Datasets:
budget dict | difficulty string | domain string | fault_plan list | gold_summary string | initial_state unknown | instruction string | seed int64 | split string | success_criteria list | task_id string | tool_schemas list | toolset_id string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | crud | [] | v2_profile=tight; fault_family=clean | {
"accounts": {
"at0000": {
"id": "at0000",
"status": "active",
"tier": "enterprise"
},
"bt0000": {
"id": "bt0000",
"status": "active",
"tier": "premium"
}
}
} | Deactivate user account at0000; use reason duplicate_account. | 42,000 | train | [
{
"op": "equals",
"path": "accounts.at0000.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0000.closed_reason",
"value": "duplicate_account"
}
] | train_v2_crud_clean_easy_tight_00000 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | easy | crud | [] | v2_profile=standard; fault_family=clean | {
"accounts": {
"at0017": {
"id": "at0017",
"status": "active",
"tier": "enterprise"
},
"bt0017": {
"id": "bt0017",
"status": "active",
"tier": "premium"
}
}
} | Create a new account with id nt0017. | 42,001 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0017"
},
{
"op": "equals",
"path": "accounts.nt0017.status",
"value": "active"
}
] | train_v2_crud_clean_easy_standard_00001 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | easy | crud | [] | v2_profile=relaxed; fault_family=clean | {
"accounts": {
"at0034": {
"id": "at0034",
"status": "active",
"tier": "plus"
},
"bt0034": {
"id": "bt0034",
"status": "active",
"tier": "basic"
}
}
} | Update account at0034 so tier is premium. | 42,002 | train | [
{
"op": "equals",
"path": "accounts.at0034.tier",
"value": "premium"
}
] | train_v2_crud_clean_easy_relaxed_00002 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | medium | crud | [] | v2_profile=tight; fault_family=clean | {
"accounts": {
"at0051": {
"id": "at0051",
"status": "active",
"tier": "basic"
},
"bt0051": {
"id": "bt0051",
"status": "active",
"tier": "premium"
}
}
} | Archive account at0051 by closing it with reason duplicate_account. | 42,003 | train | [
{
"op": "equals",
"path": "accounts.at0051.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0051.closed_reason",
"value": "duplicate_account"
}
] | train_v2_crud_clean_medium_tight_00003 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | medium | crud | [] | v2_profile=standard; fault_family=clean | {
"accounts": {
"at0068": {
"id": "at0068",
"status": "active",
"tier": "premium"
},
"bt0068": {
"id": "bt0068",
"status": "active",
"tier": "enterprise"
}
}
} | Add customer account nt0068. | 42,004 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0068"
},
{
"op": "equals",
"path": "accounts.nt0068.status",
"value": "active"
}
] | train_v2_crud_clean_medium_standard_00004 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | medium | crud | [] | v2_profile=relaxed; fault_family=clean | {
"accounts": {
"at0085": {
"id": "at0085",
"status": "active",
"tier": "plus"
},
"bt0085": {
"id": "bt0085",
"status": "active",
"tier": "plus"
}
}
} | Update account at0085 so tier is enterprise. | 42,005 | train | [
{
"op": "equals",
"path": "accounts.at0085.tier",
"value": "enterprise"
}
] | train_v2_crud_clean_medium_relaxed_00005 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | hard | crud | [] | v2_profile=tight; fault_family=clean | {
"accounts": {
"at0102": {
"id": "at0102",
"status": "active",
"tier": "premium"
},
"bt0102": {
"id": "bt0102",
"status": "active",
"tier": "basic"
}
}
} | Deactivate user account at0102; use reason compliance. | 42,006 | train | [
{
"op": "equals",
"path": "accounts.at0102.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0102.closed_reason",
"value": "compliance"
}
] | train_v2_crud_clean_hard_tight_00006 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | hard | crud | [] | v2_profile=standard; fault_family=clean | {
"accounts": {
"at0119": {
"id": "at0119",
"status": "active",
"tier": "basic"
},
"bt0119": {
"id": "bt0119",
"status": "active",
"tier": "basic"
}
}
} | Add customer account nt0119. | 42,007 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0119"
},
{
"op": "equals",
"path": "accounts.nt0119.status",
"value": "active"
}
] | train_v2_crud_clean_hard_standard_00007 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | hard | crud | [] | v2_profile=relaxed; fault_family=clean | {
"accounts": {
"at0136": {
"id": "at0136",
"status": "active",
"tier": "enterprise"
},
"bt0136": {
"id": "bt0136",
"status": "active",
"tier": "plus"
}
}
} | Set the subscription tier for at0136 to basic. | 42,008 | train | [
{
"op": "equals",
"path": "accounts.at0136.tier",
"value": "basic"
}
] | train_v2_crud_clean_hard_relaxed_00008 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | crud | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=timeout | {
"accounts": {
"at0153": {
"id": "at0153",
"status": "active",
"tier": "plus"
},
"bt0153": {
"id": "bt0153",
"status": "active",
"tier": "premium"
}
}
} | Archive account at0153 by closing it with reason user_request. | 42,009 | train | [
{
"op": "equals",
"path": "accounts.at0153.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0153.closed_reason",
"value": "user_request"
}
] | train_v2_crud_timeout_easy_tight_00009 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | easy | crud | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=timeout | {
"accounts": {
"at0170": {
"id": "at0170",
"status": "active",
"tier": "plus"
},
"bt0170": {
"id": "bt0170",
"status": "active",
"tier": "basic"
}
}
} | Add customer account nt0170. | 42,010 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0170"
},
{
"op": "equals",
"path": "accounts.nt0170.status",
"value": "active"
}
] | train_v2_crud_timeout_easy_standard_00010 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | easy | crud | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=timeout | {
"accounts": {
"at0187": {
"id": "at0187",
"status": "active",
"tier": "premium"
},
"bt0187": {
"id": "bt0187",
"status": "active",
"tier": "enterprise"
}
}
} | Update account at0187 so tier is basic. | 42,011 | train | [
{
"op": "equals",
"path": "accounts.at0187.tier",
"value": "basic"
}
] | train_v2_crud_timeout_easy_relaxed_00011 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | medium | crud | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=timeout | {
"accounts": {
"at0204": {
"id": "at0204",
"status": "active",
"tier": "enterprise"
},
"bt0204": {
"id": "bt0204",
"status": "active",
"tier": "enterprise"
}
}
} | Deactivate user account at0204; use reason risk_review. | 42,012 | train | [
{
"op": "equals",
"path": "accounts.at0204.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0204.closed_reason",
"value": "risk_review"
}
] | train_v2_crud_timeout_medium_tight_00012 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | medium | crud | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=timeout | {
"accounts": {
"at0221": {
"id": "at0221",
"status": "active",
"tier": "basic"
},
"bt0221": {
"id": "bt0221",
"status": "active",
"tier": "plus"
}
}
} | Add customer account nt0221. | 42,013 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0221"
},
{
"op": "equals",
"path": "accounts.nt0221.status",
"value": "active"
}
] | train_v2_crud_timeout_medium_standard_00013 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | medium | crud | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=timeout | {
"accounts": {
"at0238": {
"id": "at0238",
"status": "active",
"tier": "enterprise"
},
"bt0238": {
"id": "bt0238",
"status": "active",
"tier": "enterprise"
}
}
