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value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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-gemini-gemini-3.5-flash-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:
–... | 19 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_182555_369_e7cfb93b_c2cc205b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 148,049 | 10,279 | 11,890 | {"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_20251225_165311_201_4d9df647_7b3f1641 | hybrid | # **ITSM Management Assistant Policy**
**Role:** ITSM Management Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with... | Hey, the Teams lag issue has been resolved by (stephanie.todd@servicenow.com). Users at Hooli were experiencing slow performance in Microsoft Teams, which was affecting collaboration and productivity. Stephanie conducted a live troubleshooting session, identified the root cause as corrupted local cache and sub-optimal ... | [
"list_teams",
"create_virtual_event_webinar",
"link_knowledge_to_incident",
"get_user_using_email",
"publish_virtual_event_webinar",
"create_channel",
"list_incidents",
"update_incident",
"create_knowledge_article"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765880090918_aymg8twv8.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT... | [{"verifier_type": "database_state", "name": "Incident Resolution Verified", "description": " Confirms that incident INC-000095 has been marked as 'resolved' in the ITSM database.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS resolved_count\nFROM incident\nWHERE number = 'INC-000095'\... | eog-gemini-gemini-3.5-flash-oh-task_20251225_165311_201_4d9df647_7b3f1641 | Hey, the Teams lag issue has been resolved by (stephanie.todd@servicenow.com). Users at Hooli were experiencing slow performance in Microsoft Teams, which was affecting collaboration and productivity. Stephanie conducted a live troubleshooting session, identified the root cause as corrupted local cache and sub-optimal ... | Hey, the Teams lag issue has been resolved by (stephanie.todd@servicenow.com). Users at Hooli were experiencing slow performance in Microsoft Teams, which was affecting collaboration and productivity. Stephanie conducted a live troubleshooting session, identified the root cause as corrupted local cache and sub-optimal ... | 11 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251225_165311_201_4d9df647_7b3f1641.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 189,931 | 6,882 | 8,544 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Incident Resolution Verified":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS resolved_coun... | enterprise-ops-gym |
task_20251128_072831_616_6cd2e092_426f7c81 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | For Stark Industries, take the alert ticket about Palo Alto Networks PA-3220 at our headquarters in the UK's capital and raise it one notch below the top. Move it off the vendor liaison desk to your first second-line specialists of csm support. Set Tonya Stevens as our poc on this ticket. Switch the response target to ... | [
"find_account",
"update_case",
"set_case_assignment_group",
"find_case_slas",
"find_locations",
"find_user",
"find_sla_definitions",
"find_product_by_id",
"find_contact_by_portal_user",
"link_new_case_sla",
"search_cases",
"retrieve_installed_products",
"list_user_groups"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "tonya.stevens@stark-industries.com"}, "user_info": {"user_id": 287, "name": "Tonya Stevens", "email": "tonya.... | [{"verifier_type": "database_state", "name": "Is Case Priority High", "description": "Verifies the case priority was set to high.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS result FROM customer_case WHERE number='CS-0000184' AND priority='high';", "expected_value": 1, "comparison_... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251128_072831_616_6cd2e092_426f7c81 | For Stark Industries, take the alert ticket about Palo Alto Networks PA-3220 at our headquarters in the UK's capital and raise it one notch below the top. Move it off the vendor liaison desk to your first second-line specialists of csm support. Set Tonya Stevens as our poc on this ticket. Switch the response target to ... | For Stark Industries, take the alert ticket about Palo Alto Networks PA-3220 at our headquarters in the UK's capital and raise it one notch below the top. Move it off the vendor liaison desk to your first second-line specialists of csm support. Set Tonya Stevens as our poc on this ticket. Switch the response target to ... | 19 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251128_072831_616_6cd2e092_426f7c81.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 85,152 | 7,535 | 8,884 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Is Case Assigned To Tier2":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS result FROM custome... | enterprise-ops-gym |
task_20251203_132337_123_be6c9105_2058c06b | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | John Smith needs to finalize the 'Technical Spec.pdf' for Q1 release approval. Update the document's application specific file metadata to include status(approved) and release_version(2.0) for version control tracking. Alex Rodriguez requires writer access for implementation work, transitioning from current commenting ... | [
"list_permission",
"list_comments",
"create_permission",
"update_files",
"create_replies",
"update_permission",
"create_comments",
"list_files",
"delete_permission"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763731281343_wbypacphk.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Release Metadata Added to File", "description": "Release Metadata Added to File", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "WITH release_file AS (\n SELECT\n id,\n name,\n app_properties\n FROM files\n WHERE id = '01JBQM3K8TGHZX9RNVQM5Y... | eog-gemini-gemini-3.5-flash-oh-task_20251203_132337_123_be6c9105_2058c06b | John Smith needs to finalize the 'Technical Spec.pdf' for Q1 release approval. Update the document's application specific file metadata to include status(approved) and release_version(2.0) for version control tracking. Alex Rodriguez requires writer access for implementation work, transitioning from current commenting ... | John Smith needs to finalize the 'Technical Spec.pdf' for Q1 release approval. Update the document's application specific file metadata to include status(approved) and release_version(2.0) for version control tracking. Alex Rodriguez requires writer access for implementation work, transitioning from current commenting ... | 10 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_132337_123_be6c9105_2058c06b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 121,211 | 5,977 | 7,005 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Alex Rodriguez Permission Upgraded to Writer":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"WITH alex_user AS... | enterprise-ops-gym |
task_20251218_103430_472_701c5774_42c99459 | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | I registered to the customer service management, and my manager there is Robin Monroe. Please check out my drafts, if there is a draft directed to him, show me this draft. All other drafts should be deleted. If there is no such draft, create a new one directed to him: subject - "Need to connect", main text - "Hello Ro... | [
"list_drafts",
"list_users",
"delete_draft",
"get_draft",
"create_draft"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Check that the draft is created as requested", "description": "Check that the draft is created as requested", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from messages m\njoin message_parts mp on mp.message_id = m.id\njoin message_headers mh... | eog-gpt-5.5-2026-04-23-oh-task_20251218_103430_472_701c5774_42c99459 | I registered to the customer service management, and my manager there is Robin Monroe. Please check out my drafts, if there is a draft directed to him, show me this draft. All other drafts should be deleted. If there is no such draft, create a new one directed to him: subject - "Need to connect", main text - "Hello Ro... | I registered to the customer service management, and my manager there is Robin Monroe. Please check out my drafts, if there is a draft directed to him, show me this draft. All other drafts should be deleted. If there is no such draft, create a new one directed to him: subject - "Need to connect", main text - "Hello Ro... | 15 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_103430_472_701c5774_42c99459.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 179,862 | 7,506 | 9,260 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Check that all other drafts are deleted":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"select count(*) fro... | enterprise-ops-gym |
task_20260115_043503_499_a8eea1c0_4b943c9b | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Travis Wood is transitioning out of the organization today. Please start by deactivating his account. I need you to find the critical case Travis is currently handling for General Inquiry Service. Since we are working on this, downgrade the case priority to low, transition status to work in progress, reassign it to Joa... | [
"list_group_members",
"update_hr_case",
"list_users",
"find_group_by_name",
"update_user_details",
"list_hr_cases",
"create_checklist",
"get_user_using_name",
"list_surveys",
"create_survey_instance",
"create_hr_case_task"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "user_deactivation_verification", "description": "Verifies that Travis Wood (user_id 11) was successfully deactivated in the user table.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM user WHERE user_id = 11 AND first_name = 'Travis' AND... | eog-gemini-gemini-3.5-flash-oh-task_20260115_043503_499_a8eea1c0_4b943c9b | Travis Wood is transitioning out of the organization today. Please start by deactivating his account. I need you to find the critical case Travis is currently handling for General Inquiry Service. Since we are working on this, downgrade the case priority to low, transition status to work in progress, reassign it to Joa... | Travis Wood is transitioning out of the organization today. Please start by deactivating his account. I need you to find the critical case Travis is currently handling for General Inquiry Service. Since we are working on this, downgrade the case priority to low, transition status to work in progress, reassign it to Joa... | 13 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_043503_499_a8eea1c0_4b943c9b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 157,044 | 5,152 | 6,145 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":6,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"case_assignment_target_validation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user u IN... | enterprise-ops-gym |
task_20251128_154607_365_1628b966_a730b5cf | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I'm trying to back up my emails to an external hard drive using a legacy software that only speaks POP3.
Please enable POP access for all mail (even mail that's already been downloaded).
While you are in the settings, check my IMAP configuration. Ensure IMAP is enabled.
I also need you to change the IMAP Auto-Expunge ... | [
"get_pop_settings",
"update_pop_settings",
"get_imap_settings",
"update_imap_settings"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "Verify POP Disabled", "description": "Verify POP Disabled Successfully", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(id)\nFROM pop_settings\nWHERE user_id = 'user_001'\n AND access_window = 'allMail';", "expected_value": 1, "comparison_type": ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251128_154607_365_1628b966_a730b5cf | I'm trying to back up my emails to an external hard drive using a legacy software that only speaks POP3.
Please enable POP access for all mail (even mail that's already been downloaded).
While you are in the settings, check my IMAP configuration. Ensure IMAP is enabled.
I also need you to change the IMAP Auto-Expunge ... | I'm trying to back up my emails to an external hard drive using a legacy software that only speaks POP3.
Please enable POP access for all mail (even mail that's already been downloaded).
While you are in the settings, check my IMAP configuration. Ensure IMAP is enabled.
I also need you to change the IMAP Auto-Expunge ... | 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_20251128_154607_365_1628b966_a730b5cf.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 16,438 | 868 | 2,078 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify IMAP Configuration":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(id)\nFROM imap_settings... | enterprise-ops-gym |
task_20260116_124300_245_1d219d93_76cd5b4d | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | A new office printer (serial number: PRN-LDN-221) was recently installed at the London development center, purchased for 8000 GBP as part of the ongoing hardware refresh initiative. Shortly after deployment, the device’s owner, Benjamin Chen, reported that the printer has begun showing severe performance degradation, i... | [
"find_location_by_given_name",
"register_configuration_item",
"get_user_using_name",
"find_configuration_item_by_serial_number",
"find_group_by_name",
"create_incident",
"get_user",
"update_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Printer CI registration \u2013 London Development Center", "description": "Printer CI registration \u2013 London Development Center", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) \nFROM configuration_item ci\nJOIN users u ON u.user_id = ci.own... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260116_124300_245_1d219d93_76cd5b4d | A new office printer (serial number: PRN-LDN-221) was recently installed at the London development center, purchased for 8000 GBP as part of the ongoing hardware refresh initiative. Shortly after deployment, the device’s owner, Benjamin Chen, reported that the printer has begun showing severe performance degradation, i... | A new office printer (serial number: PRN-LDN-221) was recently installed at the London development center, purchased for 8000 GBP as part of the ongoing hardware refresh initiative. Shortly after deployment, the device’s owner, Benjamin Chen, reported that the printer has begun showing severe performance degradation, i... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_124300_245_1d219d93_76cd5b4d.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 44,756 | 1,292 | 2,476 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Printer CI registration – London Development Center":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUN... | enterprise-ops-gym |
task_20260107_125943_886_1628b966_f951b083 | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Hi, this is Paulo (alves.paulo@gmail.com). I need to perform a security review and reconfiguration of my mailbox. Start by listing my account history starting from history ID '0' so I can see what changed recently.
Once the logs are pulled, I need to clean up the environment. List my labels to look for one named 'Beta... | [
"create_label",
"create_forwarding_address",
"list_history",
"list_labels",
"update_auto_forwarding",
"delete_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"primary_email": "alves.paulo@gmail.com", "x-email-user-token": "e2ydZE3Oiy8cJ4z7udwwhVguVuKC6K_zR7f6GTjjJGg", "user_id": "0... | [{"verifier_type": "database_state", "name": "Verify Label Hygiene", "description": "Verifies that 'Beta-Test' is gone and 'Security-Audit' exists.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT \n (SELECT COUNT(id) FROM labels \n WHERE user_id = '05a1fa8d-35a9-4a77-a57f-fa0751e7a99e' AND ... | eog-gemini-gemini-3.5-flash-oh-task_20260107_125943_886_1628b966_f951b083 | Hi, this is Paulo (alves.paulo@gmail.com). I need to perform a security review and reconfiguration of my mailbox. Start by listing my account history starting from history ID '0' so I can see what changed recently.
Once the logs are pulled, I need to clean up the environment. List my labels to look for one named 'Beta... | Hi, this is Paulo (alves.paulo@gmail.com). I need to perform a security review and reconfiguration of my mailbox. Start by listing my account history starting from history ID '0' so I can see what changed recently.
