holiday event has changed. He no longer needs to organize it, just review it. Please adjust his access to the event plan accordingl... | [
"list_files_labels",
"list_permission",
"modify_files_labels",
"update_permission",
"create_file",
"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_1764776317015_jplw4hf1v.sql", "context": {"x-auth-token": "ya29.y2JnXRitNCsbfnKAIRuNvVQh2AIzjOwy2X1HkTYaVrRcHjKavSJDvJ5n6Wu_yBwG_MEbvqAy8hLgKlKxYBHA3rojCFIgcSB... | [{"verifier_type": "database_state", "name": "Verify Permission Downgrade on \"Holiday Event Plan.docx\"", "description": "Verify Permission Downgrade on \"Holiday Event Plan.docx\"", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM permissions p\nJOIN users u ON p.user_id = u.i... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251211_141114_742_4d9df647_e15bd80a | Hi,
I need you to take the lead on cleaning up our shared workspace before the end-of-quarter review. I've got a few action items for you that require your discretion.
Andrew's role on the holiday event has changed. He no longer needs to organize it, just review it. Please adjust his access to the event plan accordingl... | Hi,
I need you to take the lead on cleaning up our shared workspace before the end-of-quarter review. I've got a few action items for you that require your discretion.
Andrew's role on the holiday event has changed. He no longer needs to organize it, just review it. Please adjust his access to the event plan accordingl... | 16 | 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_20251211_141114_742_4d9df647_e15bd80a.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 194,536 | 14,691 | 16,961 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Label Update on \"Marketing Strategy\"":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*... | enterprise-ops-gym |
task_20260105_221239_098_e0ac0c6d_f5f338f3 | calendar | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand ... | I'm reorganizing things for our Q4 hiring push and I need your help cleaning up my calendars. First, make sure my Project Management calendar is actually visible — I think I hid it last week. Then update its description to mention that it's now focused on Q4 hiring milestones and team coordination. I also need you to c... | [
"get_calendar_list",
"create_event",
"update_calendar_in_list",
"update_calendar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767381239880_ibbsoh6gc.sql", "context": {"x-hr-user-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_inf... | [{"verifier_type": "database_state", "name": "Calendar List Retrieved", "description": "Verifies that the model retrieved calendar list to find calendar IDs and check visibility state before updating.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) as count FROM calendars WHERE user_id = '... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_221239_098_e0ac0c6d_f5f338f3 | I'm reorganizing things for our Q4 hiring push and I need your help cleaning up my calendars. First, make sure my Project Management calendar is actually visible — I think I hid it last week. Then update its description to mention that it's now focused on Q4 hiring milestones and team coordination. I also need you to c... | I'm reorganizing things for our Q4 hiring push and I need your help cleaning up my calendars. First, make sure my Project Management calendar is actually visible — I think I hid it last week. Then update its description to mention that it's now focused on Q4 hiring milestones and team coordination. I also need you to c... | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_221239_098_e0ac0c6d_f5f338f3.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 21,950 | 1,321 | 2,270 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Calendar Description Updated":{"actual":1,"comparison_type":"greater_than","details":"Comparison greater_than: 1 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) as... | enterprise-ops-gym |
task_20260106_153333_351_1628b966_f96547a2 | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Hi, this is Paulo (alves.paulo@gmail.com). I have obtained a new S/MIME certificate and need to disable the old keys for my secure email identity. Please start by creating this new certificate as a CSE key pair (the PKCS#7 data is "-----BEGIN PKCS7-----\nMIIB... (new cert data) ...==\n-----END PKCS7-----").
Once creat... | [
"list_cse_identities",
"email_disable_cse_keypair",
"patch_cse_identity",
"email_create_cse_keypair"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"user_id": "05a1fa8d-35a9-4a77-a57f-fa0751e7a99e", "primary_email": "alves.paulo@gmail.com", "x-email-user-token": "e2ydZE3O... | [{"verifier_type": "database_state", "name": "Verify Identity Configuration", "description": "Verifies that the CSE identity for 'alves.paulo@gmail.com' is NOT associated with the old key.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(id)\nFROM cse_identities\nWHERE user_id = '05a1fa8d-35a... | eog-gemini-gemini-3.5-flash-oh-task_20260106_153333_351_1628b966_f96547a2 | Hi, this is Paulo (alves.paulo@gmail.com). I have obtained a new S/MIME certificate and need to disable the old keys for my secure email identity. Please start by creating this new certificate as a CSE key pair (the PKCS#7 data is "-----BEGIN PKCS7-----\nMIIB... (new cert data) ...==\n-----END PKCS7-----").
Once creat... | Hi, this is Paulo (alves.paulo@gmail.com). I have obtained a new S/MIME certificate and need to disable the old keys for my secure email identity. Please start by creating this new certificate as a CSE key pair (the PKCS#7 data is "-----BEGIN PKCS7-----\nMIIB... (new cert data) ...==\n-----END PKCS7-----").
Once creat... | 5 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_153333_351_1628b966_f96547a2.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 26,638 | 2,550 | 3,068 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify Identity Configuration":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(id)\nFROM cse_ident... | 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-gemini-gemini-3.5-flash-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/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_20260108_143038_654_e5bf1251_b9e616b8.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 50,027 | 3,365 | 4,051 | {"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_20260114_180601_485_99ba2325_2dc8b3ce | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and be... | The group whose type is IT Support and that is classified as a level 1 support team has adopted a new rule that must be applied today: the oldest incident that is still unresolved and currently assigned to this group must be escalated by setting its impact, urgency, and priority to their highest available levels and by... | [
"list_user_groups",
"send_notification",
"get_incidents_assigned_to",
"get_user",
"update_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "validate_incident_escalation_fields", "description": "Check incident has highest impact, urgency, priority", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_004' AND impact = 'high' AND urgency = 'high' AND ... | eog-gemini-gemini-3.5-flash-oh-task_20260114_180601_485_99ba2325_2dc8b3ce | The group whose type is IT Support and that is classified as a level 1 support team has adopted a new rule that must be applied today: the oldest incident that is still unresolved and currently assigned to this group must be escalated by setting its impact, urgency, and priority to their highest available levels and by... | The group whose type is IT Support and that is classified as a level 1 support team has adopted a new rule that must be applied today: the oldest incident that is still unresolved and currently assigned to this group must be escalated by setting its impact, urgency, and priority to their highest available levels and by... | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_180601_485_99ba2325_2dc8b3ce.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 83,593 | 4,291 | 5,226 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"validate_assignee_notification_urgent":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM noti... | enterprise-ops-gym |
task_20260114_173911_329_a8eea1c0_b687c646 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | I was reviewing the onboarding progress for Marc Henry and noticed his case is missing the development environment setup and the final contractor experience survey. Please add his Dev Environment Setup checklist task and assign it to the HR Service Desk Group. Ensure it includes Request Laptop for Developer and Provisi... | [
"create_survey_instance",
"find_group_by_name",
"create_hr_case_task",
"list_hr_case_tasks",
"create_checklist",
"list_surveys",
"update_hr_case",
"list_hr_cases"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "hr_case_tasks_creation", "description": "Verifies that two HR case tasks were created for case 10 with correct task IDs, numbers, types, assignment group, ready status, active state, and organization context.", "gym_name": "sn-hr-internal", "validation_config": {"query": "S... | eog-gpt-5.5-2026-04-23-oh-task_20260114_173911_329_a8eea1c0_b687c646 | I was reviewing the onboarding progress for Marc Henry and noticed his case is missing the development environment setup and the final contractor experience survey. Please add his Dev Environment Setup checklist task and assign it to the HR Service Desk Group. Ensure it includes Request Laptop for Developer and Provisi... | I was reviewing the onboarding progress for Marc Henry and noticed his case is missing the development environment setup and the final contractor experience survey. Please add his Dev Environment Setup checklist task and assign it to the HR Service Desk Group. Ensure it includes Request Laptop for Developer and Provisi... | 14 | 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_173911_329_a8eea1c0_b687c646.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 59,393 | 3,429 | 4,320 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"checklist_items_creation":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) FROM (SELECT 1 FROM che... | enterprise-ops-gym |
task_20260114_091008_897_accab84d_786931e4 | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | ServiceNow leadership wants employee profile updates for our UK-based workforce to follow a locked-down path to ensure GDPR compliance without disrupting how any other HR services behave. By the end of these changes, Employee Profile Update cases under the Workforce Administration COE for UK employees (country code GB)... | [
