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values | verifiers stringlengths 649 14.8k | instance_id stringlengths 68 99 | problem_statement stringlengths 133 8.4k | instruction stringlengths 133 8.4k | num_actions int64 1 212 | conversation_archive_path stringlengths 228 265 | benchmark_run_name stringclasses 3
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values | prompt_tokens int64 4.78k 7.25M | reasoning_tokens int64 131 50.5k | completion_tokens int64 532 149k | enterprise_ops_test_result stringlengths 612 11.1k | benchmark stringclasses 1
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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
task_20251212_081413_439_66392a82_7eb34f57 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | The case CS-0000026 was created some time ago, but it was never properly aligned with the right knowledge article or owned by the correct internal team. Look-up for relevant knowledge article for this SQL Server 2019 patchset service instability. Going forward, the case should be overseen by "Randy Martinez", who will ... | [
"find_user",
"search_cases",
"retrieve_knowledge",
"add_new_group_member",
"update_knowledge",
"link_case_knowledge",
"check_user_membership",
"update_case",
"find_user_group"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Knowledge published state", "description": "Checks that knowledge_id = 101 (KB-0000101) for product 67 (Microsoft SQL Server 2019 Patchset 47) is now in published state.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM knowledge WHE... | eog-gpt-5.5-2026-04-23-oh-task_20251212_081413_439_66392a82_7eb34f57 | The case CS-0000026 was created some time ago, but it was never properly aligned with the right knowledge article or owned by the correct internal team. Look-up for relevant knowledge article for this SQL Server 2019 patchset service instability. Going forward, the case should be overseen by "Randy Martinez", who will ... | The case CS-0000026 was created some time ago, but it was never properly aligned with the right knowledge article or owned by the correct internal team. Look-up for relevant knowledge article for this SQL Server 2019 patchset service instability. Going forward, the case should be overseen by "Randy Martinez", who will ... | 9 | runs/enterprise_ops_gym_test/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_20251212_081413_439_66392a82_7eb34f57.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 52,613 | 1,561 | 2,116 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Case Knowledge linkage":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS cnt FROM case_knowle... | enterprise-ops-gym |
task_20260109_145235_208_64a4ebb9_9befb3ae | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Carmen needs to get some solid monitoring in place for that 'Monthly Financials.xls.xlsx' file before the quarterly audit rolls around.
First, make sure the file exists (create it if you can't find it).
Then, check who’s got access right now—just pull a full list of permissions. Also, take a quick look at the file’s... | [
"list_changes",
"list_permission",
"get_files",
"get_changes_start_page_token",
"list_revisions",
"update_files",
"watch_files",
"create_comments",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764755314410_f227g8ov4.sql", "context": {"x_auth_token": "ya29.ZH_vhrq26vaob5lBJuSNVEh4K5Gl_KZutOkssEBqgJjrpL28omzvdfuhm4HTryVB2WJwvOn2PpopjPcWq73EK14LjHNpfiB... | [{"verifier_type": "database_state", "name": "File Description Updated", "description": "File Description Updated", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "WITH target_file AS (\n SELECT id, description FROM files\n WHERE name = 'Monthly Financials.xls.xlsx' AND trashed = 0\n ORDER BY cre... | eog-gemini-gemini-3.5-flash-oh-task_20260109_145235_208_64a4ebb9_9befb3ae | Carmen needs to get some solid monitoring in place for that 'Monthly Financials.xls.xlsx' file before the quarterly audit rolls around.
First, make sure the file exists (create it if you can't find it).
Then, check who’s got access right now—just pull a full list of permissions. Also, take a quick look at the file’s... | Carmen needs to get some solid monitoring in place for that 'Monthly Financials.xls.xlsx' file before the quarterly audit rolls around.
First, make sure the file exists (create it if you can't find it).
Then, check who’s got access right now—just pull a full list of permissions. Also, take a quick look at the file’s... | 17 | 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_20260109_145235_208_64a4ebb9_9befb3ae.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 789,596 | 6,878 | 8,881 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Comprehensive Audit Comment Created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"WITH target_file AS (\n S... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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/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_054515_137_1628b966_fe1068d4.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 13,234 | 1,290 | 2,583 | {"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_20260108_160846_466_8e9e30d7_7e50c8e2 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | I need to set up a centralized incident response chat for our team TechCorp Solutions. Create a group chat called 'Incident Response Triage' with John Davis, Alice Johnson, and Bob Smith. Post a kickoff message explaining this is now our hub for all P1 and P2 production issues. Pin it so it stays visible. Add a Planner... | [
"list_users",
"add_tab_to_chat",
"list_teams",
"create_chat",
"list_teams_apps",
"list_team_members",
"create_call",
"send_chat_message",
"create_teamwork_tag",
"pin_chat_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1763471775019_vb5gclmn3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "techcorp_incident_responders_tag_created", "description": "Verify that the 'Incident Responders' teamwork tag was created on the TechCorp Solutions Team.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT CASE WHEN COUNT(*) > 0 THEN 1 ELSE 0 END FROM team... | eog-gpt-5.5-2026-04-23-oh-task_20260108_160846_466_8e9e30d7_7e50c8e2 | I need to set up a centralized incident response chat for our team TechCorp Solutions. Create a group chat called 'Incident Response Triage' with John Davis, Alice Johnson, and Bob Smith. Post a kickoff message explaining this is now our hub for all P1 and P2 production issues. Pin it so it stays visible. Add a Planner... | I need to set up a centralized incident response chat for our team TechCorp Solutions. Create a group chat called 'Incident Response Triage' with John Davis, Alice Johnson, and Bob Smith. Post a kickoff message explaining this is now our hub for all P1 and P2 production issues. Pin it so it stays visible. Add a Planner... | 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_20260108_160846_466_8e9e30d7_7e50c8e2.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 16,207 | 1,603 | 1,987 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"techcorp_incident_group_call_created_with_correct_participants":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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. | 5 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_143038_654_e5bf1251_b9e616b8.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 16,539 | 943 | 1,581 | {"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_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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/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_155214_819_baf0b358_0cf4418f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 50,212 | 1,471 | 3,624 | {"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_20260102_165223_158_99ba2325_67a4a1e9 | csm | # **CSM Agent Policy**
You are a Customer Service Management agent. 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, can you update the subscription contract for Zebra Partners to reflect the new quarterly pricing? It should be set at 25.798k $. Also, when you check their main contact, if they’re still using an IND number, go ahead and replace it with this Japan-based one instead: +81-90-1234-5678. Make sure the main contact's l... | [
"list_users",
"update_contract",
"find_locations",
"update_user_details",
"find_contracts",
"find_contacts",
"find_account"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1767372661119_sqfnogxfo.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 contract price", "description": "Check correct contract price update", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM contract WHERE contract_id = 3 and contract_type = 'subscription' AND status = 'active' AND contract_price = 25798"... | eog-gemini-gemini-3.5-flash-oh-task_20260102_165223_158_99ba2325_67a4a1e9 | Hey, can you update the subscription contract for Zebra Partners to reflect the new quarterly pricing? It should be set at 25.798k $. Also, when you check their main contact, if they’re still using an IND number, go ahead and replace it with this Japan-based one instead: +81-90-1234-5678. Make sure the main contact's l... | Hey, can you update the subscription contract for Zebra Partners to reflect the new quarterly pricing? It should be set at 25.798k $. Also, when you check their main contact, if they’re still using an IND number, go ahead and replace it with this Japan-based one instead: +81-90-1234-5678. Make sure the main contact's l... | 13 | 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_165223_158_99ba2325_67a4a1e9.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 232,093 | 6,340 | 7,250 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Check contract price":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM contract WHERE contrac... | enterprise-ops-gym |
task_20260106_160701_640_ae7b45e2_d0d75212 | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Please carry out the Q4 2024 backup process for our marketing materials. First, find 'Marketing Strategy 2024.pptx' in the Recruitment Team shared drive and export it as PDF for local storage. Then add a verification comment to the original file stating: 'Q4 2024 BACKUP COMPLETED: Marketing Strategy presentation backed... | [
"create_comments",
"list_drives",
"list_files",
"download_files",
"list_comments"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764755314410_f227g8ov4.sql", "context": {"x_auth_token": "ya29.E79oYmqohz4_yuNhAYfz7UsMx_YpFIXLCr1kMAgGtrvs9aINJEW2HfI54QtDpnvBx6yx7zaZkX9Y2Nekrf6VGmITgDUfwme... | [{"verifier_type": "database_state", "name": "Verify Marketing Strategy Exists", "description": "Confirms Marketing Strategy 2024.pptx exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM files WHERE id = '02BDCAC933AC4C029D6DAA98B0' AND trashed = false;", "expected_v... | eog-gemini-gemini-3.5-flash-oh-task_20260106_160701_640_ae7b45e2_d0d75212 | Please carry out the Q4 2024 backup process for our marketing materials. First, find 'Marketing Strategy 2024.pptx' in the Recruitment Team shared drive and export it as PDF for local storage. Then add a verification comment to the original file stating: 'Q4 2024 BACKUP COMPLETED: Marketing Strategy presentation backed... | Please carry out the Q4 2024 backup process for our marketing materials. First, find 'Marketing Strategy 2024.pptx' in the Recruitment Team shared drive and export it as PDF for local storage. Then add a verification comment to the original file stating: 'Q4 2024 BACKUP COMPLETED: Marketing Strategy presentation backed... | 5 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_160701_640_ae7b45e2_d0d75212.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 39,737 | 2,495 | 3,177 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Backup Comment Added":{"actual":1,"comparison_type":"greater_than","details":"Comparison greater_than: 1 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS c... | enterprise-ops-gym |
task_20251231_152332_133_ad5a67e3_2a4e226c | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Ryan Allen reviewed the case assigned to him regarding Palo Alto Networks PA-3220 and found that the applied knowledge article is retired. Republish this retired knowledge article and reconfirm the linkage to the case. | [
"link_case_knowledge",
"get_cases_assigned_to",
"update_knowledge",
"retrieve_knowledge",
"find_case_knowledge_linkages",
"find_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "ryan.allen@servicenow.com"}, "user_info": {"user_id": 62, "name": "Ryan Allen", "email": "ryan.allen@servicen... | [{"verifier_type": "database_state", "name": "Link published KB", "description": "validate kb linked", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM case_knowledge WHERE case_kb_id = 528 AND case_id = 5 AND knowledge_id = 195 AND used_as = 'applied';", "expected_value": 1, "compariso... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251231_152332_133_ad5a67e3_2a4e226c | Ryan Allen reviewed the case assigned to him regarding Palo Alto Networks PA-3220 and found that the applied knowledge article is retired. Republish this retired knowledge article and reconfirm the linkage to the case. | Ryan Allen reviewed the case assigned to him regarding Palo Alto Networks PA-3220 and found that the applied knowledge article is retired. Republish this retired knowledge article and reconfirm the linkage to the case. | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251231_152332_133_ad5a67e3_2a4e226c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 30,921 | 447 | 1,046 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Link published KB":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM case_knowledge WHERE ca... | enterprise-ops-gym |
task_20260106_160701_640_ae7b45e2_d0d75212 | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Please carry out the Q4 2024 backup process for our marketing materials. First, find 'Marketing Strategy 2024.pptx' in the Recruitment Team shared drive and export it as PDF for local storage. Then add a verification comment to the original file stating: 'Q4 2024 BACKUP COMPLETED: Marketing Strategy presentation backed... | [
"create_comments",
"list_drives",
"list_files",
"download_files",
"list_comments"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764755314410_f227g8ov4.sql", "context": {"x_auth_token": "ya29.E79oYmqohz4_yuNhAYfz7UsMx_YpFIXLCr1kMAgGtrvs9aINJEW2HfI54QtDpnvBx6yx7zaZkX9Y2Nekrf6VGmITgDUfwme... | [{"verifier_type": "database_state", "name": "Verify Marketing Strategy Exists", "description": "Confirms Marketing Strategy 2024.pptx exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM files WHERE id = '02BDCAC933AC4C029D6DAA98B0' AND trashed = false;", "expected_v... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_160701_640_ae7b45e2_d0d75212 | Please carry out the Q4 2024 backup process for our marketing materials. First, find 'Marketing Strategy 2024.pptx' in the Recruitment Team shared drive and export it as PDF for local storage. Then add a verification comment to the original file stating: 'Q4 2024 BACKUP COMPLETED: Marketing Strategy presentation backed... | Please carry out the Q4 2024 backup process for our marketing materials. First, find 'Marketing Strategy 2024.pptx' in the Recruitment Team shared drive and export it as PDF for local storage. Then add a verification comment to the original file stating: 'Q4 2024 BACKUP COMPLETED: Marketing Strategy presentation backed... | 5 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_160701_640_ae7b45e2_d0d75212.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 44,539 | 3,242 | 4,671 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Backup Comment Added":{"actual":1,"comparison_type":"greater_than","details":"Comparison greater_than: 1 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS c... | enterprise-ops-gym |
task_20251203_133512_548_e81f6083_738dfe0c | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Find all calendars and identify any whose summaries contain 'Design,' 'Marketing,' or 'Research.' Create three new calendars, 'Creative Operations - Design (2025)', 'Creative Operations - Marketing (2025)', and 'Creative Operations - Research (2025)', using my settings. Fully update the metadata for each new calendar b... | [
"get_colors",
"clear_calendar",
"create_calendar",
"create_event",
"list_settings",
"get_calendar_list",
"remove_calendar_from_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "tok_177f0c994415e80c29e2a1827c151285705a09752ec7eeef"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "verify_design_calendar_created", "description": "Verify Creative Operations - Design calendar was created with correct properties", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM calendars WHERE user_id = 'adriana_sanchez1' AND summary = 'C... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251203_133512_548_e81f6083_738dfe0c | Find all calendars and identify any whose summaries contain 'Design,' 'Marketing,' or 'Research.' Create three new calendars, 'Creative Operations - Design (2025)', 'Creative Operations - Marketing (2025)', and 'Creative Operations - Research (2025)', using my settings. Fully update the metadata for each new calendar b... | Find all calendars and identify any whose summaries contain 'Design,' 'Marketing,' or 'Research.' Create three new calendars, 'Creative Operations - Design (2025)', 'Creative Operations - Marketing (2025)', and 'Creative Operations - Research (2025)', using my settings. Fully update the metadata for each new calendar b... | 9 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_133512_548_e81f6083_738dfe0c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 32,223 | 3,599 | 5,133 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":11,"verification_results":{"verify_design_calendar_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM calen... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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. | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251206_113950_467_6cd2e092_1a268d87.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 72,439 | 7,923 | 8,828 | {"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_20251218_115158_065_1628b966_72217cb4 | 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). We have a confirmed hard down on our primary SAP Database server. I need to trigger the emergency protocols immediately.
First, go into the ITSM system and find the configuration item with the serial number 'SRV-ORC-9981'. Once you have identified the asset, create a new inci... | [
"create_incident",
"create_forwarding_address",
"update_auto_forwarding",
"find_configuration_item_by_serial_number",
"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": "e2ydZE3Oiy8cJ4z7udwwhVguVuKC6K_zR7f6GTjjJGg", "user_id": "05a1fa8d-35a9-4a77-a57f-fa0751e7a99e", "pr... | [{"verifier_type": "database_state", "name": "Verify Incident on CI", "description": "Verifies that a critical incident exists for the specific SAP CI.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(i.incident_id)\nFROM incident i\nJOIN configuration_item ci ON i.configuration_item = ci.conf... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251218_115158_065_1628b966_72217cb4 | Hi, this is Paulo (alves.paulo@gmail.com). We have a confirmed hard down on our primary SAP Database server. I need to trigger the emergency protocols immediately.
First, go into the ITSM system and find the configuration item with the serial number 'SRV-ORC-9981'. Once you have identified the asset, create a new inci... | Hi, this is Paulo (alves.paulo@gmail.com). We have a confirmed hard down on our primary SAP Database server. I need to trigger the emergency protocols immediately.