Once the logs are pulled, I need to clean up the environment. List my labels to look for one named 'Beta... | 6 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_125943_886_1628b966_f951b083.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 44,681 | 2,943 | 3,361 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify Auditor Routing":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(id)\nFROM auto_forwarding\... | enterprise-ops-gym |
task_20251205_150335_071_464ee3e0_19d263cd | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | Today, the 5th of December, 2025 I need to initiate a secure call right now with Alice Johnson and Mike Thompson for an EOD Security Checkpoint - configure it so content sharing is disabled. While you're at it, pull up Bob Smith's most recent call from the last two months. For our virtual events, create a townhall call... | [
"create_call",
"send_channel_message",
"create_virtual_event_townhall",
"list_teams",
"list_call_records",
"list_users",
"list_channels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1763033448404_zhkq3s7ut.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Verifier 1: Call Created with EOD Security Checkpoint", "description": "Verify secure call created with correct subject and participants (Alice Johnson and Mike Thompson).", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM calls WHERE subjec... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251205_150335_071_464ee3e0_19d263cd | Today, the 5th of December, 2025 I need to initiate a secure call right now with Alice Johnson and Mike Thompson for an EOD Security Checkpoint - configure it so content sharing is disabled. While you're at it, pull up Bob Smith's most recent call from the last two months. For our virtual events, create a townhall call... | Today, the 5th of December, 2025 I need to initiate a secure call right now with Alice Johnson and Mike Thompson for an EOD Security Checkpoint - configure it so content sharing is disabled. While you're at it, pull up Bob Smith's most recent call from the last two months. For our virtual events, create a townhall call... | 19 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251205_150335_071_464ee3e0_19d263cd.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 247,786 | 3,791 | 8,890 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verifier 1: Call Created with EOD Security Checkpoint":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT ... | enterprise-ops-gym |
task_20251128_131539_998_13762b97_bea81d98 | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | We need to do a comprehensive cleanup of our engineering files before the year-end audit. I need you to go through the engineering drive and find every file that was created or modified before March this year and still has open comment threads. For each of those files, close out all the unresolved comments with a note ... | [
"list_comments",
"create_replies",
"list_files",
"create_file",
"copy_files",
"create_comments",
"update_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"X-Auth-Token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "All Unresolved Comments Closed on Technical Spec", "description": "Verifies that All Unresolved Comments Closed on Technical Spec", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) as unresolved_count\nFROM comments\nWHERE file_id = '01JBQ... | eog-gemini-gemini-3.5-flash-oh-task_20251128_131539_998_13762b97_bea81d98 | We need to do a comprehensive cleanup of our engineering files before the year-end audit. I need you to go through the engineering drive and find every file that was created or modified before March this year and still has open comment threads. For each of those files, close out all the unresolved comments with a note ... | We need to do a comprehensive cleanup of our engineering files before the year-end audit. I need you to go through the engineering drive and find every file that was created or modified before March this year and still has open comment threads. For each of those files, close out all the unresolved comments with a note ... | 24 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251128_131539_998_13762b97_bea81d98.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 1,872,694 | 15,962 | 18,305 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"All Unresolved Comments Closed on Technical Spec":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 0","expected":0,"passed":false,"query":"SELECT COUN... | enterprise-ops-gym |
task_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-gemini-gemini-3.5-flash-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... | 16 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251204_161024_294_46ca2862_1cc82f4c.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 455,241 | 9,421 | 11,636 | {"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_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-gemini-gemini-3.5-flash-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 “... | 18 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_111155_131_0154326e_96e0246b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 411,738 | 7,694 | 9,670 | {"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_20251209_141356_232_4a23b9c9_9d41f343 | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file, and if not grant him a commenter role. | [
"create_permission",
"create_replies",
"list_files",
"list_permission",
"list_comments"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764776317015_jplw4hf1v.sql", "context": {"x-auth-token": "ya29.mVYohQ8RoT4cygeLO8MLUT3ma539LYO0YRjG4ZZiPN5v4iUrvB1BsO7SWPZhBlaqhpPvtO29Yfm44WISnlYgQzTdlN5u7Uz... | [{"verifier_type": "database_state", "name": "Ensure Annual Report 2023 exists", "description": "Ensure Annual Report 2023 exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files INNER JOIN users ON (users.id = files.created_by) WHERE files.name = 'Annual Report 2023.pdf'... | eog-gpt-5.5-2026-04-23-oh-task_20251209_141356_232_4a23b9c9_9d41f343 | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file, and if not grant him a commenter role. | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file, and if not grant him a commenter role. | 7 | runs/enterprise_ops_gym_test/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_20251209_141356_232_4a23b9c9_9d41f343.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 45,059 | 1,707 | 2,217 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Check if my reply is against correct comment":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) F... | enterprise-ops-gym |
task_20251212_072144_983_8ce75c22_1b848fdd | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Quick account checkup. Pull my profile first to see what's going on. I set up some forwarding addresses a while back - remove whichever one never finished verifying, it's been weeks. Also turn off that backup routing I enabled, I don't need copies going there anymore. My desktop email client isn't syncing right - I thi... | [
"list_forwarding_addresses",
"get_user_profile",
"update_language_settings",
"delete_forwarding_address",
"get_auto_forwarding",
"list_threads",
"update_auto_forwarding",
"update_imap_settings",
"modify_thread"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"x-email-user-token": "SAt0IWlZrCmFZbiciW94HjZNtgrU2Neo6VpJJS3eV6w", "user_id": "ad3003e4-ecc1-474a-8fe2-132b4a95f73", "prim... | [{"verifier_type": "database_state", "name": "Verify Unverified Forwarding Address Removed", "description": "Confirms the forwarding address with verificationStatusUnspecified was deleted", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM forwarding_addresses WHERE user_id = 'ad3003e4-e... | eog-gemini-gemini-3.5-flash-oh-task_20251212_072144_983_8ce75c22_1b848fdd | Quick account checkup. Pull my profile first to see what's going on. I set up some forwarding addresses a while back - remove whichever one never finished verifying, it's been weeks. Also turn off that backup routing I enabled, I don't need copies going there anymore. My desktop email client isn't syncing right - I thi... | Quick account checkup. Pull my profile first to see what's going on. I set up some forwarding addresses a while back - remove whichever one never finished verifying, it's been weeks. Also turn off that backup routing I enabled, I don't need copies going there anymore. My desktop email client isn't syncing right - I thi... | 212 | 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_20251212_072144_983_8ce75c22_1b848fdd.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 630,896 | 22,094 | 35,859 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":8,"resolved":false,"score":0,"total_verifiers":10,"verification_results":{"Verify Auto-Forwarding Disabled":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM auto_fo... | enterprise-ops-gym |
task_20251121_134729_533_464ee3e0_2dcf2712 | 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... | Initiate an immediate peer-to-peer audio call between me James Wilson and Alice Johnson to review the latest project updates. Create a new channel named 'Project Updates' in the TechCorp Solutions Team so both of us can share notes and continue our discussion there. | [
"list_users",
"create_call",
"create_channel",
"list_teams"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1763033448404_zhkq3s7ut.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99", "user-... | [{"verifier_type": "database_state", "name": "check Audio call start between james and alice", "description": "Start Audio call between james and alice", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS verification_result FROM calls WHERE org_id = 'techcorp-001' AND direction = 'outgoing... | eog-gpt-5.5-2026-04-23-oh-task_20251121_134729_533_464ee3e0_2dcf2712 | Initiate an immediate peer-to-peer audio call between me James Wilson and Alice Johnson to review the latest project updates. Create a new channel named 'Project Updates' in the TechCorp Solutions Team so both of us can share notes and continue our discussion there. | Initiate an immediate peer-to-peer audio call between me James Wilson and Alice Johnson to review the latest project updates. Create a new channel named 'Project Updates' in the TechCorp Solutions Team so both of us can share notes and continue our discussion there. | 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_20251121_134729_533_464ee3e0_2dcf2712.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 18,066 | 4,997 | 5,394 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"check Audio call start between james and alice":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(... | 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-gemini-gemini-3.5-flash-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... | 10 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_143750_504_a8eea1c0_7d91efa1.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 52,146 | 4,523 | 5,199 | {"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_20251203_104951_949_701c5774_5a606512 | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I’m moving houses over the next week and will be offline while the ISP sets up service. Verify whether my auto-reply is currently enabled. If it’s not, please enable it:
- Start: Dec 19, 2025 at 12:00 PM
- End: Dec 25, 2025 at 9:00 PM
- Subject: Moving week — limited access
- Message: “I’m in the middle of a move and w... | [
"get_vacation_settings",
"update_vacation_settings",
"update_draft",
"list_drafts"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "Check that the vacation settings are enabled and set correctly", "description": "Check that the vacation settings are enabled and set correctly", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from vacation_settings where user_id = 'user_001' a... | eog-gpt-5.5-2026-04-23-oh-task_20251203_104951_949_701c5774_5a606512 | I’m moving houses over the next week and will be offline while the ISP sets up service. Verify whether my auto-reply is currently enabled. If it’s not, please enable it:
- Start: Dec 19, 2025 at 12:00 PM
- End: Dec 25, 2025 at 9:00 PM
- Subject: Moving week — limited access
- Message: “I’m in the middle of a move and w... | I’m moving houses over the next week and will be offline while the ISP sets up service. Verify whether my auto-reply is currently enabled. If it’s not, please enable it:
- Start: Dec 19, 2025 at 12:00 PM
- End: Dec 25, 2025 at 9:00 PM
- Subject: Moving week — limited access
- Message: “I’m in the middle of a move and w... | 14 | 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_20251203_104951_949_701c5774_5a606512.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 65,852 | 7,273 | 9,319 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Check that the draft is updated as requested":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"select count(*) f... | enterprise-ops-gym |
task_20260102_094108_584_a8eea1c0_34a39e46 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Stark Industries just called in - their SUSE Linux Enterprise Server 15 Variant 5 with serial prefix P25 at the datacenter is showing critical network errors. Register a high priority case for this issue through phone channel, confirm they have active premium support coverage, assign the case to our Contact Center L1_2... | [
"find_entitlements",
"create_new_case",
"retrieve_installed_products",
"retrieve_knowledge",
"find_contacts",
"link_case_knowledge",
"set_case_assignment_group",
"find_account",
"find_user_group"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "thomas.clark70@servicenow.com"}, "user_info": {"user_id": 576, "name": "Thomas Clark", "email": "thomas.clark... | [{"verifier_type": "database_state", "name": "customer_case", "description": "Verify the case was created with correct initial values AND updated with assignment group", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS verification_count FROM customer_case WHERE case_id = 1233 AND number ... | eog-gpt-5.5-2026-04-23-oh-task_20260102_094108_584_a8eea1c0_34a39e46 | Stark Industries just called in - their SUSE Linux Enterprise Server 15 Variant 5 with serial prefix P25 at the datacenter is showing critical network errors. Register a high priority case for this issue through phone channel, confirm they have active premium support coverage, assign the case to our Contact Center L1_2... | Stark Industries just called in - their SUSE Linux Enterprise Server 15 Variant 5 with serial prefix P25 at the datacenter is showing critical network errors. Register a high priority case for this issue through phone channel, confirm they have active premium support coverage, assign the case to our Contact Center L1_2... | 12 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_094108_584_a8eea1c0_34a39e46.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 74,058 | 2,232 | 2,937 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"case_knowledge":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS verification_count FROM case... | enterprise-ops-gym |
task_20260116_084548_120_fa1836dc_679067bc | 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... | In the internal HR system for the organization whose production data you are not allowed to fabricate but must still fully configure, imagine that high‑priority US payroll issues are currently visible to too many people and, paradoxically, to no one in particular, because they are routed by generic rules that pretend t... | [
"register_hr_criteria",
"create_new_hr_case",
"add_new_assignment_rule",
"list_hr_cases",
"add_new_user_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_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify the visibility criterion is correctly registered and tied to the confidential group", "description": "Verify the visibility criterion is correctly registered and tied to the confidential group", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COU... | eog-gpt-5.5-2026-04-23-oh-task_20260116_084548_120_fa1836dc_679067bc | In the internal HR system for the organization whose production data you are not allowed to fabricate but must still fully configure, imagine that high‑priority US payroll issues are currently visible to too many people and, paradoxically, to no one in particular, because they are routed by generic rules that pretend t... | In the internal HR system for the organization whose production data you are not allowed to fabricate but must still fully configure, imagine that high‑priority US payroll issues are currently visible to too many people and, paradoxically, to no one in particular, because they are routed by generic rules that pretend t... | 10 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260116_084548_120_fa1836dc_679067bc.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 174,914 | 4,311 | 5,099 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Negative check: ensure there are no high‑priority US payroll correction cases using the new approval criterion that are assigned to any other group":{"actual":0,"comparison_type"... | 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-gemini-gemini-3.5-flash-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 ... | 5 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_082113_548_df0ecdeb_2725d17f.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 39,798 | 4,648 | 5,397 | {"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_20251224_133749_739_c4ad7a70_9df76270 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Daniel Clark called and mentioned that some of the information in his HR profile appears slightly out of date and has begun to slow down a few of his regular tasks. He asked if HR could take a look sooner rather than later to avoid any potential delays. Please open a new case under the Employee Profile Update service, ... | [
"get_hr_service_by_name",
"find_group_by_name",
"get_user_using_name",
"list_group_members",
"add_new_group_member",
"send_notification",
"create_new_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzMSIsImlzcyI6Iml0c20ifQ.Kl0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "HR Case Created and Assigned", "description": "Confirms that exactly one HR case was created with the correct service, employee, source, short description, assignment, and lifecycle status.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM... | eog-gemini-gemini-3.5-flash-oh-task_20251224_133749_739_c4ad7a70_9df76270 | Daniel Clark called and mentioned that some of the information in his HR profile appears slightly out of date and has begun to slow down a few of his regular tasks. He asked if HR could take a look sooner rather than later to avoid any potential delays. Please open a new case under the Employee Profile Update service, ... | Daniel Clark called and mentioned that some of the information in his HR profile appears slightly out of date and has begun to slow down a few of his regular tasks. He asked if HR could take a look sooner rather than later to avoid any potential delays. Please open a new case under the Employee Profile Update service, ... | 10 | runs/enterprise_ops_gym_test/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_133749_739_c4ad7a70_9df76270.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 78,685 | 3,872 | 5,075 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Agent Notification Created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM notification WHE... | enterprise-ops-gym |
task_20251205_210412_800_0154326e_3caf7df7 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | Hello, I need to set up a dedicated escalation workspace inside the TechCorp Solutions Team. Please create a standard channel called Client Support Escalations in that team and assign admin@techcorp.com as the channel owner, and add alice.manager@techcorp.com and dave.brown@techcorp.com as members so they can work on c... | [
"add_tabs_to_channels",
"create_teamwork_tag",
"add_channel_member",
"send_channel_message",
"provision_channel_email",
"list_teams",
"create_teamwork_tag_member",
"create_channel",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764056995448_d8bull5d3.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "channel exists", "description": "channel exists", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS channel_count\nFROM channels ch\nJOIN teams t ON t.team_id = ch.team_id\nWHERE t.team_id = 'team_techcorp_001'\n AND ch.display_name = 'Client ... | eog-gpt-5.5-2026-04-23-oh-task_20251205_210412_800_0154326e_3caf7df7 | Hello, I need to set up a dedicated escalation workspace inside the TechCorp Solutions Team. Please create a standard channel called Client Support Escalations in that team and assign admin@techcorp.com as the channel owner, and add alice.manager@techcorp.com and dave.brown@techcorp.com as members so they can work on c... | Hello, I need to set up a dedicated escalation workspace inside the TechCorp Solutions Team. Please create a standard channel called Client Support Escalations in that team and assign admin@techcorp.com as the channel owner, and add alice.manager@techcorp.com and dave.brown@techcorp.com as members so they can work on c... | 1 | 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_20251205_210412_800_0154326e_3caf7df7.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 7,905 | 2,840 | 3,044 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Escalation Dashboard":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS escalation_tab_count... | enterprise-ops-gym |
task_20251211_194841_657_8ce75c22_43c6bc2f | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | End of quarter cleanup. Show me what I'm working with - threads and labels. Trash that invoice overdue thread, the account's now settled, but first show me the details since I need the invoice number for my records. The team social thing from last week needs proper organization - put it under my blue work tracker (not ... | [
"update_label",
"create_label",
"trash_thread",
"modify_thread",
"get_thread",
"get_user_profile",
"delete_label",
"list_threads",
"list_labels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pri... | [{"verifier_type": "database_state", "name": "Verify Invoice Thread Trashed", "description": "Confirms the invoice overdue thread has TRASH label added, indicating model correctly identified and trashed this thread.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) as trash_count\nFROM mess... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251211_194841_657_8ce75c22_43c6bc2f | End of quarter cleanup. Show me what I'm working with - threads and labels. Trash that invoice overdue thread, the account's now settled, but first show me the details since I need the invoice number for my records. The team social thing from last week needs proper organization - put it under my blue work tracker (not ... | End of quarter cleanup. Show me what I'm working with - threads and labels. Trash that invoice overdue thread, the account's now settled, but first show me the details since I need the invoice number for my records. The team social thing from last week needs proper organization - put it under my blue work tracker (not ... | 11 | runs/enterprise_ops_gym_test/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_20251211_194841_657_8ce75c22_43c6bc2f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 70,850 | 4,090 | 5,656 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Verify Family Label Hidden":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) as hidden_count\nFR... | enterprise-ops-gym |
task_20251212_011224_384_accab84d_4ad9b557 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We just received a request from Globex. They want to swap their primary contact to Derek Blake immediately. Also, they are seeing failures on their HPE ProLiant DL380 Gen10 due to some sync errors. Please take care of the contact update and open a case, ensuring Derek is the one to follow-up further and notify him rega... | [
"find_entitlements",
"find_contracts",
"send_notification",
"find_user",
"find_account",
"find_product",
"update_contact",
"create_new_case",
"find_contacts",
"retrieve_knowledge",
"link_case_knowledge"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "Derek Blake is the active primary contact for Globex", "description": "Derek Blake is the active primary contact for Globex", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM \"user\" u\nJOIN contact c ON c.portal_user_id = u.user_id... | eog-gpt-5.5-2026-04-23-oh-task_20251212_011224_384_accab84d_4ad9b557 | We just received a request from Globex. They want to swap their primary contact to Derek Blake immediately. Also, they are seeing failures on their HPE ProLiant DL380 Gen10 due to some sync errors. Please take care of the contact update and open a case, ensuring Derek is the one to follow-up further and notify him rega... | We just received a request from Globex. They want to swap their primary contact to Derek Blake immediately. Also, they are seeing failures on their HPE ProLiant DL380 Gen10 due to some sync errors. Please take care of the contact update and open a case, ensuring Derek is the one to follow-up further and notify him rega... | 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_011224_384_accab84d_4ad9b557.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 124,740 | 1,716 | 2,687 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Case opened for HPE ProLiant DL380 Gen10 with Derek as the contact":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"quer... | enterprise-ops-gym |
task_20260105_222434_398_79b3b025_ccd9b889 | calendar | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand t... | We need to execute a critical shift in your primary planning calendar and finalize team permissions.
Identify the 'Sprint Planning & Architecture Review' event.
If the event's duration is exactly 2 hours, then migrate it: move the event entirely to the primary calendar and change its color to a vibrant, grass green ba... | [
"get_colors",
"list_events",
"patch_event",
"move_event",
"create_event",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767609452599_m3ir0indw.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Verify Event Calendar", "description": "Verify Event Calendar", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*)\nFROM events\nWHERE summary = 'Sprint Planning & Architecture Review' AND calendar_id = 'alice-primary' AND color_id = '10';", "expect... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_222434_398_79b3b025_ccd9b889 | We need to execute a critical shift in your primary planning calendar and finalize team permissions.
Identify the 'Sprint Planning & Architecture Review' event.
If the event's duration is exactly 2 hours, then migrate it: move the event entirely to the primary calendar and change its color to a vibrant, grass green ba... | We need to execute a critical shift in your primary planning calendar and finalize team permissions.
Identify the 'Sprint Planning & Architecture Review' event.