} | Set the subscription tier for at0238 to basic. | 42,014 | train | [
{
"op": "equals",
"path": "accounts.at0238.tier",
"value": "basic"
}
] | train_v2_crud_timeout_medium_relaxed_00014 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | hard | crud | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=timeout | {
"accounts": {
"at0255": {
"id": "at0255",
"status": "active",
"tier": "enterprise"
},
"bt0255": {
"id": "bt0255",
"status": "active",
"tier": "enterprise"
}
}
} | Close account at0255 and mark the reason as user_request. | 42,015 | train | [
{
"op": "equals",
"path": "accounts.at0255.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0255.closed_reason",
"value": "user_request"
}
] | train_v2_crud_timeout_hard_tight_00015 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | hard | crud | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=timeout | {
"accounts": {
"at0272": {
"id": "at0272",
"status": "active",
"tier": "premium"
},
"bt0272": {
"id": "bt0272",
"status": "active",
"tier": "premium"
}
}
} | Create a new account with id nt0272. | 42,016 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0272"
},
{
"op": "equals",
"path": "accounts.nt0272.status",
"value": "active"
}
] | train_v2_crud_timeout_hard_standard_00016 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | hard | crud | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=timeout | {
"accounts": {
"at0289": {
"id": "at0289",
"status": "active",
"tier": "basic"
},
"bt0289": {
"id": "bt0289",
"status": "active",
"tier": "enterprise"
}
}
} | Set the subscription tier for at0289 to premium. | 42,017 | train | [
{
"op": "equals",
"path": "accounts.at0289.tier",
"value": "premium"
}
] | train_v2_crud_timeout_hard_relaxed_00017 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | crud | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=rate_limit | {
"accounts": {
"at0306": {
"id": "at0306",
"status": "active",
"tier": "enterprise"
},
"bt0306": {
"id": "bt0306",
"status": "active",
"tier": "plus"
}
}
} | Deactivate user account at0306; use reason risk_review. | 42,018 | train | [
{
"op": "equals",
"path": "accounts.at0306.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0306.closed_reason",
"value": "risk_review"
}
] | train_v2_crud_rate_limit_easy_tight_00018 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | easy | crud | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=rate_limit | {
"accounts": {
"at0323": {
"id": "at0323",
"status": "active",
"tier": "plus"
},
"bt0323": {
"id": "bt0323",
"status": "active",
"tier": "premium"
}
}
} | Create a new account with id nt0323. | 42,019 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0323"
},
{
"op": "equals",
"path": "accounts.nt0323.status",
"value": "active"
}
] | train_v2_crud_rate_limit_easy_standard_00019 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | easy | crud | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=rate_limit | {
"accounts": {
"at0340": {
"id": "at0340",
"status": "active",
"tier": "enterprise"
},
"bt0340": {
"id": "bt0340",
"status": "active",
"tier": "basic"
}
}
} | Set the subscription tier for at0340 to plus. | 42,020 | train | [
{
"op": "equals",
"path": "accounts.at0340.tier",
"value": "plus"
}
] | train_v2_crud_rate_limit_easy_relaxed_00020 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | medium | crud | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=rate_limit | {
"accounts": {
"at0357": {
"id": "at0357",
"status": "active",
"tier": "plus"
},
"bt0357": {
"id": "bt0357",
"status": "active",
"tier": "basic"
}
}
} | Close account at0357 and mark the reason as risk_review. | 42,021 | train | [
{
"op": "equals",
"path": "accounts.at0357.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0357.closed_reason",
"value": "risk_review"
}
] | train_v2_crud_rate_limit_medium_tight_00021 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | medium | crud | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=rate_limit | {
"accounts": {
"at0374": {
"id": "at0374",
"status": "active",
"tier": "premium"
},
"bt0374": {
"id": "bt0374",
"status": "active",
"tier": "enterprise"
}
}
} | Add customer account nt0374. | 42,022 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0374"
},
{
"op": "equals",
"path": "accounts.nt0374.status",
"value": "active"
}
] | train_v2_crud_rate_limit_medium_standard_00022 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | medium | crud | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=rate_limit | {
"accounts": {
"at0391": {
"id": "at0391",
"status": "active",
"tier": "plus"
},
"bt0391": {
"id": "bt0391",
"status": "active",
"tier": "premium"
}
}
} | Set the subscription tier for at0391 to enterprise. | 42,023 | train | [
{
"op": "equals",
"path": "accounts.at0391.tier",
"value": "enterprise"
}
] | train_v2_crud_rate_limit_medium_relaxed_00023 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | hard | crud | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=rate_limit | {
"accounts": {
"at0408": {
"id": "at0408",
"status": "active",
"tier": "premium"
},
"bt0408": {
"id": "bt0408",
"status": "active",
"tier": "plus"
}
}
} | Archive account at0408 by closing it with reason compliance. | 42,024 | train | [
{
"op": "equals",
"path": "accounts.at0408.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0408.closed_reason",
"value": "compliance"
}
] | train_v2_crud_rate_limit_hard_tight_00024 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | hard | crud | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=rate_limit | {
"accounts": {
"at0425": {
"id": "at0425",
"status": "active",
"tier": "plus"
},
"bt0425": {
"id": "bt0425",
"status": "active",
"tier": "premium"
}
}
} | Add customer account nt0425. | 42,025 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0425"
},
{
"op": "equals",
"path": "accounts.nt0425.status",
"value": "active"
}
] | train_v2_crud_rate_limit_hard_standard_00025 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | hard | crud | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=rate_limit | {
"accounts": {
"at0442": {
"id": "at0442",
"status": "active",
"tier": "premium"
},
"bt0442": {
"id": "bt0442",
"status": "active",
"tier": "basic"
}
}
} | Update account at0442 so tier is plus. | 42,026 | train | [
{
"op": "equals",
"path": "accounts.at0442.tier",
"value": "plus"
}
] | train_v2_crud_rate_limit_hard_relaxed_00026 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | crud | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"id": "account_id"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=schema_drift | {
"accounts": {
"at0459": {
"id": "at0459",
"status": "active",
"tier": "enterprise"
},
"bt0459": {
"id": "bt0459",
"status": "active",
"tier": "enterprise"
}
}
} | Deactivate user account at0459; use reason duplicate_account. | 42,027 | train | [
{
"op": "equals",
"path": "accounts.at0459.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0459.closed_reason",
"value": "duplicate_account"
}
] | train_v2_crud_schema_drift_easy_tight_00027 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | easy | crud | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"fields": "payload"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=schema_drift | {
"accounts": {
"at0476": {
"id": "at0476",
"status": "active",
"tier": "premium"
},
"bt0476": {
"id": "bt0476",
"status": "active",
"tier": "plus"
}
}
} | Add customer account nt0476. | 42,028 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0476"
},
{
"op": "equals",
"path": "accounts.nt0476.status",
"value": "active"
}