First, go into the ITSM system and find the configuration item with the serial number 'SRV-ORC-9981'. Once you have identified the asset, create a new inci... | 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_20251218_115158_065_1628b966_72217cb4.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 31,720 | 3,197 | 5,218 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Emergency 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_20260107_111155_131_0154326e_96e0246b | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | In the TechCorp Solutions Team, we use the “Cross-Team Collaboration” channel as the shared space between TechCorp and GlobalEx for our VIP EMEA renewals work. For Q1, I’d like you to standardise how this channel is set up so downstream automation and partners can rely on consistent metadata. First, please update the “... | [
"add_channel_member",
"list_groups",
"provision_channel_email",
"create_teamwork_tag",
"update_channel",
"update_group",
"set_user_status_message",
"list_users",
"send_channel_message",
"list_teams",
"list_channels",
"list_teams_apps",
"add_tabs_to_channels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764056995448_d8bull5d3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Group updated to allow external senders", "description": "Group updated to allow external senders", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS techcorp_group_external_routing_configured\nFROM groups\nWHERE org_id = 'techcorp-001'\n AND ... | eog-gpt-5.5-2026-04-23-oh-task_20260107_111155_131_0154326e_96e0246b | In the TechCorp Solutions Team, we use the “Cross-Team Collaboration” channel as the shared space between TechCorp and GlobalEx for our VIP EMEA renewals work. For Q1, I’d like you to standardise how this channel is set up so downstream automation and partners can rely on consistent metadata. First, please update the “... | In the TechCorp Solutions Team, we use the “Cross-Team Collaboration” channel as the shared space between TechCorp and GlobalEx for our VIP EMEA renewals work. For Q1, I’d like you to standardise how this channel is set up so downstream automation and partners can rely on consistent metadata. First, please update the “... | 5 | 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_20260107_111155_131_0154326e_96e0246b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 21,051 | 878 | 1,309 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"All three members assigned to the “VIP Renewals - EMEA” tag":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 3","expected":3,"passed":false,"query":"... | enterprise-ops-gym |
task_20251212_222304_435_66392a82_815cd745 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We've been asked to offboard Tabitha Bullock from our frontline case queue because she'll no longer be working on customer incidents. Please identify all her active cases, assign them to Lisa Smith, and make sure those cases are now owned by the Case Assignment_3 support group going forward. After the reassignment is c... | [
"add_new_group_member",
"get_cases_assigned_to",
"update_user_details",
"update_case",
"check_user_membership",
"list_users",
"find_user",
"send_notification",
"find_contacts",
"find_user_group"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Tabitha Bullock Deactivated", "description": "Ensures that the outgoing agent Tabitha Bullock (user_id = 3) has been correctly marked inactive after the case handoff.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM user WHERE user_... | eog-gpt-5.5-2026-04-23-oh-task_20251212_222304_435_66392a82_815cd745 | We've been asked to offboard Tabitha Bullock from our frontline case queue because she'll no longer be working on customer incidents. Please identify all her active cases, assign them to Lisa Smith, and make sure those cases are now owned by the Case Assignment_3 support group going forward. After the reassignment is c... | We've been asked to offboard Tabitha Bullock from our frontline case queue because she'll no longer be working on customer incidents. Please identify all her active cases, assign them to Lisa Smith, and make sure those cases are now owned by the Case Assignment_3 support group going forward. After the reassignment is c... | 17 | 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_20251212_222304_435_66392a82_815cd745.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 111,375 | 1,059 | 1,979 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"All Active Tabitha Cases Reassigned To Lisa":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) AS c... | enterprise-ops-gym |
task_20260121_214553_691_cbcf38f8_abce7315 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Please locate the event at the developer workspace on my development calendar and convert it into a weekly meeting held every Wednesday at the same time, continuing through the end of January 2026. Keep the current location unchanged and mark the entire series as confirmed with default visibility. Add Carol (carol.whit... | [
"patch_event",
"get_event",
"list_events",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767718417243_3x8v487ma.sql", "context": {"x-access-token": "ya29.A0ARrdaM-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "check_conference_room_resource", "description": "check_conference_room_resource", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM attendees a WHERE a.displayName = 'Conference Room A' AND a.resource = TRUE;", "expected_value": 1, "comparison... | eog-gpt-5.5-2026-04-23-oh-task_20260121_214553_691_cbcf38f8_abce7315 | Please locate the event at the developer workspace on my development calendar and convert it into a weekly meeting held every Wednesday at the same time, continuing through the end of January 2026. Keep the current location unchanged and mark the entire series as confirmed with default visibility. Add Carol (carol.whit... | Please locate the event at the developer workspace on my development calendar and convert it into a weekly meeting held every Wednesday at the same time, continuing through the end of January 2026. Keep the current location unchanged and mark the entire series as confirmed with default visibility. Add Carol (carol.whit... | 7 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260121_214553_691_cbcf38f8_abce7315.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 63,261 | 4,811 | 5,853 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"check_attendees":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) FROM attendees WHERE event_... | enterprise-ops-gym |
task_20260114_133032_536_4d9df647_0635001b | hybrid | # **CSM Assistant Policy**
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases and in other related processes e... | Hey, we need to tighten up how we’re tracking the work around CS-0001201, since this one’s turning into a broader security investigation rather than a routine support case.
Can you move the case out of its initial state and make sure it’s clearly being handled at the right level, with the escalation reason recorded as... | [
"create_knowledge",
"search_cases",
"update_case",
"link_case_knowledge",
"create_file",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765826170153_yh400aejr.sql", "context": {"x-auth-token": "ya29.H6GVc1r0KfvE3m4N52piDwG4EqzgnB_e6DXIIbu66VGvk5lyHifODaC-uFKSJxYl2n0_KnTJ93PtcOcEy1mu2boVRfnYxxOT84qip... | [{"verifier_type": "database_state", "name": "Case State Updated to 'in_progress'", "description": "Case CS-0001201 moved to 'in_progress'", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT\n COUNT(*)\nFROM customer_case cc\nWHERE cc.number = 'CS-0001201'\n AND cc.state = 'in_progress';", "expected... | eog-gpt-5.5-2026-04-23-oh-task_20260114_133032_536_4d9df647_0635001b | Hey, we need to tighten up how we’re tracking the work around CS-0001201, since this one’s turning into a broader security investigation rather than a routine support case.
Can you move the case out of its initial state and make sure it’s clearly being handled at the right level, with the escalation reason recorded as... | Hey, we need to tighten up how we’re tracking the work around CS-0001201, since this one’s turning into a broader security investigation rather than a routine support case.
Can you move the case out of its initial state and make sure it’s clearly being handled at the right level, with the escalation reason recorded as... | 7 | runs/enterprise_ops_gym_test/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_133032_536_4d9df647_0635001b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 56,932 | 2,003 | 2,729 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Case Escalation Flagged":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT\n COUNT(*)\nFROM customer_ca... | enterprise-ops-gym |
task_20251204_161024_294_46ca2862_1cc82f4c | 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... | ServiceNow closing the Janice Landing office and moving everything to the Plot 738 of tokyo city office. Update all the equipment and make sure to update the location for all users associated with the ServiceNow account to the new location. Additionally, one of the products that was in a repair state has been fixed, so... | [
"find_contacts",
"retrieve_installed_products",
"list_users",
"update_user_details",
"update_installed_product_details",
"find_locations",
"find_account"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "thomas.green@servicenow.com"}, "user_info": {"user_id": 1, "name": "Thomas Green", "email": "thomas.green@ser... | [{"verifier_type": "database_state", "name": "update_user_details", "description": "create_new_case", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM user WHERE user_id = 801 AND location_id = 804", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type": "database_... | eog-gpt-5.5-2026-04-23-oh-task_20251204_161024_294_46ca2862_1cc82f4c | ServiceNow closing the Janice Landing office and moving everything to the Plot 738 of tokyo city office. Update all the equipment and make sure to update the location for all users associated with the ServiceNow account to the new location. Additionally, one of the products that was in a repair state has been fixed, so... | ServiceNow closing the Janice Landing office and moving everything to the Plot 738 of tokyo city office. Update all the equipment and make sure to update the location for all users associated with the ServiceNow account to the new location. Additionally, one of the products that was in a repair state has been fixed, so... | 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_20251204_161024_294_46ca2862_1cc82f4c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 244,618 | 1,084 | 1,745 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"update_installed_product_details":{"actual":804,"comparison_type":"equals","details":"Comparison equals: 804 vs 804","expected":804,"passed":true,"query":"SELECT location_id FROM... | enterprise-ops-gym |
task_20251224_150114_483_a8eea1c0_d44f97ad | 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 noticed Christina Oliver has a Workforce Administration case on general inquiry regarding HR policies that's been sitting in the system. Create a Workforce Administration Specialist Skill, assign it to Travis Wood, and assign the case to him directly so he can start working on it. Since Christina is moving, update he... | [
"add_new_skill",
"add_new_skill_to_user",
"find_notifications_sent_for_incident",
"update_hr_criteria",
"get_user_using_name",
"update_notification",
"list_hr_criteria",
"list_hr_cases",
"update_hr_case",
"create_hr_case_task",
"update_hr_profile"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "hr_profile_location_type_update", "description": "Verifies that Christina Oliver\u2019s HR profile was updated with location_type set to Office Based.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_profile WHERE user_id = 2 AND locat... | eog-gemini-gemini-3.5-flash-oh-task_20251224_150114_483_a8eea1c0_d44f97ad | I noticed Christina Oliver has a Workforce Administration case on general inquiry regarding HR policies that's been sitting in the system. Create a Workforce Administration Specialist Skill, assign it to Travis Wood, and assign the case to him directly so he can start working on it. Since Christina is moving, update he... | I noticed Christina Oliver has a Workforce Administration case on general inquiry regarding HR policies that's been sitting in the system. Create a Workforce Administration Specialist Skill, assign it to Travis Wood, and assign the case to him directly so he can start working on it. Since Christina is moving, update he... | 16 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251224_150114_483_a8eea1c0_d44f97ad.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 198,150 | 6,405 | 7,332 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":21,"resolved":false,"score":0,"total_verifiers":24,"verification_results":{"combined_comprehensive_verifier":{"actual":7,"comparison_type":"equals","details":"Comparison equals: 7 vs 7","expected":7,"passed":true,"query":"SELECT (SELECT COUNT() FROM hr... | enterprise-ops-gym |
task_20251221_233237_652_66392a82_c1a599bb | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | We need to onboard two new members for our new operations. Kumar Mehta (kumar.mehta@company.com, +91-98101-00011, role Agent) has joined today and Arpit Singh (arpit.singh@company.com, +91-98101-00014, role Manager) will be joining fifteen days from now and the account needs to be created right away. After creating bot... | [
"add_location",
"update_user_details",
"find_locations",
"add_new_user",
"get_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "New Office Location Added", "description": "Verify that a new office location is added", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM location WHERE name = 'Lucknow Office' AND city = 'Lucknow' AND state = 'Uttar Pradesh' AND count... | eog-gpt-5.5-2026-04-23-oh-task_20251221_233237_652_66392a82_c1a599bb | We need to onboard two new members for our new operations. Kumar Mehta (kumar.mehta@company.com, +91-98101-00011, role Agent) has joined today and Arpit Singh (arpit.singh@company.com, +91-98101-00014, role Manager) will be joining fifteen days from now and the account needs to be created right away. After creating bot... | We need to onboard two new members for our new operations. Kumar Mehta (kumar.mehta@company.com, +91-98101-00011, role Agent) has joined today and Arpit Singh (arpit.singh@company.com, +91-98101-00014, role Manager) will be joining fifteen days from now and the account needs to be created right away. After creating bot... | 4 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251221_233237_652_66392a82_c1a599bb.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 27,428 | 3,300 | 3,712 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Arpit Singh's account is added at Lucknow office location":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SEL... | enterprise-ops-gym |
task_20251219_155215_361_00364ece_c1c6ffc8 | 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,... | The current handling of HRC0000711 is insufficient; start execution. To resolve the block, assign case and new verification task to Travis Wood under Global Service Desk with the task instruction: 'Verify routing number with bank portal' and should be marked when completed. Once done, alert the task handler. | [
"create_hr_case_task",
"send_notification",
"get_user_using_name",
"list_group_members",
"find_group_by_name",
"update_hr_case",
"find_hr_case_by_number"
] | [] | /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 task Creation", "description": "Verify that the task is created for case ", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM hr_case_task\nWHERE task_type = 'mark when complete'\n AND short_description = 'Verify routing numb... | eog-gpt-5.5-2026-04-23-oh-task_20251219_155215_361_00364ece_c1c6ffc8 | The current handling of HRC0000711 is insufficient; start execution. To resolve the block, assign case and new verification task to Travis Wood under Global Service Desk with the task instruction: 'Verify routing number with bank portal' and should be marked when completed. Once done, alert the task handler. | The current handling of HRC0000711 is insufficient; start execution. To resolve the block, assign case and new verification task to Travis Wood under Global Service Desk with the task instruction: 'Verify routing number with bank portal' and should be marked when completed. Once done, alert the task handler. | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251219_155215_361_00364ece_c1c6ffc8.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 39,066 | 1,783 | 2,283 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":12,"resolved":false,"score":0,"total_verifiers":30,"verification_results":{"Send Notification":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS cnt\nFROM notification\n... | enterprise-ops-gym |
task_20260109_133046_369_391f1eff_7e44fdca | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | Hi, I need to request a profile update to correct my personal employee information due to a possible inaccuracy in my current HR profile that may impact payroll, compliance, or employment records. Please raise a case for this request and keep me posted once the case has been successfully created. | [
"send_notification",
"get_users_hr_profile",
"create_new_hr_case",
"get_user_using_email",
"find_hr_services"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "HR Case Created", "description": "Create new case", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_case WHERE hr_case_id = 61 AND status = \"draft\" AND priority = \"moderate\" AND hr_service = 35 AND opened_for = 39 AND opened_by = 39... | eog-gpt-5.5-2026-04-23-oh-task_20260109_133046_369_391f1eff_7e44fdca | Hi, I need to request a profile update to correct my personal employee information due to a possible inaccuracy in my current HR profile that may impact payroll, compliance, or employment records. Please raise a case for this request and keep me posted once the case has been successfully created. | Hi, I need to request a profile update to correct my personal employee information due to a possible inaccuracy in my current HR profile that may impact payroll, compliance, or employment records. Please raise a case for this request and keep me posted once the case has been successfully created. | 5 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_133046_369_391f1eff_7e44fdca.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 32,179 | 3,058 | 3,436 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"HR Case Created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM hr_case WHERE hr_case_id =... | enterprise-ops-gym |
task_20260102_155148_014_accab84d_910b176a | 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... | Perry Watts wrote to us stating that her Atlassian Jira Data Center is not functioning correctly and is impacting her delivery. Register a high priority case for her issue with email as a communication. | [
"find_entitlements",
"link_case_knowledge",
"update_case",
"create_new_case",
"retrieve_knowledge",
"find_user",
"find_product",
"find_sla_definitions",
"find_contact_by_portal_user",
"link_new_case_sla"
] | [] | /mcp | 1 | true | [{"context": {"x-user-email": "karen.watkins@servicenow.com"}, "mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "user_info": {"email": "karen.watkins@servicenow.com", "name": "Karen Watkins... | [{"description": "High priority case created for Perry Watts", "gym_name": "sn-csm-server", "name": "High priority case created for Perry Watts", "validation_config": {"comparison_type": "equals", "expected_value": 1, "query": "SELECT COUNT(*) AS case_created\nFROM customer_case\nWHERE case_id = 1233\n AND account_id ... | eog-gemini-gemini-3.5-flash-oh-task_20260102_155148_014_accab84d_910b176a | Perry Watts wrote to us stating that her Atlassian Jira Data Center is not functioning correctly and is impacting her delivery. Register a high priority case for her issue with email as a communication. | Perry Watts wrote to us stating that her Atlassian Jira Data Center is not functioning correctly and is impacting her delivery. Register a high priority case for her issue with email as a communication. | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_155148_014_accab84d_910b176a.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 67,508 | 3,950 | 4,779 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"High priority case created for Perry Watts":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS ca... | enterprise-ops-gym |
task_20260105_161440_926_701c5774_7dd66a6f | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I don't want to read any of the messages coming from manager@company.com. Could you please create a label "Black List" colored black, if it does not exist. Apply this label to all messages from manager@company.com. And make a rule, so that any future message from manager@company.com without attachments, chat excluded, ... | [
"create_filter",
"batch_modify_messages",
"create_label",
"list_messages",
"list_labels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "Check that old message have a new label Black List", "description": "Check that old message have a new label Black List", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from labels l join message_labels ml on l.id = ml.label_id where ml.message... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_161440_926_701c5774_7dd66a6f | I don't want to read any of the messages coming from manager@company.com. Could you please create a label "Black List" colored black, if it does not exist. Apply this label to all messages from manager@company.com. And make a rule, so that any future message from manager@company.com without attachments, chat excluded, ... | I don't want to read any of the messages coming from manager@company.com. Could you please create a label "Black List" colored black, if it does not exist. Apply this label to all messages from manager@company.com. And make a rule, so that any future message from manager@company.com without attachments, chat excluded, ... | 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_20260105_161440_926_701c5774_7dd66a6f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 16,323 | 1,516 | 2,720 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Check taht a new filter is created with correct rules":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT C... | enterprise-ops-gym |
task_20251217_211242_026_391f1eff_27934d6b | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | After resolving the incident INC-000014, Anne Medina identified that no existing knowledge article was referenced during the incident resolution. Since the issue required structured troubleshooting, she creates a new internal knowledge article. The article, titled "Dell Laptop Battery Replacement", includes the followi... | [
"list_incidents",
"link_knowledge_to_incident",
"find_incident_by_number",
"get_user_using_name",
"get_user",
"find_incident_knowledge_links",
"create_knowledge_article"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAyOSIsImlzcyI6Iml0c20ifQ.Gh6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "KB link", "description": "validate kb link", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident_knowledge WHERE incident_kb_id = \"IKB_046\" AND incident_id = \"INC_014\" AND knowledge_id = \"KB_026\" AND used_as = \"resolution\";", "e... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251217_211242_026_391f1eff_27934d6b | After resolving the incident INC-000014, Anne Medina identified that no existing knowledge article was referenced during the incident resolution. Since the issue required structured troubleshooting, she creates a new internal knowledge article. The article, titled "Dell Laptop Battery Replacement", includes the followi... | After resolving the incident INC-000014, Anne Medina identified that no existing knowledge article was referenced during the incident resolution. Since the issue required structured troubleshooting, she creates a new internal knowledge article. The article, titled "Dell Laptop Battery Replacement", includes the followi... | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251217_211242_026_391f1eff_27934d6b.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 35,787 | 1,150 | 1,756 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"KB link":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident_knowledge WHERE incident... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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... | 10 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_125430_649_fa1836dc_e02d5824.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 123,716 | 4,194 | 5,321 | {"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_20260106_075904_098_a8eea1c0_a6cfe625 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | The support team needs to immediately escalate the existing new case for Stark Industries, involving the Palo Alto Networks PA-3220 Variant 8 (serial ending in 8853) being used. This issue is far too severe for its current designation; upgrade its priority to critical and mark it for vip attention. Assign the ownership... | [
"update_knowledge",
"find_product",
"retrieve_installed_products",
"check_user_membership",
"find_user",
"search_cases",
"find_user_group",
"find_account",
"find_contacts",
"retrieve_knowledge",
"assign_case_to_user",
"find_sla_definitions",
"find_entitlements",
"update_case",
"link_new_... | [] | /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": "robin.monroe83@servicenow.com"}, "user_info": {"user_id": 31, "name": "Robin Monroe", "email": "robin.monroe8... | [{"verifier_type": "database_state", "name": "update_contact", "description": "Verify Marc Henry's contact record is set as primary.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT is_primary FROM contact WHERE contact_id = 10 AND portal_user_id = 20;", "expected_value": 1, "comparison_type": "equ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_075904_098_a8eea1c0_a6cfe625 | The support team needs to immediately escalate the existing new case for Stark Industries, involving the Palo Alto Networks PA-3220 Variant 8 (serial ending in 8853) being used. This issue is far too severe for its current designation; upgrade its priority to critical and mark it for vip attention. Assign the ownership... | The support team needs to immediately escalate the existing new case for Stark Industries, involving the Palo Alto Networks PA-3220 Variant 8 (serial ending in 8853) being used. This issue is far too severe for its current designation; upgrade its priority to critical and mark it for vip attention. Assign the ownership... | 14 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_075904_098_a8eea1c0_a6cfe625.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 60,440 | 1,369 | 2,686 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"assign_case_to_user":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM customer_case WHERE ca... | enterprise-ops-gym |
task_20251218_115158_065_1628b966_72217cb4 | 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). We have a confirmed hard down on our primary SAP Database server. I need to trigger the emergency protocols immediately.