If the event's duration is exactly 2 hours, then migrate it: move the event entirely to the primary calendar and change its color to a vibrant, grass green ba... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_222434_398_79b3b025_ccd9b889.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 135,312 | 3,896 | 5,791 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Event Calendar":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\nFROM events\nWHERE ... | enterprise-ops-gym |
task_20260101_162109_100_a8eea1c0_e88250ef | csm | # **CSM Assistant Policy**
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases and in other related processes e... | Case CS-0000001 is misrouted to inactive agent Thomas Green. Immediately transfer ownership to Tabitha Bullock in CSM Tier 1 Support Group and mark the case as actively being handled. The customer emailed thefore adjust the communication method as needed and indicate that this is the initial return to active handling. ... | [
"set_case_assignment_group",
"update_case",
"search_cases",
"find_user",
"update_case_sla_details",
"retrieve_knowledge",
"find_sla_definitions",
"assign_case_to_user",
"check_user_membership",
"find_user_group",
"link_case_knowledge",
"find_case_knowledge_linkages",
"find_case_slas",
"del... | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "user_group_member_addition_verifier", "description": "Verifies that Tabitha Bullock (user_id 3) was successfully added as a member of the CSM Tier 1 Support group (group_id 1).", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM user_group_me... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260101_162109_100_a8eea1c0_e88250ef | Case CS-0000001 is misrouted to inactive agent Thomas Green. Immediately transfer ownership to Tabitha Bullock in CSM Tier 1 Support Group and mark the case as actively being handled. The customer emailed thefore adjust the communication method as needed and indicate that this is the initial return to active handling. ... | Case CS-0000001 is misrouted to inactive agent Thomas Green. Immediately transfer ownership to Tabitha Bullock in CSM Tier 1 Support Group and mark the case as actively being handled. The customer emailed thefore adjust the communication method as needed and indicate that this is the initial return to active handling. ... | 19 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260101_162109_100_a8eea1c0_e88250ef.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 78,102 | 8,331 | 10,407 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":8,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"assigned_user_active_status_verifier":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT() FROM user W... | enterprise-ops-gym |
task_20251226_072511_447_4f1a62dd_cdc0e960 | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | An employee by the name Angela Brooks from the Administration function has now been approved to work remotely and expected to start working remotely with immediate effect, so this is very urgent. Make sure their employee profile reflects remote-based work location, that this change is properly tracked for HR follow-up,... | [
"get_user_using_name",
"get_users_hr_profile",
"create_hr_case_task",
"update_hr_profile",
"create_new_hr_case",
"send_notification"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzA0MSIsImlzcyI6Iml0c20ifQ.Ef0_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify HR profile location updated", "description": "Ensure the employee HR profile location_type is updated to Office Based.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT location_type FROM hr_profile WHERE user_id = 19", "expected_value": "Remote"... | eog-gpt-5.5-2026-04-23-oh-task_20251226_072511_447_4f1a62dd_cdc0e960 | An employee by the name Angela Brooks from the Administration function has now been approved to work remotely and expected to start working remotely with immediate effect, so this is very urgent. Make sure their employee profile reflects remote-based work location, that this change is properly tracked for HR follow-up,... | An employee by the name Angela Brooks from the Administration function has now been approved to work remotely and expected to start working remotely with immediate effect, so this is very urgent. Make sure their employee profile reflects remote-based work location, that this change is properly tracked for HR follow-up,... | 9 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_072511_447_4f1a62dd_cdc0e960.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 77,238 | 3,367 | 3,988 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify 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 short... | enterprise-ops-gym |
task_20251221_150109_770_e5bf1251_93959046 | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Firstly delete a message related to some invoice 4567. Find the contact for me (user ID 16) and update it to set is_primary to false. | [
"update_contact",
"find_contact_by_portal_user",
"delete_message",
"list_messages"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Verify message deletion", "description": "Verify message deletion", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM messages m\nWHERE m.id = '7c4946e1-7667-4534-bb07-86275009859d'\n AND m.user_id = '104daf4b-2023-49f1-8def-39b4e9dc... | eog-gpt-5.5-2026-04-23-oh-task_20251221_150109_770_e5bf1251_93959046 | Firstly delete a message related to some invoice 4567. Find the contact for me (user ID 16) and update it to set is_primary to false. | Firstly delete a message related to some invoice 4567. Find the contact for me (user ID 16) and update it to set is_primary to false. | 5 | runs/enterprise_ops_gym_test/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_20251221_150109_770_e5bf1251_93959046.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 34,729 | 701 | 1,012 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Contact update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM contact ct JOIN us... | enterprise-ops-gym |
task_20260101_122222_300_ad5a67e3_3757206c | csm | CSM Agent Policy
You are a Customer Service Management Administrator. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effect... | There's an SSL termination issue happening on one of Wayne Enterprises' Windows Server boxes, the 2022 Datacenter edition. They called it in, so open a high-priority case for it. Use their primary contact for this, ensuring the contact is active and reachable. Short description: 'SSL termination issue on Windows Server... | [
"create_new_case",
"find_account",
"update_contact",
"find_product",
"link_new_case_sla",
"add_new_entitlement",
"find_sla_definitions",
"find_contacts",
"update_case",
"enlist_new_contract"
] | [] | /mcp | 1 | true | [{"context": {"x-user-email": "joanne.simpson@servicenow.com"}, "mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "user_info": {"email": "joanne.simpson@servicenow.com", "name": "Joanne Simp... | [{"description": "Validates the support contract has correct type, status, dates, and price", "gym_name": "sn-csm-server", "name": "Confirm the support contract for Wayne Enterprises is created with correct attributes", "validation_config": {"comparison_type": "equals", "expected_value": 1, "query": "SELECT COUNT(*) FR... | eog-gpt-5.5-2026-04-23-oh-task_20260101_122222_300_ad5a67e3_3757206c | There's an SSL termination issue happening on one of Wayne Enterprises' Windows Server boxes, the 2022 Datacenter edition. They called it in, so open a high-priority case for it. Use their primary contact for this, ensuring the contact is active and reachable. Short description: 'SSL termination issue on Windows Server... | There's an SSL termination issue happening on one of Wayne Enterprises' Windows Server boxes, the 2022 Datacenter edition. They called it in, so open a high-priority case for it. Use their primary contact for this, ensuring the contact is active and reachable. Short description: 'SSL termination issue on Windows Server... | 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_20260101_122222_300_ad5a67e3_3757206c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 94,682 | 2,628 | 3,602 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Confirm the case is linked to 'SLA Response - High' (RESPONSE metric) and is in_progress":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected"... | enterprise-ops-gym |
task_20260114_094327_107_46ca2862_796e7685 | 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 configuration item SAP-DB-01 (Oracle Database) with serial number SRV-ORC-9981 has an incorrect cost recorded and needs to be updated to $1,550. This database already has an active major incident associated with it. After updating the cost, create a new medium impact and medium urgency child incident linked to the ... | [
"create_incident",
"list_incidents",
"list_users",
"get_user",
"update_configuration_item",
"update_user_details",
"find_configuration_item_by_serial_number"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "CI cost updated", "description": "Verify that the CI cost is updated.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM configuration_item WHERE configuration_item_id = 'CI_001' AND serial_number = 'SRV-ORC-9981' AND cost = 1550;", "e... | eog-gpt-5.5-2026-04-23-oh-task_20260114_094327_107_46ca2862_796e7685 | The configuration item SAP-DB-01 (Oracle Database) with serial number SRV-ORC-9981 has an incorrect cost recorded and needs to be updated to $1,550. This database already has an active major incident associated with it. After updating the cost, create a new medium impact and medium urgency child incident linked to the ... | The configuration item SAP-DB-01 (Oracle Database) with serial number SRV-ORC-9981 has an incorrect cost recorded and needs to be updated to $1,550. This database already has an active major incident associated with it. After updating the cost, create a new medium impact and medium urgency child incident linked to the ... | 7 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_094327_107_46ca2862_796e7685.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 50,392 | 1,506 | 2,114 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"CI cost updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM configuration_item ... | enterprise-ops-gym |
task_20251211_192109_853_99ba2325_b21298a0 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Search for knowledge articles relevant to case CS-0000513. If a relevant article is found, link it to the case and update the case to reflect that work has begun. Then send an alert notification to the case contact with the knowledge article attached (only send the notification if the article has external visibility so... | [
"send_notification",
"update_case",
"find_entitlements",
"find_sla_definitions",
"list_users",
"link_case_knowledge",
"search_cases",
"find_contacts",
"retrieve_knowledge",
"link_new_case_sla"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1763711145241_60gul3b8a.sql", "context": {"x-user-email": "jason.morrison13@servicenow.com"}, "user_info": {"user_id": 84, "name": "Jason Morrison", "email": "jason.mor... | [{"verifier_type": "database_state", "name": "Verify case updated.", "description": "Verify case updated.", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE case_id = '513' AND state = 'in_progress';", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_ty... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251211_192109_853_99ba2325_b21298a0 | Search for knowledge articles relevant to case CS-0000513. If a relevant article is found, link it to the case and update the case to reflect that work has begun. Then send an alert notification to the case contact with the knowledge article attached (only send the notification if the article has external visibility so... | Search for knowledge articles relevant to case CS-0000513. If a relevant article is found, link it to the case and update the case to reflect that work has begun. Then send an alert notification to the case contact with the knowledge article attached (only send the notification if the article has external visibility so... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251211_192109_853_99ba2325_b21298a0.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 53,935 | 840 | 2,030 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify a proper SLA is linked for in progress case 1":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT CO... | enterprise-ops-gym |
task_20251218_121722_423_1d219d93_8218da6c | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Regarding the workstation with serial 'DESKTOP-NYC-145', we need to transition it to 'in_use' status, but first, you must identify who currently owns it so we can send them a confirmation message at the very end. The new custodian is Sarah Connor, a new agent joining the Service Desk team in New York—generate a profile... | [
"create_incident",
"update_configuration_item",
"get_user",
"retrieve_knowledge_articles",
"find_configuration_item_by_serial_number",
"find_locations",
"link_affected_ci_to_incident",
"add_new_group_member",
"send_notification",
"link_knowledge_to_incident",
"add_new_user",
"find_group_by_nam... | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure", "user-id": "USER_011"}, "user_info": {"user_id": "USER_001", "name": "M... | [{"verifier_type": "database_state", "name": "Checking for creation of new user.", "description": "Checking for creation of new user.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT count() FROM users WHERE user_name = 'sarah.connor' AND email = 'sarah.connor@example.com' AND phone = '+1-555-010-99... | eog-gpt-5.5-2026-04-23-oh-task_20251218_121722_423_1d219d93_8218da6c | Regarding the workstation with serial 'DESKTOP-NYC-145', we need to transition it to 'in_use' status, but first, you must identify who currently owns it so we can send them a confirmation message at the very end. The new custodian is Sarah Connor, a new agent joining the Service Desk team in New York—generate a profile... | Regarding the workstation with serial 'DESKTOP-NYC-145', we need to transition it to 'in_use' status, but first, you must identify who currently owns it so we can send them a confirmation message at the very end. The new custodian is Sarah Connor, a new agent joining the Service Desk team in New York—generate a profile... | 14 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_121722_423_1d219d93_8218da6c.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 143,685 | 3,449 | 4,518 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":7,"resolved":true,"score":1,"total_verifiers":7,"verification_results":{"Checking for Notifications.":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT count() FROM notification WH... | enterprise-ops-gym |
task_20251202_190412_439_e81f6083_83a8a0ca | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | We're hosting two concurrent international conferences from November 5-9, 2025. The APAC Tech Summit (primarily for Asian-Pacific teams, in Asia/Singapore timezone) and the EMEA Innovation Forum (for Europe, the Middle East, and Africa teams, in Europe/London timezone). Create two separate conference event from 2-4 PM ... | [
"get_calendar_list",
"list_events",
"delete_event",
"create_event",
"get_colors"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "tok_a20785822d0235193a2c5e71907498262dc90cd099965d60"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "verify_apac_conference_created", "description": "Verify APAC Tech Summit conference was created with correct properties", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT CASE WHEN COUNT(*) BETWEEN 5 AND 6 THEN 1 ELSE 0 END AS result FROM events WHERE summ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251202_190412_439_e81f6083_83a8a0ca | We're hosting two concurrent international conferences from November 5-9, 2025. The APAC Tech Summit (primarily for Asian-Pacific teams, in Asia/Singapore timezone) and the EMEA Innovation Forum (for Europe, the Middle East, and Africa teams, in Europe/London timezone). Create two separate conference event from 2-4 PM ... | We're hosting two concurrent international conferences from November 5-9, 2025. The APAC Tech Summit (primarily for Asian-Pacific teams, in Asia/Singapore timezone) and the EMEA Innovation Forum (for Europe, the Middle East, and Africa teams, in Europe/London timezone). Create two separate conference event from 2-4 PM ... | 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_20251202_190412_439_e81f6083_83a8a0ca.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 39,163 | 7,700 | 10,259 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"verify_apac_conference_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT CASE WHEN COUNT(*) B... | enterprise-ops-gym |
task_20251222_130954_812_a9f62433_c0252ed2 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow IT Service Management (ITSM). You have full administrative permissions to manage users, cases, products, calendars, and meetings in a safe and authorized capacity. Do not ask for confirmation before taking action. | A server just crashed. In SN-ITSM, declare a major incident (Joanne Simpson as the caller) with the short description "MAJOR INCIDENT: Production Server Crash - Immediate Action Required" and notify the technical team. At the same time in Drive, create a status update document in Mobile Development drive so that leader... | [
"send_notification",
"list_drives",
"list_group_members",
"get_user",
"get_user_using_name",
"create_incident",
"create_file",
"list_user_groups"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"x-auth-token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": "Verify new incident", "description": "Verify that a new incident is created", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM incident \n WHERE short_description = 'MAJ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251222_130954_812_a9f62433_c0252ed2 | A server just crashed. In SN-ITSM, declare a major incident (Joanne Simpson as the caller) with the short description "MAJOR INCIDENT: Production Server Crash - Immediate Action Required" and notify the technical team. At the same time in Drive, create a status update document in Mobile Development drive so that leader... | A server just crashed. In SN-ITSM, declare a major incident (Joanne Simpson as the caller) with the short description "MAJOR INCIDENT: Production Server Crash - Immediate Action Required" and notify the technical team. At the same time in Drive, create a status update document in Mobile Development drive so that leader... | 18 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251222_130954_812_a9f62433_c0252ed2.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 83,445 | 1,323 | 3,749 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Notification created for Joanne":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT \n CASE \n ... | enterprise-ops-gym |
task_20251222_124541_619_64a4ebb9_abb23ceb | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow IT Service Management (ITSM). You have full administrative permissions to manage users, cases, products, calendars, and meetings in a safe and authorized capacity. Do not ask for confirmation before taking action. | Provision the new server 'AI_Compute_Node_01' for owner 'joanne.simpson@servicenow.com'.
1. Identify the user and the location 'NYC Sales Office' in ITSM.
2. Register the new Configuration Item (CI) with:
- Name: 'AI_Compute_Node_01'
- Serial Number: 'AI-SRV-2025-X99'
- Status: 'in_stock'
- Cost: 15000
3. ... | [
"register_configuration_item",
"create_comments",
"update_files",
"get_user_using_email",
"create_file",
"find_location_by_given_name",
"update_configuration_item"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765211066177_klym6f8bt.sql", "context": {"x-auth-token": "ya29.E79oYmqohz4_yuNhAYfz7UsMx_YpFIXLCr1kMAgGtrvs9aINJEW2HfI54QtDpnvBx6yx7zaZkX9Y2Nekrf6VGmITgDUfwm... | [{"verifier_type": "database_state", "name": "Verify Asset Registered", "description": "Checks CMDB for the asset with the updated name.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM configuration_item WHERE serial_number = 'AI-SRV-2025-X99' AND name = 'AI_Compute_Node_01 [Docs Link... | eog-gemini-gemini-3.5-flash-oh-task_20251222_124541_619_64a4ebb9_abb23ceb | Provision the new server 'AI_Compute_Node_01' for owner 'joanne.simpson@servicenow.com'.
1. Identify the user and the location 'NYC Sales Office' in ITSM.
2. Register the new Configuration Item (CI) with:
- Name: 'AI_Compute_Node_01'
- Serial Number: 'AI-SRV-2025-X99'
- Status: 'in_stock'
- Cost: 15000
3. ... | Provision the new server 'AI_Compute_Node_01' for owner 'joanne.simpson@servicenow.com'.
1. Identify the user and the location 'NYC Sales Office' in ITSM.
2. Register the new Configuration Item (CI) with:
- Name: 'AI_Compute_Node_01'
- Serial Number: 'AI-SRV-2025-X99'
- Status: 'in_stock'
- Cost: 15000
3. ... | 8 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251222_124541_619_64a4ebb9_abb23ceb.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 55,959 | 2,204 | 3,345 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Verify Asset Owner & Location":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM configurat... | enterprise-ops-gym |
task_20251219_130920_558_99ba2325_7f9481df | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Incident INC-000001 cannot be progressed further at the moment because additional details are required from the requestor. Please move the incident to on hold and record the reason as Awaiting Caller. While placing the incident on hold, make sure a reminder is sent to caller that more information is needed in order to ... | [
"get_user",
"send_notification",
"find_incident_by_number",
"update_incident_sla_details",
"update_incident",
"find_incident_slas"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1766063289316_o5f6sbf3g.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Verify Notification", "description": "Verify Notification", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM notification WHERE incident_id = 'INC_001' AND email = 'thomas.green@servicenow.com' AND type = \"reminder\";", "expected_value": 1, ... | eog-gemini-gemini-3.5-flash-oh-task_20251219_130920_558_99ba2325_7f9481df | Incident INC-000001 cannot be progressed further at the moment because additional details are required from the requestor. Please move the incident to on hold and record the reason as Awaiting Caller. While placing the incident on hold, make sure a reminder is sent to caller that more information is needed in order to ... | Incident INC-000001 cannot be progressed further at the moment because additional details are required from the requestor. Please move the incident to on hold and record the reason as Awaiting Caller. While placing the incident on hold, make sure a reminder is sent to caller that more information is needed in order to ... | 7 | runs/enterprise_ops_gym_test/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_130920_558_99ba2325_7f9481df.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 57,523 | 2,555 | 3,298 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Verify Incident Update":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident WHERE inci... | enterprise-ops-gym |
task_20251226_150647_118_13762b97_8da0c6a5 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow Human Resources (HR). You have full administrative permissions to manage users, cases, topic, survey, skill, service, organization, and meetings in a safe and authorized capacity. Do not ask for confirmation before... | Need to complete the quarterly HR policy document revision audit for compliance and prepare a status report on active HR cases for the leadership team.
Start by confirming our Drive environment and storage status for the audit documentation. Review what documents exist in Drive and specifically locate the HR Policies ... | [
"list_files",
"get_about",
"update_files",
"send_notification",
"list_revisions",
"find_hr_case_by_number",
"get_user_using_name",
"list_hr_cases",
"find_group_by_name",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"X-Auth-Token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": "Policy Revision Audit Document Created", "description": "Verifies that Policy Revision Audit Document Created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) AS doc_count FROM files WHERE name = 'HR-Policy-Revision-Audit-Q4-2024' AND mi... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251226_150647_118_13762b97_8da0c6a5 | Need to complete the quarterly HR policy document revision audit for compliance and prepare a status report on active HR cases for the leadership team.
Start by confirming our Drive environment and storage status for the audit documentation. Review what documents exist in Drive and specifically locate the HR Policies ... | Need to complete the quarterly HR policy document revision audit for compliance and prepare a status report on active HR cases for the leadership team.