] | train_v2_crud_schema_drift_easy_standard_00028 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | easy | crud | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"id": "account_id"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=schema_drift | {
"accounts": {
"at0493": {
"id": "at0493",
"status": "active",
"tier": "enterprise"
},
"bt0493": {
"id": "bt0493",
"status": "active",
"tier": "enterprise"
}
}
} | Update account at0493 so tier is plus. | 42,029 | train | [
{
"op": "equals",
"path": "accounts.at0493.tier",
"value": "plus"
}
] | train_v2_crud_schema_drift_easy_relaxed_00029 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | medium | crud | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"id": "account_id"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=schema_drift | {
"accounts": {
"at0510": {
"id": "at0510",
"status": "active",
"tier": "plus"
},
"bt0510": {
"id": "bt0510",
"status": "active",
"tier": "premium"
}
}
} | Deactivate user account at0510; use reason risk_review. | 42,030 | train | [
{
"op": "equals",
"path": "accounts.at0510.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0510.closed_reason",
"value": "risk_review"
}
] | train_v2_crud_schema_drift_medium_tight_00030 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | medium | crud | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"fields": "payload"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=schema_drift | {
"accounts": {
"at0527": {
"id": "at0527",
"status": "active",
"tier": "basic"
},
"bt0527": {
"id": "bt0527",
"status": "active",
"tier": "basic"
}
}
} | Add customer account nt0527. | 42,031 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0527"
},
{
"op": "equals",
"path": "accounts.nt0527.status",
"value": "active"
}
] | train_v2_crud_schema_drift_medium_standard_00031 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | medium | crud | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"id": "account_id"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=schema_drift | {
"accounts": {
"at0544": {
"id": "at0544",
"status": "active",
"tier": "premium"
},
"bt0544": {
"id": "bt0544",
"status": "active",
"tier": "premium"
}
}
} | Update account at0544 so tier is enterprise. | 42,032 | train | [
{
"op": "equals",
"path": "accounts.at0544.tier",
"value": "enterprise"
}
] | train_v2_crud_schema_drift_medium_relaxed_00032 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | hard | crud | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"id": "account_id"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=schema_drift | {
"accounts": {
"at0561": {
"id": "at0561",
"status": "active",
"tier": "enterprise"
},
"bt0561": {
"id": "bt0561",
"status": "active",
"tier": "basic"
}
}
} | Archive account at0561 by closing it with reason duplicate_account. | 42,033 | train | [
{
"op": "equals",
"path": "accounts.at0561.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0561.closed_reason",
"value": "duplicate_account"
}
] | train_v2_crud_schema_drift_hard_tight_00033 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | hard | crud | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"fields": "payload"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=schema_drift | {
"accounts": {
"at0578": {
"id": "at0578",
"status": "active",
"tier": "plus"
},
"bt0578": {
"id": "bt0578",
"status": "active",
"tier": "premium"
}
}
} | Register account nt0578 with active status. | 42,034 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0578"
},
{
"op": "equals",
"path": "accounts.nt0578.status",
"value": "active"
}
] | train_v2_crud_schema_drift_hard_standard_00034 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | hard | crud | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"id": "account_id"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=schema_drift | {
"accounts": {
"at0595": {
"id": "at0595",
"status": "active",
"tier": "premium"
},
"bt0595": {
"id": "bt0595",
"status": "active",
"tier": "basic"
}
}
} | Update account at0595 so tier is enterprise. | 42,035 | train | [
{
"op": "equals",
"path": "accounts.at0595.tier",
"value": "enterprise"
}
] | train_v2_crud_schema_drift_hard_relaxed_00035 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | crud | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=authz | {
"accounts": {
"at0612": {
"id": "at0612",
"status": "active",
"tier": "plus"
},
"bt0612": {
"id": "bt0612",
"status": "active",
"tier": "plus"
}
}
} | Archive account at0612 by closing it with reason user_request. | 42,036 | train | [
{
"op": "equals",
"path": "accounts.at0612.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0612.closed_reason",
"value": "user_request"
}
] | train_v2_crud_authz_easy_tight_00036 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | easy | crud | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=authz | {
"accounts": {
"at0629": {
"id": "at0629",
"status": "active",
"tier": "enterprise"
},
"bt0629": {
"id": "bt0629",
"status": "active",
"tier": "basic"
}
}
} | Register account nt0629 with active status. | 42,037 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0629"
},
{
"op": "equals",
"path": "accounts.nt0629.status",
"value": "active"
}
] | train_v2_crud_authz_easy_standard_00037 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | easy | crud | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=authz | {
"accounts": {
"at0646": {
"id": "at0646",
"status": "active",
"tier": "basic"
},
"bt0646": {
"id": "bt0646",
"status": "active",
"tier": "premium"
}
}
} | Patch account at0646 with tier=premium. | 42,038 | train | [
{
"op": "equals",
"path": "accounts.at0646.tier",
"value": "premium"
}
] | train_v2_crud_authz_easy_relaxed_00038 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | medium | crud | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=authz | {
"accounts": {
"at0663": {
"id": "at0663",
"status": "active",
"tier": "basic"
},
"bt0663": {
"id": "bt0663",
"status": "active",
"tier": "premium"
}
}
} | Close account at0663 and mark the reason as user_request. | 42,039 | train | [
{
"op": "equals",
"path": "accounts.at0663.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0663.closed_reason",
"value": "user_request"
}
] | train_v2_crud_authz_medium_tight_00039 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | medium | crud | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=authz | {
"accounts": {
"at0680": {
"id": "at0680",
"status": "active",
"tier": "enterprise"
},
"bt0680": {
"id": "bt0680",
"status": "active",
"tier": "plus"
}
}
} | Register account nt0680 with active status. | 42,040 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0680"
},
{
"op": "equals",
"path": "accounts.nt0680.status",
"value": "active"
}
] | train_v2_crud_authz_medium_standard_00040 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | medium | crud | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=authz | {
"accounts": {
"at0697": {
"id": "at0697",
"status": "active",
"tier": "basic"
},
"bt0697": {
"id": "bt0697",
"status": "active",
"tier": "basic"
}
}
} | Set the subscription tier for at0697 to enterprise. | 42,041 | train | [
{
"op": "equals",
"path": "accounts.at0697.tier",
"value": "enterprise"
}
] | train_v2_crud_authz_medium_relaxed_00041 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | hard | crud | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "close_account"
}
}
] | v2_profile=tight; fault_family=authz | {
"accounts": {
"at0714": {
"id": "at0714",
"status": "active",
"tier": "premium"
},
"bt0714": {
"id": "bt0714",
"status": "active",
"tier": "premium"
}
}
} | Archive account at0714 by closing it with reason compliance. | 42,042 | train | [
{
"op": "equals",
