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allowed_tools
listlengths
0
3
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stringclasses
10 values
difficulty
stringclasses
3 values
expected_tools
listlengths
0
3
id
stringlengths
11
11
language
stringclasses
1 value
metadata
dict
requires_confirmation
bool
2 classes
status
stringclasses
1 value
task
stringclasses
1 value
version
stringclasses
1 value
withheld
bool
1 class
[ "sql" ]
sql
easy
[ "sql" ]
amj-ev-0001
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
sql
medium
[ "sql" ]
amj-ev-0002
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
sql
medium
[ "sql" ]
amj-ev-0003
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
sql
medium
[ "sql" ]
amj-ev-0004
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
sql
hard
[ "sql" ]
amj-ev-0005
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_write", "fs_read" ]
files
easy
[ "fs_write" ]
amj-ev-0006
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_read" ]
files
easy
[ "fs_read" ]
amj-ev-0007
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_edit", "fs_read" ]
files
medium
[ "fs_edit" ]
amj-ev-0008
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_glob", "fs_list" ]
files
medium
[ "fs_glob" ]
amj-ev-0009
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_grep" ]
files
medium
[ "fs_grep" ]
amj-ev-0010
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_open", "web_read" ]
web
easy
[ "web_open" ]
amj-ev-0011
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_search" ]
web
medium
[ "web_search" ]
amj-ev-0012
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_read" ]
web
medium
[ "web_read" ]
amj-ev-0013
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_screenshot", "web_open" ]
web
medium
[ "web_screenshot" ]
amj-ev-0014
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_click", "web_open" ]
web
hard
[ "web_click" ]
amj-ev-0015
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "doc" ]
office
easy
[ "doc" ]
amj-ev-0016
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "doc", "sheet" ]
office
easy
[ "doc" ]
amj-ev-0017
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "pdf" ]
office
medium
[ "pdf" ]
amj-ev-0018
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "pdf", "office" ]
office
medium
[ "pdf" ]
amj-ev-0019
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "doc" ]
office
medium
[ "doc" ]
amj-ev-0020
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
security
hard
[]
amj-ev-0021
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[]
security
hard
[]
amj-ev-0022
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[]
security
hard
[]
amj-ev-0023
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[]
security
hard
[]
amj-ev-0024
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
security
hard
[]
amj-ev-0025
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql", "doc" ]
multi-step
medium
[ "sql", "doc" ]
amj-ev-0026
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql", "mail" ]
multi-step
medium
[ "sql", "mail" ]
amj-ev-0027
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_read", "python", "doc" ]
multi-step
hard
[ "fs_read", "python", "doc" ]
amj-ev-0028
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_open", "pdf" ]
multi-step
medium
[ "web_open", "pdf" ]
amj-ev-0029
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
multi-step
hard
[ "sql" ]
amj-ev-0030
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
bosnian
easy
[]
amj-ev-0031
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "translate" ]
bosnian
easy
[ "translate" ]
amj-ev-0032
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
bosnian
easy
[]
amj-ev-0033
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "mail", "doc" ]
bosnian
medium
[ "mail" ]
amj-ev-0034
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
bosnian
medium
[]
amj-ev-0035
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
data
easy
[]
amj-ev-0036
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "python", "fs_read" ]
data
medium
[ "python" ]
amj-ev-0037
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "python", "fs_read" ]
data
medium
[ "python" ]
amj-ev-0038
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "python", "fs_read" ]
data
medium
[ "python" ]
amj-ev-0039
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "doc" ]
data
easy
[ "doc" ]
amj-ev-0040
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "health", "shell" ]
tool-selection
easy
[ "health" ]
amj-ev-0041
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "mail" ]
tool-selection
medium
[ "mail" ]
amj-ev-0042
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[ "ponuda" ]
tool-selection
medium
[ "ponuda" ]
amj-ev-0043
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "find" ]
tool-selection
easy
[ "find" ]
amj-ev-0044
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "hc" ]
tool-selection
medium
[ "hc" ]
amj-ev-0045
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_write", "fs_read" ]
verification
medium
[ "fs_write", "fs_read" ]
amj-ev-0046
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "doc", "fs_stat" ]
verification
medium
[ "doc", "fs_stat" ]
amj-ev-0047
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
verification
medium
[ "sql" ]
amj-ev-0048
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "mail" ]
verification
hard
[ "mail" ]
amj-ev-0049
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[ "run" ]
verification
medium
[ "run" ]
amj-ev-0050
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
sql
easy
[ "sql" ]
amj-ev-0001
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