Start by confirming our Drive environment and storage status for the audit documentation. Review what documents exist in Drive and specifically locate the HR Policies ... | 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_20251226_150647_118_13762b97_8da0c6a5.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 83,837 | 2,026 | 4,054 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":7,"resolved":false,"score":0,"total_verifiers":8,"verification_results":{"Document Description Contains Case and Group Reference":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELEC... | enterprise-ops-gym |
task_20251226_041218_355_d9bcd1e5_bc84c9d5 | 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... | After our GDPR access review, I need the HR system to show a clean separation of duties for account access work: Tabitha Bullock (tabitha.bullock@servicenow.com) should have the manager system role so she can approve HR Account Access Request work, while Cheryl Osborne (cheryl.osborne@servicenow.com) should no longer h... | [
"create_knowledge_article",
"create_new_hr_case",
"get_user_using_email",
"send_notification",
"get_user_using_name",
"update_user_details",
"get_hr_service_by_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify Tabitha is manager (system role) and active", "description": "Verify Tabitha is manager (system role) and active", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS count FROM user WHERE org_id = 1 AND email = 'tabitha.bullock@serviceno... | eog-gemini-gemini-3.5-flash-oh-task_20251226_041218_355_d9bcd1e5_bc84c9d5 | After our GDPR access review, I need the HR system to show a clean separation of duties for account access work: Tabitha Bullock (tabitha.bullock@servicenow.com) should have the manager system role so she can approve HR Account Access Request work, while Cheryl Osborne (cheryl.osborne@servicenow.com) should no longer h... | After our GDPR access review, I need the HR system to show a clean separation of duties for account access work: Tabitha Bullock (tabitha.bullock@servicenow.com) should have the manager system role so she can approve HR Account Access Request work, while Cheryl Osborne (cheryl.osborne@servicenow.com) should no longer h... | 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_20251226_041218_355_d9bcd1e5_bc84c9d5.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 87,637 | 9,877 | 10,984 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":16,"resolved":false,"score":0,"total_verifiers":18,"verification_results":{"Verify Cheryl HR profile reporting-manager relationship unchanged":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"quer... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_125054_648_be6c9105_0ec24467.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 25,301 | 936 | 2,293 | {"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_20260113_141542_776_911d75d7_78be6b0f | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Calendar and ServiceNow Customer Service Management (CSM). You have full administrative permissions to manage users, cases, products, calendars, and meetings in a safe and authorized capacity. Do not ask for confirmation before taking ... | Stephanie Brown is starting in the Sydney office as the new support lead. Create her ServiceNow user account with the manager role and associate it with the User 15 – Sydney location. Create a secondary Google Calendar named “Stephanie – Team Leads”. Add her to the Account Management group. Finally, locate and retrieve... | [
"create_calendar",
"add_new_group_member",
"retrieve_knowledge",
"find_account",
"find_location",
"find_user",
"add_new_user",
"find_user_group"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765386439582_vm0389iwq.sql", "context": {"x-access-token": "tok_03d6a775751bc98e50688b747633c89807b8428ab31e814d"}}, {"mcp_server_name": "sn-csm-server", "mcp_server... | [{"verifier_type": "database_state", "name": "User account created", "description": "Verify manager user is created at Sydney location", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM user WHERE email = 'stephanie.brown@servicenow.com' AND role = 'manager' AND location_id = '15';", "e... | eog-gemini-gemini-3.5-flash-oh-task_20260113_141542_776_911d75d7_78be6b0f | Stephanie Brown is starting in the Sydney office as the new support lead. Create her ServiceNow user account with the manager role and associate it with the User 15 – Sydney location. Create a secondary Google Calendar named “Stephanie – Team Leads”. Add her to the Account Management group. Finally, locate and retrieve... | Stephanie Brown is starting in the Sydney office as the new support lead. Create her ServiceNow user account with the manager role and associate it with the User 15 – Sydney location. Create a secondary Google Calendar named “Stephanie – Team Leads”. Add her to the Account Management group. Finally, locate and retrieve... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260113_141542_776_911d75d7_78be6b0f.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 36,995 | 2,586 | 3,343 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Calendar created":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM calendars WHERE summa... | enterprise-ops-gym |
task_20251203_174736_530_df0ecdeb_f2560c93 | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | The organization is rolling out a refreshed structure to improve collaboration and clarity across teams. Rename the TechCorp Solutions Team to TechCorp Team to align with the new naming convention, and add Sarah Martinez as an owner to expand administrative oversight. In the same workspace, archive the External Partner... | [
"list_channels",
"list_teams",
"send_channel_message",
"update_user",
"add_channel_member",
"add_team_member",
"create_team",
"archive_channel",
"create_channel",
"list_users",
"update_team"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764390033317_3qpvfeibh.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "TechCorp Solutions Team Renamed To TechCorp Team", "description": "Verify that the TechCorp Solutions Team has been renamed to TechCorp Team.", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM teams WHERE team_id = 'team_techcorp_00... | eog-gemini-gemini-3.5-flash-oh-task_20251203_174736_530_df0ecdeb_f2560c93 | The organization is rolling out a refreshed structure to improve collaboration and clarity across teams. Rename the TechCorp Solutions Team to TechCorp Team to align with the new naming convention, and add Sarah Martinez as an owner to expand administrative oversight. In the same workspace, archive the External Partner... | The organization is rolling out a refreshed structure to improve collaboration and clarity across teams. Rename the TechCorp Solutions Team to TechCorp Team to align with the new naming convention, and add Sarah Martinez as an owner to expand administrative oversight. In the same workspace, archive the External Partner... | 14 | 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_20251203_174736_530_df0ecdeb_f2560c93.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 327,945 | 6,514 | 7,995 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":8,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"Alice Added To For Engineer Channel":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS count... | enterprise-ops-gym |
task_20260101_111750_695_30600918_80637585 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We got a mail 'Hey it’s Elizabeth Chase from (elizabeth.chase32@servicenow.com) Tier-3 Database. The exact same PostgreSQL OOM crash from last week is back and just took down half of production again. We had left the CS-0000020 because the customer thought it was fixed – it obviously wasn’t. They’re bleeding hundreds o... | [
"search_cases",
"list_user_groups",
"send_notification",
"update_case_sla_details",
"link_new_case_sla",
"find_sla_definitions",
"list_group_members",
"update_case",
"find_case_slas"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "joanne.simpson@servicenow.com"}, "user_info": {"user_id": 4, "name": "Joanne Simpson", "email": "joanne.simps... | [{"verifier_type": "database_state", "name": "Verify case status and assignment", "description": "Verify case status and assignment", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE number = 'CS-0000020' AND state = 'in_progress' AND assigned_to IS NULL AND priority... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260101_111750_695_30600918_80637585 | We got a mail 'Hey it’s Elizabeth Chase from (elizabeth.chase32@servicenow.com) Tier-3 Database. The exact same PostgreSQL OOM crash from last week is back and just took down half of production again. We had left the CS-0000020 because the customer thought it was fixed – it obviously wasn’t. They’re bleeding hundreds o... | We got a mail 'Hey it’s Elizabeth Chase from (elizabeth.chase32@servicenow.com) Tier-3 Database. The exact same PostgreSQL OOM crash from last week is back and just took down half of production again. We had left the CS-0000020 because the customer thought it was fixed – it obviously wasn’t. They’re bleeding hundreds o... | 12 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260101_111750_695_30600918_80637585.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 101,867 | 10,652 | 14,000 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify Notification ":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) FROM notification WHERE c... | enterprise-ops-gym |
task_20251208_035402_755_ad5a67e3_8ca9a646 | 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... | Previously, I got a call from Thomas Bailey at Initech about an issue with Docker Enterprise Variant 15, and I created a case for it. The issue is still unresolved, and I had forgotten to add the correct product to the case. I’ve now reviewed and used guidelines while working on the case, but the problem hasn’t been fi... | [
"find_account",
"link_case_knowledge",
"retrieve_knowledge",
"update_case",
"find_contact_by_portal_user",
"search_cases",
"find_product",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_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": "Case updated with correct product", "description": "This verifier confirms that the previously created unresolved phone case for Thomas Bailey at Initech has been correctly updated with the missing product information. It validates that the case now references Docker Enterp... | eog-gpt-5.5-2026-04-23-oh-task_20251208_035402_755_ad5a67e3_8ca9a646 | Previously, I got a call from Thomas Bailey at Initech about an issue with Docker Enterprise Variant 15, and I created a case for it. The issue is still unresolved, and I had forgotten to add the correct product to the case. I’ve now reviewed and used guidelines while working on the case, but the problem hasn’t been fi... | Previously, I got a call from Thomas Bailey at Initech about an issue with Docker Enterprise Variant 15, and I created a case for it. The issue is still unresolved, and I had forgotten to add the correct product to the case. I’ve now reviewed and used guidelines while working on the case, but the problem hasn’t been fi... | 10 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251208_035402_755_ad5a67e3_8ca9a646.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 56,971 | 1,419 | 1,931 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Case updated with correct product":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS cnt\nFROM... | 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-gemini-gemini-3.5-flash-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... | 16 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251125_152842_063_b393a327_9622ac64.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 199,051 | 6,989 | 8,955 | {"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_20260114_094327_107_46ca2862_796e7685 | 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 configuration item SAP-DB-01 (Oracle Database) with serial number SRV-ORC-9981 has an incorrect cost recorded and needs to be updated to $1,550. This database already has an active major incident associated with it. After updating the cost, create a new medium impact and medium urgency child incident linked to the ... | [
"create_incident",
"list_incidents",
"list_users",
"get_user",
"update_configuration_item",
"update_user_details",
"find_configuration_item_by_serial_number"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "CI cost updated", "description": "Verify that the CI cost is updated.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM configuration_item WHERE configuration_item_id = 'CI_001' AND serial_number = 'SRV-ORC-9981' AND cost = 1550;", "e... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260114_094327_107_46ca2862_796e7685 | The configuration item SAP-DB-01 (Oracle Database) with serial number SRV-ORC-9981 has an incorrect cost recorded and needs to be updated to $1,550. This database already has an active major incident associated with it. After updating the cost, create a new medium impact and medium urgency child incident linked to the ... | The configuration item SAP-DB-01 (Oracle Database) with serial number SRV-ORC-9981 has an incorrect cost recorded and needs to be updated to $1,550. This database already has an active major incident associated with it. After updating the cost, create a new medium impact and medium urgency child incident linked to the ... | 7 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_094327_107_46ca2862_796e7685.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 46,888 | 1,293 | 2,275 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"CI cost updated":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM configuration_item... | 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-gpt-5.5-2026-04-23-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/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_192842_208_46ca2862_04093fc7.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 57,976 | 3,984 | 4,887 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Audit Case Generation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM hr_case... | enterprise-ops-gym |
task_20251218_234518_453_d9bcd1e5_72c94403 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Right now, employees raise almost everything through very generic HR channels, especially the HR Portal Support Request service that sits under the HR Portal topic. That path is fine for ordinary HR portal questions and should keep working exactly as it does today, under the same topic and COE, and still visible to bro... | [
"create_new_service_template",
"create_new_hr_service",
"add_new_topic_detail",
"add_new_topic_category",
"add_new_user_group",
"register_hr_criteria"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify the new topic category", "description": "Verify the new topic category", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) as count\nFROM topic_category\nWHERE name = 'Employee Relations & Investigations'\n AND coe_type = 'Workforce Admin... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251218_234518_453_d9bcd1e5_72c94403 | Right now, employees raise almost everything through very generic HR channels, especially the HR Portal Support Request service that sits under the HR Portal topic. That path is fine for ordinary HR portal questions and should keep working exactly as it does today, under the same topic and COE, and still visible to bro... | Right now, employees raise almost everything through very generic HR channels, especially the HR Portal Support Request service that sits under the HR Portal topic. That path is fine for ordinary HR portal questions and should keep working exactly as it does today, under the same topic and COE, and still visible to bro... | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251218_234518_453_d9bcd1e5_72c94403.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 39,404 | 2,295 | 3,938 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verify the Employee Relations Investigation Team group":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT C... | enterprise-ops-gym |
task_20260106_052248_226_1628b966_d8c22aed | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Ugh, I am so behind on this launch. Can you help me organize my inbox? I need a label created for 'Phoenix'. Also, get a draft started to 'boss@corp.com' with the subject 'Status Update - See attached'.
Actually, wait, I hate the name Phoenix. Delete that label and make a new one called 'Project Fire' instead. Much be... | [
"delete_label",
"create_forwarding_address",
"create_draft",
"update_draft",
"create_filter",
"create_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "primary_email": "alice@example.com", "user_id": "u... | [{"verifier_type": "database_state", "name": "Verify Label Swap", "description": "Verify Label Swap Done Successfully", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT \n (SELECT COUNT(id) FROM labels \n WHERE user_id = 'user_001' AND name = 'Project Fire') \n - \n (SELECT COUNT(id) FRO... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_052248_226_1628b966_d8c22aed | Ugh, I am so behind on this launch. Can you help me organize my inbox? I need a label created for 'Phoenix'. Also, get a draft started to 'boss@corp.com' with the subject 'Status Update - See attached'.
Actually, wait, I hate the name Phoenix. Delete that label and make a new one called 'Project Fire' instead. Much be... | Ugh, I am so behind on this launch. Can you help me organize my inbox? I need a label created for 'Phoenix'. Also, get a draft started to 'boss@corp.com' with the subject 'Status Update - See attached'.