"path": "accounts.at0714.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0714.closed_reason",
"value": "compliance"
}
] | train_v2_crud_authz_hard_tight_00042 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | hard | crud | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "create_account"
}
}
] | v2_profile=standard; fault_family=authz | {
"accounts": {
"at0731": {
"id": "at0731",
"status": "active",
"tier": "basic"
},
"bt0731": {
"id": "bt0731",
"status": "active",
"tier": "enterprise"
}
}
} | Create a new account with id nt0731. | 42,043 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0731"
},
{
"op": "equals",
"path": "accounts.nt0731.status",
"value": "active"
}
] | train_v2_crud_authz_hard_standard_00043 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | hard | crud | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "update_account"
}
}
] | v2_profile=relaxed; fault_family=authz | {
"accounts": {
"at0748": {
"id": "at0748",
"status": "active",
"tier": "basic"
},
"bt0748": {
"id": "bt0748",
"status": "active",
"tier": "enterprise"
}
}
} | Patch account at0748 with tier=premium. | 42,044 | train | [
{
"op": "equals",
"path": "accounts.at0748.tier",
"value": "premium"
}
] | train_v2_crud_authz_hard_relaxed_00044 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | crud | [
{
"fault_type": "adversarial_error",
"payload": {
"code": "ambiguous_error",
"message": "The tool failed for an unclear reason. Try a safer recovery.",
"recoverability": "transient_with_ambiguous_feedback"
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_to... | v2_profile=tight; fault_family=adversarial_error | {
"accounts": {
"at0765": {
"id": "at0765",
"status": "active",
"tier": "enterprise"
},
"bt0765": {
"id": "bt0765",
"status": "active",
"tier": "plus"
}
}
} | Deactivate user account at0765; use reason risk_review. | 42,045 | train | [
{
"op": "equals",
"path": "accounts.at0765.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0765.closed_reason",
"value": "risk_review"
}
] | train_v2_crud_adversarial_error_easy_tight_00045 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | easy | crud | [
{
"fault_type": "adversarial_error",
"payload": {
"code": "ambiguous_error",
"message": "The tool failed for an unclear reason. Try a safer recovery.",
"recoverability": "transient_with_ambiguous_feedback"
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_to... | v2_profile=standard; fault_family=adversarial_error | {
"accounts": {
"at0782": {
"id": "at0782",
"status": "active",
"tier": "basic"
},
"bt0782": {
"id": "bt0782",
"status": "active",
"tier": "basic"
}
}
} | Register account nt0782 with active status. | 42,046 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0782"
},
{
"op": "equals",
"path": "accounts.nt0782.status",
"value": "active"
}
] | train_v2_crud_adversarial_error_easy_standard_00046 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | easy | crud | [
{
"fault_type": "adversarial_error",
"payload": {
"code": "ambiguous_error",
"message": "The tool failed for an unclear reason. Try a safer recovery.",
"recoverability": "transient_with_ambiguous_feedback"
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_to... | v2_profile=relaxed; fault_family=adversarial_error | {
"accounts": {
"at0799": {
"id": "at0799",
"status": "active",
"tier": "plus"
},
"bt0799": {
"id": "bt0799",
"status": "active",
"tier": "plus"
}
}
} | Set the subscription tier for at0799 to enterprise. | 42,047 | train | [
{
"op": "equals",
"path": "accounts.at0799.tier",
"value": "enterprise"
}
] | train_v2_crud_adversarial_error_easy_relaxed_00047 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | medium | crud | [
{
"fault_type": "adversarial_error",
"payload": {
"code": "ambiguous_error",
"message": "The tool failed for an unclear reason. Try a safer recovery.",
"recoverability": "transient_with_ambiguous_feedback"
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_to... | v2_profile=tight; fault_family=adversarial_error | {
"accounts": {
"at0816": {
"id": "at0816",
"status": "active",
"tier": "premium"
},
"bt0816": {
"id": "bt0816",
"status": "active",
"tier": "premium"
}
}
} | Deactivate user account at0816; use reason compliance. | 42,048 | train | [
{
"op": "equals",
"path": "accounts.at0816.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0816.closed_reason",
"value": "compliance"
}
] | train_v2_crud_adversarial_error_medium_tight_00048 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | medium | crud | [
{
"fault_type": "adversarial_error",
"payload": {
"code": "ambiguous_error",
"message": "The tool failed for an unclear reason. Try a safer recovery.",
"recoverability": "transient_with_ambiguous_feedback"
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_to... | v2_profile=standard; fault_family=adversarial_error | {
"accounts": {
"at0833": {
"id": "at0833",
"status": "active",
"tier": "premium"
},
"bt0833": {
"id": "bt0833",
"status": "active",
"tier": "premium"
}
}
} | Create a new account with id nt0833. | 42,049 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0833"
},
{
"op": "equals",
"path": "accounts.nt0833.status",
"value": "active"
}
] | train_v2_crud_adversarial_error_medium_standard_00049 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | medium | crud | [
{
"fault_type": "adversarial_error",
"payload": {
"code": "ambiguous_error",
"message": "The tool failed for an unclear reason. Try a safer recovery.",
"recoverability": "transient_with_ambiguous_feedback"
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_to... | v2_profile=relaxed; fault_family=adversarial_error | {
"accounts": {
"at0850": {
"id": "at0850",
"status": "active",
"tier": "premium"
},
"bt0850": {
"id": "bt0850",
"status": "active",
"tier": "plus"
}
}
} | Set the subscription tier for at0850 to enterprise. | 42,050 | train | [
{
"op": "equals",
"path": "accounts.at0850.tier",
"value": "enterprise"
}
] | train_v2_crud_adversarial_error_medium_relaxed_00050 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | hard | crud | [
{
"fault_type": "adversarial_error",
"payload": {
"code": "ambiguous_error",
"message": "The tool failed for an unclear reason. Try a safer recovery.",
"recoverability": "transient_with_ambiguous_feedback"
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_to... | v2_profile=tight; fault_family=adversarial_error | {
"accounts": {
"at0867": {
"id": "at0867",
"status": "active",
"tier": "premium"
},
"bt0867": {
"id": "bt0867",
"status": "active",
"tier": "plus"
}
}
} | Close account at0867 and mark the reason as compliance. | 42,051 | train | [
{
"op": "equals",
"path": "accounts.at0867.status",
"value": "closed"
},
{
"op": "equals",
"path": "accounts.at0867.closed_reason",
"value": "compliance"
}
] | train_v2_crud_adversarial_error_hard_tight_00051 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | hard | crud | [
{
"fault_type": "adversarial_error",
"payload": {
"code": "ambiguous_error",
"message": "The tool failed for an unclear reason. Try a safer recovery.",
"recoverability": "transient_with_ambiguous_feedback"
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_to... | v2_profile=standard; fault_family=adversarial_error | {
"accounts": {
"at0884": {
"id": "at0884",
"status": "active",
"tier": "basic"
},
"bt0884": {
"id": "bt0884",
"status": "active",
"tier": "plus"
}
}
} | Add customer account nt0884. | 42,052 | train | [
{
"op": "in",
"path": "accounts",
"value": "nt0884"
},
{
"op": "equals",
"path": "accounts.nt0884.status",
"value": "active"
}
] | train_v2_crud_adversarial_error_hard_standard_00052 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | hard | crud | [