"register_hr_criteria",
"list_skills",
"create_knowledge_article",
"list_hr_criteria",
"update_hr_service",
"find_group_by_name",
"add_new_assignment_rule",
"get_hr_service_by_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify the HR Criteria 'HR Data Access Review' is created correctly", "description": "Verify the HR Criteria 'HR Data Access Review' is created correctly", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) \nFROM hr_criteria \nWHERE name = 'HR Da... | eog-gemini-gemini-3.5-flash-oh-task_20260114_091008_897_accab84d_786931e4 | ServiceNow leadership wants employee profile updates for our UK-based workforce to follow a locked-down path to ensure GDPR compliance without disrupting how any other HR services behave. By the end of these changes, Employee Profile Update cases under the Workforce Administration COE for UK employees (country code GB)... | ServiceNow leadership wants employee profile updates for our UK-based workforce to follow a locked-down path to ensure GDPR compliance without disrupting how any other HR services behave. By the end of these changes, Employee Profile Update cases under the Workforce Administration COE for UK employees (country code GB)... | 12 | runs/enterprise_ops_gym_test/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_091008_897_accab84d_786931e4.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 127,220 | 7,405 | 8,458 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify the 'Employee Profile Update' service is updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT C... | enterprise-ops-gym |
task_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-gpt-5.5-2026-04-23-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... | 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_20251129_042304_817_df0ecdeb_3df990f2.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 82,917 | 4,080 | 4,805 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":3,"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_20251217_211723_514_87437950_3bbbb519 | 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... | Hi, I want you to set up skills-based routing for US payroll bank account change cases so they stop going to the generic HR queue. Create a specific skill for these cases [moderate only], assign it to our payroll specialist Stephanie Todd (stephanie.todd@servicenow.com), tie the routing/approval to the HR Service Desk ... | [
"register_hr_criteria",
"add_new_skill",
"add_new_skill_to_user",
"get_user_using_email",
"list_hr_criteria",
"list_skills",
"find_group_by_name",
"add_new_assignment_rule",
"list_user_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.eyJzdWIiOiJVU0VSXzA4OSIsImlzcyI6Iml0c20ifQ.Wx6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Skill creation check", "description": "Checking to see if the skill row is created correctly", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) FROM skill WHERE name = 'US Payroll Bank Change';\n", "expected_value": 1, "comparison_type": "equals... | eog-gemini-gemini-3.5-flash-oh-task_20251217_211723_514_87437950_3bbbb519 | Hi, I want you to set up skills-based routing for US payroll bank account change cases so they stop going to the generic HR queue. Create a specific skill for these cases [moderate only], assign it to our payroll specialist Stephanie Todd (stephanie.todd@servicenow.com), tie the routing/approval to the HR Service Desk ... | Hi, I want you to set up skills-based routing for US payroll bank account change cases so they stop going to the generic HR queue. Create a specific skill for these cases [moderate only], assign it to our payroll specialist Stephanie Todd (stephanie.todd@servicenow.com), tie the routing/approval to the HR Service Desk ... | 63 | 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_20251217_211723_514_87437950_3bbbb519.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 892,675 | 9,282 | 11,863 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Skill creation check":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT count(*) FROM skill WHERE name = 'U... | enterprise-ops-gym |
task_20251218_234518_453_d9bcd1e5_72c94403 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Right now, employees raise almost everything through very generic HR channels, especially the HR Portal Support Request service that sits under the HR Portal topic. That path is fine for ordinary HR portal questions and should keep working exactly as it does today, under the same topic and COE, and still visible to bro... | [
"create_new_service_template",
"create_new_hr_service",
"add_new_topic_detail",
"add_new_topic_category",
"add_new_user_group",
"register_hr_criteria"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify the new topic category", "description": "Verify the new topic category", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) as count\nFROM topic_category\nWHERE name = 'Employee Relations & Investigations'\n AND coe_type = 'Workforce Admin... | eog-gpt-5.5-2026-04-23-oh-task_20251218_234518_453_d9bcd1e5_72c94403 | Right now, employees raise almost everything through very generic HR channels, especially the HR Portal Support Request service that sits under the HR Portal topic. That path is fine for ordinary HR portal questions and should keep working exactly as it does today, under the same topic and COE, and still visible to bro... | Right now, employees raise almost everything through very generic HR channels, especially the HR Portal Support Request service that sits under the HR Portal topic. That path is fine for ordinary HR portal questions and should keep working exactly as it does today, under the same topic and COE, and still visible to bro... | 9 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_234518_453_d9bcd1e5_72c94403.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 60,982 | 2,178 | 3,105 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verify the Employee Relations Investigation Team group":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT CO... | enterprise-ops-gym |
task_20251203_125054_648_be6c9105_0ec24467 | 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 ... | Sarah Johnson needs to create a Q2 campaign template from the 'Marketing Presentation' for the team. Make a copy with filename 'Marketing Presentation - Q2 Template.pptx' and include template file metadata with template_version(1.0) and quarter(Q2_2024). The Marketing Team (marketing@company.com) requires writer access... | [
"list_permission",
"create_comments",
"create_permission",
"copy_files",
"list_files",
"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_1763731281343_wbypacphk.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3WCIsImVtYWlsIjoic2F... | [{"verifier_type": "database_state", "name": "Q2 Template Copy Created with Metadata", "description": "Q2 Template Copy Created with Metadata", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "WITH template_copy AS (\n SELECT\n id,\n name,\n app_properties,\n created_time\n FROM files\n... | eog-gemini-gemini-3.5-flash-oh-task_20251203_125054_648_be6c9105_0ec24467 | Sarah Johnson needs to create a Q2 campaign template from the 'Marketing Presentation' for the team. Make a copy with filename 'Marketing Presentation - Q2 Template.pptx' and include template file metadata with template_version(1.0) and quarter(Q2_2024). The Marketing Team (marketing@company.com) requires writer access... | Sarah Johnson needs to create a Q2 campaign template from the 'Marketing Presentation' for the team. Make a copy with filename 'Marketing Presentation - Q2 Template.pptx' and include template file metadata with template_version(1.0) and quarter(Q2_2024). The Marketing Team (marketing@company.com) requires writer access... | 7 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_125054_648_be6c9105_0ec24467.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 59,406 | 4,424 | 5,083 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"External Consultant Has Commenter Access":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"WITH template_file A... | enterprise-ops-gym |
task_20260117_084409_361_4d9df647_9892db8c | hybrid | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | We've been receiving multiple employee inquiries from ServiceNow org about benefits and policy changes that need to be addressed. Search for HR cases with status 'work_in_progress' related to Total Rewards to find cases about benefits inquiries. Get the details of cases related to general benefits and 401k plans only (... | [
"list_teams",
"create_knowledge_article",
"list_users",
"find_hr_case_by_number",
"get_user_using_email",
"send_channel_message",
"list_hr_cases",
"link_knowledge_to_hr_case",
"publish_virtual_event_webinar",
"update_hr_case",
"list_channels",
"create_virtual_event_webinar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1766557346752_3wcj2d1gv.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify Knowledge Article Created and Linked to Cases", "description": "Confirms knowledge article was created and linked to both HR cases", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_case_knowledge WHERE hr_case_id IN (31, 22) AND ... | eog-gpt-5.5-2026-04-23-oh-task_20260117_084409_361_4d9df647_9892db8c | We've been receiving multiple employee inquiries from ServiceNow org about benefits and policy changes that need to be addressed. Search for HR cases with status 'work_in_progress' related to Total Rewards to find cases about benefits inquiries. Get the details of cases related to general benefits and 401k plans only (... | We've been receiving multiple employee inquiries from ServiceNow org about benefits and policy changes that need to be addressed. Search for HR cases with status 'work_in_progress' related to Total Rewards to find cases about benefits inquiries. Get the details of cases related to general benefits and 401k plans only (... | 17 | runs/enterprise_ops_gym_test/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_20260117_084409_361_4d9df647_9892db8c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 71,176 | 2,544 | 4,758 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify HR Cases Worknotes Updated":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":"2","passed":false,"query":"SELECT COUNT(*) FROM hr... | enterprise-ops-gym |