First, go into the ITSM system and find the configuration item with the serial number 'SRV-ORC-9981'. Once you have identified the asset, create a new inci... | [
"create_incident",
"create_forwarding_address",
"update_auto_forwarding",
"find_configuration_item_by_serial_number",
"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": "e2ydZE3Oiy8cJ4z7udwwhVguVuKC6K_zR7f6GTjjJGg", "user_id": "05a1fa8d-35a9-4a77-a57f-fa0751e7a99e", "pr... | [{"verifier_type": "database_state", "name": "Verify Incident on CI", "description": "Verifies that a critical incident exists for the specific SAP CI.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(i.incident_id)\nFROM incident i\nJOIN configuration_item ci ON i.configuration_item = ci.conf... | eog-gpt-5.5-2026-04-23-oh-task_20251218_115158_065_1628b966_72217cb4 | Hi, this is Paulo (alves.paulo@gmail.com). We have a confirmed hard down on our primary SAP Database server. I need to trigger the emergency protocols immediately.
First, go into the ITSM system and find the configuration item with the serial number 'SRV-ORC-9981'. Once you have identified the asset, create a new inci... | Hi, this is Paulo (alves.paulo@gmail.com). We have a confirmed hard down on our primary SAP Database server. I need to trigger the emergency protocols immediately.
First, go into the ITSM system and find the configuration item with the serial number 'SRV-ORC-9981'. Once you have identified the asset, create a new inci... | 6 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_115158_065_1628b966_72217cb4.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 52,836 | 5,845 | 6,542 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Emergency Forwarding":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(id)\nFROM auto_for... | enterprise-ops-gym |
task_20251221_233237_652_66392a82_c1a599bb | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | We need to onboard two new members for our new operations. Kumar Mehta (kumar.mehta@company.com, +91-98101-00011, role Agent) has joined today and Arpit Singh (arpit.singh@company.com, +91-98101-00014, role Manager) will be joining fifteen days from now and the account needs to be created right away. After creating bot... | [
"add_location",
"update_user_details",
"find_locations",
"add_new_user",
"get_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "New Office Location Added", "description": "Verify that a new office location is added", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM location WHERE name = 'Lucknow Office' AND city = 'Lucknow' AND state = 'Uttar Pradesh' AND count... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251221_233237_652_66392a82_c1a599bb | We need to onboard two new members for our new operations. Kumar Mehta (kumar.mehta@company.com, +91-98101-00011, role Agent) has joined today and Arpit Singh (arpit.singh@company.com, +91-98101-00014, role Manager) will be joining fifteen days from now and the account needs to be created right away. After creating bot... | We need to onboard two new members for our new operations. Kumar Mehta (kumar.mehta@company.com, +91-98101-00011, role Agent) has joined today and Arpit Singh (arpit.singh@company.com, +91-98101-00014, role Manager) will be joining fifteen days from now and the account needs to be created right away. After creating bot... | 9 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251221_233237_652_66392a82_c1a599bb.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 27,858 | 1,101 | 2,429 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Arpit Singh's account is added at Lucknow office location":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELEC... | enterprise-ops-gym |
task_20251204_153830_645_1628b966_3df25b52 | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Okay, I need you to do this exactly as I say because I'm freaking out. Start a new draft to 'all-staff@company.com' with the subject 'Salaries' and the body 'See attached list.'
...Wait, NO. STOP. That is a terrible idea. Delete that draft immediately! I cannot risk sending that.
Instead, we need to lock this down. C... | [
"create_draft",
"create_filter",
"email_create_delegate",
"create_label",
"delete_draft"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "Verify Confidential Setup", "description": "Verify Confidential Label Created Successfully", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(F.id)\nFROM filters AS F\nJOIN labels AS L ON F.user_id = L.user_id\nWHERE F.user_id = 'user_001'\n AND L.... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251204_153830_645_1628b966_3df25b52 | Okay, I need you to do this exactly as I say because I'm freaking out. Start a new draft to 'all-staff@company.com' with the subject 'Salaries' and the body 'See attached list.'
...Wait, NO. STOP. That is a terrible idea. Delete that draft immediately! I cannot risk sending that.
Instead, we need to lock this down. C... | Okay, I need you to do this exactly as I say because I'm freaking out. Start a new draft to 'all-staff@company.com' with the subject 'Salaries' and the body 'See attached list.'
...Wait, NO. STOP. That is a terrible idea. Delete that draft immediately! I cannot risk sending that.
Instead, we need to lock this down. C... | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251204_153830_645_1628b966_3df25b52.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 23,432 | 1,382 | 2,642 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify Confidential Setup":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(F.id)\nFROM filters AS ... | enterprise-ops-gym |
task_20251222_075116_761_30600918_a7f0a69a | 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 ... | When Christina Oliver was going through the emails in the L1 Field Support group mailbox, she noticed a communication regarding incident INC‑000056 from Cheryl Osborne, requesting that the impact and urgency be updated to High. This was replied to over email, where the team was asking for the actual POS number. Please ... | [
"find_incident_by_number",
"link_new_incident_sla",
"get_user",
"update_incident_sla_details",
"update_incident",
"find_sla_definitions",
"send_notification",
"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_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "SLA Cancel", "description": "SLA Cancel", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident_sla WHERE incident_id = 'INC_056' AND incident_sla_id = 'TSLA_007' AND stage ='cancelled';", "expected_value": 1, "comparison_type": "equals"}... | eog-gpt-5.5-2026-04-23-oh-task_20251222_075116_761_30600918_a7f0a69a | When Christina Oliver was going through the emails in the L1 Field Support group mailbox, she noticed a communication regarding incident INC‑000056 from Cheryl Osborne, requesting that the impact and urgency be updated to High. This was replied to over email, where the team was asking for the actual POS number. Please ... | When Christina Oliver was going through the emails in the L1 Field Support group mailbox, she noticed a communication regarding incident INC‑000056 from Cheryl Osborne, requesting that the impact and urgency be updated to High. This was replied to over email, where the team was asking for the actual POS number. Please ... | 29 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251222_075116_761_30600918_a7f0a69a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 75,201 | 2,990 | 4,359 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"SLA Cancel":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM incident_sla WHERE incident_i... | enterprise-ops-gym |
task_20260107_111155_131_0154326e_96e0246b | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | In the TechCorp Solutions Team, we use the “Cross-Team Collaboration” channel as the shared space between TechCorp and GlobalEx for our VIP EMEA renewals work. For Q1, I’d like you to standardise how this channel is set up so downstream automation and partners can rely on consistent metadata. First, please update the “... | [
"add_channel_member",
"list_groups",
"provision_channel_email",
"create_teamwork_tag",
"update_channel",
"update_group",
"set_user_status_message",
"list_users",
"send_channel_message",
"list_teams",
"list_channels",
"list_teams_apps",
"add_tabs_to_channels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764056995448_d8bull5d3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Group updated to allow external senders", "description": "Group updated to allow external senders", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS techcorp_group_external_routing_configured\nFROM groups\nWHERE org_id = 'techcorp-001'\n AND ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260107_111155_131_0154326e_96e0246b | In the TechCorp Solutions Team, we use the “Cross-Team Collaboration” channel as the shared space between TechCorp and GlobalEx for our VIP EMEA renewals work. For Q1, I’d like you to standardise how this channel is set up so downstream automation and partners can rely on consistent metadata. First, please update the “... | In the TechCorp Solutions Team, we use the “Cross-Team Collaboration” channel as the shared space between TechCorp and GlobalEx for our VIP EMEA renewals work. For Q1, I’d like you to standardise how this channel is set up so downstream automation and partners can rely on consistent metadata. First, please update the “... | 23 | 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_111155_131_0154326e_96e0246b.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 217,468 | 6,223 | 11,127 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":9,"resolved":true,"score":1,"total_verifiers":9,"verification_results":{"All three members assigned to the “VIP Renewals - EMEA” tag":{"actual":3,"comparison_type":"equals","details":"Comparison equals: 3 vs 3","expected":3,"passed":true,"query":"SE... | enterprise-ops-gym |
task_20251125_152842_063_b393a327_9622ac64 | csm | # **CSM Assistant Policy**
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases and in other related processes e... | Hey team, it's Wednesday, 19 November 2025. Apex Industries became a customer yesterday after signing a one-year NGINX Plus support contract for thirty-five thousand dollars, effective yesterday. The moment they signed the contract, they immediately deployed their production server, serial APX-NGINX-001, even though no... | [
"create_new_case",
"retrieve_knowledge",
"find_sla_definitions",
"link_new_case_sla",
"register_new_installed_product",
"create_contact",
"create_new_account",
"add_new_entitlement",
"enlist_new_contract",
"add_new_user",
"link_case_knowledge",
"find_product"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "jose.roberson@servicenow.com"}, "user_info": {"user_id": 32, "name": "Jose Roberson", "email": "jose.roberson... | [{"verifier_type": "database_state", "name": "Verify state", "description": "Case must be in state 'new'", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE short_description = 'NGINX Plus returning 502 Bad Gateway since go-live' AND priority = 'high' AND channel = 'p... | eog-gpt-5.5-2026-04-23-oh-task_20251125_152842_063_b393a327_9622ac64 | Hey team, it's Wednesday, 19 November 2025. Apex Industries became a customer yesterday after signing a one-year NGINX Plus support contract for thirty-five thousand dollars, effective yesterday. The moment they signed the contract, they immediately deployed their production server, serial APX-NGINX-001, even though no... | Hey team, it's Wednesday, 19 November 2025. Apex Industries became a customer yesterday after signing a one-year NGINX Plus support contract for thirty-five thousand dollars, effective yesterday. The moment they signed the contract, they immediately deployed their production server, serial APX-NGINX-001, even though no... | 14 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251125_152842_063_b393a327_9622ac64.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 121,037 | 2,377 | 3,558 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify contract start date":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM contract... | enterprise-ops-gym |
task_20251218_183102_136_391f1eff_ac9a6986 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | This incident INC-000021 has been in the Field Support team queue for some time now awaiting action from the caller. The tablet required for screen replacement has not yet been brought to Field support, and further work cannot proceed without the device. Kindly check with the caller through written communication for th... | [
"find_incident_by_number",
"get_user",
"send_notification",
"update_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Send notification", "description": "validate notification sent", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM notification WHERE notification_id = \"NOTIF_031\" AND incident_id = \"INC_021\" AND email = \"brandon.davis@vehementcap.com\" A... | eog-gpt-5.5-2026-04-23-oh-task_20251218_183102_136_391f1eff_ac9a6986 | This incident INC-000021 has been in the Field Support team queue for some time now awaiting action from the caller. The tablet required for screen replacement has not yet been brought to Field support, and further work cannot proceed without the device. Kindly check with the caller through written communication for th... | This incident INC-000021 has been in the Field Support team queue for some time now awaiting action from the caller. The tablet required for screen replacement has not yet been brought to Field support, and further work cannot proceed without the device. Kindly check with the caller through written communication for th... | 1 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_183102_136_391f1eff_ac9a6986.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 4,781 | 613 | 710 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Send notification":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM notification WHERE not... | enterprise-ops-gym |
task_20251218_115158_065_1628b966_72217cb4 | 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). We have a confirmed hard down on our primary SAP Database server. I need to trigger the emergency protocols immediately.
First, go into the ITSM system and find the configuration item with the serial number 'SRV-ORC-9981'. Once you have identified the asset, create a new inci... | [
"create_incident",
"create_forwarding_address",
"update_auto_forwarding",
"find_configuration_item_by_serial_number",
"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": "e2ydZE3Oiy8cJ4z7udwwhVguVuKC6K_zR7f6GTjjJGg", "user_id": "05a1fa8d-35a9-4a77-a57f-fa0751e7a99e", "pr... | [{"verifier_type": "database_state", "name": "Verify Incident on CI", "description": "Verifies that a critical incident exists for the specific SAP CI.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(i.incident_id)\nFROM incident i\nJOIN configuration_item ci ON i.configuration_item = ci.conf... | eog-gemini-gemini-3.5-flash-oh-task_20251218_115158_065_1628b966_72217cb4 | Hi, this is Paulo (alves.paulo@gmail.com). We have a confirmed hard down on our primary SAP Database server. I need to trigger the emergency protocols immediately.
First, go into the ITSM system and find the configuration item with the serial number 'SRV-ORC-9981'. Once you have identified the asset, create a new inci... | Hi, this is Paulo (alves.paulo@gmail.com). We have a confirmed hard down on our primary SAP Database server. I need to trigger the emergency protocols immediately.