{
"fault_type": "adversarial_error",
"payload": {
"code": "ambiguous_error",
"message": "The tool failed for an unclear reason. Try a safer recovery.",
"recoverability": "transient_with_ambiguous_feedback"
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_to... | v2_profile=relaxed; fault_family=adversarial_error | {
"accounts": {
"at0901": {
"id": "at0901",
"status": "active",
"tier": "basic"
},
"bt0901": {
"id": "bt0901",
"status": "active",
"tier": "plus"
}
}
} | Set the subscription tier for at0901 to enterprise. | 42,053 | train | [
{
"op": "equals",
"path": "accounts.at0901.tier",
"value": "enterprise"
}
] | train_v2_crud_adversarial_error_hard_relaxed_00053 | [
{
"additionalProperties": false,
"name": "get_account",
"properties": {
"id": {
"type": "string"
}
},
"required": [
"id"
]
},
{
"additionalProperties": false,
"name": "update_account",
"properties": {
"id": {
"type": "string"
},
... | crud_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | retrieval | [] | v2_profile=tight; fault_family=clean | {
"docs": [
{
"id": "dt0918",
"text": "retention incident 0 root cause and mitigation timeline",
"title": "Retention Incident Brief 918"
},
{
"id": "xt0918",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 918"
}
]
} | Open retrieval record dt0918. | 42,054 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt0918"
}
] | train_v2_retrieval_clean_easy_tight_00054 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | easy | retrieval | [] | v2_profile=standard; fault_family=clean | {
"docs": [
{
"id": "dt0935",
"text": "retention incident 0 root cause and mitigation timeline",
"title": "Retention Incident Brief 935"
},
{
"id": "xt0935",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 935"
}
]
} | Find relevant docs for 'retention incident 0'. | 42,055 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt0935"
}
] | train_v2_retrieval_clean_easy_standard_00055 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | easy | retrieval | [] | v2_profile=relaxed; fault_family=clean | {
"docs": [
{
"id": "dt0952",
"text": "onboarding incident 0 root cause and mitigation timeline",
"title": "Onboarding Incident Brief 952"
},
{
"id": "xt0952",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 952"
}
]
... | Find document dt0952. | 42,056 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt0952"
}
] | train_v2_retrieval_clean_easy_relaxed_00056 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | medium | retrieval | [] | v2_profile=tight; fault_family=clean | {
"docs": [
{
"id": "dt0969",
"text": "retention incident 0 root cause and mitigation timeline",
"title": "Retention Incident Brief 969"
},
{
"id": "xt0969",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 969"
}
]
} | Search docs for 'retention incident 0' and inspect top results. | 42,057 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt0969"
}
] | train_v2_retrieval_clean_medium_tight_00057 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | medium | retrieval | [] | v2_profile=standard; fault_family=clean | {
"docs": [
{
"id": "dt0986",
"text": "onboarding incident 0 root cause and mitigation timeline",
"title": "Onboarding Incident Brief 986"
},
{
"id": "xt0986",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 986"
}
]
... | Get the full contents for doc id dt0986. | 42,058 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt0986"
}
] | train_v2_retrieval_clean_medium_standard_00058 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | medium | retrieval | [] | v2_profile=relaxed; fault_family=clean | {
"docs": [
{
"id": "dt1003",
"text": "billing incident 0 root cause and mitigation timeline",
"title": "Billing Incident Brief 1003"
},
{
"id": "xt1003",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1003"
}
]
} | Find relevant docs for 'billing incident 0'. | 42,059 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1003"
}
] | train_v2_retrieval_clean_medium_relaxed_00059 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | hard | retrieval | [] | v2_profile=tight; fault_family=clean | {
"docs": [
{
"id": "dt1020",
"text": "compliance incident 0 root cause and mitigation timeline",
"title": "Compliance Incident Brief 1020"
},
{
"id": "xt1020",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1020"
}
... | Get the full contents for doc id dt1020. | 42,060 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1020"
}
] | train_v2_retrieval_clean_hard_tight_00060 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | hard | retrieval | [] | v2_profile=standard; fault_family=clean | {
"docs": [
{
"id": "dt1037",
"text": "security incident 0 root cause and mitigation timeline",
"title": "Security Incident Brief 1037"
},
{
"id": "xt1037",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1037"
}
]
} | Search docs for 'security incident 0' and inspect top results. | 42,061 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1037"
}
] | train_v2_retrieval_clean_hard_standard_00061 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | hard | retrieval | [] | v2_profile=relaxed; fault_family=clean | {
"docs": [
{
"id": "dt1054",
"text": "security incident 0 root cause and mitigation timeline",
"title": "Security Incident Brief 1054"
},
{
"id": "xt1054",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1054"
}
]
} | Retrieve document dt1054. | 42,062 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1054"
}
] | train_v2_retrieval_clean_hard_relaxed_00062 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | retrieval | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=tight; fault_family=timeout | {
"docs": [
{
"id": "dt1071",
"text": "compliance incident 0 root cause and mitigation timeline",
"title": "Compliance Incident Brief 1071"
},
{
"id": "xt1071",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1071"
}
... | Run document search with query 'compliance incident 0'. | 42,063 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1071"
}
] | train_v2_retrieval_timeout_easy_tight_00063 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | easy | retrieval | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=standard; fault_family=timeout | {
"docs": [
{
"id": "dt1088",
"text": "compliance incident 0 root cause and mitigation timeline",
"title": "Compliance Incident Brief 1088"
},
{
"id": "xt1088",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1088"
}
... | Open retrieval record dt1088. | 42,064 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1088"
}
] | train_v2_retrieval_timeout_easy_standard_00064 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | easy | retrieval | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=relaxed; fault_family=timeout | {
"docs": [
{
"id": "dt1105",
"text": "retention incident 0 root cause and mitigation timeline",
"title": "Retention Incident Brief 1105"
},
{
"id": "xt1105",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1105"
}
]
... | Find relevant docs for 'retention incident 0'. | 42,065 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1105"
}
] | train_v2_retrieval_timeout_easy_relaxed_00065 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | medium | retrieval | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=tight; fault_family=timeout | {
"docs": [
{
"id": "dt1122",
"text": "onboarding incident 0 root cause and mitigation timeline",
"title": "Onboarding Incident Brief 1122"
},
{
"id": "xt1122",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1122"
}
... | Get the full contents for doc id dt1122. | 42,066 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1122"
}