Actually, wait, I hate the name Phoenix. Delete that label and make a new one called 'Project Fire' instead. Much be... | 16 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_052248_226_1628b966_d8c22aed.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 58,627 | 3,196 | 5,699 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"Verify Draft Content Update":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(D.id)\nFROM drafts ... | enterprise-ops-gym |
task_20260113_153008_006_46ca2862_c5083638 | 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 dealing with a critical security breach where malware is hitting all of our HP fleet at our Sales office at New York office. Please open a high-impact, and high-urgency incident for that owner with the description 'Urgent: BitLocker Malware Data Corruption' to the affected user device. If you find a knowledge base ... | [
"create_incident",
"retrieve_knowledge_articles",
"link_knowledge_to_incident",
"find_locations",
"get_user",
"find_configuration_items"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Incident creation for HP EliteBook - Steven Hernandez", "description": "Incident creation for HP EliteBook - Steven Hernandez", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "select count() from incident where description = 'Urgent: BitLocker Malware Data Corru... | eog-gemini-gemini-3.5-flash-oh-task_20260113_153008_006_46ca2862_c5083638 | I’m dealing with a critical security breach where malware is hitting all of our HP fleet at our Sales office at New York office. Please open a high-impact, and high-urgency incident for that owner with the description 'Urgent: BitLocker Malware Data Corruption' to the affected user device. If you find a knowledge base ... | I’m dealing with a critical security breach where malware is hitting all of our HP fleet at our Sales office at New York office. Please open a high-impact, and high-urgency incident for that owner with the description 'Urgent: BitLocker Malware Data Corruption' to the affected user device. If you find a knowledge base ... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260113_153008_006_46ca2862_c5083638.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 144,399 | 5,051 | 6,309 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Checing for the linking of the knowledge base for the first incident":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"q... | enterprise-ops-gym |
task_20260115_064627_351_66392a82_cd4009dd | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | Gregory Richards just confirmed that the SAP database connectivity ticket she is working on is finally resolved. Once the ticket is updated in the database, send three separate notifications using the ticket for reference: one to the service manager saying 'The underlying database issue affecting your service is resolv... | [
"update_incident",
"get_user",
"list_user_groups",
"find_service_offerings",
"get_user_using_name",
"send_notification",
"list_incidents"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Checking incident status", "description": "Checking incident status", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "select count() from incident where incident_id = 'INC_001' and status = 'resolved'", "expected_value": 1, "comparison_type": "equals"}}, {"verif... | eog-gemini-gemini-3.5-flash-oh-task_20260115_064627_351_66392a82_cd4009dd | Gregory Richards just confirmed that the SAP database connectivity ticket she is working on is finally resolved. Once the ticket is updated in the database, send three separate notifications using the ticket for reference: one to the service manager saying 'The underlying database issue affecting your service is resolv... | Gregory Richards just confirmed that the SAP database connectivity ticket she is working on is finally resolved. Once the ticket is updated in the database, send three separate notifications using the ticket for reference: one to the service manager saying 'The underlying database issue affecting your service is resolv... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_064627_351_66392a82_cd4009dd.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 155,995 | 4,687 | 5,548 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Checking incident status":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"select count() from incident where inc... | enterprise-ops-gym |
task_20251212_194942_087_761f6b82_451ef3b7 | 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 ... | A high-severity HR compliance alert has been issued regarding employee Maria Garcia, following a confirmed violation of internal data-handling policy. In accordance with the organization’s mandatory response procedures for verified breaches, a secure offboarding and evidence-preservation workflow must be initiated. The... | [
"create_checklist",
"find_group_by_name",
"get_user_using_email",
"create_new_hr_service",
"list_group_members",
"create_new_hr_case",
"offboard_hr_profile",
"get_users_hr_profile",
"remove_group_membership",
"create_hr_case_task",
"update_user_details",
"get_user_using_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765529350682_48wb3wot7.sql", "context": {"x-access-token": "hr_token_sarah_chen_001"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "Verify Profile Offboarding", "description": "Verify Profile Offboarding", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT count(*)\nFROM hr_profile p\nJOIN user u ON p.user_id = u.user_id\nWHERE u.email = 'maria.garcia@techcorp.com'\n AND p.employment_... | eog-gemini-gemini-3.5-flash-oh-task_20251212_194942_087_761f6b82_451ef3b7 | A high-severity HR compliance alert has been issued regarding employee Maria Garcia, following a confirmed violation of internal data-handling policy. In accordance with the organization’s mandatory response procedures for verified breaches, a secure offboarding and evidence-preservation workflow must be initiated. The... | A high-severity HR compliance alert has been issued regarding employee Maria Garcia, following a confirmed violation of internal data-handling policy. In accordance with the organization’s mandatory response procedures for verified breaches, a secure offboarding and evidence-preservation workflow must be initiated. The... | 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_20251212_194942_087_761f6b82_451ef3b7.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 156,677 | 7,613 | 8,641 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"Verify Access Revocation":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT count(*)\nFROM user_group_member... | enterprise-ops-gym |
task_20260106_070321_497_accab84d_6f4a8da8 | csm | # **CSM Assistant Policy**
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases and in other related processes e... | we got a mail from from Spencer Inc regarding their tickets stating that their primary contact the one working out of the New York office ,he has been escalating issues offline. Could you find all open cases belonging to that specific New York contact? Once found, please bump their priority to Critical and reassign the... | [
"update_case",
"search_cases",
"find_account",
"find_contacts",
"find_user",
"find_locations",
"list_users"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "karen.watkins@servicenow.com"}, "user_info": {"user_id": 39, "name": "Karen Watkins", "email": "karen.watkins... | [{"verifier_type": "database_state", "name": "Verify Successfully Updated Cases", "description": "Verify Successfully Updated Cases", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT count(*) AS successful_updates\nFROM customer_case\nWHERE case_id IN (397, 398, 399, 415, 416, 400, 401, 402, 403, 404... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_070321_497_accab84d_6f4a8da8 | we got a mail from from Spencer Inc regarding their tickets stating that their primary contact the one working out of the New York office ,he has been escalating issues offline. Could you find all open cases belonging to that specific New York contact? Once found, please bump their priority to Critical and reassign the... | we got a mail from from Spencer Inc regarding their tickets stating that their primary contact the one working out of the New York office ,he has been escalating issues offline. Could you find all open cases belonging to that specific New York contact? Once found, please bump their priority to Critical and reassign the... | 23 | 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_070321_497_accab84d_6f4a8da8.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 150,461 | 1,033 | 3,266 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"No open Spencer Inc / New York primary-contact case left unassigned to Joanne":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":... | enterprise-ops-gym |
task_20251222_130954_812_a9f62433_c0252ed2 | hybrid | You are an integrated automation agent for a hybrid environment managing both Google Drive and ServiceNow IT Service Management (ITSM). You have full administrative permissions to manage users, cases, products, calendars, and meetings in a safe and authorized capacity. Do not ask for confirmation before taking action. | A server just crashed. In SN-ITSM, declare a major incident (Joanne Simpson as the caller) with the short description "MAJOR INCIDENT: Production Server Crash - Immediate Action Required" and notify the technical team. At the same time in Drive, create a status update document in Mobile Development drive so that leader... | [
"send_notification",
"list_drives",
"list_group_members",
"get_user",
"get_user_using_name",
"create_incident",
"create_file",
"list_user_groups"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765205299231_5dx21vf9g.sql", "context": {"x-auth-token": "ya29.cmHRDRGmRZMfDboTqdDIG4CMomAjvrYOc3S0lMHjqM2NlmWr_heLEgIrVGEzGkNSdnar7fC7UEKU3DRkOyRVgIfQcr_wW0... | [{"verifier_type": "database_state", "name": "Verify new incident", "description": "Verify that a new incident is created", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT \n CASE \n WHEN EXISTS (\n SELECT 1 \n FROM incident \n WHERE short_description = 'MAJ... | eog-gemini-gemini-3.5-flash-oh-task_20251222_130954_812_a9f62433_c0252ed2 | A server just crashed. In SN-ITSM, declare a major incident (Joanne Simpson as the caller) with the short description "MAJOR INCIDENT: Production Server Crash - Immediate Action Required" and notify the technical team. At the same time in Drive, create a status update document in Mobile Development drive so that leader... | A server just crashed. In SN-ITSM, declare a major incident (Joanne Simpson as the caller) with the short description "MAJOR INCIDENT: Production Server Crash - Immediate Action Required" and notify the technical team. At the same time in Drive, create a status update document in Mobile Development drive so that leader... | 15 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251222_130954_812_a9f62433_c0252ed2.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 97,443 | 4,554 | 6,116 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Notification created for Joanne":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT \n CASE \n ... | enterprise-ops-gym |
task_20251226_041218_355_d9bcd1e5_bc84c9d5 | 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... | After our GDPR access review, I need the HR system to show a clean separation of duties for account access work: Tabitha Bullock (tabitha.bullock@servicenow.com) should have the manager system role so she can approve HR Account Access Request work, while Cheryl Osborne (cheryl.osborne@servicenow.com) should no longer h... | [
"create_knowledge_article",
"create_new_hr_case",
"get_user_using_email",
"send_notification",
"get_user_using_name",
"update_user_details",
"get_hr_service_by_name"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify Tabitha is manager (system role) and active", "description": "Verify Tabitha is manager (system role) and active", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS count FROM user WHERE org_id = 1 AND email = 'tabitha.bullock@serviceno... | eog-gpt-5.5-2026-04-23-oh-task_20251226_041218_355_d9bcd1e5_bc84c9d5 | After our GDPR access review, I need the HR system to show a clean separation of duties for account access work: Tabitha Bullock (tabitha.bullock@servicenow.com) should have the manager system role so she can approve HR Account Access Request work, while Cheryl Osborne (cheryl.osborne@servicenow.com) should no longer h... | After our GDPR access review, I need the HR system to show a clean separation of duties for account access work: Tabitha Bullock (tabitha.bullock@servicenow.com) should have the manager system role so she can approve HR Account Access Request work, while Cheryl Osborne (cheryl.osborne@servicenow.com) should no longer h... | 12 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_041218_355_d9bcd1e5_bc84c9d5.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 53,654 | 3,054 | 3,860 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":14,"resolved":false,"score":0,"total_verifiers":18,"verification_results":{"Verify Cheryl HR profile reporting-manager relationship unchanged":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"quer... | enterprise-ops-gym |
task_20251219_115925_475_1d219d93_53d34d23 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | The new employee, Michael Bolt, needs to be onboarded for the Bangalore office. First, verify if 'm.bolt@techcorp.com' exists; otherwise, register him as an 'agent' with phone '+91-987-654-3210'. Next, add him to the 'L2 Service Desk' group and assign him any available Laptop. Once these assets are in place, create a n... | [
"add_new_user",
"add_new_group_member",
"send_notification",
"get_user",
"find_locations",
"update_configuration_item",
"find_group_by_name",
"create_incident",
"list_users",
"find_configuration_items"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Assigning item", "description": "Assigning item", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "select count() from configuration_item where configuration_item_id = 'CI_035' and status = 'in_use' and owner_id = (select user_id from users where first_name = 'Mi... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251219_115925_475_1d219d93_53d34d23 | The new employee, Michael Bolt, needs to be onboarded for the Bangalore office. First, verify if 'm.bolt@techcorp.com' exists; otherwise, register him as an 'agent' with phone '+91-987-654-3210'. Next, add him to the 'L2 Service Desk' group and assign him any available Laptop. Once these assets are in place, create a n... | The new employee, Michael Bolt, needs to be onboarded for the Bangalore office. First, verify if 'm.bolt@techcorp.com' exists; otherwise, register him as an 'agent' with phone '+91-987-654-3210'. Next, add him to the 'L2 Service Desk' group and assign him any available Laptop. Once these assets are in place, create a n... | 12 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251219_115925_475_1d219d93_53d34d23.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 64,033 | 1,427 | 2,654 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Adding new user":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"select count() from users where first_name = 'M... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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. | 5 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_155148_014_accab84d_910b176a.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 28,519 | 899 | 1,495 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":false,"score":0,"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 c... | enterprise-ops-gym |
task_20260115_143541_964_fa1836dc_dc6652fd | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | At Northbridge Retail Systems, a new readiness policy requires that customer-facing checkout capabilities be accurately harmonized and free of legacy duplication ahead of high-traffic retail events. You are responsible for ensuring that the 'Online Card Payments' service is registered as a production, operational, crit... | [
"add_new_service",
"register_new_service_offering",
"find_service_offerings",
"update_service_offering",
"find_services",
"update_service",
"get_user"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "Check if \"Online Card Payments\" service exists with correct properties", "description": "Check if \"Online Card Payments\" service exists with correct properties", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM service\nWHERE name = 'Onl... | eog-gpt-5.5-2026-04-23-oh-task_20260115_143541_964_fa1836dc_dc6652fd | At Northbridge Retail Systems, a new readiness policy requires that customer-facing checkout capabilities be accurately harmonized and free of legacy duplication ahead of high-traffic retail events. You are responsible for ensuring that the 'Online Card Payments' service is registered as a production, operational, crit... | At Northbridge Retail Systems, a new readiness policy requires that customer-facing checkout capabilities be accurately harmonized and free of legacy duplication ahead of high-traffic retail events. You are responsible for ensuring that the 'Online Card Payments' service is registered as a production, operational, crit... | 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_20260115_143541_964_fa1836dc_dc6652fd.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 4,937 | 639 | 734 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":9,"verification_results":{"Check if \"Online Card Payments\" service exists with correct properties":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":fal... | enterprise-ops-gym |
task_20260105_233603_790_e7cfb93b_cc802e4b | 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 organizing my inbox so I can keep better track of discussions related to my performance reviews.
Messages from manager@company.com
often get mixed with other conversations, and I want them grouped more cleanly.
Please create a label called “Manager Communication” — only if it doesn’t already exist — and treat it... | [
"create_label",
"list_labels",
"list_filters",
"modify_thread",
"delete_filter",
"create_filter",
"list_threads"
] | [] | /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": "Label \u201cManager Communication\u201d Exists", "description": "Checks whether the new user-created label was created.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM labels\nWHERE user_id = 'user_001'\n AND name = 'Manager Comm... | eog-gemini-gemini-3.5-flash-oh-task_20260105_233603_790_e7cfb93b_cc802e4b | I’m organizing my inbox so I can keep better track of discussions related to my performance reviews.
Messages from manager@company.com
often get mixed with other conversations, and I want them grouped more cleanly.
Please create a label called “Manager Communication” — only if it doesn’t already exist — and treat it... | I’m organizing my inbox so I can keep better track of discussions related to my performance reviews.
Messages from manager@company.com
often get mixed with other conversations, and I want them grouped more cleanly.
Please create a label called “Manager Communication” — only if it doesn’t already exist — and treat it... | 15 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260105_233603_790_e7cfb93b_cc802e4b.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 142,249 | 8,817 | 12,760 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":7,"resolved":true,"score":1,"total_verifiers":7,"verification_results":{"Added “Manager Communication” Label":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFR... | 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-gemini-gemini-3.5-flash-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... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251203_142634_160_bca89e7d_193f597f.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 205,070 | 8,539 | 9,611 | {"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_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 17 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_141130_029_1628b966_8e264839.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 85,052 | 5,464 | 8,091 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":0,"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_20260108_105408_681_be6c9105_852c4b49 | 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 the completed project files in the 'Project Documents' folder archived systematically. A new 'Archived Projects' drive is required for archival storage. Create a folder named 'Archived Docs - 2025-11-27' in the 'Archived Projects' drive. All files from 'Project Documents' must be copied into this dated... | [
"list_drives",
"list_files",
"copy_files",
"create_drive",
"delete_files",
"update_files",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1763988076613_f5g41taxz.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3VyIsImVtYWlsIjoiam9... | [{"verifier_type": "database_state", "name": "Verify Drive Created", "description": "Confirms that the 'Archived Projects' drive has been successfully created", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "WITH new_drive AS (SELECT name FROM drives WHERE name = 'Archived Projects' AND trashed = 0... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260108_105408_681_be6c9105_852c4b49 | John Smith needs the completed project files in the 'Project Documents' folder archived systematically. A new 'Archived Projects' drive is required for archival storage. Create a folder named 'Archived Docs - 2025-11-27' in the 'Archived Projects' drive. All files from 'Project Documents' must be copied into this dated... | John Smith needs the completed project files in the 'Project Documents' folder archived systematically. A new 'Archived Projects' drive is required for archival storage. Create a folder named 'Archived Docs - 2025-11-27' in the 'Archived Projects' drive. All files from 'Project Documents' must be copied into this dated... | 32 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260108_105408_681_be6c9105_852c4b49.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 213,658 | 3,181 | 7,724 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{"Verify All Files Moved to Archived Folder":{"actual":7,"comparison_type":"equals","details":"Comparison equals: 7 vs 7","expected":7,"passed":true,"query":"WITH archived_folde... | enterprise-ops-gym |
task_20251224_183116_594_e5bf1251_c2cb6205 | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | I want details about service of HR related to "Generate Employment History". Delete if any draft message is present. Check if any label tag present for project updates if not simpy create it with name "Project Updates" with bg color as #ffad46. | [
"list_drafts",
"delete_draft",
"get_hr_service_by_name",
"list_labels",
"create_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Verify draft deletion", "description": "Verify draft deletion", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM drafts d\nJOIN messages m ON m.id = d.message_id\nWHERE d.id = '6b79fe10-757a-4fb1-bde3-56e5adde5987'\n AND m.user_id =... | eog-gpt-5.5-2026-04-23-oh-task_20251224_183116_594_e5bf1251_c2cb6205 | I want details about service of HR related to "Generate Employment History". Delete if any draft message is present. Check if any label tag present for project updates if not simpy create it with name "Project Updates" with bg color as #ffad46. | I want details about service of HR related to "Generate Employment History". Delete if any draft message is present. Check if any label tag present for project updates if not simpy create it with name "Project Updates" with bg color as #ffad46. | 6 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251224_183116_594_e5bf1251_c2cb6205.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 34,957 | 1,247 | 1,754 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify draft deletion":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM drafts d\... | enterprise-ops-gym |
task_20251207_174704_642_5c0cd3a2_c124578d | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | We need to take structured action on this case. First, note that the customer originally reported the issue through the social channel, and because it has already been reopened four times, their frustration level is now significantly elevated. This makes the case high urgency, and it should be handled accordingly. Next... | [
"find_products",
"find_user",
"retrieve_knowledge",
"assign_case_to_user",
"find_case_knowledge_linkages",
"update_case",
"search_cases"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "amanda.austin@servicenow.com"}, "user_info": {"user_id": 577, "name": "Amanda Austin", "email": "amanda.austi... | [{"verifier_type": "database_state", "name": "Verify case updation", "description": "Verify case priority updation", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM customer_case c\nJOIN product p\n ON p.product_id = c.product_id\n AND p.name = 'Enterprise Success Plan Variant... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251207_174704_642_5c0cd3a2_c124578d | We need to take structured action on this case. First, note that the customer originally reported the issue through the social channel, and because it has already been reopened four times, their frustration level is now significantly elevated. This makes the case high urgency, and it should be handled accordingly. Next... | We need to take structured action on this case. First, note that the customer originally reported the issue through the social channel, and because it has already been reopened four times, their frustration level is now significantly elevated. This makes the case high urgency, and it should be handled accordingly. Next... | 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_20251207_174704_642_5c0cd3a2_c124578d.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 25,206 | 1,318 | 2,020 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Verify case updation":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM customer_case ... | enterprise-ops-gym |
task_20251204_142744_756_e5bf1251_9501fccb | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I need to audit who has access to my mailbox and organize my drafts.
First, show me everyone who currently has delegate access to my email account. I want to see all delegates regardless of their status - accepted, pending, or rejected.
Then I need to clean up my delegate list. I have someone with "rejected" status tha... | [
"list_drafts",
"email_delete_delegate",
"email_list_delegates",
"delete_draft"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_carol_2025_z1x2c3v4b5n6m7l8k9j0h1g2f3d4s5a6", "user_id": "user_003", "primary_email": "carol@univ... | [{"verifier_type": "database_state", "name": "Confirm Rejected Delegate Removed", "description": "Confirm Rejected Delegate Removed", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM delegates d\nJOIN users u ON u.id = d.user_id\nWHERE u.primary_email = 'carol@university.edu'\n ... | eog-gemini-gemini-3.5-flash-oh-task_20251204_142744_756_e5bf1251_9501fccb | I need to audit who has access to my mailbox and organize my drafts.
First, show me everyone who currently has delegate access to my email account. I want to see all delegates regardless of their status - accepted, pending, or rejected.
Then I need to clean up my delegate list. I have someone with "rejected" status tha... | I need to audit who has access to my mailbox and organize my drafts.
First, show me everyone who currently has delegate access to my email account. I want to see all delegates regardless of their status - accepted, pending, or rejected.
Then I need to clean up my delegate list. I have someone with "rejected" status tha... | 5 | runs/enterprise_ops_gym_test/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_142744_756_e5bf1251_9501fccb.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 11,559 | 1,224 | 1,771 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Confirm Rejected Delegate Removed":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) AS cnt\nFROM... | enterprise-ops-gym |
task_20260115_145329_475_23fcbcdb_3a970315 | hybrid | # **ITSM Management Assistant Policy**
**Role:** ITSM Management Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with... | Hi, this is Paulo (alves.paulo@gmail.com). The new CEO starts today, and I need to set up the Platinum Support protocols.
Part 1: ITSM Configuration
- Create a new SLA definition named 'Platinum VIP Response'. It should track the 'response' metric with a target of 15 minutes. Set it to apply to 'critical' priority, b... | [
"create_label",
"update_vacation_settings",
"update_imap_settings",
"add_new_sla_definition",
"find_sla_definition_by_name",
"send_notification",
"create_filter",
"update_sla_definition"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1766050008542_4gw043g58.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4... | [{"verifier_type": "database_state", "name": "Verify SLA Active", "description": "Verifies that the 'Platinum VIP Response' SLA exists and is active.", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(sla_def_id)\nFROM sla_definition\nWHERE name = 'Platinum VIP Response'\n AND target_mins = 15\... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260115_145329_475_23fcbcdb_3a970315 | Hi, this is Paulo (alves.paulo@gmail.com). The new CEO starts today, and I need to set up the Platinum Support protocols.
Part 1: ITSM Configuration
- Create a new SLA definition named 'Platinum VIP Response'. It should track the 'response' metric with a target of 15 minutes. Set it to apply to 'critical' priority, b... | Hi, this is Paulo (alves.paulo@gmail.com). The new CEO starts today, and I need to set up the Platinum Support protocols.