First, go into the ITSM system and find the configuration item with the serial number 'SRV-ORC-9981'. Once you have identified the asset, create a new inci... | 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_20251218_115158_065_1628b966_72217cb4.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 61,427 | 5,611 | 6,298 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify Emergency Forwarding":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(id)\nFROM auto_forwa... | enterprise-ops-gym |
task_20251217_205244_161_764e5ead_20429ef8 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | We're opening a new regional office in Berlin, Germany to support our European expansion, and I need the full IT setup put in place. Please create a new active location for our Berlin office at Plot 42, Friedrichstrasse, Berlin, Germany. We're appointing Sarah Mueller as the team lead, she'll be a manager and should ha... | [
"add_location",
"add_new_user_group",
"register_configuration_item",
"add_new_group_member",
"add_new_user",
"get_user",
"get_user_using_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "verify_three_group_members_added", "description": "Verify three agents were added as members of Berlin Support Team", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM user_group_member ugm JOIN users u ON ugm.user_id = u.user_id JOIN user_gro... | eog-gemini-gemini-3.5-flash-oh-task_20251217_205244_161_764e5ead_20429ef8 | We're opening a new regional office in Berlin, Germany to support our European expansion, and I need the full IT setup put in place. Please create a new active location for our Berlin office at Plot 42, Friedrichstrasse, Berlin, Germany. We're appointing Sarah Mueller as the team lead, she'll be a manager and should ha... | We're opening a new regional office in Berlin, Germany to support our European expansion, and I need the full IT setup put in place. Please create a new active location for our Berlin office at Plot 42, Friedrichstrasse, Berlin, Germany. We're appointing Sarah Mueller as the team lead, she'll be a manager and should ha... | 14 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251217_205244_161_764e5ead_20429ef8.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 141,992 | 3,824 | 6,018 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"verify_berlin_location_created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM location ... | enterprise-ops-gym |
task_20251223_064932_736_01395ded_eff85dae | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | I'm concerned some notifications for our major SAP outage incident might be stuck in the queue. Check for any that are still queued and update them to failed status if they were never sent. Also, send an update notification to the incident caller and remind the assigned person, and managers of the group about the curre... | [
"send_notification",
"get_user",
"list_user_groups",
"get_user",
"update_notification",
"send_notification",
"send_notification",
"get_user",
"list_incidents",
"get_user",
"find_notifications"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Queued Notifications Marked As Failed", "description": "Verify that previously queued notification NOTIF_003 has been updated to failed status.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM notification WHERE notification_id = '... | eog-gpt-5.5-2026-04-23-oh-task_20251223_064932_736_01395ded_eff85dae | I'm concerned some notifications for our major SAP outage incident might be stuck in the queue. Check for any that are still queued and update them to failed status if they were never sent. Also, send an update notification to the incident caller and remind the assigned person, and managers of the group about the curre... | I'm concerned some notifications for our major SAP outage incident might be stuck in the queue. Check for any that are still queued and update them to failed status if they were never sent. Also, send an update notification to the incident caller and remind the assigned person, and managers of the group about the curre... | 1 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251223_064932_736_01395ded_eff85dae.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 5,395 | 598 | 698 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Assigned Agent Reminder Notification Sent":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS ... | enterprise-ops-gym |
task_20251218_104259_233_66392a82_74b17170 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | An organisation is opening a new analytics lab in Munich, Germany. The site should be added as a new active location under the name "TechCorp Munich Analytics Lab", located at 50, Königsplatz 3, Munich, Bavaria, Germany. Two compute nodes have been deployed at this site as part of the analytics rollout. First processin... | [
"update_configuration_item",
"list_users",
"find_locations",
"get_user",
"add_location",
"register_configuration_item"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_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": "Munich Analytics Lab created", "description": "Verify that Munich Analytics Lab created correctly.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM location WHERE name = 'TechCorp Munich Analytics Lab' AND plot_no = '50' AND street =... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251218_104259_233_66392a82_74b17170 | An organisation is opening a new analytics lab in Munich, Germany. The site should be added as a new active location under the name "TechCorp Munich Analytics Lab", located at 50, Königsplatz 3, Munich, Bavaria, Germany. Two compute nodes have been deployed at this site as part of the analytics rollout. First processin... | An organisation is opening a new analytics lab in Munich, Germany. The site should be added as a new active location under the name "TechCorp Munich Analytics Lab", located at 50, Königsplatz 3, Munich, Bavaria, Germany. Two compute nodes have been deployed at this site as part of the analytics rollout. First processin... | 5 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_104259_233_66392a82_74b17170.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 21,243 | 1,955 | 2,933 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Munich Analytics Lab created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM locat... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251225_161315_197_13762b97_44595aaa.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 65,268 | 909 | 3,404 | {"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_20251219_081545_939_99ba2325_887f5580 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | We are wrapping up a device refresh for the ACME headquarters team. Please mark serial number "SPR-AGT-01" as retired in the CMDB since it is no longer planned for reuse. Once it is done, please link both configuration items to the ongoing "MacBook Kernel Panic" incident as affected CIs - "SPR-AGT-01" and the currently... | [
"update_configuration_item",
"find_configuration_items",
"get_user",
"list_incidents",
"link_affected_ci_to_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify Asset 1 retired", "description": "Verify Asset 1 retired", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM configuration_item WHERE configuration_item_id = 'CI_041' AND status = 'retired';", "expected_value": 1, "comparison_type": "eq... | eog-gemini-gemini-3.5-flash-oh-task_20251219_081545_939_99ba2325_887f5580 | We are wrapping up a device refresh for the ACME headquarters team. Please mark serial number "SPR-AGT-01" as retired in the CMDB since it is no longer planned for reuse. Once it is done, please link both configuration items to the ongoing "MacBook Kernel Panic" incident as affected CIs - "SPR-AGT-01" and the currently... | We are wrapping up a device refresh for the ACME headquarters team. Please mark serial number "SPR-AGT-01" as retired in the CMDB since it is no longer planned for reuse. Once it is done, please link both configuration items to the ongoing "MacBook Kernel Panic" incident as affected CIs - "SPR-AGT-01" and the currently... | 6 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251219_081545_939_99ba2325_887f5580.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 49,423 | 4,510 | 5,148 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Avoid Linking Asset 1 to incident":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) FROM incident... | enterprise-ops-gym |
task_20260116_131741_243_1628b966_c66e5972 | 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**. ... | When I registered for the hr system with an email jessicabrown@servicenow.com, I mistakenly misspelled my phone number. Please recheck that the phone is +95482136874. If it is not, I need to change it; however, I don't have permission. So I need to write a message to my admin Karen, whose last name starts with W., but ... | [
"create_draft",
"delete_draft",
"get_user_using_email",
"list_drafts",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Check that the case created correctly", "description": "Check that the case created correctly", "gym_name": "sn-hr-internal", "validation_config": {"query": "select count(*) from hr_case where coe_type = 'HRIT' and short_description like '%Hi Karen Watkins, I need to update... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_131741_243_1628b966_c66e5972 | When I registered for the hr system with an email jessicabrown@servicenow.com, I mistakenly misspelled my phone number. Please recheck that the phone is +95482136874. If it is not, I need to change it; however, I don't have permission. So I need to write a message to my admin Karen, whose last name starts with W., but ... | When I registered for the hr system with an email jessicabrown@servicenow.com, I mistakenly misspelled my phone number. Please recheck that the phone is +95482136874. If it is not, I need to change it; however, I don't have permission. So I need to write a message to my admin Karen, whose last name starts with W., but ... | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_131741_243_1628b966_c66e5972.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 26,549 | 2,826 | 3,800 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Check that other drafts are deleted":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 0","expected":0,"passed":false,"query":"select count(*) from dr... | enterprise-ops-gym |
task_20251217_073807_153_761f6b82_cba63024 | hr | HR Management Assistant Policy
Role: HR Management Assistant. System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and ... | To support an urgent field deployment, Diana Johnson’s profile is aligned for immediate operational readiness. Her qualifications are verified to ensure she holds the required IT credential, which is applied if missing. Any existing association with the HR Service Desk is cleared to preserve separation of duties, after... | [
"add_new_skill_to_user",
"get_user_using_name",
"list_skills",
"list_user_skills",
"get_hr_profile_by_personal_email",
"create_new_hr_service",
"add_new_group_member",
"send_notification",
"find_group_by_name",
"list_group_members",
"remove_group_membership",
"get_user_using_email",
"get_use... | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMCIsImlzcyI6Iml0c20ifQ.Ef8_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Promotion", "description": "Promotion", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) \nFROM user \nWHERE email = 'diana.johnson@servicenow.com' \n AND role = 'manager';\n", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type... | eog-gemini-gemini-3.5-flash-oh-task_20251217_073807_153_761f6b82_cba63024 | To support an urgent field deployment, Diana Johnson’s profile is aligned for immediate operational readiness. Her qualifications are verified to ensure she holds the required IT credential, which is applied if missing. Any existing association with the HR Service Desk is cleared to preserve separation of duties, after... | To support an urgent field deployment, Diana Johnson’s profile is aligned for immediate operational readiness. Her qualifications are verified to ensure she holds the required IT credential, which is applied if missing. Any existing association with the HR Service Desk is cleared to preserve separation of duties, after... | 20 | 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_073807_153_761f6b82_cba63024.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 329,465 | 6,866 | 8,152 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"Case":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT count(*) \nFROM hr_case c\nJOIN hr_service s ON c.h... | enterprise-ops-gym |
task_20260116_143750_504_a8eea1c0_7d91efa1 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Travis Wood is heading the new Lead HR Support initiative. Establish that Service Desk group. He shouldn't be in the Global Service Desk Group anymore, so transfer his membership. Ensure HRC0000711's assignment group is updated to Lead HR Support to align with his new role, and finally, add a General Inquiry Transition... | [
"create_hr_case_task",
"find_hr_case_by_number",
"get_user_using_name",
"add_new_user_group",
"remove_group_membership",
"add_new_group_member",
"find_group_by_name",
"update_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "user_group_creation_lead_hr_support", "description": "Verifies that the Lead HR Support Service Desk group was created with the correct attributes and is active in organization 1.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM user_grou... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_143750_504_a8eea1c0_7d91efa1 | Travis Wood is heading the new Lead HR Support initiative. Establish that Service Desk group. He shouldn't be in the Global Service Desk Group anymore, so transfer his membership. Ensure HRC0000711's assignment group is updated to Lead HR Support to align with his new role, and finally, add a General Inquiry Transition... | Travis Wood is heading the new Lead HR Support initiative. Establish that Service Desk group. He shouldn't be in the Global Service Desk Group anymore, so transfer his membership. Ensure HRC0000711's assignment group is updated to Lead HR Support to align with his new role, and finally, add a General Inquiry Transition... | 11 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_143750_504_a8eea1c0_7d91efa1.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 52,387 | 2,108 | 3,428 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"complete_transaction_integrity_check":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM (SELECT... | enterprise-ops-gym |
task_20251117_165528_648_bca89e7d_3e81ece9 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | I’m planning to have a technical kickoff session with Carol. Create a secondary calendar called “Search Algorithm Beta.” Allow Carol(carol.white@techcorp.com) to edit. Starting from November 14, 2025, find the first day when I have no scheduled events, and schedule “Search Algorithm Beta – Technical Kickoff” for 60 min... | [
"query_freebusy",
"create_event",
"insert_acl_rule",
"create_calendar",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1762868439331_kf914hbmw.sql", "context": {"x-access-token": "ya29.A0ARrdaM-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "Calendar Creation", "description": "Verify secondary calendar created", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = 'Search Algorithm Beta' AND is_primary = 0 AND user_id = 'bob_developer'", "expected_v... | eog-gpt-5.5-2026-04-23-oh-task_20251117_165528_648_bca89e7d_3e81ece9 | I’m planning to have a technical kickoff session with Carol. Create a secondary calendar called “Search Algorithm Beta.” Allow Carol(carol.white@techcorp.com) to edit. Starting from November 14, 2025, find the first day when I have no scheduled events, and schedule “Search Algorithm Beta – Technical Kickoff” for 60 min... | I’m planning to have a technical kickoff session with Carol. Create a secondary calendar called “Search Algorithm Beta.” Allow Carol(carol.white@techcorp.com) to edit. Starting from November 14, 2025, find the first day when I have no scheduled events, and schedule “Search Algorithm Beta – Technical Kickoff” for 60 min... | 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_20251117_165528_648_bca89e7d_3e81ece9.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 22,736 | 1,466 | 2,080 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Calendar Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS count FROM calendars W... | enterprise-ops-gym |
task_20251125_113335_636_7ebc1127_a4ebffe8 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** and... | Several people across TechCorp reported missed or delayed Teams notifications between October 23 and October 31, 2025, mainly from the Engineering and IT groups. In the team named TechCorp Solutions Team, please create a private channel called Notification Reliability Review - Oct 23-31, 2025, with a short description ... | [
"create_channel",
"send_channel_message",
"list_users",
"create_virtual_event_townhall",
"list_teams"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1763719312619_uhgzo6si4.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "verify_channel_created", "description": "Confirms private review channel created correctly", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM channels c JOIN teams t ON t.team_id = c.team_id WHERE t.display_name = 'TechCorp Solutions Team' A... | eog-gpt-5.5-2026-04-23-oh-task_20251125_113335_636_7ebc1127_a4ebffe8 | Several people across TechCorp reported missed or delayed Teams notifications between October 23 and October 31, 2025, mainly from the Engineering and IT groups. In the team named TechCorp Solutions Team, please create a private channel called Notification Reliability Review - Oct 23-31, 2025, with a short description ... | Several people across TechCorp reported missed or delayed Teams notifications between October 23 and October 31, 2025, mainly from the Engineering and IT groups. In the team named TechCorp Solutions Team, please create a private channel called Notification Reliability Review - Oct 23-31, 2025, with a short description ... | 9 | 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_113335_636_7ebc1127_a4ebffe8.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 74,714 | 3,034 | 4,876 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"verify_channel_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM channels c JOIN t... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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". | 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_20251226_133324_902_e5bf1251_942c943a.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 37,898 | 4,540 | 5,283 | {"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_212540_480_79b3b025_84db5210 | calendar | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | We need to execute a critical Q4 operational handoff protocol and adjust team permissions. Today is the first Monday of 2026.
Schedule a recurring 'Quarterly Handoff' meeting on 'Team Coordination' calendar. The meeting should be 90 minutes long and start tomorrow at 1:00 PM (New York time). If the 'Sprint Planning & A... | [
"patch_event",
"list_events",
"create_event",
"get_colors",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767609452599_m3ir0indw.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Verify Event Color Update (Count 1)", "description": "Verify Event Color Update (Count 1)", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*)\nFROM events\nWHERE summary = 'Sprint Planning & Architecture Review' AND calendar_id = 'alice-projects' A... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_212540_480_79b3b025_84db5210 | We need to execute a critical Q4 operational handoff protocol and adjust team permissions. Today is the first Monday of 2026.
Schedule a recurring 'Quarterly Handoff' meeting on 'Team Coordination' calendar. The meeting should be 90 minutes long and start tomorrow at 1:00 PM (New York time). If the 'Sprint Planning & A... | We need to execute a critical Q4 operational handoff protocol and adjust team permissions. Today is the first Monday of 2026.