task_20251210_150413_088_8db296d5_81f04ff0 | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Oh, and whatever you do — keep the whole thing hidden until we announce, don't want anyone stumbling onto Project Phoenix 2025 early. The marketing@quantumlabs.io folks will need to see their folder once it's ready, same goes for engineers@alphagroup.com with theirs — just viewing rights for now. Actually let me back u... | [
"create_drive",
"create_comments",
"hide_drives",
"create_file",
"create_permission"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764776317015_jplw4hf1v.sql", "context": {"X-Auth-Token": "ya29.7JHXw2su7-YfF1aks1FiHQoFa-td7rfNCTmL0QvHxfvR4QUu97Lpto8yk1Z-oiGchFDxLuxxrym_3T34PSTa68MYrQT47rr... | [{"verifier_type": "database_state", "name": "Project Phoenix 2025 Drive Created", "description": "Verify the Project Phoenix 2025 shared drive was created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM drives WHERE name = 'Project Phoenix 2025' AND trashed = false;", "expect... | eog-gpt-5.5-2026-04-23-oh-task_20251210_150413_088_8db296d5_81f04ff0 | Oh, and whatever you do — keep the whole thing hidden until we announce, don't want anyone stumbling onto Project Phoenix 2025 early. The marketing@quantumlabs.io folks will need to see their folder once it's ready, same goes for engineers@alphagroup.com with theirs — just viewing rights for now. Actually let me back u... | Oh, and whatever you do — keep the whole thing hidden until we announce, don't want anyone stumbling onto Project Phoenix 2025 early. The marketing@quantumlabs.io folks will need to see their folder once it's ready, same goes for engineers@alphagroup.com with theirs — just viewing rights for now. Actually let me back u... | 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_20251210_150413_088_8db296d5_81f04ff0.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 98,739 | 2,832 | 3,820 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"Campaign Strategy Brief Document Created Inside Marketing":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"WITH... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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/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_20251202_174228_665_df0ecdeb_e84a9e55.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 229,441 | 6,634 | 7,960 | {"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_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-gemini-gemini-3.5-flash-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... | 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_20251205_075543_102_46ca2862_7ba653d0.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 87,201 | 4,080 | 4,768 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":4,"resolved":false,"score":0,"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_mem... | enterprise-ops-gym |
task_20251218_103430_472_701c5774_42c99459 | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | I registered to the customer service management, and my manager there is Robin Monroe. Please check out my drafts, if there is a draft directed to him, show me this draft. All other drafts should be deleted. If there is no such draft, create a new one directed to him: subject - "Need to connect", main text - "Hello Ro... | [
"list_drafts",
"list_users",
"delete_draft",
"get_draft",
"create_draft"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Check that the draft is created as requested", "description": "Check that the draft is created as requested", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from messages m\njoin message_parts mp on mp.message_id = m.id\njoin message_headers mh... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251218_103430_472_701c5774_42c99459 | I registered to the customer service management, and my manager there is Robin Monroe. Please check out my drafts, if there is a draft directed to him, show me this draft. All other drafts should be deleted. If there is no such draft, create a new one directed to him: subject - "Need to connect", main text - "Hello Ro... | I registered to the customer service management, and my manager there is Robin Monroe. Please check out my drafts, if there is a draft directed to him, show me this draft. All other drafts should be deleted. If there is no such draft, create a new one directed to him: subject - "Need to connect", main text - "Hello Ro... | 21 | 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_20251218_103430_472_701c5774_42c99459.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 186,334 | 3,238 | 6,131 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Check that all other drafts are deleted":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"select count(*) fro... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_214705_137_4d9df647_d451b853.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 61,712 | 1,183 | 2,495 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":6,"resolved":false,"score":0,"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='... | enterprise-ops-gym |
task_20260106_055343_364_79b3b025_7d5c0c6b | calendar | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | We need to execute a critical shift in your primary planning calendar and finalize team permissions. Today is Tuesday, January 6, 2026.
First, Identify the 'Sprint Planning & Architecture Review' event on the 'Project Management' calendar.
If Carol White is currently listed as an optional attendee, add a new private ... | [
"list_events",
"get_calendar_list",
"patch_event",
"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_1767609452599_m3ir0indw.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Verify Extended Property Addition", "description": "Verify that 'policy_status' extended property was added using a join on the separate table.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(ep.id)\nFROM extended_properties ep\nJOIN events e ON e... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_055343_364_79b3b025_7d5c0c6b | We need to execute a critical shift in your primary planning calendar and finalize team permissions. Today is Tuesday, January 6, 2026.
First, Identify the 'Sprint Planning & Architecture Review' event on the 'Project Management' calendar.
If Carol White is currently listed as an optional attendee, add a new private ... | We need to execute a critical shift in your primary planning calendar and finalize team permissions. Today is Tuesday, January 6, 2026.
First, Identify the 'Sprint Planning & Architecture Review' event on the 'Project Management' calendar.
If Carol White is currently listed as an optional attendee, add a new private ... | 11 | 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_20260106_055343_364_79b3b025_7d5c0c6b.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 119,810 | 2,599 | 4,410 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify Bulk guestsCanModify Update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\nFROM e... | 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-gemini-gemini-3.5-flash-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/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_20260107_101232_309_be6c9105_fefb9d10.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 107,593 | 3,381 | 4,389 | {"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_20260107_174701_432_464ee3e0_16e768aa | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | Today is November 22, 2025. We've had reports of communication quality issues during our team calls over the past month (since October 23, 2025). Could you help me investigate this? First, retrieve our organization's call records from October 23, 2025 onwards to identify any patterns. Then, analyze the most recent mean... | [
"get_call_record",
"list_users",
"send_channel_message",
"create_channel",
"list_team_members",
"list_call_records",
"list_teams"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1763033448404_zhkq3s7ut.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Check Private Channel 'Call Quality Review' Created in TechCorp Solutions Team", "description": "Check Private Channel 'Call Quality Review' Created in TechCorp Solutions Team", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS verification_res... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260107_174701_432_464ee3e0_16e768aa | Today is November 22, 2025. We've had reports of communication quality issues during our team calls over the past month (since October 23, 2025). Could you help me investigate this? First, retrieve our organization's call records from October 23, 2025 onwards to identify any patterns. Then, analyze the most recent mean... | Today is November 22, 2025. We've had reports of communication quality issues during our team calls over the past month (since October 23, 2025). Could you help me investigate this? First, retrieve our organization's call records from October 23, 2025 onwards to identify any patterns. Then, analyze the most recent mean... | 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_20260107_174701_432_464ee3e0_16e768aa.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 83,606 | 3,819 | 5,894 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Check Bob Smith and Carol White Added as Channel Members":{"actual":1,"comparison_type":"greater_than","details":"Comparison greater_than: 1 vs 1","expected":1,"passed":false,... | enterprise-ops-gym |
task_20251125_110309_032_464ee3e0_33f12828 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | Please set up a webinar for me (james.wilson@techcorp.com) on October 27, 2025, from 10:00 AM to 2:00 PM UTC. Name it 'Workplace communication' and include a short description explaining that it's about improving effective communication in the workplace. Make it open to everyone. Add the other owner of the TechCorp Sol... | [
"list_team_members",
"send_channel_message",
"list_teams",
"create_virtual_event_webinar",
"publish_virtual_event_webinar",