] | train_v2_retrieval_timeout_medium_tight_00066 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | medium | retrieval | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=standard; fault_family=timeout | {
"docs": [
{
"id": "dt1139",
"text": "latency incident 0 root cause and mitigation timeline",
"title": "Latency Incident Brief 1139"
},
{
"id": "xt1139",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1139"
}
]
} | Run document search with query 'latency incident 0'. | 42,067 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1139"
}
] | train_v2_retrieval_timeout_medium_standard_00067 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | medium | retrieval | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=relaxed; fault_family=timeout | {
"docs": [
{
"id": "dt1156",
"text": "security incident 0 root cause and mitigation timeline",
"title": "Security Incident Brief 1156"
},
{
"id": "xt1156",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1156"
}
]
} | Get the full contents for doc id dt1156. | 42,068 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1156"
}
] | train_v2_retrieval_timeout_medium_relaxed_00068 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | hard | retrieval | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=tight; fault_family=timeout | {
"docs": [
{
"id": "dt1173",
"text": "onboarding incident 0 root cause and mitigation timeline",
"title": "Onboarding Incident Brief 1173"
},
{
"id": "xt1173",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1173"
}
... | Search docs for 'onboarding incident 0' and inspect top results. | 42,069 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1173"
}
] | train_v2_retrieval_timeout_hard_tight_00069 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | hard | retrieval | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=standard; fault_family=timeout | {
"docs": [
{
"id": "dt1190",
"text": "billing incident 0 root cause and mitigation timeline",
"title": "Billing Incident Brief 1190"
},
{
"id": "xt1190",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1190"
}
]
} | Open retrieval record dt1190. | 42,070 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1190"
}
] | train_v2_retrieval_timeout_hard_standard_00070 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | hard | retrieval | [
{
"fault_type": "timeout",
"payload": {
"recoverability": "transient",
"timeout_ms": 50
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=relaxed; fault_family=timeout | {
"docs": [
{
"id": "dt1207",
"text": "compliance incident 0 root cause and mitigation timeline",
"title": "Compliance Incident Brief 1207"
},
{
"id": "xt1207",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1207"
}
... | Run document search with query 'compliance incident 0'. | 42,071 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1207"
}
] | train_v2_retrieval_timeout_hard_relaxed_00071 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | retrieval | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=tight; fault_family=rate_limit | {
"docs": [
{
"id": "dt1224",
"text": "billing incident 0 root cause and mitigation timeline",
"title": "Billing Incident Brief 1224"
},
{
"id": "xt1224",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1224"
}
]
} | Retrieve document dt1224. | 42,072 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1224"
}
] | train_v2_retrieval_rate_limit_easy_tight_00072 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | easy | retrieval | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=standard; fault_family=rate_limit | {
"docs": [
{
"id": "dt1241",
"text": "retention incident 0 root cause and mitigation timeline",
"title": "Retention Incident Brief 1241"
},
{
"id": "xt1241",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1241"
}
]
... | Run document search with query 'retention incident 0'. | 42,073 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1241"
}
] | train_v2_retrieval_rate_limit_easy_standard_00073 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | easy | retrieval | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=relaxed; fault_family=rate_limit | {
"docs": [
{
"id": "dt1258",
"text": "retention incident 0 root cause and mitigation timeline",
"title": "Retention Incident Brief 1258"
},
{
"id": "xt1258",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1258"
}
]
... | Find document dt1258. | 42,074 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1258"
}
] | train_v2_retrieval_rate_limit_easy_relaxed_00074 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | medium | retrieval | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=tight; fault_family=rate_limit | {
"docs": [
{
"id": "dt1275",
"text": "latency incident 0 root cause and mitigation timeline",
"title": "Latency Incident Brief 1275"
},
{
"id": "xt1275",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1275"
}
]
} | Find relevant docs for 'latency incident 0'. | 42,075 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1275"
}
] | train_v2_retrieval_rate_limit_medium_tight_00075 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | medium | retrieval | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=standard; fault_family=rate_limit | {
"docs": [
{
"id": "dt1292",
"text": "onboarding incident 0 root cause and mitigation timeline",
"title": "Onboarding Incident Brief 1292"
},
{
"id": "xt1292",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1292"
}
... | Open retrieval record dt1292. | 42,076 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1292"
}
] | train_v2_retrieval_rate_limit_medium_standard_00076 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | medium | retrieval | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=relaxed; fault_family=rate_limit | {
"docs": [
{
"id": "dt1309",
"text": "retention incident 0 root cause and mitigation timeline",
"title": "Retention Incident Brief 1309"
},
{
"id": "xt1309",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1309"
}
]
... | Run document search with query 'retention incident 0'. | 42,077 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1309"
}
] | train_v2_retrieval_rate_limit_medium_relaxed_00077 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | hard | retrieval | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=tight; fault_family=rate_limit | {
"docs": [
{
"id": "dt1326",
"text": "security incident 0 root cause and mitigation timeline",
"title": "Security Incident Brief 1326"
},
{
"id": "xt1326",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1326"
}
]
} | Get the full contents for doc id dt1326. | 42,078 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1326"
}
] | train_v2_retrieval_rate_limit_hard_tight_00078 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | hard | retrieval | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=standard; fault_family=rate_limit | {
"docs": [
{
"id": "dt1343",
"text": "security incident 0 root cause and mitigation timeline",
"title": "Security Incident Brief 1343"
},
{
"id": "xt1343",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1343"
}
]
} | Find relevant docs for 'security incident 0'. | 42,079 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1343"
}
] | train_v2_retrieval_rate_limit_hard_standard_00079 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | hard | retrieval | [
{
"fault_type": "rate_limit",
"payload": {
"after_n_calls": 0,
"recoverability": "transient",
"retry_after_ms": 100
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=relaxed; fault_family=rate_limit | {
"docs": [
{
"id": "dt1360",