Schedule a recurring 'Quarterly Handoff' meeting on 'Team Coordination' calendar. The meeting should be 90 minutes long and start tomorrow at 1:00 PM (New York time). If the 'Sprint Planning & A... | 15 | 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_212540_480_79b3b025_84db5210.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 147,167 | 7,167 | 9,725 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Event Color Update (Count 1)":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\nFROM ... | enterprise-ops-gym |
task_20260106_172901_590_a9f62433_f7baa0fa | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Hey, I made a mistake in the Family Photo.jpg about "a beautiful photo". Can you please delete that comment for me? After you do that, could you make a copy of the Family Photo.jpg file with the name "Family Photo (Copy)" and put it in the Design Assets folder? Also, please update the description to say "Family Photo f... | [
"list_files",
"list_comments",
"delete_comments",
"create_comments",
"create_permission",
"copy_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764755314410_f227g8ov4.sql", "context": {"x_auth_token": "ya29.E79oYmqohz4_yuNhAYfz7UsMx_YpFIXLCr1kMAgGtrvs9aINJEW2HfI54QtDpnvBx6yx7zaZkX9Y2Nekrf6VGmITgDUfwme... | [{"verifier_type": "database_state", "name": "Comment Deletion Verification", "description": "Check to see if comment made on Family Photo is not available", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM comments \n WHERE conten... | eog-gemini-gemini-3.5-flash-oh-task_20260106_172901_590_a9f62433_f7baa0fa | Hey, I made a mistake in the Family Photo.jpg about "a beautiful photo". Can you please delete that comment for me? After you do that, could you make a copy of the Family Photo.jpg file with the name "Family Photo (Copy)" and put it in the Design Assets folder? Also, please update the description to say "Family Photo f... | Hey, I made a mistake in the Family Photo.jpg about "a beautiful photo". Can you please delete that comment for me? After you do that, could you make a copy of the Family Photo.jpg file with the name "Family Photo (Copy)" and put it in the Design Assets folder? Also, please update the description to say "Family Photo f... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_172901_590_a9f62433_f7baa0fa.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 126,164 | 4,002 | 5,306 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{" Verify that description is added":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT \n CASE \n ... | enterprise-ops-gym |
task_20251222_075116_761_30600918_a7f0a69a | 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 ... | When Christina Oliver was going through the emails in the L1 Field Support group mailbox, she noticed a communication regarding incident INC‑000056 from Cheryl Osborne, requesting that the impact and urgency be updated to High. This was replied to over email, where the team was asking for the actual POS number. Please ... | [
"find_incident_by_number",
"link_new_incident_sla",
"get_user",
"update_incident_sla_details",
"update_incident",
"find_sla_definitions",
"send_notification",
"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_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "SLA Cancel", "description": "SLA Cancel", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident_sla WHERE incident_id = 'INC_056' AND incident_sla_id = 'TSLA_007' AND stage ='cancelled';", "expected_value": 1, "comparison_type": "equals"}... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251222_075116_761_30600918_a7f0a69a | When Christina Oliver was going through the emails in the L1 Field Support group mailbox, she noticed a communication regarding incident INC‑000056 from Cheryl Osborne, requesting that the impact and urgency be updated to High. This was replied to over email, where the team was asking for the actual POS number. Please ... | When Christina Oliver was going through the emails in the L1 Field Support group mailbox, she noticed a communication regarding incident INC‑000056 from Cheryl Osborne, requesting that the impact and urgency be updated to High. This was replied to over email, where the team was asking for the actual POS number. Please ... | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251222_075116_761_30600918_a7f0a69a.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 37,716 | 1,372 | 2,261 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"SLA Cancel":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM incident_sla WHERE incident_i... | enterprise-ops-gym |
task_20260106_104903_639_0154326e_81f6a68a | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | We are initializing the sprint for the new Fiscal Year and need the infrastructure set up in the TechCorp Solutions team. Please create a dedicated channel named "FY25 Sprint Planning". Within that channel context, we need a way to notify the core leads quickly, so create a teamwork tag named "Sprint Leads" and ensure ... | [
"list_users",
"send_channel_message",
"list_teams",
"create_teamwork_tag",
"create_channel",
"create_virtual_event_townhall"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764056995448_d8bull5d3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Verify Channel Creation", "description": "Verify Channel Creation", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT count(*) \nFROM channels \nWHERE team_id = 'team_techcorp_001' \n AND display_name = 'FY25 Sprint Planning';", "expected_value": 1, "comp... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_104903_639_0154326e_81f6a68a | We are initializing the sprint for the new Fiscal Year and need the infrastructure set up in the TechCorp Solutions team. Please create a dedicated channel named "FY25 Sprint Planning". Within that channel context, we need a way to notify the core leads quickly, so create a teamwork tag named "Sprint Leads" and ensure ... | We are initializing the sprint for the new Fiscal Year and need the infrastructure set up in the TechCorp Solutions team. Please create a dedicated channel named "FY25 Sprint Planning". Within that channel context, we need a way to notify the core leads quickly, so create a teamwork tag named "Sprint Leads" and ensure ... | 12 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_104903_639_0154326e_81f6a68a.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 85,619 | 1,127 | 3,128 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verify Channel Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count(*) \nFROM channels \nWHE... | enterprise-ops-gym |
task_20260112_124137_537_761f6b82_9e1a6b99 | hr | HR Management Assistant Policy
Role: HR Management Assistant. System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and ... | The comprehensive policy renewal initiative begins with a review of the company's existing Payroll FAQ knowledge base entry, the status of which dictates the immediate next steps. If the article is currently published, its short description will be minimally updated to include the notation " - Updated International Pay... | [
"retrieve_knowledge_articles",
"get_user_using_email",
"create_new_hr_case",
"update_knowledge_article",
"create_survey_instance",
"get_user_using_name",
"create_hr_case_task",
"list_skills",
"list_user_skills",
"add_new_skill_to_user",
"create_survey"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765529350682_48wb3wot7.sql", "context": {"x-access-token": "hr_token_sarah_chen_001"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "Verify Knowledge Logic", "description": "Verify Escalation Rule", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*)\nFROM knowledge\nWHERE kb_number = 'KB-003'\n AND body LIKE '% - Updated International Payment Guidance.';\n-- Expected Result: 1... | eog-gpt-5.5-2026-04-23-oh-task_20260112_124137_537_761f6b82_9e1a6b99 | The comprehensive policy renewal initiative begins with a review of the company's existing Payroll FAQ knowledge base entry, the status of which dictates the immediate next steps. If the article is currently published, its short description will be minimally updated to include the notation " - Updated International Pay... | The comprehensive policy renewal initiative begins with a review of the company's existing Payroll FAQ knowledge base entry, the status of which dictates the immediate next steps. If the article is currently published, its short description will be minimally updated to include the notation " - Updated International Pay... | 13 | 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_20260112_124137_537_761f6b82_9e1a6b99.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 113,134 | 4,996 | 6,021 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify High Priority Task Creation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT count(*)\nFROM hr_cas... | enterprise-ops-gym |
task_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-gpt-5.5-2026-04-23-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... | 9 | 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_142634_160_bca89e7d_193f597f.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 51,122 | 2,308 | 3,250 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":5,"resolved":true,"score":1,"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 WHER... | enterprise-ops-gym |
task_20260115_172636_260_fa1836dc_7a703e50 | 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... | Isabella Rossi reported an email sync issue yesterday that was marked as resolved, but she just contacted us to say the problem is happening again. Find her most recent resolved incident and reopen it so the team can investigate further. Send a notification to the agent who originally resolved it (subject: 'Reopened In... | [
"get_user",
"list_incidents",
"update_incident",
"send_notification",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_raj_2024_secure"}, "user_info": {"user_id": "USER_007", "name": "Raj Patel", "email": "raj.p... | [{"verifier_type": "database_state", "name": "verify_incident_reopened_in_progress", "description": "Check that Isabella's latest incident was reopened and is now in progress", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_022' AND status = 'in_progre... | eog-gemini-gemini-3.5-flash-oh-task_20260115_172636_260_fa1836dc_7a703e50 | Isabella Rossi reported an email sync issue yesterday that was marked as resolved, but she just contacted us to say the problem is happening again. Find her most recent resolved incident and reopen it so the team can investigate further. Send a notification to the agent who originally resolved it (subject: 'Reopened In... | Isabella Rossi reported an email sync issue yesterday that was marked as resolved, but she just contacted us to say the problem is happening again. Find her most recent resolved incident and reopen it so the team can investigate further. Send a notification to the agent who originally resolved it (subject: 'Reopened In... | 6 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_172636_260_fa1836dc_7a703e50.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 53,436 | 2,552 | 3,129 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"verify_incident_reopened_in_progress":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM inci... | enterprise-ops-gym |
task_20260112_124137_537_761f6b82_9e1a6b99 | hr | HR Management Assistant Policy
Role: HR Management Assistant. System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and ... | The comprehensive policy renewal initiative begins with a review of the company's existing Payroll FAQ knowledge base entry, the status of which dictates the immediate next steps. If the article is currently published, its short description will be minimally updated to include the notation " - Updated International Pay... | [
"retrieve_knowledge_articles",
"get_user_using_email",
"create_new_hr_case",
"update_knowledge_article",
"create_survey_instance",
"get_user_using_name",
"create_hr_case_task",
"list_skills",
"list_user_skills",
"add_new_skill_to_user",
"create_survey"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765529350682_48wb3wot7.sql", "context": {"x-access-token": "hr_token_sarah_chen_001"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "Verify Knowledge Logic", "description": "Verify Escalation Rule", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*)\nFROM knowledge\nWHERE kb_number = 'KB-003'\n AND body LIKE '% - Updated International Payment Guidance.';\n-- Expected Result: 1... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260112_124137_537_761f6b82_9e1a6b99 | The comprehensive policy renewal initiative begins with a review of the company's existing Payroll FAQ knowledge base entry, the status of which dictates the immediate next steps. If the article is currently published, its short description will be minimally updated to include the notation " - Updated International Pay... | The comprehensive policy renewal initiative begins with a review of the company's existing Payroll FAQ knowledge base entry, the status of which dictates the immediate next steps. If the article is currently published, its short description will be minimally updated to include the notation " - Updated International Pay... | 14 | 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_20260112_124137_537_761f6b82_9e1a6b99.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 80,528 | 4,136 | 6,157 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify High Priority Task Creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count(*)\nFROM hr_case... | enterprise-ops-gym |
task_20251128_123025_545_13762b97_ad80b87c | 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 are consolidating our document review process and need to clean up the Technical Spec PDF in the engineering drive. First, find all the resolved comment threads on that document and verify they actually have replies confirming resolution. For any resolved comments that don't have a closing reply from either me or Mi... | [
"create_permission",
"update_revisions",
"list_permission",
"update_permission",
"create_replies",
"list_revisions",
"update_files",
"list_comments",
"list_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": "Resolved Comments Have Confirmation Replies", "description": "Verifies that Resolved Comments Have Confirmation Replies", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) as unconfirmed_resolved\nFROM comments c\nWHERE c.file_id = '01JBQM3... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251128_123025_545_13762b97_ad80b87c | We are consolidating our document review process and need to clean up the Technical Spec PDF in the engineering drive. First, find all the resolved comment threads on that document and verify they actually have replies confirming resolution. For any resolved comments that don't have a closing reply from either me or Mi... | We are consolidating our document review process and need to clean up the Technical Spec PDF in the engineering drive. First, find all the resolved comment threads on that document and verify they actually have replies confirming resolution. For any resolved comments that don't have a closing reply from either me or Mi... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251128_123025_545_13762b97_ad80b87c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 54,382 | 5,038 | 7,398 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"Alex No Longer Has Commenter Access":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) as commen... | 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-gemini-gemini-3.5-flash-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... | 17 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_185136_779_46ca2862_2b77b852.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 611,280 | 10,200 | 12,133 | {"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_20260106_075904_098_a8eea1c0_a6cfe625 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | The support team needs to immediately escalate the existing new case for Stark Industries, involving the Palo Alto Networks PA-3220 Variant 8 (serial ending in 8853) being used. This issue is far too severe for its current designation; upgrade its priority to critical and mark it for vip attention. Assign the ownership... | [
"update_knowledge",
"find_product",
"retrieve_installed_products",
"check_user_membership",
"find_user",
"search_cases",
"find_user_group",
"find_account",
"find_contacts",
"retrieve_knowledge",
"assign_case_to_user",
"find_sla_definitions",
"find_entitlements",
"update_case",
"link_new_... | [] | /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": "robin.monroe83@servicenow.com"}, "user_info": {"user_id": 31, "name": "Robin Monroe", "email": "robin.monroe8... | [{"verifier_type": "database_state", "name": "update_contact", "description": "Verify Marc Henry's contact record is set as primary.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT is_primary FROM contact WHERE contact_id = 10 AND portal_user_id = 20;", "expected_value": 1, "comparison_type": "equ... | eog-gemini-gemini-3.5-flash-oh-task_20260106_075904_098_a8eea1c0_a6cfe625 | The support team needs to immediately escalate the existing new case for Stark Industries, involving the Palo Alto Networks PA-3220 Variant 8 (serial ending in 8853) being used. This issue is far too severe for its current designation; upgrade its priority to critical and mark it for vip attention. Assign the ownership... | The support team needs to immediately escalate the existing new case for Stark Industries, involving the Palo Alto Networks PA-3220 Variant 8 (serial ending in 8853) being used. This issue is far too severe for its current designation; upgrade its priority to critical and mark it for vip attention. Assign the ownership... | 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_20260106_075904_098_a8eea1c0_a6cfe625.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 162,674 | 3,808 | 4,695 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"assign_case_to_user":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM customer_case WHERE ca... | 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-gpt-5.5-2026-04-23-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/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_090444_873_99ba2325_980a3405.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 78,122 | 2,637 | 3,396 | {"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_20260115_170553_772_ae7b45e2_daae994c | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow IT Service Management (ITSM). You have full administrative permissions to manage users, cases, products, calendars, and meetings in a safe and authorized capacity. Do not ask for confirmation before taking action. | Set up the 'Q1 Network Infrastructure Upgrade' change request for joanne.simpson@servicenow.com. Look up the user first, then check our available Google Drive shared drives to identify documentation storage options. Create a change request titled 'Q1 Network Infrastructure Upgrade' with new status, high impact, medium ... | [
"list_users",
"update_change",
"get_user_using_email",
"get_user_using_name",
"list_drives",
"create_change"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"x-auth-token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": " Verify Shared Drives Retrieved", "description": "Checks if the Shared Drives Retrieved", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM drives WHERE hidden = FALSE;", "expected_value": 1, "comparison_type": "greater_than"}}, {"veri... | eog-gpt-5.5-2026-04-23-oh-task_20260115_170553_772_ae7b45e2_daae994c | Set up the 'Q1 Network Infrastructure Upgrade' change request for joanne.simpson@servicenow.com. Look up the user first, then check our available Google Drive shared drives to identify documentation storage options. Create a change request titled 'Q1 Network Infrastructure Upgrade' with new status, high impact, medium ... | Set up the 'Q1 Network Infrastructure Upgrade' change request for joanne.simpson@servicenow.com. Look up the user first, then check our available Google Drive shared drives to identify documentation storage options. Create a change request titled 'Q1 Network Infrastructure Upgrade' with new status, high impact, medium ... | 5 | runs/enterprise_ops_gym_test/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_170553_772_ae7b45e2_daae994c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 26,692 | 1,181 | 1,633 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{" Verify Shared Drives Retrieved":{"actual":171,"comparison_type":"greater_than","details":"Comparison greater_than: 171 vs 1","expected":1,"passed":true,"query":"SELECT COUNT... | enterprise-ops-gym |
task_20260105_225106_969_0154326e_fc0d4a7b | 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... | James Wilson from TechCorp got in touch this morning about a few updates needed in the main channel of their team space. The tab linking to the company portal isn’t current and should direct to the latest HR site instead, https://portal.techcorp.com/hr/home. They also plan to send items into the channel by email rather... | [
"update_channel_tab",
"list_channels",
"list_tabs_in_channel",
"list_teams",
"send_channel_message",
"provision_channel_email",
"get_files_folder"
] | [] | /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": "company_portal_updated", "description": "company_portal_updated", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT count(*) FROM teams_channel_tabs tab JOIN channels c ON c.channel_id = tab.channel_id JOIN teams t ON t.team_id = c.team_id WHERE t.display_... | eog-gpt-5.5-2026-04-23-oh-task_20260105_225106_969_0154326e_fc0d4a7b | James Wilson from TechCorp got in touch this morning about a few updates needed in the main channel of their team space. The tab linking to the company portal isn’t current and should direct to the latest HR site instead, https://portal.techcorp.com/hr/home. They also plan to send items into the channel by email rather... | James Wilson from TechCorp got in touch this morning about a few updates needed in the main channel of their team space. The tab linking to the company portal isn’t current and should direct to the latest HR site instead, https://portal.techcorp.com/hr/home. They also plan to send items into the channel by email rather... | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_225106_969_0154326e_fc0d4a7b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 51,890 | 1,074 | 1,775 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"company_portal_updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count(*) FROM teams_channel_tabs... | enterprise-ops-gym |
task_20260119_162417_443_d8f93f2d_2b15bc38 | hybrid | * **Restriction:** Cannot access other users' mailboxes unless explicitly delegated.
### **Delegate**
A user granted specific mailbox access by the Primary User.
* **Capabilities:** Read, send, and manage (archive/label/trash) messages and threads on behalf of the delegator.