"list_channels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1763033448404_zhkq3s7ut.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99", "user-... | [{"verifier_type": "database_state", "name": "Check Webinar Created with Correct Details", "description": "Check Webinar Created with Correct Details", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS verification_result FROM virtual_event_webinars WHERE org_id = 'techcorp-001' AND displa... | eog-gpt-5.5-2026-04-23-oh-task_20251125_110309_032_464ee3e0_33f12828 | Please set up a webinar for me (james.wilson@techcorp.com) on October 27, 2025, from 10:00 AM to 2:00 PM UTC. Name it 'Workplace communication' and include a short description explaining that it's about improving effective communication in the workplace. Make it open to everyone. Add the other owner of the TechCorp Sol... | Please set up a webinar for me (james.wilson@techcorp.com) on October 27, 2025, from 10:00 AM to 2:00 PM UTC. Name it 'Workplace communication' and include a short description explaining that it's about improving effective communication in the workplace. Make it open to everyone. Add the other owner of the TechCorp Sol... | 7 | runs/enterprise_ops_gym_test/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_20251125_110309_032_464ee3e0_33f12828.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 48,794 | 1,454 | 2,147 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Check Alice Johnson Added as Co-Organizer":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS v... | 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-gemini-gemini-3.5-flash-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... | 18 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251221_231733_401_66392a82_514cea3c.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 65,727 | 3,027 | 4,181 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"\"L1 Service Desk\" no longer has those members":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*)... | enterprise-ops-gym |
task_20251128_123035_919_64a4ebb9_8b93bf99 | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I need to clean up the 'Project Documents' folder. Please find the 'Technical Spec.pdf' file. Create a new folder in My Drive called 'Archive_2024'. Then, make a copy of the Technical Spec file into that new Archive folder. Name the copy 'Archived_Spec_v1.pdf'. Finally, update the description of this new copy to 'Offic... | [
"copy_files",
"create_comments",
"list_files",
"update_files",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify Folder Created", "description": "Checks if the 'Archive_2024' folder exists.", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files WHERE name = 'Archive_2024' AND mime_type = 'application/vnd.google-apps.folder' AND created_... | eog-gpt-5.5-2026-04-23-oh-task_20251128_123035_919_64a4ebb9_8b93bf99 | I need to clean up the 'Project Documents' folder. Please find the 'Technical Spec.pdf' file. Create a new folder in My Drive called 'Archive_2024'. Then, make a copy of the Technical Spec file into that new Archive folder. Name the copy 'Archived_Spec_v1.pdf'. Finally, update the description of this new copy to 'Offic... | I need to clean up the 'Project Documents' folder. Please find the 'Technical Spec.pdf' file. Create a new folder in My Drive called 'Archive_2024'. Then, make a copy of the Technical Spec file into that new Archive folder. Name the copy 'Archived_Spec_v1.pdf'. Finally, update the description of this new copy to 'Offic... | 7 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251128_123035_919_64a4ebb9_8b93bf99.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 41,878 | 663 | 1,220 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify Archived File Exists":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM files WHERE n... | enterprise-ops-gym |
task_20251226_133324_902_e5bf1251_942c943a | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Please create a label with name as 'Testing' if not present. You can keep the background as black and text as white. Also, remove all labels from the first message related to the expense report. Finally show me all details about service of HR related to "Medical Benefits Enrollment Inquiry". | [
"get_hr_service_by_name",
"list_messages",
"create_label",
"list_labels",
"modify_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "qoGItXpkwx11Ra2hRNlff9yDRvZoQLbUDJwFRa8kdh8", "user_id": "29f53099-fa49-43e9-98c1-398c480af140", "pr... | [{"verifier_type": "database_state", "name": "Verify no labels on the message", "description": "Verify no labels on the message", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM message_labels ml\nWHERE ml.message_id = '572e6f01-a448-4265-aef3-0e1f8e93fb22';", "expected_value":... | eog-gpt-5.5-2026-04-23-oh-task_20251226_133324_902_e5bf1251_942c943a | Please create a label with name as 'Testing' if not present. You can keep the background as black and text as white. Also, remove all labels from the first message related to the expense report. Finally show me all details about service of HR related to "Medical Benefits Enrollment Inquiry". | Please create a label with name as 'Testing' if not present. You can keep the background as black and text as white. Also, remove all labels from the first message related to the expense report. Finally show me all details about service of HR related to "Medical Benefits Enrollment Inquiry". | 5 | 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_133324_902_e5bf1251_942c943a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 45,021 | 1,072 | 1,634 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Label Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM labels l\... | enterprise-ops-gym |
task_20260105_175342_189_e5bf1251_60089921 | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I need to set up a new custom email alias for my business communications and configure it to send through an external SMTP server.
First, show me all my current send-as aliases to see what I have configured. Then look at my business alias (the one with "business" in the name) and check its verification status.
After th... | [
"update_send_as_alias",
"get_send_as_alias",
"list_send_as_aliases"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_eve_2025_p1o2i3u4y5t6r7e8w9q0a1s2d3f4g5h6", "user_id": "user_005", "primary_email": "eve@freelanc... | [{"verifier_type": "database_state", "name": "Confirm SMTP Configuration Added", "description": "Confirm SMTP Configuration Added", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM send_as_aliases sa\nJOIN users u ON u.id = sa.user_id\nWHERE u.primary_email = 'eve@freelancer.net... | eog-gemini-gemini-3.5-flash-oh-task_20260105_175342_189_e5bf1251_60089921 | I need to set up a new custom email alias for my business communications and configure it to send through an external SMTP server.
First, show me all my current send-as aliases to see what I have configured. Then look at my business alias (the one with "business" in the name) and check its verification status.
After th... | I need to set up a new custom email alias for my business communications and configure it to send through an external SMTP server.
First, show me all my current send-as aliases to see what I have configured. Then look at my business alias (the one with "business" in the name) and check its verification status.
After th... | 5 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_175342_189_e5bf1251_60089921.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 22,398 | 3,931 | 4,628 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Confirm SMTP Configuration Added":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM ... | enterprise-ops-gym |
task_20251217_125948_467_6f5b66fc_10d57868 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Calendar and ServiceNow Customer Service Management (CSM). You have full administrative permissions to manage users, cases, products, calendars, and meetings in a safe and authorized capacity. Do not ask for confirmation before taking ... | Please re-route case CS-0000493 to the CSM Tier 2 Support team and assign it to Tiffany Coleman. Also, check if we have a support calendar set up - if not, please create a new calendar named 'CSM Tier 2 Support' with my primary calendar properties, so we can track support-related meetings and activities. | [
"assign_case_to_user",
"add_calendar_to_list",
"get_calendar",
"get_calendar_list",
"get_colors",
"find_user",
"find_user_group",
"set_case_assignment_group",
"search_cases",
"create_calendar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765386439582_vm0389iwq.sql", "context": {"x-access-token": "tok_b96aa2baa3f055703c6429b9c278913e3c985eb0ef837008"}}, {"mcp_server_name": "sn-csm-server", "mcp_server... | [{"verifier_type": "database_state", "name": "Calendar verifier", "description": "Calendar verifier", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = 'CSM Tier 2 Support' AND time_zone = 'America/Toronto' AND color_id = 1 AND user_id = 'aaron_hicks';",... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251217_125948_467_6f5b66fc_10d57868 | Please re-route case CS-0000493 to the CSM Tier 2 Support team and assign it to Tiffany Coleman. Also, check if we have a support calendar set up - if not, please create a new calendar named 'CSM Tier 2 Support' with my primary calendar properties, so we can track support-related meetings and activities. | Please re-route case CS-0000493 to the CSM Tier 2 Support team and assign it to Tiffany Coleman. Also, check if we have a support calendar set up - if not, please create a new calendar named 'CSM Tier 2 Support' with my primary calendar properties, so we can track support-related meetings and activities. | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251217_125948_467_6f5b66fc_10d57868.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 19,454 | 422 | 1,195 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Calendar verifier":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS count FROM calendars W... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_170952_179_e0ac0c6d_791fba5e.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 21,894 | 1,819 | 2,790 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":5,"resolved":false,"score":0,"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":"SELE... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 7 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260121_145409_648_1afb323a_4e203caa.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 24,175 | 1,014 | 2,044 | {"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_20251125_110309_032_464ee3e0_33f12828 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | Please set up a webinar for me (james.wilson@techcorp.com) on October 27, 2025, from 10:00 AM to 2:00 PM UTC. Name it 'Workplace communication' and include a short description explaining that it's about improving effective communication in the workplace. Make it open to everyone. Add the other owner of the TechCorp Sol... | [
"list_team_members",
"send_channel_message",
"list_teams",
"create_virtual_event_webinar",