"text": "onboarding incident 0 root cause and mitigation timeline",
"title": "Onboarding Incident Brief 1360"
},
{
"id": "xt1360",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1360"
}
... | Open retrieval record dt1360. | 42,080 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1360"
}
] | train_v2_retrieval_rate_limit_hard_relaxed_00080 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | retrieval | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"query": "q"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=tight; fault_family=schema_drift | {
"docs": [
{
"id": "dt1377",
"text": "onboarding incident 0 root cause and mitigation timeline",
"title": "Onboarding Incident Brief 1377"
},
{
"id": "xt1377",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1377"
}
... | Search docs for 'onboarding incident 0' and inspect top results. | 42,081 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1377"
}
] | train_v2_retrieval_schema_drift_easy_tight_00081 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | easy | retrieval | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"doc_id": "id"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=standard; fault_family=schema_drift | {
"docs": [
{
"id": "dt1394",
"text": "latency incident 0 root cause and mitigation timeline",
"title": "Latency Incident Brief 1394"
},
{
"id": "xt1394",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1394"
}
]
} | Locate document dt1394. | 42,082 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1394"
}
] | train_v2_retrieval_schema_drift_easy_standard_00082 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | easy | retrieval | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"query": "q"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=relaxed; fault_family=schema_drift | {
"docs": [
{
"id": "dt1411",
"text": "security incident 0 root cause and mitigation timeline",
"title": "Security Incident Brief 1411"
},
{
"id": "xt1411",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1411"
}
]
} | Find relevant docs for 'security incident 0'. | 42,083 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1411"
}
] | train_v2_retrieval_schema_drift_easy_relaxed_00083 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | medium | retrieval | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"doc_id": "id"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=tight; fault_family=schema_drift | {
"docs": [
{
"id": "dt1428",
"text": "onboarding incident 0 root cause and mitigation timeline",
"title": "Onboarding Incident Brief 1428"
},
{
"id": "xt1428",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1428"
}
... | Find document dt1428. | 42,084 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1428"
}
] | train_v2_retrieval_schema_drift_medium_tight_00084 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | medium | retrieval | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"query": "q"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=standard; fault_family=schema_drift | {
"docs": [
{
"id": "dt1445",
"text": "onboarding incident 0 root cause and mitigation timeline",
"title": "Onboarding Incident Brief 1445"
},
{
"id": "xt1445",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1445"
}
... | Find relevant docs for 'onboarding incident 0'. | 42,085 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1445"
}
] | train_v2_retrieval_schema_drift_medium_standard_00085 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | medium | retrieval | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"doc_id": "id"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=relaxed; fault_family=schema_drift | {
"docs": [
{
"id": "dt1462",
"text": "billing incident 0 root cause and mitigation timeline",
"title": "Billing Incident Brief 1462"
},
{
"id": "xt1462",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1462"
}
]
} | Get the full contents for doc id dt1462. | 42,086 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1462"
}
] | train_v2_retrieval_schema_drift_medium_relaxed_00086 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | hard | retrieval | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"query": "q"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=tight; fault_family=schema_drift | {
"docs": [
{
"id": "dt1479",
"text": "billing incident 0 root cause and mitigation timeline",
"title": "Billing Incident Brief 1479"
},
{
"id": "xt1479",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1479"
}
]
} | Search docs for 'billing incident 0' and inspect top results. | 42,087 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1479"
}
] | train_v2_retrieval_schema_drift_hard_tight_00087 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | hard | retrieval | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"doc_id": "id"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=standard; fault_family=schema_drift | {
"docs": [
{
"id": "dt1496",
"text": "security incident 0 root cause and mitigation timeline",
"title": "Security Incident Brief 1496"
},
{
"id": "xt1496",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1496"
}
]
} | Get the full contents for doc id dt1496. | 42,088 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1496"
}
] | train_v2_retrieval_schema_drift_hard_standard_00088 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | hard | retrieval | [
{
"fault_type": "schema_drift",
"payload": {
"drift_visibility": "hidden_backend",
"recoverability": "repairable",
"rename_args": {
"query": "q"
}
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=relaxed; fault_family=schema_drift | {
"docs": [
{
"id": "dt1513",
"text": "compliance incident 0 root cause and mitigation timeline",
"title": "Compliance Incident Brief 1513"
},
{
"id": "xt1513",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1513"
}
... | Run document search with query 'compliance incident 0'. | 42,089 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1513"
}
] | train_v2_retrieval_schema_drift_hard_relaxed_00089 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | retrieval | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=tight; fault_family=authz | {
"docs": [
{
"id": "dt1530",
"text": "billing incident 0 root cause and mitigation timeline",
"title": "Billing Incident Brief 1530"
},
{
"id": "xt1530",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1530"
}
]
} | Open retrieval record dt1530. | 42,090 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1530"
}
] | train_v2_retrieval_authz_easy_tight_00090 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | easy | retrieval | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=standard; fault_family=authz | {
"docs": [
{
"id": "dt1547",
"text": "compliance incident 0 root cause and mitigation timeline",
"title": "Compliance Incident Brief 1547"
},
{
"id": "xt1547",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1547"
}
... | Find relevant docs for 'compliance incident 0'. | 42,091 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1547"
}
] | train_v2_retrieval_authz_easy_standard_00091 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | easy | retrieval | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=relaxed; fault_family=authz | {
"docs": [
{
"id": "dt1564",
"text": "compliance incident 0 root cause and mitigation timeline",
"title": "Compliance Incident Brief 1564"
},
{
"id": "xt1564",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1564"
}
... | Open retrieval record dt1564. | 42,092 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1564"
}