* **Restriction:** Cannot modify the del... | Delete a message related to some invoice 4567. Then delete a HR service with name as "Leave Of Absence". Finally show me user profile details. | [
"list_messages",
"get_hr_service_by_name",
"delete_message",
"delete_hr_service",
"get_user_profile"
] | [] | /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 FROM messages m WHERE m.id = '7c4946e1-7667-4534-bb07-86275009859d' AND m.user_id = '104daf4b-2023-49f1-8def-39b4e9dcda5e'... | eog-gemini-gemini-3.5-flash-oh-task_20260119_162417_443_d8f93f2d_2b15bc38 | Delete a message related to some invoice 4567. Then delete a HR service with name as "Leave Of Absence". Finally show me user profile details. | Delete a message related to some invoice 4567. Then delete a HR service with name as "Leave Of Absence". Finally show me user profile details. | 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_20260119_162417_443_d8f93f2d_2b15bc38.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 53,153 | 3,143 | 3,696 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify message deletion":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM messages ... | 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-gpt-5.5-2026-04-23-oh-task_20251128_123526_889_64a4ebb9_20d5e6ae | I'm performing a security audit on the 'Technical Spec.pdf' file. Please check its permissions and remove 'alex.rodriguez@company.com' if he has 'commenter' access. After removing him, create a blank text file in My Drive named 'Access_Audit_Log.txt'. Finally, go back to the 'Technical Spec.pdf' and add a comment: 'Sec... | I'm performing a security audit on the 'Technical Spec.pdf' file. Please check its permissions and remove 'alex.rodriguez@company.com' if he has 'commenter' access. After removing him, create a blank text file in My Drive named 'Access_Audit_Log.txt'. Finally, go back to the 'Technical Spec.pdf' and add a comment: 'Sec... | 6 | runs/enterprise_ops_gym_test/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_123526_889_64a4ebb9_20d5e6ae.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 26,860 | 654 | 1,079 | {"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_20260116_192842_208_46ca2862_04093fc7 | hr | HR Management Assistant Policy
Role: HR Management Assistant. System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and ... | We want to with enforcement of the Admin On-Site Mandate for Male manager working remotely
For audit purposes, confirm that the Policy Enforcement service exists under the Profile Update topic, creating it if necessary. Record a High-priority ongoing case for each impacted employee under Account: ACC-ADM-00, using the... | [
"get_topic_details",
"get_user",
"create_new_hr_case",
"send_notification",
"create_new_hr_service",
"fetch_hr_profiles",
"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.eyJzdWIiOiJVU0VSXzAzMCIsImlzcyI6Iml0c20ifQ.Ef8_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify Audit Case Generation", "description": "Verify Audit Case Generation", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM hr_case WHERE short_description = 'Service: Policy Enforcement, Subject: Manager , Detail: Remote Access R... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_192842_208_46ca2862_04093fc7 | We want to with enforcement of the Admin On-Site Mandate for Male manager working remotely
For audit purposes, confirm that the Policy Enforcement service exists under the Profile Update topic, creating it if necessary. Record a High-priority ongoing case for each impacted employee under Account: ACC-ADM-00, using the... | We want to with enforcement of the Admin On-Site Mandate for Male manager working remotely
For audit purposes, confirm that the Policy Enforcement service exists under the Profile Update topic, creating it if necessary. Record a High-priority ongoing case for each impacted employee under Account: ACC-ADM-00, using the... | 11 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_192842_208_46ca2862_04093fc7.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 85,149 | 3,518 | 4,869 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Audit Case Generation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS cnt FROM hr_cas... | 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-gpt-5.5-2026-04-23-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... | 23 | 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_20251209_094942_478_701c5774_dc4a4b13.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 255,049 | 8,257 | 10,641 | {"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_20260109_060901_602_8e9e30d7_06581f9f | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | I'm getting complaints from the team about call quality during the last week of October 2025, specifically starting around October 23, 2025. People are mentioning dropped connections and audio issues. Can you dig into our call data from October 23, 2025 through October 31, 2025 and see if you can find any such incident... | [
"list_users",
"list_teams",
"create_channel",
"add_channel_member",
"list_call_records",
"send_channel_message"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1763471775019_vb5gclmn3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "call_quality_channel_created", "description": "Verifies that the private channel 'Call Quality Review' was created in TechCorp Solutions Team", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) as count FROM channels WHERE team_id = 'team_techcorp... | eog-gpt-5.5-2026-04-23-oh-task_20260109_060901_602_8e9e30d7_06581f9f | I'm getting complaints from the team about call quality during the last week of October 2025, specifically starting around October 23, 2025. People are mentioning dropped connections and audio issues. Can you dig into our call data from October 23, 2025 through October 31, 2025 and see if you can find any such incident... | I'm getting complaints from the team about call quality during the last week of October 2025, specifically starting around October 23, 2025. People are mentioning dropped connections and audio issues. Can you dig into our call data from October 23, 2025 through October 31, 2025 and see if you can find any such incident... | 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_20260109_060901_602_8e9e30d7_06581f9f.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 40,176 | 1,465 | 2,926 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"analysis_report_posted":{"actual":1,"comparison_type":"greater_than","details":"Comparison greater_than: 1 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) as count FR... | enterprise-ops-gym |
task_20260105_225106_969_0154326e_fc0d4a7b | 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... | James Wilson from TechCorp got in touch this morning about a few updates needed in the main channel of their team space. The tab linking to the company portal isn’t current and should direct to the latest HR site instead, https://portal.techcorp.com/hr/home. They also plan to send items into the channel by email rather... | [
"update_channel_tab",
"list_channels",
"list_tabs_in_channel",
"list_teams",
"send_channel_message",
"provision_channel_email",
"get_files_folder"
] | [] | /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": "company_portal_updated", "description": "company_portal_updated", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT count(*) FROM teams_channel_tabs tab JOIN channels c ON c.channel_id = tab.channel_id JOIN teams t ON t.team_id = c.team_id WHERE t.display_... | eog-gemini-gemini-3.5-flash-oh-task_20260105_225106_969_0154326e_fc0d4a7b | James Wilson from TechCorp got in touch this morning about a few updates needed in the main channel of their team space. The tab linking to the company portal isn’t current and should direct to the latest HR site instead, https://portal.techcorp.com/hr/home. They also plan to send items into the channel by email rather... | James Wilson from TechCorp got in touch this morning about a few updates needed in the main channel of their team space. The tab linking to the company portal isn’t current and should direct to the latest HR site instead, https://portal.techcorp.com/hr/home. They also plan to send items into the channel by email rather... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_225106_969_0154326e_fc0d4a7b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 131,025 | 2,645 | 3,650 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"company_portal_updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count(*) FROM teams_channel_tabs... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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_... | 12 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_101232_309_be6c9105_fefb9d10.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 140,032 | 1,490 | 3,344 | {"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_20251204_083406_171_e7cfb93b_89e0d558 | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I'm reorganizing my mailbox because we’re preparing for our cross-department audit next week.
I need you to set up a structured workflow for all emails related to reviews, proposals, budgets, or milestone updates.
Here’s what I want you to do:
Look for all messages where the subject or sender involves:
- manager@comp... | [
"list_drafts",
"list_filters",
"get_user_profile",
"list_forwarding_addresses",
"modify_message",
"list_send_as_aliases",
"list_messages",
"create_label",
"create_filter",
"modify_thread",
"get_auto_forwarding",
"get_send_as_alias",
"list_labels",
"patch_send_as_alias",
"get_message",
... | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "Draft Pending Reply Label Applied", "description": "draft_msg_001 belongs to thread_001 \u2192 should be labeled.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM message_labels ml\nJOIN labels l ON ml.label_id = l.id\nWHERE l.name = 'Pen... | eog-gemini-gemini-3.5-flash-oh-task_20251204_083406_171_e7cfb93b_89e0d558 | I'm reorganizing my mailbox because we’re preparing for our cross-department audit next week.
I need you to set up a structured workflow for all emails related to reviews, proposals, budgets, or milestone updates.
Here’s what I want you to do:
Look for all messages where the subject or sender involves:
- manager@comp... | I'm reorganizing my mailbox because we’re preparing for our cross-department audit next week.
I need you to set up a structured workflow for all emails related to reviews, proposals, budgets, or milestone updates.
Here’s what I want you to do:
Look for all messages where the subject or sender involves:
- manager@comp... | 29 | 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_20251204_083406_171_e7cfb93b_89e0d558.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 582,129 | 12,691 | 15,327 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":8,"resolved":false,"score":0,"total_verifiers":10,"verification_results":{"Active Audit Threads Labeled":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(DISTINCT m.thread_... | enterprise-ops-gym |
task_20251205_032409_945_0a0bf089_61f5be29 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, calendars, ACLs, settings, and events. Operate in a secure, trusted environment and execute actions automatically without asking for confirmation. Always verify identifiers such as calendarId and eventId with a single looku... | Check all existing calendars for bob.smith@techcorp.com to see if a calendar named 'Product Rollouts' exists. If it doesn’t, create a new secondary calendar with that title (timezone: America/Los_Angeles) to track deployment milestones. After confirming its presence, schedule a two-hour event titled 'Q1 Launch Readines... | [
"get_calendar_list",
"create_calendar",
"create_event",
"update_calendar_in_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-t3K9JkB6Qw4Yx7R8hS5lM2nP3qL0aZ9cBvN0.ZxYcVbNmLkJhGfDsAaQwErTyUiOpAsDfGhJk_77-11"}, "user_... | [{"verifier_type": "database_state", "name": "Verify Product Rollouts calendar creation", "description": "Ensure the 'Product Rollouts' calendar exists for bob.smith@techcorp.com with correct timezone.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251205_032409_945_0a0bf089_61f5be29 | Check all existing calendars for bob.smith@techcorp.com to see if a calendar named 'Product Rollouts' exists. If it doesn’t, create a new secondary calendar with that title (timezone: America/Los_Angeles) to track deployment milestones. After confirming its presence, schedule a two-hour event titled 'Q1 Launch Readines... | Check all existing calendars for bob.smith@techcorp.com to see if a calendar named 'Product Rollouts' exists. If it doesn’t, create a new secondary calendar with that title (timezone: America/Los_Angeles) to track deployment milestones. After confirming its presence, schedule a two-hour event titled 'Q1 Launch Readines... | 3 | 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_20251205_032409_945_0a0bf089_61f5be29.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 17,419 | 611 | 1,074 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Product Rollouts calendar creation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*)... | enterprise-ops-gym |
task_20251218_082708_201_99ba2325_51726f9c | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Aisha’s newly issued corporate desktop (serial number DESKTOP-IN-781), procured for approximately ₹78 grand, was provided to her as part of the FY hardware upgrade initiative. She is currently working from the Bengaluru office in Karnataka, and the asset should be recorded under TechCorp India operations, with the stat... | [
"register_configuration_item",
"list_users",
"add_location",
"find_locations",
"create_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Verify Incident Creation", "description": "Verify Incident Creation", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = \"INC_024\" AND configuration_item = \"CI_005\" AND caller_id = \"USER_004\" AND status = \"ne... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251218_082708_201_99ba2325_51726f9c | Aisha’s newly issued corporate desktop (serial number DESKTOP-IN-781), procured for approximately ₹78 grand, was provided to her as part of the FY hardware upgrade initiative. She is currently working from the Bengaluru office in Karnataka, and the asset should be recorded under TechCorp India operations, with the stat... | Aisha’s newly issued corporate desktop (serial number DESKTOP-IN-781), procured for approximately ₹78 grand, was provided to her as part of the FY hardware upgrade initiative. She is currently working from the Bengaluru office in Karnataka, and the asset should be recorded under TechCorp India operations, with the stat... | 9 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_082708_201_99ba2325_51726f9c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 46,176 | 1,054 | 2,399 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify CMDB creation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM configuration_item W... | 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-gpt-5.5-2026-04-23-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... | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_081645_096_66392a82_fd509f97.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 42,059 | 3,203 | 3,723 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Checking notification":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"select count() from notification where ... | enterprise-ops-gym |
task_20260116_131741_243_1628b966_c66e5972 | 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**. ... | When I registered for the hr system with an email jessicabrown@servicenow.com, I mistakenly misspelled my phone number. Please recheck that the phone is +95482136874. If it is not, I need to change it; however, I don't have permission. So I need to write a message to my admin Karen, whose last name starts with W., but ... | [
"create_draft",
"delete_draft",
"get_user_using_email",
"list_drafts",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Check that the case created correctly", "description": "Check that the case created correctly", "gym_name": "sn-hr-internal", "validation_config": {"query": "select count(*) from hr_case where coe_type = 'HRIT' and short_description like '%Hi Karen Watkins, I need to update... | eog-gemini-gemini-3.5-flash-oh-task_20260116_131741_243_1628b966_c66e5972 | When I registered for the hr system with an email jessicabrown@servicenow.com, I mistakenly misspelled my phone number. Please recheck that the phone is +95482136874. If it is not, I need to change it; however, I don't have permission. So I need to write a message to my admin Karen, whose last name starts with W., but ... | When I registered for the hr system with an email jessicabrown@servicenow.com, I mistakenly misspelled my phone number. Please recheck that the phone is +95482136874. If it is not, I need to change it; however, I don't have permission. So I need to write a message to my admin Karen, whose last name starts with W., but ... | 21 | 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_131741_243_1628b966_c66e5972.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 408,307 | 26,886 | 29,130 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Check that other drafts are deleted":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"select count(*) from dra... | 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-gpt-5.5-2026-04-23-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... | 1 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251222_181355_411_764e5ead_48850a98.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 5,901 | 625 | 742 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"CMDB_Location_Update":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 6","expected":6,"passed":false,"query":"SELECT COUNT(*) FROM configuration_item ... | enterprise-ops-gym |
task_20251207_012657_395_accab84d_6ec27d2f | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We just received a follow-up email from Initech. Unfortunately, the Apache HTTP Server solution we provided hasn't held up, and they are seeing 503 errors again. Please reopen the case immediately by incrementing the count and route it directly to Michael Lee in the CSM Tier 1 Support group for a second look. Since the... | [
"update_case",
"find_product",
"find_case_knowledge_linkages",
"search_cases",
"find_user",
"find_contact_by_portal_user",
"find_user_group",
"link_case_knowledge",
"retrieve_knowledge",
"delete_case_knowledge_linkages",
"check_user_membership",
"find_account"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "thomas.bailey63@initech.io"}, "user_info": {"user_id": 63, "name": "Thomas Bailey", "email": "thomas.bailey63... | [{"verifier_type": "database_state", "name": "Case for Thomas at Initech is reopened and routed to Michael in the right group", "description": "Case for Thomas at Initech is reopened and routed to Michael in the right group", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM cust... | eog-gemini-gemini-3.5-flash-oh-task_20251207_012657_395_accab84d_6ec27d2f | We just received a follow-up email from Initech. Unfortunately, the Apache HTTP Server solution we provided hasn't held up, and they are seeing 503 errors again. Please reopen the case immediately by incrementing the count and route it directly to Michael Lee in the CSM Tier 1 Support group for a second look. Since the... | We just received a follow-up email from Initech. Unfortunately, the Apache HTTP Server solution we provided hasn't held up, and they are seeing 503 errors again. Please reopen the case immediately by incrementing the count and route it directly to Michael Lee in the CSM Tier 1 Support group for a second look. Since the... | 11 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251207_012657_395_accab84d_6ec27d2f.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 149,307 | 5,105 | 5,818 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Case for Thomas at Initech is reopened and routed to Michael in the right group":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passe... | enterprise-ops-gym |
task_20260108_082113_548_df0ecdeb_2725d17f | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | I (James Wilson) and Alice Johnson are working in the TechCorp Solutions Team, and we need to connect to close the latest design proposal. Please create a new private channel called Design Review Hub and add us so that we can upload mockups, share notes, and capture final decisions. Then, start an audio-only call with ... | [
"create_call",
"add_channel_member",
"create_channel",
"list_teams",
"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": "Create Design Review Hub Channel", "description": "Create Design Review Hub Channel", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM channels WHERE display_name = 'Design Review Hub' AND team_id = 'team_techcorp_001' AND is_archiv... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260108_082113_548_df0ecdeb_2725d17f | I (James Wilson) and Alice Johnson are working in the TechCorp Solutions Team, and we need to connect to close the latest design proposal. Please create a new private channel called Design Review Hub and add us so that we can upload mockups, share notes, and capture final decisions. Then, start an audio-only call with ... | I (James Wilson) and Alice Johnson are working in the TechCorp Solutions Team, and we need to connect to close the latest design proposal. Please create a new private channel called Design Review Hub and add us so that we can upload mockups, share notes, and capture final decisions. Then, start an audio-only call with ... | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_082113_548_df0ecdeb_2725d17f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 29,961 | 551 | 1,693 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Add Alice Johnson to Design Review Hub":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cou... | enterprise-ops-gym |
task_20260102_165223_158_99ba2325_67a4a1e9 | csm | # **CSM Agent Policy**
You are a Customer Service Management agent. 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, can you update the subscription contract for Zebra Partners to reflect the new quarterly pricing? It should be set at 25.798k $. Also, when you check their main contact, if they’re still using an IND number, go ahead and replace it with this Japan-based one instead: +81-90-1234-5678. Make sure the main contact's l... | [
"list_users",
"update_contract",
"find_locations",
"update_user_details",
"find_contracts",
"find_contacts",
"find_account"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1767372661119_sqfnogxfo.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 contract price", "description": "Check correct contract price update", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM contract WHERE contract_id = 3 and contract_type = 'subscription' AND status = 'active' AND contract_price = 25798"... | eog-gpt-5.5-2026-04-23-oh-task_20260102_165223_158_99ba2325_67a4a1e9 | Hey, can you update the subscription contract for Zebra Partners to reflect the new quarterly pricing? It should be set at 25.798k $. Also, when you check their main contact, if they’re still using an IND number, go ahead and replace it with this Japan-based one instead: +81-90-1234-5678. Make sure the main contact's l... | Hey, can you update the subscription contract for Zebra Partners to reflect the new quarterly pricing? It should be set at 25.798k $. Also, when you check their main contact, if they’re still using an IND number, go ahead and replace it with this Japan-based one instead: +81-90-1234-5678. Make sure the main contact's l... | 9 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_165223_158_99ba2325_67a4a1e9.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 54,059 | 1,034 | 1,523 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Check contract price":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM contract WHERE contrac... | enterprise-ops-gym |
task_20260116_124631_826_d4a463c3_0319223c | hr | HR Management Assistant Policy
Role: HR Management Assistant. System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and ... | With the formal launch of the EU Remote Hub underway, the supporting environment must be brought into alignment with the operational framework planned for this new region. While the technical foundation follows familiar patterns, the transition of leadership to Lisa Anderson introduces several preparatory consideration... | [
"list_user_skills",
"add_new_group_member",
"find_hr_services",
"add_new_skill_to_user",
"get_topic_details",
"create_new_hr_service",
"add_new_user_group",
"get_hr_service_by_name",
"get_user_using_email",
"get_user_using_name",
"update_user_details",
"add_new_assignment_rule",
"list_group_... | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765529350682_48wb3wot7.sql", "context": {"x-access-token": "hr_token_sarah_chen_001"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "Verify Service Creation", "description": "Verify Service Creation", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) \nFROM hr_service \nWHERE service_name = 'EU Relocation Assistance' \n AND fulfillment_type = 'workflow';\n", "expected_value":... | eog-gpt-5.5-2026-04-23-oh-task_20260116_124631_826_d4a463c3_0319223c | With the formal launch of the EU Remote Hub underway, the supporting environment must be brought into alignment with the operational framework planned for this new region. While the technical foundation follows familiar patterns, the transition of leadership to Lisa Anderson introduces several preparatory consideration... | With the formal launch of the EU Remote Hub underway, the supporting environment must be brought into alignment with the operational framework planned for this new region. While the technical foundation follows familiar patterns, the transition of leadership to Lisa Anderson introduces several preparatory consideration... | 24 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_124631_826_d4a463c3_0319223c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 160,440 | 7,244 | 8,597 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":8,"resolved":true,"score":1,"total_verifiers":8,"verification_results":{"Verify Assignment Rule":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count(*) \nFROM assignment_rules ar... | 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-gpt-5.5-2026-04-23-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/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_20260114_180601_485_99ba2325_2dc8b3ce.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 56,895 | 1,735 | 2,467 | {"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_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-gpt-5.5-2026-04-23-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/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_125054_648_be6c9105_0ec24467.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 21,178 | 1,094 | 1,713 | {"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_20260107_132943_755_911d75d7_4c944103 | 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 email sent by my manager regarding the Quarterly Review Meeting.