"publish_virtual_event_webinar",
"list_channels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1763033448404_zhkq3s7ut.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99", "user-... | [{"verifier_type": "database_state", "name": "Check Webinar Created with Correct Details", "description": "Check Webinar Created with Correct Details", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS verification_result FROM virtual_event_webinars WHERE org_id = 'techcorp-001' AND displa... | eog-gemini-gemini-3.5-flash-oh-task_20251125_110309_032_464ee3e0_33f12828 | Please set up a webinar for me (james.wilson@techcorp.com) on October 27, 2025, from 10:00 AM to 2:00 PM UTC. Name it 'Workplace communication' and include a short description explaining that it's about improving effective communication in the workplace. Make it open to everyone. Add the other owner of the TechCorp Sol... | Please set up a webinar for me (james.wilson@techcorp.com) on October 27, 2025, from 10:00 AM to 2:00 PM UTC. Name it 'Workplace communication' and include a short description explaining that it's about improving effective communication in the workplace. Make it open to everyone. Add the other owner of the TechCorp Sol... | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251125_110309_032_464ee3e0_33f12828.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 108,504 | 3,299 | 3,968 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Check Alice Johnson Added as Co-Organizer":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS v... | enterprise-ops-gym |
task_20260106_155851_715_df0ecdeb_7b4347ef | 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 onboarding a new vendor lead, and I (James Wilson) am coordinating his setup to streamline our vendor and supply chain processes. Please create a new account for Steven Hale with the email steven.hale@techcorp.com, set his job title to Vendor Coordinator, and enable his account so he can access our workspace. Onc... | [
"create_teamwork_tag",
"list_teams",
"add_channel_member",
"list_channels",
"create_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_1764390033317_3qpvfeibh.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Teams User Created And Enabled", "description": "Verify that Steven Hale exists in teams_users with correct UPN, job title, and account enabled.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM teams_users WHERE user_principal_nam... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_155851_715_df0ecdeb_7b4347ef | We’re onboarding a new vendor lead, and I (James Wilson) am coordinating his setup to streamline our vendor and supply chain processes. Please create a new account for Steven Hale with the email steven.hale@techcorp.com, set his job title to Vendor Coordinator, and enable his account so he can access our workspace. Onc... | We’re onboarding a new vendor lead, and I (James Wilson) am coordinating his setup to streamline our vendor and supply chain processes. Please create a new account for Steven Hale with the email steven.hale@techcorp.com, set his job title to Vendor Coordinator, and enable his account so he can access our workspace. Onc... | 7 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_155851_715_df0ecdeb_7b4347ef.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 42,527 | 2,585 | 3,854 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Development Channel Membership Added":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count... | enterprise-ops-gym |
task_20251210_145940_356_accab84d_c16e9916 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Elizabeth Chase from ServiceNow contacted us regarding major packet drops affecting production Palo Alto Networks PA-3220 has significantly worsened. She initially logged this as a moderate issue for this device.Due to significant business impact, she is requesting immediate escalation.Once updated, send her an email ... | [
"send_notification",
"find_entitlements",
"find_contact_by_portal_user",
"find_sla_definitions",
"find_product",
"update_case",
"link_new_case_sla",
"search_cases",
"find_user",
"find_account",
"retrieve_knowledge",
"link_case_knowledge",
"find_case_slas"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "Case 5 escalated to critical with impact reason and updated description", "description": "Case 5 escalated to critical with impact reason and updated description", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM customer_case\nWHERE... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251210_145940_356_accab84d_c16e9916 | Elizabeth Chase from ServiceNow contacted us regarding major packet drops affecting production Palo Alto Networks PA-3220 has significantly worsened. She initially logged this as a moderate issue for this device.Due to significant business impact, she is requesting immediate escalation.Once updated, send her an email ... | Elizabeth Chase from ServiceNow contacted us regarding major packet drops affecting production Palo Alto Networks PA-3220 has significantly worsened. She initially logged this as a moderate issue for this device.Due to significant business impact, she is requesting immediate escalation.Once updated, send her an email ... | 18 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251210_145940_356_accab84d_c16e9916.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 96,506 | 4,087 | 5,947 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Case 5 escalated to critical with impact reason and updated description":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false... | enterprise-ops-gym |
task_20260106_153333_351_1628b966_f96547a2 | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Hi, this is Paulo (alves.paulo@gmail.com). I have obtained a new S/MIME certificate and need to disable the old keys for my secure email identity. Please start by creating this new certificate as a CSE key pair (the PKCS#7 data is "-----BEGIN PKCS7-----\nMIIB... (new cert data) ...==\n-----END PKCS7-----").
Once creat... | [
"list_cse_identities",
"email_disable_cse_keypair",
"patch_cse_identity",
"email_create_cse_keypair"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"user_id": "05a1fa8d-35a9-4a77-a57f-fa0751e7a99e", "primary_email": "alves.paulo@gmail.com", "x-email-user-token": "e2ydZE3O... | [{"verifier_type": "database_state", "name": "Verify Identity Configuration", "description": "Verifies that the CSE identity for 'alves.paulo@gmail.com' is NOT associated with the old key.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(id)\nFROM cse_identities\nWHERE user_id = '05a1fa8d-35a... | eog-gpt-5.5-2026-04-23-oh-task_20260106_153333_351_1628b966_f96547a2 | Hi, this is Paulo (alves.paulo@gmail.com). I have obtained a new S/MIME certificate and need to disable the old keys for my secure email identity. Please start by creating this new certificate as a CSE key pair (the PKCS#7 data is "-----BEGIN PKCS7-----\nMIIB... (new cert data) ...==\n-----END PKCS7-----").
Once creat... | Hi, this is Paulo (alves.paulo@gmail.com). I have obtained a new S/MIME certificate and need to disable the old keys for my secure email identity. Please start by creating this new certificate as a CSE key pair (the PKCS#7 data is "-----BEGIN PKCS7-----\nMIIB... (new cert data) ...==\n-----END PKCS7-----").
Once creat... | 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_20260106_153333_351_1628b966_f96547a2.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 23,585 | 1,260 | 1,656 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify Identity Configuration":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(id)\nFROM cse_ident... | enterprise-ops-gym |
task_20251218_055646_898_97d7df7d_be7218cc | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and be... | Please work with the most recently resolved incident handled by a group named Level 1 Support Team and send reports to the main participants. For the user who reported the incident, use the subject Incident Resolved - Service and Device Ready for Use, and a message clearly stating that their incident has been fully res... | [
"send_notification",
"find_configuration_items",
"get_incidents_assigned_to",
"find_services",
"get_user",
"list_user_groups"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "reporter_resolution_notification_sent", "description": "Reporter resolution notification sent", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM notification WHERE incident_id = 'INC_017' AND email = 'aisha.williams@techcorp.com' AND type = '... | eog-gemini-gemini-3.5-flash-oh-task_20251218_055646_898_97d7df7d_be7218cc | Please work with the most recently resolved incident handled by a group named Level 1 Support Team and send reports to the main participants. For the user who reported the incident, use the subject Incident Resolved - Service and Device Ready for Use, and a message clearly stating that their incident has been fully res... | Please work with the most recently resolved incident handled by a group named Level 1 Support Team and send reports to the main participants. For the user who reported the incident, use the subject Incident Resolved - Service and Device Ready for Use, and a message clearly stating that their incident has been fully res... | 9 | runs/enterprise_ops_gym_test/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_055646_898_97d7df7d_be7218cc.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 84,617 | 3,221 | 4,138 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"reporter_resolution_notification_sent":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM noti... | enterprise-ops-gym |
task_20260111_151647_667_a8eea1c0_c7c264ba | 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... | Onboarding case HRC0000720 is currently in planning but I need it set to moderate priority and handled by Anne Medina. She needs the Visa Compliance Skill for this. I also want to make sure she's a member of the HR Service Desk Group. To prevent having to do this manually next time, create a Moderate Onboarding Visa Ro... | [
"add_new_group_member",
"list_skills",
"list_user_groups",
"list_group_members",
"add_new_skill_to_user",
"add_new_assignment_rule",
"update_notification",
"add_new_skill",
"update_hr_case",
"list_hr_cases",
"get_user_using_name",