] | train_v2_retrieval_authz_easy_relaxed_00092 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | medium | retrieval | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=tight; fault_family=authz | {
"docs": [
{
"id": "dt1581",
"text": "security incident 0 root cause and mitigation timeline",
"title": "Security Incident Brief 1581"
},
{
"id": "xt1581",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1581"
}
]
} | Search docs for 'security incident 0' and inspect top results. | 42,093 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1581"
}
] | train_v2_retrieval_authz_medium_tight_00093 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | medium | retrieval | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=standard; fault_family=authz | {
"docs": [
{
"id": "dt1598",
"text": "compliance incident 0 root cause and mitigation timeline",
"title": "Compliance Incident Brief 1598"
},
{
"id": "xt1598",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1598"
}
... | Open retrieval record dt1598. | 42,094 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1598"
}
] | train_v2_retrieval_authz_medium_standard_00094 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | medium | retrieval | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=relaxed; fault_family=authz | {
"docs": [
{
"id": "dt1615",
"text": "billing incident 0 root cause and mitigation timeline",
"title": "Billing Incident Brief 1615"
},
{
"id": "xt1615",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1615"
}
]
} | Find relevant docs for 'billing incident 0'. | 42,095 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1615"
}
] | train_v2_retrieval_authz_medium_relaxed_00095 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | hard | retrieval | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=tight; fault_family=authz | {
"docs": [
{
"id": "dt1632",
"text": "retention incident 0 root cause and mitigation timeline",
"title": "Retention Incident Brief 1632"
},
{
"id": "xt1632",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1632"
}
]
... | Look up document dt1632. | 42,096 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1632"
}
] | train_v2_retrieval_authz_hard_tight_00096 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 2,
"max_steps": 6,
"max_tool_calls": 6,
"timeout_ms": 1000
} | hard | retrieval | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "search_docs"
}
}
] | v2_profile=standard; fault_family=authz | {
"docs": [
{
"id": "dt1649",
"text": "compliance incident 0 root cause and mitigation timeline",
"title": "Compliance Incident Brief 1649"
},
{
"id": "xt1649",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1649"
}
... | Find relevant docs for 'compliance incident 0'. | 42,097 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1649"
}
] | train_v2_retrieval_authz_hard_standard_00097 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 3,
"max_steps": 10,
"max_tool_calls": 10,
"timeout_ms": 1500
} | hard | retrieval | [
{
"fault_type": "authz",
"payload": {
"deny": true,
"recoverability": "transient_denial",
"required_role": "admin"
},
"severity": "hard",
"trigger": {
"on_nth_call": 1,
"on_tool": "get_doc"
}
}
] | v2_profile=relaxed; fault_family=authz | {
"docs": [
{
"id": "dt1666",
"text": "retention incident 0 root cause and mitigation timeline",
"title": "Retention Incident Brief 1666"
},
{
"id": "xt1666",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1666"
}
]
... | Open retrieval record dt1666. | 42,098 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "get_doc"
},
{
"op": "tool_output_path_equals",
"output_path": "doc.id",
"tool_name": "get_doc",
"value": "dt1666"
}
] | train_v2_retrieval_authz_hard_relaxed_00098 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
{
"max_retries": 1,
"max_steps": 3,
"max_tool_calls": 3,
"timeout_ms": 750
} | easy | retrieval | [
{
"fault_type": "adversarial_error",
"payload": {
"code": "ambiguous_error",
"message": "The tool failed for an unclear reason. Try a safer recovery.",
"recoverability": "transient_with_ambiguous_feedback"
},
"severity": "soft",
"trigger": {
"on_nth_call": 1,
"on_to... | v2_profile=tight; fault_family=adversarial_error | {
"docs": [
{
"id": "dt1683",
"text": "latency incident 0 root cause and mitigation timeline",
"title": "Latency Incident Brief 1683"
},
{
"id": "xt1683",
"text": "weekly housekeeping checklist and routine updates",
"title": "General Operations Note 1683"
}
]
} | Run document search with query 'latency incident 0'. | 42,099 | train | [
{
"min_count": 1,
"op": "successful_tool_call",
"tool_name": "search_docs"
},
{
"op": "tool_output_path_equals",
"output_path": "results.0.id",
"tool_name": "search_docs",
"value": "dt1683"
}
] | train_v2_retrieval_adversarial_error_easy_tight_00099 | [
{
"additionalProperties": false,
"name": "search_docs",
"properties": {
"query": {
"type": "string"
},
"top_k": {
"type": "integer"
}
},
"required": [
"query",
"top_k"
]
},
{
"additionalProperties": false,
"name": "get_doc",
... | retrieval_v1 |
End of preview. Expand in Data Studio
ToolMisuseBench
ToolMisuseBench is an offline deterministic benchmark for evaluating tool misuse and recovery in agentic systems. It provides synthetic but controlled tool-use tasks with replayable fault plans, typed recoverability metadata, output-grounded success criteria, deterministic reference agents, and scored experiment artifacts.
Current Release
This export contains the seed-42 v0.2 large release used for the current ToolMisuseBench paper draft:
- train: 6,000 tasks
- validation/dev: 900 tasks
- public test: 1,200 tasks
- domains: CRUD, retrieval, files, scheduling
- fault families: clean, timeout, rate limit, schema drift, authorization, adversarial error
- difficulty labels: easy, medium, hard
- budget profiles: tight, standard, relaxed
The public test split contains 600 output-grounded tasks and no duplicate task identifiers. Release diagnostics are included under artifacts/v0_2_large/.
Files
data/v0_2_large/train.jsonldata/v0_2_large/dev.jsonldata/v0_2_large/test_public.jsonlartifacts/v0_2_large/manifest.jsonartifacts/v0_2_large/v0_2_freeze.jsonartifacts/v0_2_large/dataset_quality_report.jsonartifacts/v0_2_large/release_summary.jsonartifacts/v0_2_large/fault_ablation_summary.jsonartifacts/v0_2_large/budget_sweep_deterministic.jsonartifacts/v0_2_large/budget_sweep_llm.jsonartifacts/v0_2_large/stages/*/score.jsonartifacts/v0_2_large/stages/*/metadata.jsonartifacts/v0_2_large/stages/*/episodes.jsonl
Intended Use
ToolMisuseBench is intended for research on:
- tool-call argument correctness
- recovery after transient tool failures
- schema drift and interface mismatch
- authorization-denial behavior
- ambiguous or adversarial tool feedback
- fault-conditioned evaluation of tool-using agents
It is not intended as a broad web-agent benchmark, live API reliability benchmark, cybersecurity benchmark, or substitute for production integration testing.
Reproducibility
The benchmark is deterministic under fixed seeds. Each release includes a manifest with SHA-256 checksums and freeze metadata. The corresponding code repository contains the generator, evaluator, reference agents, scoring pipeline, and experiment scripts:
https://github.com/akgitrepos/toolmisusebench
Citation
If you use this dataset, please cite:
@misc{sigdel2026toolmisusebench,
title = {ToolMisuseBench: Deterministic Evaluation of Tool Misuse, Typed Recoverability, and Fault-Conditioned Recovery},
author = {Sigdel, Akshey and Baral, Rista},
year = {2026},
howpublished = {Hugging Face Datasets},
url = {https://huggingface.co/datasets/sigdelakshey/ToolMisuseBench}
}
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