Then, list all of my draft emails and identify the draft reply that is associated with that meeting email.
Before sending anything, verify the draft by confirming that:
the draft’s subject clearly references the Quarterly Review Meeting... | [
"send_draft",
"list_drafts",
"email_delete_delegate",
"list_messages",
"get_draft",
"email_list_delegates"
] | [] | /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": "QuarterlyReviewDraftSent", "description": "Ensures no draft reply referencing the Quarterly Review Meeting and addressed to the manager remains after sending.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM drafts\nWHERE id = 'draft_001'... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260107_132943_755_911d75d7_4c944103 | First, find the email sent by my manager regarding the Quarterly Review Meeting.
Then, list all of my draft emails and identify the draft reply that is associated with that meeting email.
Before sending anything, verify the draft by confirming that:
the draft’s subject clearly references the Quarterly Review Meeting... | First, find the email sent by my manager regarding the Quarterly Review Meeting.
Then, list all of my draft emails and identify the draft reply that is associated with that meeting email.
Before sending anything, verify the draft by confirming that:
the draft’s subject clearly references the Quarterly Review Meeting... | 12 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_132943_755_911d75d7_4c944103.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 58,833 | 1,334 | 3,147 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"AssistantDelegateRemoved":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) FROM delegates WHERE ... | enterprise-ops-gym |
task_20260116_224538_330_66392a82_10d0806e | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | The Email-Exch-01 item needs to be marked as operational. Update the VPN Gateway's serial number to 'NET-FW-7722' to reflect the hardware replacement. The 'FileShare-01 (Windows Storage)' server should be scheduled for end-of-life and ownership transferred to Karen Watkins for permanent assignment to the infrastructure... | [
"find_configuration_items",
"send_notification",
"get_user",
"list_incidents",
"list_users",
"update_incident",
"update_configuration_item"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Email Exchange CI Status Updated to In Use", "description": "Email Exchange CI Status Updated to In Use", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "WITH ci_status AS (\n SELECT\n configuration_item_id,\n name,\n status\n FROM configuration_item\... | eog-gemini-gemini-3.5-flash-oh-task_20260116_224538_330_66392a82_10d0806e | The Email-Exch-01 item needs to be marked as operational. Update the VPN Gateway's serial number to 'NET-FW-7722' to reflect the hardware replacement. The 'FileShare-01 (Windows Storage)' server should be scheduled for end-of-life and ownership transferred to Karen Watkins for permanent assignment to the infrastructure... | The Email-Exch-01 item needs to be marked as operational. Update the VPN Gateway's serial number to 'NET-FW-7722' to reflect the hardware replacement. The 'FileShare-01 (Windows Storage)' server should be scheduled for end-of-life and ownership transferred to Karen Watkins for permanent assignment to the infrastructure... | 10 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_224538_330_66392a82_10d0806e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 238,115 | 3,490 | 4,265 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Email Exchange CI Status Updated to In Use":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"WITH ci_status AS (\... | enterprise-ops-gym |
task_20251226_153741_362_13762b97_efb07353 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow Human Resources (HR). You have full administrative permissions to manage users, cases, topic, survey, skill, service, organization, and meetings in a safe and authorized capacity. Do not ask for confirmation before... | Conducting quarterly shared drive governance assessment and need to document our escalation workflows for the compliance audit before the infrastructure review meeting.
Start by confirming our Drive environment capacity and storage utilization. List all shared drives in our organization to understand the infrastructur... | [
"find_hr_case_by_number",
"update_files",
"get_about",
"get_drive",
"list_drives",
"send_notification",
"find_group_by_name",
"get_user_using_name",
"create_file",
"list_escalation_rules"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"X-Auth-Token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": "Document Description Contains Advisory Board and Timestamp", "description": "Verifies that Document Description Contains Advisory Board and Timestamp", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cab_count FROM files WHERE name = '... | eog-gpt-5.5-2026-04-23-oh-task_20251226_153741_362_13762b97_efb07353 | Conducting quarterly shared drive governance assessment and need to document our escalation workflows for the compliance audit before the infrastructure review meeting.
Start by confirming our Drive environment capacity and storage utilization. List all shared drives in our organization to understand the infrastructur... | Conducting quarterly shared drive governance assessment and need to document our escalation workflows for the compliance audit before the infrastructure review meeting.
Start by confirming our Drive environment capacity and storage utilization. List all shared drives in our organization to understand the infrastructur... | 13 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_153741_362_13762b97_efb07353.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 48,786 | 2,317 | 3,966 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{" Notification Sent to Cheryl Osborne Email":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) A... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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/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_20251210_150413_088_8db296d5_81f04ff0.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 108,894 | 4,345 | 5,891 | {"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_20260107_141130_029_1628b966_8e264839 | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Hi, this is Paulo (alves.paulo@gmail.com). I have been promoted and need to restructure my inbox for the new role. Please perform the following setup:
First, run a quick audit. List my account history starting from ID '0' to check for recent sync events, and also list my current labels so I can see the existing folder... | [
"list_history",
"create_filter",
"create_send_as_alias",
"list_labels",
"email_create_delegate",
"create_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"x-email-user-token": "e2ydZE3Oiy8cJ4z7udwwhVguVuKC6K_zR7f6GTjjJGg", "primary_email": "alves.paulo@gmail.com", "user_id": "0... | [{"verifier_type": "database_state", "name": "Verify Priority Automation", "description": "Verifies that the 'VIP-Board' label exists and a filter routes board emails to it.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(F.id)\nFROM filters AS F\nJOIN labels AS L ON F.user_id = L.user_id\nW... | eog-gemini-gemini-3.5-flash-oh-task_20260107_141130_029_1628b966_8e264839 | Hi, this is Paulo (alves.paulo@gmail.com). I have been promoted and need to restructure my inbox for the new role. Please perform the following setup:
First, run a quick audit. List my account history starting from ID '0' to check for recent sync events, and also list my current labels so I can see the existing folder... | Hi, this is Paulo (alves.paulo@gmail.com). I have been promoted and need to restructure my inbox for the new role. Please perform the following setup:
First, run a quick audit. List my account history starting from ID '0' to check for recent sync events, and also list my current labels so I can see the existing folder... | 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_20260107_141130_029_1628b966_8e264839.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 118,755 | 5,674 | 6,990 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Verify Identity & Access":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 2","expected":2,"passed":false,"query":"SELECT \n (SELECT COUNT(id) FROM... | enterprise-ops-gym |
task_20260109_085044_179_911d75d7_57c54b4e | 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... | I want to rotate the Client-Side Encryption (CSE) keypair for my email identity.
First, check whether any CSE identities exist for my email address jessicabrown83@gmail.com and retrieve the details of my current identity.
Then, get the details of the currently active keypair and disable it.
After disabling the keypa... | [
"email_create_cse_keypair",
"patch_cse_identity",
"list_cse_identities",
"email_disable_cse_keypair",
"get_cse_identity",
"email_get_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": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno"}, "user_info": {"user_id": "104daf4b-2023-49f1-8def-39b4... | [{"verifier_type": "database_state", "name": "Old keypair is disabled", "description": "Verify that the old CSE keypair for the user is disabled", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM cse_key_pairs WHERE enablement_state = 'disabled';", "expected_value": 15, "comparison_type... | eog-gpt-5.5-2026-04-23-oh-task_20260109_085044_179_911d75d7_57c54b4e | I want to rotate the Client-Side Encryption (CSE) keypair for my email identity.
First, check whether any CSE identities exist for my email address jessicabrown83@gmail.com and retrieve the details of my current identity.
Then, get the details of the currently active keypair and disable it.
After disabling the keypa... | I want to rotate the Client-Side Encryption (CSE) keypair for my email identity.
First, check whether any CSE identities exist for my email address jessicabrown83@gmail.com and retrieve the details of my current identity.
Then, get the details of the currently active keypair and disable it.
After disabling the keypa... | 6 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_085044_179_911d75d7_57c54b4e.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 30,112 | 1,290 | 1,993 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"New keypair exists":{"actual":82,"comparison_type":"greater_than","details":"Comparison greater_than: 82 vs 83","expected":83,"passed":false,"query":"SELECT COUNT(*) FROM cse_... | 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-gemini-gemini-3.5-flash-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... | 10 | 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_003109_589_b5bd4eb9_d0454fa5.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 184,077 | 7,057 | 8,310 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Bob Smith Must Be the ONLY Owner":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT CASE\n WHEN EXISTS ... | enterprise-ops-gym |
task_20260116_101840_488_e6427839_81df8ba3 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Carlos Rodriguez reported an issue related to configuration settings and is blocked on an important project delivery. Create a new incident for him stating this configuration issue with medium urgency and high impact. This is impacting one of the clients so we need to resolve it as early as possible. Assign this incide... | [
"update_incident",
"find_sla_definitions",
"link_knowledge_to_incident",
"list_group_members",
"get_user_using_name",
"create_incident",
"find_group_by_name",
"link_new_incident_sla",
"retrieve_knowledge_articles"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "manager_token_priya_2024_secure"}, "user_info": {"user_id": "USER_002", "name": "Priya Sharma", "email":... | [{"verifier_type": "database_state", "name": "Verify if the incident is assigned to the desired group.", "description": "Verify if the incident is assigned to the desired group.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_024' AND assigned_to = 'U... | eog-gemini-gemini-3.5-flash-oh-task_20260116_101840_488_e6427839_81df8ba3 | Carlos Rodriguez reported an issue related to configuration settings and is blocked on an important project delivery. Create a new incident for him stating this configuration issue with medium urgency and high impact. This is impacting one of the clients so we need to resolve it as early as possible. Assign this incide... | Carlos Rodriguez reported an issue related to configuration settings and is blocked on an important project delivery. Create a new incident for him stating this configuration issue with medium urgency and high impact. This is impacting one of the clients so we need to resolve it as early as possible. Assign this incide... | 15 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_101840_488_e6427839_81df8ba3.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 120,831 | 3,684 | 4,646 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify if SLA is attached to the incident.":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FR... | enterprise-ops-gym |
task_20251203_184109_641_6f5b66fc_e62d330e | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | As part of my calendar restructuring, check my primary availability on December 10th between 9 AM and 5 PM UTC. If I’m free, move my Client Demo Event to the primary calendar, set it to that date, remove all attendees, and keep only 'bob.smith@techcorp.com'. Also enable monitoring for any changes using 'https://calenda... | [
"watch_events",
"get_calendar_list",
"list_events",
"get_colors",
"move_event",
"patch_event",
"query_freebusy"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11"}, "user_in... | [{"verifier_type": "database_state", "name": "event verifier", "description": "event verifier", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM events WHERE summary like '%Enterprise Client Demo%' AND color_id = 11 AND visibility = 'confidential' AND start_datetime = '2025-12-10 09:00:0... | eog-gemini-gemini-3.5-flash-oh-task_20251203_184109_641_6f5b66fc_e62d330e | As part of my calendar restructuring, check my primary availability on December 10th between 9 AM and 5 PM UTC. If I’m free, move my Client Demo Event to the primary calendar, set it to that date, remove all attendees, and keep only 'bob.smith@techcorp.com'. Also enable monitoring for any changes using 'https://calenda... | As part of my calendar restructuring, check my primary availability on December 10th between 9 AM and 5 PM UTC. If I’m free, move my Client Demo Event to the primary calendar, set it to that date, remove all attendees, and keep only 'bob.smith@techcorp.com'. Also enable monitoring for any changes using 'https://calenda... | 13 | 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_184109_641_6f5b66fc_e62d330e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 178,822 | 6,845 | 7,914 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"attendees verifier":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM attendees WHERE ev... | enterprise-ops-gym |
task_20260115_124602_090_accab84d_91ac1840 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | We have an urgent performance issue with Jonathan Martinez from the IT Support team due to repeated SLA breaches. Please initiate a high‑priority case under Talent Management, account PIP‑JM‑2025 with description performance improvement plan to monitor his progress, assign case to HR Service Desk . Also as part of this... | [
"get_user_using_name",
"create_checklist",
"create_new_hr_case",
"send_notification",
"get_hr_service_by_name",
"find_group_by_name",
"create_hr_case_task",
"retrieve_knowledge_articles",
"link_knowledge_to_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify Case Creation & User Link", "description": "Verify Case Creation & User Link", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*) AS case_count\nFROM hr_case c\nJOIN hr_profile p ON c.opened_for = p.hr_profile_id\nJOIN user u ON p.user_id =... | eog-gemini-gemini-3.5-flash-oh-task_20260115_124602_090_accab84d_91ac1840 | We have an urgent performance issue with Jonathan Martinez from the IT Support team due to repeated SLA breaches. Please initiate a high‑priority case under Talent Management, account PIP‑JM‑2025 with description performance improvement plan to monitor his progress, assign case to HR Service Desk . Also as part of this... | We have an urgent performance issue with Jonathan Martinez from the IT Support team due to repeated SLA breaches. Please initiate a high‑priority case under Talent Management, account PIP‑JM‑2025 with description performance improvement plan to monitor his progress, assign case to HR Service Desk . Also as part of this... | 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_20260115_124602_090_accab84d_91ac1840.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 114,439 | 8,398 | 9,393 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Sent notification to Jonathan":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count(*) AS notification_sen... | enterprise-ops-gym |
task_20260111_190744_927_a8eea1c0_17bea726 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | I've reviewed the custom headcount report request, HRC0000729. This needs to be escalated to high priority and handled by Tonya Garcia. She will require the HR Analytics skill for this. To streamline this in the future, create a High Priority Analytics Routing assignment rule that automatically sends high-priority case... | [
"list_group_members",
"get_user_using_name",
"add_new_skill_to_user",
"update_notification",
"add_new_skill",
"update_hr_case",
"add_new_group_member",
"list_user_groups",
"find_notifications_sent_for_incident",
"list_hr_cases",
"add_new_assignment_rule",
"list_skills"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "new_records_created_verification", "description": "Verifies that new records were successfully inserted across skill, user_skill, user_group_member, and assignment_rules tables with correct values from the tool executions.", "gym_name": "sn-hr-internal", "validation_config"... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260111_190744_927_a8eea1c0_17bea726 | I've reviewed the custom headcount report request, HRC0000729. This needs to be escalated to high priority and handled by Tonya Garcia. She will require the HR Analytics skill for this. To streamline this in the future, create a High Priority Analytics Routing assignment rule that automatically sends high-priority case... | I've reviewed the custom headcount report request, HRC0000729. This needs to be escalated to high priority and handled by Tonya Garcia. She will require the HR Analytics skill for this. To streamline this in the future, create a High Priority Analytics Routing assignment rule that automatically sends high-priority case... | 14 | 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_20260111_190744_927_a8eea1c0_17bea726.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 79,247 | 6,019 | 7,117 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"complete_transaction_integrity_verification":{"actual":3,"comparison_type":"equals","details":"Comparison equals: 3 vs 6","expected":6,"passed":false,"query":"SELECT COUNT(*) FRO... | enterprise-ops-gym |
task_20260114_181932_082_99ba2325_92ddef90 | 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've got a frustrated client on the line about the Storage SAN - Cluster B service acting up again. I need to fire off an email to all the technicians who claimed they fixed the service, letting them know: 'The customer has reported the issue persists. Ticket reopened.' Use the subject line 'URGENT: Issue Recurred'. Al... | [
"get_user",
"update_incident",
"send_notification",
"find_service_by_name",
"list_incidents"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "sending notification to manager", "description": "sending notification to manager", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "select count() from notification where email = 'joanne.simpson@servicenow.com' and message in ('Heads up: Recurring issue on ticke... | eog-gemini-gemini-3.5-flash-oh-task_20260114_181932_082_99ba2325_92ddef90 | I've got a frustrated client on the line about the Storage SAN - Cluster B service acting up again. I need to fire off an email to all the technicians who claimed they fixed the service, letting them know: 'The customer has reported the issue persists. Ticket reopened.' Use the subject line 'URGENT: Issue Recurred'. Al... | I've got a frustrated client on the line about the Storage SAN - Cluster B service acting up again. I need to fire off an email to all the technicians who claimed they fixed the service, letting them know: 'The customer has reported the issue persists. Ticket reopened.' Use the subject line 'URGENT: Issue Recurred'. Al... | 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_181932_082_99ba2325_92ddef90.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 72,673 | 4,945 | 5,582 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Checking for the first incident status":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"select count() from in... | enterprise-ops-gym |
task_20251216_123530_079_ec0cb5dd_3b89aab7 | hr | HR Management Assistant Policy
Role: HR Management Assistant. System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI. You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and ... | We need to operationalize David Kim as our lead for US Payroll immediately. He requires the Payroll Expert skill and membership in the Infrastructure Team user group to handle backend issues. Configure a new assignment rule named 'US Payroll Critical' that automatically routes 'Critical' priority cases matching the Pay... | [
"list_user_skills",
"add_new_assignment_rule",
"list_group_members",
"create_new_hr_case",
"get_user_using_name",
"send_notification",
"add_new_group_member",
"find_hr_case_by_number",
"list_skills",
"find_group_by_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765529350682_48wb3wot7.sql", "context": {"x-hr-user-token": "hr_token_sarah_chen_001"}, "user_info": {"user_id": 1, "name": "Sarah Chen", "email": "sarah.chen@techcorp... | [{"verifier_type": "database_state", "name": "Verifier 1: David Kim Added to Infrastructure Team", "description": "Verify that David Kim (user_id 4) was successfully added as a member of Infrastructure Team (group_id 4) in organization 1", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FR... | eog-gpt-5.5-2026-04-23-oh-task_20251216_123530_079_ec0cb5dd_3b89aab7 | We need to operationalize David Kim as our lead for US Payroll immediately. He requires the Payroll Expert skill and membership in the Infrastructure Team user group to handle backend issues. Configure a new assignment rule named 'US Payroll Critical' that automatically routes 'Critical' priority cases matching the Pay... | We need to operationalize David Kim as our lead for US Payroll immediately. He requires the Payroll Expert skill and membership in the Infrastructure Team user group to handle backend issues. Configure a new assignment rule named 'US Payroll Critical' that automatically routes 'Critical' priority cases matching the Pay... | 11 | runs/enterprise_ops_gym_test/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_20251216_123530_079_ec0cb5dd_3b89aab7.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 56,626 | 4,800 | 5,540 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Verifier 1: David Kim Added to Infrastructure Team":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*... | enterprise-ops-gym |
task_20260109_085044_179_911d75d7_57c54b4e | 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... | I want to rotate the Client-Side Encryption (CSE) keypair for my email identity.