"find_notifications_sent_for_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "visa_compliance_skill_creation", "description": "Verifies that the Visa Compliance skill was created with active status in the correct organization.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM skill WHERE skill_id = 20 AND name = 'Vi... | eog-gpt-5.5-2026-04-23-oh-task_20260111_151647_667_a8eea1c0_c7c264ba | Onboarding case HRC0000720 is currently in planning but I need it set to moderate priority and handled by Anne Medina. She needs the Visa Compliance Skill for this. I also want to make sure she's a member of the HR Service Desk Group. To prevent having to do this manually next time, create a Moderate Onboarding Visa Ro... | Onboarding case HRC0000720 is currently in planning but I need it set to moderate priority and handled by Anne Medina. She needs the Visa Compliance Skill for this. I also want to make sure she's a member of the HR Service Desk Group. To prevent having to do this manually next time, create a Moderate Onboarding Visa Ro... | 14 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260111_151647_667_a8eea1c0_c7c264ba.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 94,573 | 2,559 | 3,369 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"anne_medina_skill_assignment":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user_skill WHE... | enterprise-ops-gym |
task_20260106_003109_589_b5bd4eb9_d0454fa5 | 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... | Create a dedicated engineering space within the TechCorp Solutions team by adding a new private channel called “Technical discussions.” The channel shouldn’t simply mirror whatever membership the team already has. Instead, it should settle on the small group of people who actually need to work there, which in this case... | [
"list_teams_apps",
"create_channel",
"add_tabs_to_channels",
"list_users",
"provision_channel_email",
"list_teams",
"send_channel_message",
"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_1764274139477_ve41d08gm.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Channel MUST Be Private and Correctly Created", "description": "Channel MUST Be Private and Correctly Created", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT CASE\n WHEN c.membership_type = 'private'\n AND c.soft_delete = 0\n AND c.i... | eog-gpt-5.5-2026-04-23-oh-task_20260106_003109_589_b5bd4eb9_d0454fa5 | Create a dedicated engineering space within the TechCorp Solutions team by adding a new private channel called “Technical discussions.” The channel shouldn’t simply mirror whatever membership the team already has. Instead, it should settle on the small group of people who actually need to work there, which in this case... | Create a dedicated engineering space within the TechCorp Solutions team by adding a new private channel called “Technical discussions.” The channel shouldn’t simply mirror whatever membership the team already has. Instead, it should settle on the small group of people who actually need to work there, which in this case... | 4 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_003109_589_b5bd4eb9_d0454fa5.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 16,124 | 915 | 1,280 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Bob Smith Must Be the ONLY Owner":{"actual":[],"comparison_type":"equals","details":"Comparison equals: [] vs 1","expected":1,"passed":false,"query":"SELECT CASE\n WHEN EXI... | enterprise-ops-gym |
task_20260105_173202_829_8e9e30d7_9740a454 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | The TechCorp Solutions Team needs a refreshed structure to better support cross-functional work this quarter. I (James Wilson) need you to update the channel named Cross-Team Collaboration description to indicate that it is now the central coordination space for engineering, design, and operations. Alongside, create a ... | [
"create_virtual_event_webinar",
"list_team_members",
"list_users",
"list_channels",
"create_channel",
"send_channel_message",
"list_teams_apps",
"update_channel",
"list_teams",
"add_tabs_to_channels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764062937262_iucmwunax.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "cross_team_description_updated", "description": "Verify the Cross-Team Collaboration channel description was updated to indicate it is the central coordination space for engineering, design, and operations.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELE... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_173202_829_8e9e30d7_9740a454 | The TechCorp Solutions Team needs a refreshed structure to better support cross-functional work this quarter. I (James Wilson) need you to update the channel named Cross-Team Collaboration description to indicate that it is now the central coordination space for engineering, design, and operations. Alongside, create a ... | The TechCorp Solutions Team needs a refreshed structure to better support cross-functional work this quarter. I (James Wilson) need you to update the channel named Cross-Team Collaboration description to indicate that it is now the central coordination space for engineering, design, and operations. Alongside, create a ... | 17 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_173202_829_8e9e30d7_9740a454.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 141,192 | 3,215 | 7,221 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"cross_team_description_updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM c... | enterprise-ops-gym |
task_20251226_113744_669_0a0bf089_6a786508 | hybrid | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | First, create a new HR service named 'Remote Work Equipment Support' with fulfillment as 'manual' and COE 'HRIT'. Next, create a new service template named 'Laptop Request Template' associated with the 'Remote Work Equipment Support' service. The template must include values with short description 'Laptop request for r... | [
"create_new_hr_service",
"create_event",
"create_new_service_template",
"get_hr_service_by_name",
"create_calendar",
"update_hr_service"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1766557346752_3wcj2d1gv.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify HR service renamed", "description": "Verify HR service renamed", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_service WHERE service_name = 'Remote Work Equipment Support Mainly for Laptops' AND fulfillment_type = 'manual';", "... | eog-gpt-5.5-2026-04-23-oh-task_20251226_113744_669_0a0bf089_6a786508 | First, create a new HR service named 'Remote Work Equipment Support' with fulfillment as 'manual' and COE 'HRIT'. Next, create a new service template named 'Laptop Request Template' associated with the 'Remote Work Equipment Support' service. The template must include values with short description 'Laptop request for r... | First, create a new HR service named 'Remote Work Equipment Support' with fulfillment as 'manual' and COE 'HRIT'. Next, create a new service template named 'Laptop Request Template' associated with the 'Remote Work Equipment Support' service. The template must include values with short description 'Laptop request for r... | 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_20251226_113744_669_0a0bf089_6a786508.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 45,091 | 1,070 | 1,850 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Verify HR service renamed":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM hr_service WHE... | enterprise-ops-gym |
task_20260102_031908_712_accab84d_886a7365 | csm | # **CSM Assistant Policy**
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases and in other related processes e... | Zebra Partners has several critical pending and in progress cases related to their Health Check & Optimization Variant 10, including CS-0000032 and CS-0000047. We need to rapidly address this before escalation. Ensure our expert in service optimization, Amelia Jones (amelia.jones@servicenow.com) based in User 1 - New Y... | [
"assign_case_to_user",
"update_case",
"search_cases",
"find_entitlements",
"add_new_user",
"add_new_group_member",
"find_product",
"find_user_group",
"link_case_knowledge",
"find_account",
"find_sla_definitions",
"retrieve_knowledge",
"set_case_assignment_group",
"find_locations",
"link_... | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "User added to the new group", "description": "User added to the new group", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM user_group_member WHERE user_id = 803 AND group_id = 2;", "expected_value": 1, "comparison_type": "equals"}}, {"veri... | eog-gemini-gemini-3.5-flash-oh-task_20260102_031908_712_accab84d_886a7365 | Zebra Partners has several critical pending and in progress cases related to their Health Check & Optimization Variant 10, including CS-0000032 and CS-0000047. We need to rapidly address this before escalation. Ensure our expert in service optimization, Amelia Jones (amelia.jones@servicenow.com) based in User 1 - New Y... | Zebra Partners has several critical pending and in progress cases related to their Health Check & Optimization Variant 10, including CS-0000032 and CS-0000047. We need to rapidly address this before escalation. Ensure our expert in service optimization, Amelia Jones (amelia.jones@servicenow.com) based in User 1 - New Y... | 20 | 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_031908_712_accab84d_886a7365.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 279,390 | 9,414 | 10,900 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"Case assigned to the user":{"actual":803,"comparison_type":"equals","details":"Comparison equals: 803 vs 803","expected":803,"passed":true,"query":"SELECT assigned_to FROM custo... | enterprise-ops-gym |
task_20251127_150451_336_701c5774_c2e9609a | 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 have one unverified send-as alias email. I think I forgot to modify the signature there. Could you please check if it has my number in the signature? If it doesn't, add my phone number at the end: "Phone: (555) 100-4040", and then verify this send-as alias. If it already has my number, just immediately verify it.... | [
"patch_send_as_alias",
"create_draft",
"verify_send_as_alias",