Part 1: ITSM Configuration
- Create a new SLA definition named 'Platinum VIP Response'. It should track the 'response' metric with a target of 15 minutes. Set it to apply to 'critical' priority, b... | 12 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_145329_475_23fcbcdb_3a970315.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 46,136 | 2,843 | 5,048 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":4,"verification_results":{"Verify CEO Routing":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT \n (SELECT COUNT(id) FROM label... | enterprise-ops-gym |
task_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-gpt-5.5-2026-04-23-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. | 6 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_155148_014_accab84d_910b176a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 28,635 | 1,145 | 1,509 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":3,"resolved":false,"score":0,"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 c... | enterprise-ops-gym |
task_20260114_124106_138_1628b966_ddc2587a | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Please find my primary send-as aliases and take the display name from there. I want you to change my first and last names in csm to the same name I have in my display name there.
After that, create a new send-as alias using my previous first and last names from the csm and the signature "Thank you! Best regards, your J... | [
"send_message",
"update_user_details",
"get_draft",
"list_drafts",
"verify_send_as_alias",
"list_users",
"create_send_as_alias",
"list_send_as_aliases"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Check that the send as alias is created as requested and verified", "description": "Check that the send as alias is created as requested and verified", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from send_as_aliases where user_id = '104daf4... | eog-gemini-gemini-3.5-flash-oh-task_20260114_124106_138_1628b966_ddc2587a | Please find my primary send-as aliases and take the display name from there. I want you to change my first and last names in csm to the same name I have in my display name there.
After that, create a new send-as alias using my previous first and last names from the csm and the signature "Thank you! Best regards, your J... | Please find my primary send-as aliases and take the display name from there. I want you to change my first and last names in csm to the same name I have in my display name there.
After that, create a new send-as alias using my previous first and last names from the csm and the signature "Thank you! Best regards, your J... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_124106_138_1628b966_ddc2587a.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 94,919 | 3,056 | 3,802 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Check that the first and last names are updated successfully":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":"1","passed":false,"quer... | enterprise-ops-gym |
task_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-gpt-5.5-2026-04-23-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... | 26 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251204_083406_171_e7cfb93b_89e0d558.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 84,476 | 6,226 | 8,265 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":9,"resolved":false,"score":0,"total_verifiers":10,"verification_results":{"Active Audit Threads Labeled":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(DISTINCT m.thread_... | enterprise-ops-gym |
task_20260107_174626_202_64a4ebb9_e3e54b1d | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Setup the onboarding environment for a new hire.
1. Retrieve the current account details to confirm the environment.
2. Create a folder named 'Onboarding_Kit'.
3. Draft a document named 'Welcome_Packet.txt' in the root directory.
4. Deploy the packet by copying it into the 'Onboarding_Kit' folder.
5. Mark the *deploye... | [
"update_files",
"create_comments",
"get_about",
"copy_files",
"create_file",
"get_files"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764755314410_f227g8ov4.sql", "context": {"x_auth_token": "ya29.E79oYmqohz4_yuNhAYfz7UsMx_YpFIXLCr1kMAgGtrvs9aINJEW2HfI54QtDpnvBx6yx7zaZkX9Y2Nekrf6VGmITgDUfwme... | [{"verifier_type": "database_state", "name": "Verify Kit Folder", "description": "Checks if the kit folder exists.", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files WHERE name = 'Onboarding_Kit' AND mime_type = 'application/vnd.google-apps.folder' AND trashed = 0;", "expec... | eog-gemini-gemini-3.5-flash-oh-task_20260107_174626_202_64a4ebb9_e3e54b1d | Setup the onboarding environment for a new hire.
1. Retrieve the current account details to confirm the environment.
2. Create a folder named 'Onboarding_Kit'.
3. Draft a document named 'Welcome_Packet.txt' in the root directory.
4. Deploy the packet by copying it into the 'Onboarding_Kit' folder.
5. Mark the *deploye... | Setup the onboarding environment for a new hire.
1. Retrieve the current account details to confirm the environment.
2. Create a folder named 'Onboarding_Kit'.
3. Draft a document named 'Welcome_Packet.txt' in the root directory.
4. Deploy the packet by copying it into the 'Onboarding_Kit' folder.
5. Mark the *deploye... | 10 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260107_174626_202_64a4ebb9_e3e54b1d.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 101,884 | 3,367 | 4,305 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify Deployed Packet":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(f.id) FROM files f JOIN fi... | enterprise-ops-gym |
task_20251211_194841_657_8ce75c22_43c6bc2f | email | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | End of quarter cleanup. Show me what I'm working with - threads and labels. Trash that invoice overdue thread, the account's now settled, but first show me the details since I need the invoice number for my records. The team social thing from last week needs proper organization - put it under my blue work tracker (not ... | [
"update_label",
"create_label",
"trash_thread",
"modify_thread",
"get_thread",
"get_user_profile",
"delete_label",
"list_threads",
"list_labels"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1764696098233_cvtva4yqg.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pri... | [{"verifier_type": "database_state", "name": "Verify Invoice Thread Trashed", "description": "Confirms the invoice overdue thread has TRASH label added, indicating model correctly identified and trashed this thread.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) as trash_count\nFROM mess... | eog-gemini-gemini-3.5-flash-oh-task_20251211_194841_657_8ce75c22_43c6bc2f | End of quarter cleanup. Show me what I'm working with - threads and labels. Trash that invoice overdue thread, the account's now settled, but first show me the details since I need the invoice number for my records. The team social thing from last week needs proper organization - put it under my blue work tracker (not ... | End of quarter cleanup. Show me what I'm working with - threads and labels. Trash that invoice overdue thread, the account's now settled, but first show me the details since I need the invoice number for my records. The team social thing from last week needs proper organization - put it under my blue work tracker (not ... | 11 | runs/enterprise_ops_gym_test/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_20251211_194841_657_8ce75c22_43c6bc2f.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 208,685 | 6,878 | 8,191 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Verify Family Label Hidden":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) as hidden_count\nFR... | enterprise-ops-gym |
task_20251203_091910_549_bca89e7d_de59e44a | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action.
When identifiers such as names or IDs are missing, perform... | Please verify if an 'Engineering Sprint Coordination' calendar exists, and create it if missing. Schedule three sessions titled 'Monthly Sprint Alignment #1, #2, and #3,' respectively, from 2:00 PM to 4:30 PM on the 20th, 21st, and 22nd of October and November 2025, marking each with background (#e1e1e1) and foreground... | [
"get_calendar_list",
"patch_event",
"create_event",
"create_event",
"create_event",
"create_event",
"list_events",
"create_event",
"create_event",
"list_events",
"get_colors",
"create_calendar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764493889049_iuydddoc0.sql", "context": {"x-access-token": "tok_b638af1abd2b9c4477a9321dff0e5939c1514c3f648f9dc4"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "Calendar Exists", "description": "Verify ESCoord calendar", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = 'Engineering Sprint Coordination' AND time_zone = 'America/New_York' AND user_id = 'adrian_burton'... | eog-gpt-5.5-2026-04-23-oh-task_20251203_091910_549_bca89e7d_de59e44a | Please verify if an 'Engineering Sprint Coordination' calendar exists, and create it if missing. Schedule three sessions titled 'Monthly Sprint Alignment #1, #2, and #3,' respectively, from 2:00 PM to 4:30 PM on the 20th, 21st, and 22nd of October and November 2025, marking each with background (#e1e1e1) and foreground... | Please verify if an 'Engineering Sprint Coordination' calendar exists, and create it if missing. Schedule three sessions titled 'Monthly Sprint Alignment #1, #2, and #3,' respectively, from 2:00 PM to 4:30 PM on the 20th, 21st, and 22nd of October and November 2025, marking each with background (#e1e1e1) and foreground... | 15 | runs/enterprise_ops_gym_test/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_091910_549_bca89e7d_de59e44a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 66,500 | 5,310 | 7,155 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Align #1 Sessions":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) AS count FROM events WHER... | enterprise-ops-gym |
task_20251204_125827_230_6f5b66fc_51e4bc12 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Review my calendar and move my office day event to December 8, 2025. Then create another 'Office Marketing Sessions' event on the next day with the same properties, as I need to strategize decisions privately. Also give dave.brown@techcorp.com writer access to this calendar so he can make updates when needed. Lastly, u... | [
"patch_event",
"insert_acl_rule",
"get_calendar_list",
"get_colors",
"create_event",
"list_events"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "event verifier", "description": "event verifier", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM events WHERE summary = 'Office Day - Collaboration Sessions' AND start_datetime = '2025-12-08 09:00:00.000000' and end_datetime = '2025-12-08 1... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251204_125827_230_6f5b66fc_51e4bc12 | Review my calendar and move my office day event to December 8, 2025. Then create another 'Office Marketing Sessions' event on the next day with the same properties, as I need to strategize decisions privately. Also give dave.brown@techcorp.com writer access to this calendar so he can make updates when needed. Lastly, u... | Review my calendar and move my office day event to December 8, 2025. Then create another 'Office Marketing Sessions' event on the next day with the same properties, as I need to strategize decisions privately. Also give dave.brown@techcorp.com writer access to this calendar so he can make updates when needed. Lastly, u... | 12 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251204_125827_230_6f5b66fc_51e4bc12.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 86,232 | 2,265 | 3,805 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":true,"score":1,"total_verifiers":3,"verification_results":{"Marketing event verifier":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM events WHERE ... | enterprise-ops-gym |
task_20251209_141356_232_4a23b9c9_9d41f343 | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file, and if not grant him a commenter role. | [
"create_permission",
"create_replies",
"list_files",
"list_permission",
"list_comments"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764776317015_jplw4hf1v.sql", "context": {"x-auth-token": "ya29.mVYohQ8RoT4cygeLO8MLUT3ma539LYO0YRjG4ZZiPN5v4iUrvB1BsO7SWPZhBlaqhpPvtO29Yfm44WISnlYgQzTdlN5u7Uz... | [{"verifier_type": "database_state", "name": "Ensure Annual Report 2023 exists", "description": "Ensure Annual Report 2023 exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files INNER JOIN users ON (users.id = files.created_by) WHERE files.name = 'Annual Report 2023.pdf'... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251209_141356_232_4a23b9c9_9d41f343 | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file, and if not grant him a commenter role. | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file, and if not grant him a commenter role. | 9 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251209_141356_232_4a23b9c9_9d41f343.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 50,419 | 881 | 1,821 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Check if my reply is against correct comment":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) F... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 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_003109_589_b5bd4eb9_d0454fa5.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 138,894 | 760 | 2,812 | {"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_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-gemini-gemini-3.5-flash-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... | 11 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-itsm_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251223_064932_736_01395ded_eff85dae.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 91,438 | 4,020 | 5,042 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Assigned Agent Reminder Notification Sent":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS co... | enterprise-ops-gym |
task_20251219_115925_475_1d219d93_53d34d23 | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and ... | The new employee, Michael Bolt, needs to be onboarded for the Bangalore office. First, verify if 'm.bolt@techcorp.com' exists; otherwise, register him as an 'agent' with phone '+91-987-654-3210'. Next, add him to the 'L2 Service Desk' group and assign him any available Laptop. Once these assets are in place, create a n... | [
"add_new_user",
"add_new_group_member",
"send_notification",
"get_user",
"find_locations",
"update_configuration_item",
"find_group_by_name",
"create_incident",
"list_users",
"find_configuration_items"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765893060767_9rwtfbbp7.sql", "context": {"x-itsm-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fw... | [{"verifier_type": "database_state", "name": "Assigning item", "description": "Assigning item", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "select count() from configuration_item where configuration_item_id = 'CI_035' and status = 'in_use' and owner_id = (select user_id from users where first_name = 'Mi... | eog-gemini-gemini-3.5-flash-oh-task_20251219_115925_475_1d219d93_53d34d23 | The new employee, Michael Bolt, needs to be onboarded for the Bangalore office. First, verify if 'm.bolt@techcorp.com' exists; otherwise, register him as an 'agent' with phone '+91-987-654-3210'. Next, add him to the 'L2 Service Desk' group and assign him any available Laptop. Once these assets are in place, create a n... | The new employee, Michael Bolt, needs to be onboarded for the Bangalore office. First, verify if 'm.bolt@techcorp.com' exists; otherwise, register him as an 'agent' with phone '+91-987-654-3210'. Next, add him to the 'L2 Service Desk' group and assign him any available Laptop. Once these assets are in place, create a n... | 11 | runs/enterprise_ops_gym_test/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_115925_475_1d219d93_53d34d23.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 107,306 | 4,349 | 5,267 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Adding new user":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"select count() from users where first_name = 'M... | enterprise-ops-gym |
task_20251210_200511_673_4a23b9c9_dcd88f59 | drive | # **Drive Management Assistant Policy**
**Role:** Drive Management Assistant
**Mandate:** Secure and accurate management of user content, permissions, and organization within Google Drive and Shared Drives.
You must operate exclusively based on **confirmed user permissions**, **existing file states**, and **database... | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report for 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file directly or via shared drive. | [
"get_drive",
"list_files",
"list_comments",
"list_permission",
"create_replies"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764776317015_jplw4hf1v.sql", "context": {"x-auth-token": "ya29.mVYohQ8RoT4cygeLO8MLUT3ma539LYO0YRjG4ZZiPN5v4iUrvB1BsO7SWPZhBlaqhpPvtO29Yfm44WISnlYgQzTdlN5u7Uz... | [{"verifier_type": "database_state", "name": "Ensure Annual Report 2023 exists", "description": "Ensure Annual Report 2023 exists", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM files INNER JOIN users ON (users.id = files.created_by) WHERE files.name = 'Annual Report 2023.pdf'... | eog-gemini-gemini-3.5-flash-oh-task_20251210_200511_673_4a23b9c9_dcd88f59 | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report for 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file directly or via shared drive. | Wang Jun (wjun@apple.com) suggested in his comment that numbers in the annual report for 2023 do not match. I just made na update. Let him know and ask for review again: "Just made the update, can you have a look again?". Check if Wang still has access to this file directly or via shared drive. | 19 | 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_200511_673_4a23b9c9_dcd88f59.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 349,685 | 9,014 | 10,699 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Check if my reply is against correct comment":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) F... | enterprise-ops-gym |
task_20260106_123222_425_8e9e30d7_7dea421b | teams | # **Teams Assistant Policy**
You are a **Microsoft Teams Management Assistant**.
Your goal is to assist users in managing Teams, channels, chats, meetings, and related collaboration objects while adhering to organizational security, access, and data governance policies.
You must always act on **confirmed context** a... | We're kicking off the Q2 product roadmap. Create a new private channel named Product Launch 2026 under the TechCorp Solutions Team and add Alice and Bob as members. Add a Planner tab called Launch Tasks linked to our company site. Post a message in the channel that the Launch planning has started. | [
"add_channel_member",
"create_channel",
"list_users",
"list_teams",
"send_channel_message",
"add_tabs_to_channels",
"list_teams_apps"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-teams-mcp", "mcp_server_url": "http://localhost:8002", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/teams/dbs/db_1764062937262_iucmwunax.sql", "context": {"x-teams-access-token": "ya29.A0ARrdaM-super999unique888token777special666.SuperUserAllPermissionsTokenAccess_99-99"}, "user... | [{"verifier_type": "database_state", "name": "Product Launch 2026 Channel Created", "description": "Product Launch 2026 Channel Created", "gym_name": "gym-teams-mcp", "validation_config": {"query": "SELECT COUNT(*) AS count FROM channels c JOIN teams t ON c.team_id = t.team_id WHERE c.display_name = 'Product Launch 202... | eog-gpt-5.5-2026-04-23-oh-task_20260106_123222_425_8e9e30d7_7dea421b | We're kicking off the Q2 product roadmap. Create a new private channel named Product Launch 2026 under the TechCorp Solutions Team and add Alice and Bob as members. Add a Planner tab called Launch Tasks linked to our company site. Post a message in the channel that the Launch planning has started. | We're kicking off the Q2 product roadmap. Create a new private channel named Product Launch 2026 under the TechCorp Solutions Team and add Alice and Bob as members. Add a Planner tab called Launch Tasks linked to our company site. Post a message in the channel that the Launch planning has started. | 4 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_123222_425_8e9e30d7_7dea421b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 14,503 | 3,153 | 3,560 | {"database_cleanup_succeeded":true,"domain":"teams","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Alice Johnson Added to Channel":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS count FROM... | 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-fireworks_ai-accounts-fireworks-models-minimax-m3-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/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260115_170553_772_ae7b45e2_daae994c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 26,179 | 596 | 1,375 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{" Verify Shared Drives Retrieved":{"actual":171,"comparison_type":"greater_than","details":"Comparison greater_than: 171 vs 1","expected":1,"passed":true,"query":"SELECT COUNT... | enterprise-ops-gym |
task_20260106_170941_065_df2c536d_5b164657 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Update the project management calendar description to 'Official tracking for Project Alpha, managed by Alice'. Next, the sprint planning event is no longer needed; please delete that event. Replace it with a new 30-minute event called Project Alpha Sync at 9 AM (America/New_York time) next Monday (17th Nov 2025), and ... | [
"delete_acl_rule",
"list_events",
"create_event",
"list_acl_rules",
"delete_event",
"get_calendar_list",
"patch_calendar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767718417243_3x8v487ma.sql", "context": {"x-access-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_info... | [{"verifier_type": "database_state", "name": "Calendar description updated", "description": "Verifies 'Project Management' calendar (alice-projects) description was updated.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM calendars WHERE calendar_id = 'alice-projects' AND description ... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260106_170941_065_df2c536d_5b164657 | Update the project management calendar description to 'Official tracking for Project Alpha, managed by Alice'. Next, the sprint planning event is no longer needed; please delete that event. Replace it with a new 30-minute event called Project Alpha Sync at 9 AM (America/New_York time) next Monday (17th Nov 2025), and ... | Update the project management calendar description to 'Official tracking for Project Alpha, managed by Alice'. Next, the sprint planning event is no longer needed; please delete that event. Replace it with a new 30-minute event called Project Alpha Sync at 9 AM (America/New_York time) next Monday (17th Nov 2025), and ... | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_170941_065_df2c536d_5b164657.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 39,105 | 798 | 1,782 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":4,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"ACL rule deleted":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) FROM acls WHERE id = 'acl... | enterprise-ops-gym |
task_20260106_170952_179_e0ac0c6d_791fba5e | calendar | You are a highly capable and intelligent AI assistant designed to help users by executing tasks. You have access to a variety of tools and are expected to use them to answer questions and fulfill requests.