First, check whether any CSE identities exist for my email address jessicabrown83@gmail.com and retrieve the details of my current identity.
Then, get the details of the currently active keypair and disable it.
After disabling the keypa... | [
"email_create_cse_keypair",
"patch_cse_identity",
"list_cse_identities",
"email_disable_cse_keypair",
"get_cse_identity",
"email_get_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": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno"}, "user_info": {"user_id": "104daf4b-2023-49f1-8def-39b4... | [{"verifier_type": "database_state", "name": "Old keypair is disabled", "description": "Verify that the old CSE keypair for the user is disabled", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM cse_key_pairs WHERE enablement_state = 'disabled';", "expected_value": 15, "comparison_type... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260109_085044_179_911d75d7_57c54b4e | I want to rotate the Client-Side Encryption (CSE) keypair for my email identity.
First, check whether any CSE identities exist for my email address jessicabrown83@gmail.com and retrieve the details of my current identity.
Then, get the details of the currently active keypair and disable it.
After disabling the keypa... | I want to rotate the Client-Side Encryption (CSE) keypair for my email identity.
First, check whether any CSE identities exist for my email address jessicabrown83@gmail.com and retrieve the details of my current identity.
Then, get the details of the currently active keypair and disable it.
After disabling the keypa... | 6 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_085044_179_911d75d7_57c54b4e.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 27,866 | 3,130 | 4,419 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"New keypair exists":{"actual":82,"comparison_type":"greater_than","details":"Comparison greater_than: 82 vs 83","expected":83,"passed":false,"query":"SELECT COUNT(*) FROM cse_... | enterprise-ops-gym |
task_20260107_132943_755_911d75d7_4c944103 | 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 email sent by my manager regarding the Quarterly Review Meeting.
Then, list all of my draft emails and identify the draft reply that is associated with that meeting email.
Before sending anything, verify the draft by confirming that:
the draft’s subject clearly references the Quarterly Review Meeting... | [
"send_draft",
"list_drafts",
"email_delete_delegate",
"list_messages",
"get_draft",
"email_list_delegates"
] | [] | /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": "QuarterlyReviewDraftSent", "description": "Ensures no draft reply referencing the Quarterly Review Meeting and addressed to the manager remains after sending.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM drafts\nWHERE id = 'draft_001'... | eog-gpt-5.5-2026-04-23-oh-task_20260107_132943_755_911d75d7_4c944103 | First, find the email sent by my manager regarding the Quarterly Review Meeting.
Then, list all of my draft emails and identify the draft reply that is associated with that meeting email.
Before sending anything, verify the draft by confirming that:
the draft’s subject clearly references the Quarterly Review Meeting... | First, find the email sent by my manager regarding the Quarterly Review Meeting.
Then, list all of my draft emails and identify the draft reply that is associated with that meeting email.
Before sending anything, verify the draft by confirming that:
the draft’s subject clearly references the Quarterly Review Meeting... | 9 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_132943_755_911d75d7_4c944103.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 51,743 | 1,071 | 2,198 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"AssistantDelegateRemoved":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) FROM delegates WHERE ... | enterprise-ops-gym |
task_20260117_000130_134_2aa6b0ad_a20f3a61 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Please reference the previously logged incident by Sophie Mueller associated with the Development Environment service that is currently being handled by the Infrastructure team, as this on-hold record will serve as the parent context for a related issue. Sophie Mueller has now reported a new problem affecting her day-t... | [
"send_notification",
"find_services",
"create_incident",
"list_user_groups",
"find_locations",
"find_configuration_items",
"get_user",
"get_incidents_assigned_to",
"add_child_incident",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Verify Incident Creation", "description": "Verify that a incident has been created for the new problem affecting Sophie Mueller's day-to-day development work at the New York office.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260117_000130_134_2aa6b0ad_a20f3a61 | Please reference the previously logged incident by Sophie Mueller associated with the Development Environment service that is currently being handled by the Infrastructure team, as this on-hold record will serve as the parent context for a related issue. Sophie Mueller has now reported a new problem affecting her day-t... | Please reference the previously logged incident by Sophie Mueller associated with the Development Environment service that is currently being handled by the Infrastructure team, as this on-hold record will serve as the parent context for a related issue. Sophie Mueller has now reported a new problem affecting her day-t... | 15 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260117_000130_134_2aa6b0ad_a20f3a61.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 76,760 | 4,088 | 6,211 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Incident Creation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM incident WHERE ... | enterprise-ops-gym |
task_20260116_064331_915_d8f93f2d_854d09b8 | hybrid | # **ITSM Management Assistant Policy**
**Role:** ITSM Management Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with... | I need to initiate a scheduled update for our financial systems. First, in the ITSM system, find the service named 'Global Payroll'. Once you have its ID, create a new change request with the short description 'Q4 Tax Rate Update', linking it to that service. Set the impact and risk to 'medium' and priority to 'moderat... | [
"find_service_by_name",
"create_label",
"create_filter",
"update_change",
"find_group_by_name",
"create_change",
"create_send_as_alias"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1766050008542_4gw043g58.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify Change Creation", "description": "Verify Change Creation", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(c.change_id) FROM change c JOIN service s ON c.service = s.service_id WHERE s.name = 'Global Payroll' AND c.short_description = 'Q4 Tax... | eog-gpt-5.5-2026-04-23-oh-task_20260116_064331_915_d8f93f2d_854d09b8 | I need to initiate a scheduled update for our financial systems. First, in the ITSM system, find the service named 'Global Payroll'. Once you have its ID, create a new change request with the short description 'Q4 Tax Rate Update', linking it to that service. Set the impact and risk to 'medium' and priority to 'moderat... | I need to initiate a scheduled update for our financial systems. First, in the ITSM system, find the service named 'Global Payroll'. Once you have its ID, create a new change request with the short description 'Q4 Tax Rate Update', linking it to that service. Set the impact and risk to 'medium' and priority to 'moderat... | 9 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_064331_915_d8f93f2d_854d09b8.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 81,810 | 4,269 | 5,125 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Change Assignment":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(c.change_id) FROM chan... | enterprise-ops-gym |
task_20260108_162420_138_df0ecdeb_96950310 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | In our TechCorp Solutions Team, we need to make a few updates to enhance collaboration and align with the latest team structure. As part of this update, there is an UX Designer role member in the team. Please remove the UX Designer role from the team and update Bob Smith’s profile to reflect his new position as Team Le... | [
"update_user",
"remove_team_member",
"list_teams",
"list_users",
"list_team_members"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764007593147_qbhy8ri1b.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Carol removed from the team.", "description": "Carol removed from the team.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) as count FROM teams WHERE team_id = 'team_techcorp_001' AND members NOT LIKE '%carol.white%'\n", "expected_value": 1, "... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260108_162420_138_df0ecdeb_96950310 | In our TechCorp Solutions Team, we need to make a few updates to enhance collaboration and align with the latest team structure. As part of this update, there is an UX Designer role member in the team. Please remove the UX Designer role from the team and update Bob Smith’s profile to reflect his new position as Team Le... | In our TechCorp Solutions Team, we need to make a few updates to enhance collaboration and align with the latest team structure. As part of this update, there is an UX Designer role member in the team. Please remove the UX Designer role from the team and update Bob Smith’s profile to reflect his new position as Team Le... | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_162420_138_df0ecdeb_96950310.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 58,879 | 1,060 | 2,055 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Carol removed from the team.":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) as count FROM tea... | enterprise-ops-gym |
task_20260105_182555_369_e7cfb93b_c2cc205b | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I’m trying to reorganize my mailbox before we close out the quarter. I need you to set up a few things for me across different parts of my account.
First, create two new labels named “Q4 Priority” and “Needs Review”, but only if they don’t already exist.
After that, go through my recent threads and do the following:
–... | [
"update_auto_forwarding",
"get_thread",
"list_labels",
"modify_thread",
"create_filter",
"list_forwarding_addresses",
"list_filters",
"list_threads",
"create_forwarding_address",
"get_auto_forwarding",
"create_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "Q4 Priority Label Created", "description": "Ensure a label named Q4 Priority exists for the user.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM labels\nWHERE user_id = 'user_001'\n AND name = 'Q4 Priority';\n", "expected_value"... | eog-gpt-5.5-2026-04-23-oh-task_20260105_182555_369_e7cfb93b_c2cc205b | I’m trying to reorganize my mailbox before we close out the quarter. I need you to set up a few things for me across different parts of my account.
First, create two new labels named “Q4 Priority” and “Needs Review”, but only if they don’t already exist.
After that, go through my recent threads and do the following:
–... | I’m trying to reorganize my mailbox before we close out the quarter. I need you to set up a few things for me across different parts of my account.
First, create two new labels named “Q4 Priority” and “Needs Review”, but only if they don’t already exist.
After that, go through my recent threads and do the following:
–... | 16 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_182555_369_e7cfb93b_c2cc205b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 65,698 | 3,225 | 4,389 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Auto-forwarding enabled and configured to keep copy":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COU... | enterprise-ops-gym |
task_20251224_150114_483_a8eea1c0_d44f97ad | 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 noticed Christina Oliver has a Workforce Administration case on general inquiry regarding HR policies that's been sitting in the system. Create a Workforce Administration Specialist Skill, assign it to Travis Wood, and assign the case to him directly so he can start working on it. Since Christina is moving, update he... | [
"add_new_skill",
"add_new_skill_to_user",
"find_notifications_sent_for_incident",
"update_hr_criteria",
"get_user_using_name",
"update_notification",
"list_hr_criteria",
"list_hr_cases",
"update_hr_case",
"create_hr_case_task",
"update_hr_profile"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "hr_profile_location_type_update", "description": "Verifies that Christina Oliver\u2019s HR profile was updated with location_type set to Office Based.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM hr_profile WHERE user_id = 2 AND locat... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251224_150114_483_a8eea1c0_d44f97ad | I noticed Christina Oliver has a Workforce Administration case on general inquiry regarding HR policies that's been sitting in the system. Create a Workforce Administration Specialist Skill, assign it to Travis Wood, and assign the case to him directly so he can start working on it. Since Christina is moving, update he... | I noticed Christina Oliver has a Workforce Administration case on general inquiry regarding HR policies that's been sitting in the system. Create a Workforce Administration Specialist Skill, assign it to Travis Wood, and assign the case to him directly so he can start working on it. Since Christina is moving, update he... | 21 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251224_150114_483_a8eea1c0_d44f97ad.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 113,214 | 4,317 | 9,242 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":15,"resolved":false,"score":0,"total_verifiers":24,"verification_results":{"combined_comprehensive_verifier":{"actual":6,"comparison_type":"equals","details":"Comparison equals: 6 vs 7","expected":7,"passed":false,"query":"SELECT (SELECT COUNT() FROM h... | enterprise-ops-gym |
task_20260105_155141_430_a9f62433_b5eb63ea | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Hey, can you help me with a few things? I just finished the updates for that comment that said the file needed more details on the approach. I added all the necessary stuff. Can you post a reply to that comment for me? Just say something like "I have made the necessary updates." Also, can you add a new comment for Sara... | [
"create_comments",
"create_replies",
"list_comments",
"create_permission",
"modify_files_labels",
"update_files",
"list_files",
"list_files_labels",
"watch_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x_auth_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify Priority Label Changed to Low", "description": "Check if priority level changed", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM file_labels fl\n JOIN labels l ON fl.label_id =... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_155141_430_a9f62433_b5eb63ea | Hey, can you help me with a few things? I just finished the updates for that comment that said the file needed more details on the approach. I added all the necessary stuff. Can you post a reply to that comment for me? Just say something like "I have made the necessary updates." Also, can you add a new comment for Sara... | Hey, can you help me with a few things? I just finished the updates for that comment that said the file needed more details on the approach. I added all the necessary stuff. Can you post a reply to that comment for me? Just say something like "I have made the necessary updates." Also, can you add a new comment for Sara... | 14 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_155141_430_a9f62433_b5eb63ea.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 90,462 | 1,551 | 3,276 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Emily has permission to technical spec":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT \n CASE \n ... | enterprise-ops-gym |
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