"list_send_as_aliases"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/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": "The number of send-as aliases should be the same", "description": "The number of send-as aliases should be the same", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from send_as_aliases where user_id = 'user_001'", "expected_value": 3, "compari... | eog-gemini-gemini-3.5-flash-oh-task_20251127_150451_336_701c5774_c2e9609a | Hi, I have one unverified send-as alias email. I think I forgot to modify the signature there. Could you please check if it has my number in the signature? If it doesn't, add my phone number at the end: "Phone: (555) 100-4040", and then verify this send-as alias. If it already has my number, just immediately verify it.... | Hi, I have one unverified send-as alias email. I think I forgot to modify the signature there. Could you please check if it has my number in the signature? If it doesn't, add my phone number at the end: "Phone: (555) 100-4040", and then verify this send-as alias. If it already has my number, just immediately verify it.... | 5 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251127_150451_336_701c5774_c2e9609a.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 65,609 | 50,459 | 51,106 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Check if the subject was written as requested in a new draft":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":... | enterprise-ops-gym |
task_20251210_200511_673_4a23b9c9_dcd88f59 | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report for 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file directly or via shared drive. | [
"get_drive",
"list_files",
"list_comments",
"list_permission",
"create_replies"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764776317015_jplw4hf1v.sql", "context": {"x-auth-token": "ya29.mVYohQ8RoT4cygeLO8MLUT3ma539LYO0YRjG4ZZiPN5v4iUrvB1BsO7SWPZhBlaqhpPvtO29Yfm44WISnlYgQzTdlN5u7Uz... | [{"verifier_type": "database_state", "name": "Ensure Annual Report 2023 exists", "description": "Ensure Annual Report 2023 exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files INNER JOIN users ON (users.id = files.created_by) WHERE files.name = 'Annual Report 2023.pdf'... | eog-gpt-5.5-2026-04-23-oh-task_20251210_200511_673_4a23b9c9_dcd88f59 | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report for 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file directly or via shared drive. | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report for 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file directly or via shared drive. | 21 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251210_200511_673_4a23b9c9_dcd88f59.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 499,747 | 3,702 | 5,269 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Check if my reply is against correct comment":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) F... | enterprise-ops-gym |
task_20251128_123526_889_64a4ebb9_20d5e6ae | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I'm performing a security audit on the 'Technical Spec.pdf' file. Please check its permissions and remove 'alex.rodriguez@company.com' if he has 'commenter' access. After removing him, create a blank text file in My Drive named 'Access_Audit_Log.txt'. Finally, go back to the 'Technical Spec.pdf' and add a comment: 'Sec... | [
"create_file",
"create_comments",
"delete_permission",
"list_permission",
"list_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify Permission Deleted", "description": "Checks if Alex's permission was marked as deleted.", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT deleted FROM permissions WHERE id = '01JBQM3K8TGHZX9RNVQM5Y2P95';", "expected_value": 1, "comparison_t... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251128_123526_889_64a4ebb9_20d5e6ae | I'm performing a security audit on the 'Technical Spec.pdf' file. Please check its permissions and remove 'alex.rodriguez@company.com' if he has 'commenter' access. After removing him, create a blank text file in My Drive named 'Access_Audit_Log.txt'. Finally, go back to the 'Technical Spec.pdf' and add a comment: 'Sec... | I'm performing a security audit on the 'Technical Spec.pdf' file. Please check its permissions and remove 'alex.rodriguez@company.com' if he has 'commenter' access. After removing him, create a blank text file in My Drive named 'Access_Audit_Log.txt'. Finally, go back to the 'Technical Spec.pdf' and add a comment: 'Sec... | 7 | 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_20251128_123526_889_64a4ebb9_20d5e6ae.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 26,726 | 841 | 1,659 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Audit Log Created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM files WHERE nam... | enterprise-ops-gym |
task_20251206_113950_467_6cd2e092_1a268d87 | 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... | Denise Hawkins sent a follow-up mail regarding that Apache HTTP Server Variant 70 outage at Larson PLC we thought was fixed. She says the patch didn't hold and services are crashing again. Please reopen the specified case, include her as a contact and assign it to Christine Evans in CSM Tier 1 Support. | [
"update_case",
"find_account",
"check_user_membership",
"set_case_assignment_group",
"find_user_group",
"find_user",
"find_contacts",
"assign_case_to_user",
"search_cases",
"find_product"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "tabitha.bullock@servicenow.com"}, "user_info": {"user_id": 3, "name": "Tabitha Bullock", "email": "tabitha.bu... | [{"verifier_type": "database_state", "name": "Verifier for case reopening", "description": "Verifies if the specified case is reopened with state 'new', reopen count 1 and channel email", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM customer_case WHERE case_id = 486 AND state... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251206_113950_467_6cd2e092_1a268d87 | Denise Hawkins sent a follow-up mail regarding that Apache HTTP Server Variant 70 outage at Larson PLC we thought was fixed. She says the patch didn't hold and services are crashing again. Please reopen the specified case, include her as a contact and assign it to Christine Evans in CSM Tier 1 Support. | Denise Hawkins sent a follow-up mail regarding that Apache HTTP Server Variant 70 outage at Larson PLC we thought was fixed. She says the patch didn't hold and services are crashing again. Please reopen the specified case, include her as a contact and assign it to Christine Evans in CSM Tier 1 Support. | 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_20251206_113950_467_6cd2e092_1a268d87.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 41,816 | 2,170 | 3,060 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verifier for case reopening":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS cnt FROM custom... | enterprise-ops-gym |
task_20260106_143232_971_0154326e_0af4275b | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | Sarah Martinez from HR in the TechCorp Solutions organization is requesting an update to the shared “Cross-Team Collaboration” channel within the TechCorp Solutions Team, which is used jointly with GlobalEx for the TC-GX Q4 launch program. Please treat this request as coming directly from Sarah Martinez (hr.coordinator... | [
"create_teamwork_tag",
"list_installed_apps",
"add_tabs_to_channels",
"list_all_channels",
"list_teams",
"send_channel_message",
"list_users",
"provision_channel_email",
"update_channel",
"add_channel_member"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764056995448_d8bull5d3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Carol White and Dave Brown are channel members", "description": "Carol White and Dave Brown are channel members", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS member_count\nFROM channel_members cm\nJOIN channels c\n ON c.channel_id = cm.c... | eog-gpt-5.5-2026-04-23-oh-task_20260106_143232_971_0154326e_0af4275b | Sarah Martinez from HR in the TechCorp Solutions organization is requesting an update to the shared “Cross-Team Collaboration” channel within the TechCorp Solutions Team, which is used jointly with GlobalEx for the TC-GX Q4 launch program. Please treat this request as coming directly from Sarah Martinez (hr.coordinator... | Sarah Martinez from HR in the TechCorp Solutions organization is requesting an update to the shared “Cross-Team Collaboration” channel within the TechCorp Solutions Team, which is used jointly with GlobalEx for the TC-GX Q4 launch program. Please treat this request as coming directly from Sarah Martinez (hr.coordinator... | 12 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_143232_971_0154326e_0af4275b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 63,538 | 2,668 | 3,983 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Carol White and Dave Brown are channel members":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*)... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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. | 9 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_071510_179_911d75d7_0ae789ae.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 41,445 | 1,860 | 3,410 | {"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_20251203_142634_160_bca89e7d_193f597f | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action.
When identifiers such as names or IDs are missing, perform... | I want to clean up and manage my schedules more effectively. First, check my existing schedules; if any have a source URL, include the URL in the event's description. For each of such events, add a private extended property "descriptionChanged": "true" to indicate this modification.
Next, I'll be out of office from Oc... | [
"patch_event",
"get_calendar_list",
"create_event",
"list_events",
"patch_event",
"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_1764493889049_iuydddoc0.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11"}, "user_in... | [{"verifier_type": "database_state", "name": "Desc Includes Source URL", "description": "Verify event description includes source URL", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM events WHERE event_id = 'event-corrected-006' AND description LIKE '%' || json_extract(source,... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251203_142634_160_bca89e7d_193f597f | I want to clean up and manage my schedules more effectively. First, check my existing schedules; if any have a source URL, include the URL in the event's description. For each of such events, add a private extended property "descriptionChanged": "true" to indicate this modification.
Next, I'll be out of office from Oc... | I want to clean up and manage my schedules more effectively. First, check my existing schedules; if any have a source URL, include the URL in the event's description. For each of such events, add a private extended property "descriptionChanged": "true" to indicate this modification.