**Your Thought Process:**
1. **Analyze the Request:** Carefully analyze the user's latest message to understand ... | I'm updating my calendars for Q4. First, please make sure my Project Management calendar is visible again. Then update its description to mention that it's now focused on Q4 project planning and engineering alignment. I also need a new event added to my Project Management calendar called "Q4 Kickoff – Engineering & Pro... | [
"update_calendar_in_list",
"create_event",
"get_calendar_list",
"update_calendar"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767381239880_ibbsoh6gc.sql", "context": {"x-hr-user-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56"}, "user_inf... | [{"verifier_type": "database_state", "name": "Calendar List Retrieved", "description": "Verifies that the model retrieved calendar list to find calendar IDs and check visibility state before updating.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) as count FROM calendars WHERE user_id = '... | eog-gemini-gemini-3.5-flash-oh-task_20260106_170952_179_e0ac0c6d_791fba5e | I'm updating my calendars for Q4. First, please make sure my Project Management calendar is visible again. Then update its description to mention that it's now focused on Q4 project planning and engineering alignment. I also need a new event added to my Project Management calendar called "Q4 Kickoff – Engineering & Pro... | I'm updating my calendars for Q4. First, please make sure my Project Management calendar is visible again. Then update its description to mention that it's now focused on Q4 project planning and engineering alignment. I also need a new event added to my Project Management calendar called "Q4 Kickoff – Engineering & Pro... | 48 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_170952_179_e0ac0c6d_791fba5e.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 62,813 | 2,775 | 6,866 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":6,"resolved":true,"score":1,"total_verifiers":6,"verification_results":{"Architecture Review Meeting Event Created":{"actual":1,"comparison_type":"greater_than","details":"Comparison greater_than: 1 vs 0","expected":0,"passed":true,"query":"SELEC... | enterprise-ops-gym |
task_20251218_164829_676_97d7df7d_893f6b2c | itsm | # **ITSM Assistant Policy**
**Role:** ITSM Assistant (IT Service Management)
**Mandate:** Ensure the efficient, secure, and controlled delivery of IT services by managing the full lifecycle of Incidents, Service Requests, Changes, Problems, and Configuration Items (CIs) in strict accordance with defined policies and be... | Please work with the previously resolved incident that Benjamin reported, the one that was handled by the group named Level 1 Support Team, as this case will serve as the parent record for a related incident. The same user has now reported a new incident involving the service owned by me, describing intermittent screen... | [
"list_user_groups",
"get_user",
"send_notification",
"add_child_incident",
"find_configuration_items",
"create_incident",
"find_services",
"find_locations",
"list_users",
"get_incidents_assigned_to"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-itsm-mcp", "mcp_server_url": "http://localhost:8006", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/itsm/dbs/db_1765301900121_3mwjj54xy.sql", "context": {"x-itsm-user-token": "admin_token_marcus_2024_secure"}, "user_info": {"user_id": "USER_001", "name": "Marcus Thompson", "email... | [{"verifier_type": "database_state", "name": "verify_child_incident_created", "description": "Incident created with correct attributes", "gym_name": "gym-itsm-mcp", "validation_config": {"query": "SELECT COUNT(*) FROM incident WHERE incident_id = 'INC_024' AND caller_id = 'USER_005' AND service = 'SVC_001' AND configur... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251218_164829_676_97d7df7d_893f6b2c | Please work with the previously resolved incident that Benjamin reported, the one that was handled by the group named Level 1 Support Team, as this case will serve as the parent record for a related incident. The same user has now reported a new incident involving the service owned by me, describing intermittent screen... | Please work with the previously resolved incident that Benjamin reported, the one that was handled by the group named Level 1 Support Team, as this case will serve as the parent record for a related incident. The same user has now reported a new incident involving the service owned by me, describing intermittent screen... | 12 | runs/enterprise_ops_gym_test/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_164829_676_97d7df7d_893f6b2c.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 85,113 | 2,633 | 4,246 | {"database_cleanup_succeeded":true,"domain":"itsm","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"verify_child_incident_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM incident WH... | enterprise-ops-gym |
task_20260102_162857_012_391f1eff_39478d55 | csm | CSM Agent Policy
You are a Customer Service Management assistant. Your goal is to assist users in the Customer Service Management lifecycle by helping them register cases, validate entitlements, manage customer assets, raise escalations, attach relevant knowledge, close cases, and in other related processes effectivel... | Marc Henry reached out to report about his software SUSE Linux Enterprise Server 15 Variant 5 that is causing shutdown failures affecting his production work. Create a case for investigation and link knowledge article for resolving the case. | [
"link_case_knowledge",
"find_entitlements",
"find_user",
"find_product",
"retrieve_knowledge",
"find_contact_by_portal_user",
"create_new_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-csm-server", "mcp_server_url": "http://localhost:8001", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/csm/dbs/db_1762254390925_u5icw4thh.sql", "context": {"x-user-email": "tabitha.bullock@servicenow.com"}, "user_info": {"user_id": 3, "name": "Tabitha Bullock", "email": "tabitha.bu... | [{"verifier_type": "database_state", "name": "New case", "description": "validate case", "gym_name": "sn-csm-server", "validation_config": {"query": "SELECT COUNT(*) FROM customer_case WHERE case_id = 1233 AND account_id = 8 AND contact_id = 10 AND product_id = 25 AND channel = 'web' AND priority = 'moderate' AND stat... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260102_162857_012_391f1eff_39478d55 | Marc Henry reached out to report about his software SUSE Linux Enterprise Server 15 Variant 5 that is causing shutdown failures affecting his production work. Create a case for investigation and link knowledge article for resolving the case. | Marc Henry reached out to report about his software SUSE Linux Enterprise Server 15 Variant 5 that is causing shutdown failures affecting his production work. Create a case for investigation and link knowledge article for resolving the case. | 8 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-csm_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260102_162857_012_391f1eff_39478d55.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 35,388 | 738 | 1,461 | {"database_cleanup_succeeded":true,"domain":"csm","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Link kb":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM case_knowledge WHERE case_kb_id = 5... | enterprise-ops-gym |
task_20260105_175342_189_e5bf1251_60089921 | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I need to set up a new custom email alias for my business communications and configure it to send through an external SMTP server.
First, show me all my current send-as aliases to see what I have configured. Then look at my business alias (the one with "business" in the name) and check its verification status.
After th... | [
"update_send_as_alias",
"get_send_as_alias",
"list_send_as_aliases"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_eve_2025_p1o2i3u4y5t6r7e8w9q0a1s2d3f4g5h6", "user_id": "user_005", "primary_email": "eve@freelanc... | [{"verifier_type": "database_state", "name": "Confirm SMTP Configuration Added", "description": "Confirm SMTP Configuration Added", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM send_as_aliases sa\nJOIN users u ON u.id = sa.user_id\nWHERE u.primary_email = 'eve@freelancer.net... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20260105_175342_189_e5bf1251_60089921 | I need to set up a new custom email alias for my business communications and configure it to send through an external SMTP server.
First, show me all my current send-as aliases to see what I have configured. Then look at my business alias (the one with "business" in the name) and check its verification status.
After th... | I need to set up a new custom email alias for my business communications and configure it to send through an external SMTP server.
First, show me all my current send-as aliases to see what I have configured. Then look at my business alias (the one with "business" in the name) and check its verification status.
After th... | 2 | 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_175342_189_e5bf1251_60089921.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 5,498 | 131 | 585 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Confirm SMTP Configuration Added":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COUNT(*) AS cnt\nFRO... | 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-gemini-gemini-3.5-flash-oh-task_20251203_133512_548_e81f6083_738dfe0c | Find all calendars and identify any whose summaries contain 'Design,' 'Marketing,' or 'Research.' Create three new calendars, 'Creative Operations - Design (2025)', 'Creative Operations - Marketing (2025)', and 'Creative Operations - Research (2025)', using my settings. Fully update the metadata for each new calendar b... | Find all calendars and identify any whose summaries contain 'Design,' 'Marketing,' or 'Research.' Create three new calendars, 'Creative Operations - Design (2025)', 'Creative Operations - Marketing (2025)', and 'Creative Operations - Research (2025)', using my settings. Fully update the metadata for each new calendar b... | 12 | runs/enterprise_ops_gym_test/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_133512_548_e81f6083_738dfe0c.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 61,099 | 6,982 | 8,557 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":11,"resolved":true,"score":1,"total_verifiers":11,"verification_results":{"verify_design_calendar_created":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM calen... | enterprise-ops-gym |
task_20260114_124106_138_1628b966_ddc2587a | hybrid | # **Email Management Assistant Policy**
**Role:** Email Management Assistant
**Mandate:** Secure, accurate, and efficient management of user email communications (Messages, Drafts, Threads, Labels, Filters, and Settings).
You must act solely based on **confirmed user context** and **existing data integrity rules**. ... | Please find my primary send-as aliases and take the display name from there. I want you to change my first and last names in csm to the same name I have in my display name there.
After that, create a new send-as alias using my previous first and last names from the csm and the signature "Thank you! Best regards, your J... | [
"send_message",
"update_user_details",
"get_draft",
"list_drafts",
"verify_send_as_alias",
"list_users",
"create_send_as_alias",
"list_send_as_aliases"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hybrid/dbs/db_1765361971944_6ld5uejbx.sql", "context": {"x-email-user-token": "Kx5XwZK6imPxgyAE88USnS4lF3np3br81Tf9FZr4Vno", "user_id": "104daf4b-2023-49f1-8def-39b4e9dcda5e", "pr... | [{"verifier_type": "database_state", "name": "Check that the send as alias is created as requested and verified", "description": "Check that the send as alias is created as requested and verified", "gym_name": "gym-email-mcp", "validation_config": {"query": "select count(*) from send_as_aliases where user_id = '104daf4... | eog-gpt-5.5-2026-04-23-oh-task_20260114_124106_138_1628b966_ddc2587a | Please find my primary send-as aliases and take the display name from there. I want you to change my first and last names in csm to the same name I have in my display name there.
After that, create a new send-as alias using my previous first and last names from the csm and the signature "Thank you! Best regards, your J... | Please find my primary send-as aliases and take the display name from there. I want you to change my first and last names in csm to the same name I have in my display name there.
After that, create a new send-as alias using my previous first and last names from the csm and the signature "Thank you! Best regards, your J... | 8 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hybrid_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260114_124106_138_1628b966_ddc2587a.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 68,919 | 1,360 | 1,951 | {"database_cleanup_succeeded":true,"domain":"hybrid","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"Check that the first and last names are updated successfully":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":"1","passed":false,"quer... | enterprise-ops-gym |
task_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-fireworks_ai-accounts-fireworks-models-minimax-m3-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... | 10 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-teams_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260109_060901_602_8e9e30d7_06581f9f.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | fireworks_ai/accounts/fireworks/models/minimax-m3 | 67,912 | 1,435 | 4,629 | {"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_20251226_110144_731_b25153b4_773380f8 | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | We’re trying to streamline our onboarding work in Talent Management, and I’d like to shift everything to a single lifecycle service. Please create a new HR service called End-to-End New Hire Lifecycle with fulfilment type as lifecycle event, using the existing topic detail New Hire Onboarding and the New Hire Provision... | [
"list_user_skills",
"create_new_hr_service",
"list_hr_criteria",
"get_hr_service_by_name",
"update_service_template",
"update_hr_service",
"get_service_templates",
"link_knowledge_to_hr_case",
"list_users",
"update_hr_criteria",
"retrieve_knowledge_articles",
"add_new_skill_to_user",
"get_to... | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "Verify the service template change request values were updated", "description": "Verify the service template change request values were updated", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM service_template st\nWHERE st.name = ... | eog-gpt-5.5-2026-04-23-oh-task_20251226_110144_731_b25153b4_773380f8 | We’re trying to streamline our onboarding work in Talent Management, and I’d like to shift everything to a single lifecycle service. Please create a new HR service called End-to-End New Hire Lifecycle with fulfilment type as lifecycle event, using the existing topic detail New Hire Onboarding and the New Hire Provision... | We’re trying to streamline our onboarding work in Talent Management, and I’d like to shift everything to a single lifecycle service. Please create a new HR service called End-to-End New Hire Lifecycle with fulfilment type as lifecycle event, using the existing topic detail New Hire Onboarding and the New Hire Provision... | 1 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251226_110144_731_b25153b4_773380f8.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 8,215 | 511 | 631 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":0,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"Verify KB “New Hire Orientation” linked as suggested":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 1","expected":1,"passed":false,"query":"SELECT COU... | enterprise-ops-gym |
task_20251205_162218_909_4d9df647_8538c2ae | drive | You are a helpful Drive assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | Hey, quick heads-up the external partner "external.user@partner.com" still can’t seem to open the Product Overview file. Could you check what’s going on and make sure they actually have the right kind of access?
Also, that marketing presentation deadline has been gone for a bit now, so whenever it makes sense, go ahea... | [
"list_permission",
"list_files",
"list_drives",
"list_files_labels",
"update_files",
"create_comments",
"delete_files",
"create_permission",
"modify_files_labels",
"create_file"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-google-drive-mcp", "mcp_server_url": "http://localhost:8009", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/drive/dbs/db_1764037585904_8n9do49ia.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3WCIsImVtYWlsIjoic2F... | [{"verifier_type": "database_state", "name": "External Partner Access Granted", "description": "Verify that external.user@partner.com has reader access to the Product Overview file", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) \nFROM permissions \nWHERE file_id IN (\n SELECT i... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251205_162218_909_4d9df647_8538c2ae | Hey, quick heads-up the external partner "external.user@partner.com" still can’t seem to open the Product Overview file. Could you check what’s going on and make sure they actually have the right kind of access?
Also, that marketing presentation deadline has been gone for a bit now, so whenever it makes sense, go ahea... | Hey, quick heads-up the external partner "external.user@partner.com" still can’t seem to open the Product Overview file. Could you check what’s going on and make sure they actually have the right kind of access?
Also, that marketing presentation deadline has been gone for a bit now, so whenever it makes sense, go ahea... | 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_20251205_162218_909_4d9df647_8538c2ae.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 69,897 | 2,020 | 3,806 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":6,"verification_results":{" Old Social Media Banner Deleted":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) \nFROM files... | enterprise-ops-gym |
task_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-gpt-5.5-2026-04-23-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... | 18 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251224_150114_483_a8eea1c0_d44f97ad.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gpt-5.5-2026-04-23 | 129,035 | 3,506 | 4,499 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":18,"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_20260106_213903_609_e7cfb93b_5e95c001 | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I want to build a proper review pipeline inside my mailbox.
Start by gathering every message that references a meeting, milestone, review, or proposal.
Label those messages as “Needs Review”.
Now look at the threads these messages belong to.
If the thread has more than one message in it, label all messages in that thr... | [
"list_labels",
"list_messages",
"modify_message",
"modify_thread",
"get_thread",
"create_label"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_alice_2025_a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6", "user_id": "user_001", "primary_email": "alice@exam... | [{"verifier_type": "database_state", "name": "needs_review_applied", "description": "Checks that messages containing relevant keywords received the \u201cNeeds Review\u201d label.", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*)\nFROM message_labels ml\nJOIN labels l ON ml.label_id = l.id\... | eog-gemini-gemini-3.5-flash-oh-task_20260106_213903_609_e7cfb93b_5e95c001 | I want to build a proper review pipeline inside my mailbox.
Start by gathering every message that references a meeting, milestone, review, or proposal.
Label those messages as “Needs Review”.
Now look at the threads these messages belong to.
If the thread has more than one message in it, label all messages in that thr... | I want to build a proper review pipeline inside my mailbox.
Start by gathering every message that references a meeting, milestone, review, or proposal.
Label those messages as “Needs Review”.
Now look at the threads these messages belong to.
If the thread has more than one message in it, label all messages in that thr... | 13 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-email_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_213903_609_e7cfb93b_5e95c001.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 111,083 | 7,089 | 8,136 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"active_thread_correctness":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*)\nFROM message_labels... | enterprise-ops-gym |
task_20251204_144745_585_e5bf1251_4e4c189d | email | You are a helpful Email assistant with access to all available tools. Operate in a safe and fully authorized environment—you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform exactly one lookup per entity type, verify that you are reusing ... | I need to review recent changes to my mailbox and set up push notifications so I'm alerted about important emails.
First, show me the history of changes to my mailbox starting from history ID "10" - I want to see what messages were added/deleted or what label changes happened since then. Focus on showing me the most re... | [
"get_user_profile",
"list_labels",
"list_history",
"watch_user_mailbox"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-email-mcp", "mcp_server_url": "http://localhost:8004", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/email/dbs/db_1763188937209_paq12p3yu.sql", "context": {"x-email-user-token": "tok_bob_2025_q1w2e3r4t5y6u7i8o9p0a1s2d3f4g5h6", "user_id": "user_002", "primary_email": "bob@company.... | [{"verifier_type": "database_state", "name": "Confirm Watch Subscription Created", "description": "Verify that new watch subscription exists with correct topic and label filtering", "gym_name": "gym-email-mcp", "validation_config": {"query": "SELECT COUNT(*) AS cnt\nFROM watch_subscriptions ws\nJOIN users u ON u.id = w... | eog-gemini-gemini-3.5-flash-oh-task_20251204_144745_585_e5bf1251_4e4c189d | I need to review recent changes to my mailbox and set up push notifications so I'm alerted about important emails.