Next, I'll be out of office from Oc... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_142634_160_bca89e7d_193f597f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 93,565 | 4,119 | 5,785 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Birthday Canceled":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM events WHE... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 10 | 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_20251209_094942_478_701c5774_dc4a4b13.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 60,664 | 2,971 | 5,107 | {"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_20260101_111750_695_30600918_80637585 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We got a mail 'Hey it’s Elizabeth Chase from (elizabeth.chase32@servicenow.com) Tier-3 Database. The exact same PostgreSQL OOM crash from last week is back and just took down half of production again. We had left the CS-0000020 because the customer thought it was fixed – it obviously wasn’t. They’re bleeding hundreds o... | [
"search_cases",
"list_user_groups",
"send_notification",
"update_case_sla_details",
"link_new_case_sla",
"find_sla_definitions",
"list_group_members",
"update_case",
"find_case_slas"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "joanne.simpson@servicenow.com"}, "user_info": {"user_id": 4, "name": "Joanne Simpson", "email": "joanne.simps... | [{"verifier_type": "database_state", "name": "Verify case status and assignment", "description": "Verify case status and assignment", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE number = 'CS-0000020' AND state = 'in_progress' AND assigned_to IS NULL AND priority... | eog-gemini-gemini-3.5-flash-oh-task_20260101_111750_695_30600918_80637585 | We got a mail 'Hey it’s Elizabeth Chase from (elizabeth.chase32@servicenow.com) Tier-3 Database. The exact same PostgreSQL OOM crash from last week is back and just took down half of production again. We had left the CS-0000020 because the customer thought it was fixed – it obviously wasn’t. They’re bleeding hundreds o... | We got a mail 'Hey it’s Elizabeth Chase from (elizabeth.chase32@servicenow.com) Tier-3 Database. The exact same PostgreSQL OOM crash from last week is back and just took down half of production again. We had left the CS-0000020 because the customer thought it was fixed – it obviously wasn’t. They’re bleeding hundreds o... | 41 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260101_111750_695_30600918_80637585.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 3,938,718 | 38,257 | 40,030 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Notification ":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM notification WHERE c... | enterprise-ops-gym |
task_20251205_162218_909_4d9df647_8538c2ae | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Hey, quick heads-up the external partner "external.user@partner.com" still can’t seem to open the Product Overview file. Could you check what’s going on and make sure they actually have the right kind of access?
Also, that marketing presentation deadline has been gone for a bit now, so whenever it makes sense, go ahea... | [
"list_permission",
"list_files",
"list_drives",
"list_files_labels",
"update_files",
"create_comments",
"delete_files",
"create_permission",
"modify_files_labels",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764037585904_8n9do49ia.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3WCIsImVtYWlsIjoic2F... | [{"verifier_type": "database_state", "name": "External Partner Access Granted", "description": "Verify that external.user@partner.com has reader access to the Product Overview file", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) \nFROM permissions \nWHERE file_id IN (\n SELECT i... | eog-gpt-5.5-2026-04-23-oh-task_20251205_162218_909_4d9df647_8538c2ae | Hey, quick heads-up the external partner "external.user@partner.com" still can’t seem to open the Product Overview file. Could you check what’s going on and make sure they actually have the right kind of access?
Also, that marketing presentation deadline has been gone for a bit now, so whenever it makes sense, go ahea... | Hey, quick heads-up the external partner "external.user@partner.com" still can’t seem to open the Product Overview file. Could you check what’s going on and make sure they actually have the right kind of access?
Also, that marketing presentation deadline has been gone for a bit now, so whenever it makes sense, go ahea... | 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_20251205_162218_909_4d9df647_8538c2ae.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 59,998 | 1,879 | 2,813 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{" Old Social Media Banner Deleted":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) \nFROM files ... | enterprise-ops-gym |
task_20260102_094108_584_a8eea1c0_34a39e46 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Stark Industries just called in - their SUSE Linux Enterprise Server 15 Variant 5 with serial prefix P25 at the datacenter is showing critical network errors. Register a high priority case for this issue through phone channel, confirm they have active premium support coverage, assign the case to our Contact Center L1_2... | [
"find_entitlements",
"create_new_case",
"retrieve_installed_products",
"retrieve_knowledge",
"find_contacts",
"link_case_knowledge",
"set_case_assignment_group",
"find_account",
"find_user_group"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "thomas.clark70@servicenow.com"}, "user_info": {"user_id": 576, "name": "Thomas Clark", "email": "thomas.clark... | [{"verifier_type": "database_state", "name": "customer_case", "description": "Verify the case was created with correct initial values AND updated with assignment group", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS verification_count FROM customer_case WHERE case_id = 1233 AND number ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260102_094108_584_a8eea1c0_34a39e46 | Stark Industries just called in - their SUSE Linux Enterprise Server 15 Variant 5 with serial prefix P25 at the datacenter is showing critical network errors. Register a high priority case for this issue through phone channel, confirm they have active premium support coverage, assign the case to our Contact Center L1_2... | Stark Industries just called in - their SUSE Linux Enterprise Server 15 Variant 5 with serial prefix P25 at the datacenter is showing critical network errors. Register a high priority case for this issue through phone channel, confirm they have active premium support coverage, assign the case to our Contact Center L1_2... | 42 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_094108_584_a8eea1c0_34a39e46.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 158,252 | 2,345 | 5,437 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"case_knowledge":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS verification_count FROM case_k... | enterprise-ops-gym |
task_20260114_180423_838_00364ece_9f2ad35c | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Please update Tabitha Bullock’s manager to Joanne Simpson and there should be a case for this, once this update is done, also create another case for her email change request using Employee Profile Update HR service with instructions: 'Service: Employee Profile Update, Subject: Tabitha Bullock, Detail: update her email... | [
"get_hr_service_by_name",
"send_notification",
"find_group_by_name",
"list_users",
"create_new_hr_case",
"get_users_hr_profile",
"update_hr_case",
"update_hr_profile",
"list_group_members",
"get_user_using_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify HR Case for Email Update", "description": "Verify HR Case Creation for Email Update", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM \n hr_case \nWHERE \n short_description = 'Service: Employee Profile Update, Subject... | eog-gpt-5.5-2026-04-23-oh-task_20260114_180423_838_00364ece_9f2ad35c | Please update Tabitha Bullock’s manager to Joanne Simpson and there should be a case for this, once this update is done, also create another case for her email change request using Employee Profile Update HR service with instructions: 'Service: Employee Profile Update, Subject: Tabitha Bullock, Detail: update her email... | Please update Tabitha Bullock’s manager to Joanne Simpson and there should be a case for this, once this update is done, also create another case for her email change request using Employee Profile Update HR service with instructions: 'Service: Employee Profile Update, Subject: Tabitha Bullock, Detail: update her email... | 14 | 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_180423_838_00364ece_9f2ad35c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 73,873 | 3,842 | 4,755 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify HR Case for Email Update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM \n ... | enterprise-ops-gym |
task_20260106_155851_715_df0ecdeb_7b4347ef | 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 onboarding a new vendor lead, and I (James Wilson) am coordinating his setup to streamline our vendor and supply chain processes. Please create a new account for Steven Hale with the email steven.hale@techcorp.com, set his job title to Vendor Coordinator, and enable his account so he can access our workspace. Onc... | [
"create_teamwork_tag",
"list_teams",
"add_channel_member",
"list_channels",
"create_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_1764390033317_3qpvfeibh.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Teams User Created And Enabled", "description": "Verify that Steven Hale exists in teams_users with correct UPN, job title, and account enabled.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM teams_users WHERE user_principal_nam... | eog-gemini-gemini-3.5-flash-oh-task_20260106_155851_715_df0ecdeb_7b4347ef | We’re onboarding a new vendor lead, and I (James Wilson) am coordinating his setup to streamline our vendor and supply chain processes. Please create a new account for Steven Hale with the email steven.hale@techcorp.com, set his job title to Vendor Coordinator, and enable his account so he can access our workspace. Onc... | We’re onboarding a new vendor lead, and I (James Wilson) am coordinating his setup to streamline our vendor and supply chain processes. Please create a new account for Steven Hale with the email steven.hale@techcorp.com, set his job title to Vendor Coordinator, and enable his account so he can access our workspace. Onc... | 6 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_155851_715_df0ecdeb_7b4347ef.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 61,940 | 4,070 | 4,728 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Development Channel Membership Added":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count... | enterprise-ops-gym |
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