First, show me the history of changes to my mailbox starting from history ID "10" - I want to see what messages were added/deleted or what label changes happened since then. Focus on showing me the most re... | I need to review recent changes to my mailbox and set up push notifications so I'm alerted about important emails.
First, show me the history of changes to my mailbox starting from history ID "10" - I want to see what messages were added/deleted or what label changes happened since then. Focus on showing me the most re... | 5 | runs/enterprise_ops_gym_test/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_144745_585_e5bf1251_4e4c189d.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 16,606 | 2,191 | 2,692 | {"database_cleanup_succeeded":true,"domain":"email","passed_verifiers":2,"resolved":true,"score":1,"total_verifiers":2,"verification_results":{"Confirm User Has Multiple Active Watches":{"actual":2,"comparison_type":"greater_than","details":"Comparison greater_than: 2 vs 1","expected":1,"passed":true,"query":"SELECT CO... | enterprise-ops-gym |
task_20251128_220140_863_df2c536d_4aa7dcfd | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, meetings, recordings, and messages. Operate in a safe and fully authorized environment — you do not need to ask for confirmation or permission before taking action. When identifiers such as names or IDs are missing, perform... | Create an all-day 'Code Freeze' confirmed event on my Dev calendar for November 15th, 2025. Mark it as Focus Time that automatically declines all conflicting invitations with the message 'Q4 Code Freeze in effect.' The event should have the color id of the background color, #e1e1e1 while the calendar should use the ful... | [
"update_calendar_in_list",
"get_colors",
"get_calendar_list",
"insert_acl_rule",
"create_event"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1764361046464_47vxzhsli.sql", "context": {"x-access-token": "ya29.A0ARrdaM-Zx8Nw3Q4pVb6Ls9R1mT0cG2uF5yH7kJd8sA1Lq2.wErtYuIoPaSdFgHjKlZxCvBnM987_65-43"}, "user_info"... | [{"verifier_type": "database_state", "name": "code_freeze_focus_time_event", "description": "code_freeze_focus_time_event", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM events e WHERE e.calendar_id = 'bob-development' AND e.summary = 'Code Freeze' AND e.eventType = 'focusTime' AND e.... | eog-gemini-gemini-3.5-flash-oh-task_20251128_220140_863_df2c536d_4aa7dcfd | Create an all-day 'Code Freeze' confirmed event on my Dev calendar for November 15th, 2025. Mark it as Focus Time that automatically declines all conflicting invitations with the message 'Q4 Code Freeze in effect.' The event should have the color id of the background color, #e1e1e1 while the calendar should use the ful... | Create an all-day 'Code Freeze' confirmed event on my Dev calendar for November 15th, 2025. Mark it as Focus Time that automatically declines all conflicting invitations with the message 'Q4 Code Freeze in effect.' The event should have the color id of the background color, #e1e1e1 while the calendar should use the ful... | 12 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251128_220140_863_df2c536d_4aa7dcfd.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 156,879 | 5,974 | 9,347 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":2,"resolved":false,"score":0,"total_verifiers":3,"verification_results":{"carol_reader_acl":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM acls a WHERE a.calen... | enterprise-ops-gym |
task_20251124_112741_995_0a0bf089_3906a767 | calendar | You are a Google Calendar automation agent with full administrative permissions to manage users, calendars, ACLs, settings, and events. Operate in a secure, trusted environment and execute actions automatically without asking for confirmation. Always verify identifiers such as calendarId and eventId with a single looku... | Create a new secondary Google Calendar titled “Helios Innovation Roadmap” in the New York timezone (America/New_York) with the description “Strategy and roadmap milestones.” After creating the calendar, update it to set the location as “New York HQ” and add it to my calendar list using colorId 7. Then, on this new cale... | [
"patch_calendar",
"create_calendar",
"add_calendar_to_list",
"create_event"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1762357536790_net0vkzbu.sql", "context": {"x-access-token": "ya29.A0ARrdaM-p3Lk9Vb6Qw2Zx8N1sT4mH7gF5yR0uJc2ePq.ZxCvBnMlKjHgFfDsaQwErTyUiOpAsDfGhJk_77-11"}, "user_in... | [{"verifier_type": "database_state", "name": "Verify calendar color", "description": "Ensure the calendar is assigned color ID 7.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) AS count FROM calendars WHERE summary = 'Helios Innovation Roadmap' AND CAST(color_id AS INTEGER) = 7;", "expect... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251124_112741_995_0a0bf089_3906a767 | Create a new secondary Google Calendar titled “Helios Innovation Roadmap” in the New York timezone (America/New_York) with the description “Strategy and roadmap milestones.” After creating the calendar, update it to set the location as “New York HQ” and add it to my calendar list using colorId 7. Then, on this new cale... | Create a new secondary Google Calendar titled “Helios Innovation Roadmap” in the New York timezone (America/New_York) with the description “Strategy and roadmap milestones.” After creating the calendar, update it to set the location as “New York HQ” and add it to my calendar list using colorId 7. Then, on this new cale... | 6 | runs/enterprise_ops_gym_test/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_20251124_112741_995_0a0bf089_3906a767.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 24,903 | 796 | 1,637 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":3,"resolved":false,"score":0,"total_verifiers":5,"verification_results":{"Verify attendees added":{"actual":2,"comparison_type":"equals","details":"Comparison equals: 2 vs 2","expected":2,"passed":true,"query":"SELECT COUNT(*) AS count FROM atten... | enterprise-ops-gym |
task_20251223_194142_190_46ca2862_d9cae434 | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Mckenzie Mendez (Ac No: ACC-242-657) sent a message requesting time off due to a planned medical procedure next month. Please create a leave request case with a description noting the upcoming medical leave under Leave Of Absence service. Assign the case to Joanne Simpson and make sure the HR Service Desk is reviewing ... | [
"add_new_group_member",
"create_new_hr_case",
"get_user_using_name",
"get_hr_service_by_name",
"find_group_by_name",
"list_group_members"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAzOSIsImlzcyI6Iml0c20ifQ.Ab6_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "add_new_group_member", "description": "add_new_group_member", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) AS cnt FROM user_group_member WHERE group_id = 4 AND user_id = 4", "expected_value": 1, "comparison_type": "equals"}}, {"verifier_type... | eog-fireworks_ai-accounts-fireworks-models-minimax-m3-oh-task_20251223_194142_190_46ca2862_d9cae434 | Mckenzie Mendez (Ac No: ACC-242-657) sent a message requesting time off due to a planned medical procedure next month. Please create a leave request case with a description noting the upcoming medical leave under Leave Of Absence service. Assign the case to Joanne Simpson and make sure the HR Service Desk is reviewing ... | Mckenzie Mendez (Ac No: ACC-242-657) sent a message requesting time off due to a planned medical procedure next month. Please create a leave request case with a description noting the upcoming medical leave under Leave Of Absence service. Assign the case to Joanne Simpson and make sure the HR Service Desk is reviewing ... | 9 | runs/enterprise_ops_gym_test/minimax/minimax-M3/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/fireworks_ai/accounts/fireworks/models/minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251223_194142_190_46ca2862_d9cae434.tar.gz | minimax-m3_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | fireworks_ai/accounts/fireworks/models/minimax-m3 | 36,620 | 2,449 | 3,601 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":1,"resolved":false,"score":0,"total_verifiers":2,"verification_results":{"add_new_group_member":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) AS cnt FROM user_group_memb... | enterprise-ops-gym |
task_20260106_103319_873_baf0b358_69ce7445 | calendar | You are a Google Calendar automation agent with full admin rights to manage users, calendars, and events. Work in a secure, trusted environment and execute actions without asking for confirmation. Always verify users or calendar details with a single lookup before acting. Use accurate data only, never make assumptions.... | The system is currently reporting a 'NovaX Launch' Sync Failure. It appears that a critical dependency is missing: the 'Product Launches' container cannot be found within the America/Los_Angeles namespace (which requires #9fc6e7 background and #1d1d1d foreground styling).
Consequently, the process indicates that the m... | [
"update_calendar_in_list",
"move_event",
"get_colors",
"list_events",
"create_calendar",
"insert_acl_rule",
"watch_events",
"get_calendar_list"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "gym-calendar", "mcp_server_url": "http://localhost:8003", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/calendar/dbs/db_1767172809457_tj3iyf108.sql", "context": {"x-email-user-token": "ya29.A0ARrdaM-k9Vq7GzY2pL4mQf8sN1xT0bR3uHcJWv5yKzP6eF2.qwErTyUIopASDfGhJkLzXcVbNm12_34-56", "user-i... | [{"verifier_type": "database_state", "name": "Change color", "description": "Change the event background and foreground color.", "gym_name": "gym-calendar", "validation_config": {"query": "SELECT COUNT(*) FROM calendars WHERE summary = 'Product Launches' AND (color_id = 5 OR color_id = 19)", "expected_value": 1, "compa... | eog-gemini-gemini-3.5-flash-oh-task_20260106_103319_873_baf0b358_69ce7445 | The system is currently reporting a 'NovaX Launch' Sync Failure. It appears that a critical dependency is missing: the 'Product Launches' container cannot be found within the America/Los_Angeles namespace (which requires #9fc6e7 background and #1d1d1d foreground styling).
Consequently, the process indicates that the m... | The system is currently reporting a 'NovaX Launch' Sync Failure. It appears that a critical dependency is missing: the 'Product Launches' container cannot be found within the America/Los_Angeles namespace (which requires #9fc6e7 background and #1d1d1d foreground styling).
Consequently, the process indicates that the m... | 9 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-calendar_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260106_103319_873_baf0b358_69ce7445.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gemini/gemini-3.5-flash | 96,841 | 3,394 | 4,503 | {"database_cleanup_succeeded":true,"domain":"calendar","passed_verifiers":5,"resolved":true,"score":1,"total_verifiers":5,"verification_results":{"Change color":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM calendars WHERE summary =... | enterprise-ops-gym |
task_20251205_143732_430_4d9df647_6aceefba | 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, we’ve had a few mix-ups lately with people getting into files they really shouldn’t, so I just want to tighten things up a bit.
I want all the marketing files priority labeled as critical with fieldId and labelId(priority, 01JBQM3K8TGHZX9RNVQM5Y2P9U). If there’s anyone else besides me who can access the files, pl... | [
"list_permission",
"watch_changes",
"resolve_accessproposals",
"delete_permission",
"get_changes_start_page_token",
"modify_files_labels",
"list_accessproposals",
"list_drives",
"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_1764037585904_8n9do49ia.sql", "context": {"x-auth-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIwMUpCUU0zSzhUR0haWDlSTlZRTTVZMlA3WCIsImVtYWlsIjoic2F... | [{"verifier_type": "database_state", "name": "All Marketing Files Labeled as Critical", "description": "Verify that all files in the Marketing Resources drive have the \"critical\" label", "gym_name": "gym-google-drive-mcp", "validation_config": {"query": "SELECT COUNT(*) \nFROM files f\nLEFT JOIN file_labels fl ON f.i... | eog-gpt-5.5-2026-04-23-oh-task_20251205_143732_430_4d9df647_6aceefba | Hey, we’ve had a few mix-ups lately with people getting into files they really shouldn’t, so I just want to tighten things up a bit.
I want all the marketing files priority labeled as critical with fieldId and labelId(priority, 01JBQM3K8TGHZX9RNVQM5Y2P9U). If there’s anyone else besides me who can access the files, pl... | Hey, we’ve had a few mix-ups lately with people getting into files they really shouldn’t, so I just want to tighten things up a bit.
I want all the marketing files priority labeled as critical with fieldId and labelId(priority, 01JBQM3K8TGHZX9RNVQM5Y2P9U). If there’s anyone else besides me who can access the files, pl... | 36 | runs/enterprise_ops_gym_test/openai/gpt-5.5-med/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-drive_test/gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20251205_143732_430_4d9df647_6aceefba.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 118,859 | 5,094 | 8,126 | {"database_cleanup_succeeded":true,"domain":"drive","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{" Access Proposals Handled":{"actual":0,"comparison_type":"equals","details":"Comparison equals: 0 vs 0","expected":0,"passed":true,"query":"SELECT COUNT(*) \nFROM access_propos... | enterprise-ops-gym |
task_20260111_151647_667_a8eea1c0_c7c264ba | hr | # HR MANAGEMENT ASSISTANT POLICY
**Role:** HR Management Assistant
**System Scope:** Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
**Compliance Level:** Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficien... | Onboarding case HRC0000720 is currently in planning but I need it set to moderate priority and handled by Anne Medina. She needs the Visa Compliance Skill for this. I also want to make sure she's a member of the HR Service Desk Group. To prevent having to do this manually next time, create a Moderate Onboarding Visa Ro... | [
"add_new_group_member",
"list_skills",
"list_user_groups",
"list_group_members",
"add_new_skill_to_user",
"add_new_assignment_rule",
"update_notification",
"add_new_skill",
"update_hr_case",
"list_hr_cases",
"get_user_using_name",
"find_notifications_sent_for_incident"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765227945688_occ0a7ed3.sql", "context": {"x-hr-user-token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJVU0VSXzAwNCIsImlzcyI6Iml0c20ifQ.kL3_dflKxwRJSMeKKF2QT4fwpM... | [{"verifier_type": "database_state", "name": "visa_compliance_skill_creation", "description": "Verifies that the Visa Compliance skill was created with active status in the correct organization.", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*) FROM skill WHERE skill_id = 20 AND name = 'Vi... | eog-gemini-gemini-3.5-flash-oh-task_20260111_151647_667_a8eea1c0_c7c264ba | Onboarding case HRC0000720 is currently in planning but I need it set to moderate priority and handled by Anne Medina. She needs the Visa Compliance Skill for this. I also want to make sure she's a member of the HR Service Desk Group. To prevent having to do this manually next time, create a Moderate Onboarding Visa Ro... | Onboarding case HRC0000720 is currently in planning but I need it set to moderate priority and handled by Anne Medina. She needs the Visa Compliance Skill for this. I also want to make sure she's a member of the HR Service Desk Group. To prevent having to do this manually next time, create a Moderate Onboarding Visa Ro... | 14 | runs/enterprise_ops_gym_test/google/gemini-3.5-flash/enterpriseops-gym-Brendan__EnterpriseOps-Gym-v2-hr_test/gemini/gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval/conversations/task_20260111_151647_667_a8eea1c0_c7c264ba.tar.gz | gemini-3.5-flash_sdk_513653c_maxiter_100_N_sdk-inline-eval | false | gemini/gemini-3.5-flash | 155,761 | 4,954 | 6,277 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":5,"resolved":false,"score":0,"total_verifiers":7,"verification_results":{"anne_medina_skill_assignment":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*) FROM user_skill WHE... | enterprise-ops-gym |
task_20260112_141226_936_7aad91c1_61df8f2b | hr | HR MANAGEMENT ASSISTANT POLICY
Role: HR Management Assistant
System Scope: Internal Employee Services, HR Case Management, Personnel Data, and Policy Fulfillment.
Compliance Level: Strict, especially regarding PII/PHI.
You are an HR Management Assistant. Your primary goal is to facilitate the efficient, secure, and... | Hello, Sarah Chen sent me a text in chat.priority stating that there is an urgent issue with her most recent salary payment.Please open a new HR case under the Payroll Support service for Sarah Chen regarding an urgent payroll correction for her most recent salary payment (Account Number: 4242123456, Type: Checking).pr... | [
"create_hr_case_task",
"list_hr_cases",
"send_notification",
"get_hr_service_by_name",
"create_checklist",
"create_new_hr_case",
"update_hr_case"
] | [] | /mcp | 1 | true | [{"mcp_server_name": "sn-hr-internal", "mcp_server_url": "http://localhost:8008", "seed_database_file": "Domain Wise DBs and Task-DB Mappings/hr/dbs/db_1765529350682_48wb3wot7.sql", "context": {"x-hr-access-token": "hr_token_sarah_chen_001"}, "user_info": ""}] | [{"verifier_type": "database_state", "name": "Verify the new Payroll Support case for Sarah Chen", "description": "Verify the new Payroll Support case for Sarah Chen", "gym_name": "sn-hr-internal", "validation_config": {"query": "SELECT COUNT(*)\nFROM hr_case c\nJOIN hr_service s ON c.hr_service = s.hr_service_id\nJOIN... | eog-gpt-5.5-2026-04-23-oh-task_20260112_141226_936_7aad91c1_61df8f2b | Hello, Sarah Chen sent me a text in chat.priority stating that there is an urgent issue with her most recent salary payment.Please open a new HR case under the Payroll Support service for Sarah Chen regarding an urgent payroll correction for her most recent salary payment (Account Number: 4242123456, Type: Checking).pr... | Hello, Sarah Chen sent me a text in chat.priority stating that there is an urgent issue with her most recent salary payment.Please open a new HR case under the Payroll Support service for Sarah Chen regarding an urgent payroll correction for her most recent salary payment (Account Number: 4242123456, Type: Checking).pr... | 12 | 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_141226_936_7aad91c1_61df8f2b.tar.gz | gpt-5.5-2026-04-23_sdk_513653c_maxiter_100_N_sdk-inline-eval | true | gpt-5.5-2026-04-23 | 124,069 | 2,172 | 3,007 | {"database_cleanup_succeeded":true,"domain":"hr","passed_verifiers":4,"resolved":true,"score":1,"total_verifiers":4,"verification_results":{"Verify the checklist-type HR case task":{"actual":1,"comparison_type":"equals","details":"Comparison equals: 1 vs 1","expected":1,"passed":true,"query":"SELECT COUNT(*)\nFROM hr_c... | enterprise-ops-gym |
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