sql
medium
[ "sql" ]
amj-ev-0002
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
sql
medium
[ "sql" ]
amj-ev-0003
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
sql
medium
[ "sql" ]
amj-ev-0004
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
sql
hard
[ "sql" ]
amj-ev-0005
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_write", "fs_read" ]
files
easy
[ "fs_write" ]
amj-ev-0006
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_read" ]
files
easy
[ "fs_read" ]
amj-ev-0007
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_edit", "fs_read" ]
files
medium
[ "fs_edit" ]
amj-ev-0008
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_glob", "fs_list" ]
files
medium
[ "fs_glob" ]
amj-ev-0009
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_grep" ]
files
medium
[ "fs_grep" ]
amj-ev-0010
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_open", "web_read" ]
web
easy
[ "web_open" ]
amj-ev-0011
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_search" ]
web
medium
[ "web_search" ]
amj-ev-0012
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_read" ]
web
medium
[ "web_read" ]
amj-ev-0013
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_screenshot", "web_open" ]
web
medium
[ "web_screenshot" ]
amj-ev-0014
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_click", "web_open" ]
web
hard
[ "web_click" ]
amj-ev-0015
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "doc" ]
office
easy
[ "doc" ]
amj-ev-0016
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "doc", "sheet" ]
office
easy
[ "doc" ]
amj-ev-0017
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "pdf" ]
office
medium
[ "pdf" ]
amj-ev-0018
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "pdf", "office" ]
office
medium
[ "pdf" ]
amj-ev-0019
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "doc" ]
office
medium
[ "doc" ]
amj-ev-0020
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
security
hard
[]
amj-ev-0021
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[]
security
hard
[]
amj-ev-0022
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[]
security
hard
[]
amj-ev-0023
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[]
security
hard
[]
amj-ev-0024
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
security
hard
[]
amj-ev-0025
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql", "doc" ]
multi-step
medium
[ "sql", "doc" ]
amj-ev-0026
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql", "mail" ]
multi-step
medium
[ "sql", "mail" ]
amj-ev-0027
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_read", "python", "doc" ]
multi-step
hard
[ "fs_read", "python", "doc" ]
amj-ev-0028
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "web_open", "pdf" ]
multi-step
medium
[ "web_open", "pdf" ]
amj-ev-0029
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
multi-step
hard
[ "sql" ]
amj-ev-0030
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
bosnian
easy
[]
amj-ev-0031
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "translate" ]
bosnian
easy
[ "translate" ]
amj-ev-0032
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
bosnian
easy
[]
amj-ev-0033
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "mail", "doc" ]
bosnian
medium
[ "mail" ]
amj-ev-0034
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
bosnian
medium
[]
amj-ev-0035
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[]
data
easy
[]
amj-ev-0036
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "python", "fs_read" ]
data
medium
[ "python" ]
amj-ev-0037
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "python", "fs_read" ]
data
medium
[ "python" ]
amj-ev-0038
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "python", "fs_read" ]
data
medium
[ "python" ]
amj-ev-0039
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "doc" ]
data
easy
[ "doc" ]
amj-ev-0040
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "health", "shell" ]
tool-selection
easy
[ "health" ]
amj-ev-0041
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "mail" ]
tool-selection
medium
[ "mail" ]
amj-ev-0042
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[ "ponuda" ]
tool-selection
medium
[ "ponuda" ]
amj-ev-0043
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "find" ]
tool-selection
easy
[ "find" ]
amj-ev-0044
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "hc" ]
tool-selection
medium
[ "hc" ]
amj-ev-0045
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "fs_write", "fs_read" ]
verification
medium
[ "fs_write", "fs_read" ]
amj-ev-0046
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "doc", "fs_stat" ]
verification
medium
[ "doc", "fs_stat" ]
amj-ev-0047
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "sql" ]
verification
medium
[ "sql" ]
amj-ev-0048
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
[ "mail" ]
verification
hard
[ "mail" ]
amj-ev-0049
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
true
retired-compromised
agentic-evaluation
0.3.0
true
[ "run" ]
verification
medium
[ "run" ]
amj-ev-0050
bs
{ "benchmark_version": "0.1.0", "held_out": false, "license": "Apache-2.0", "public_set": true, "retired_on": "2026-11-07T00:00:00", "retirement_reason": "item text was published in this repository from 2026-10-31 to 2026-11-07; the set can no longer be used as an independent holdout", "source": "own" }
false
retired-compromised
agentic-evaluation
0.3.0
true
End of preview. Expand in Data Studio

AgentMujo Dataset

Sve verzije AgentMujo dataset factoryja na jednom mjestu. Kanonski kod: https://github.com/gamai-io/agentmujo-training

Verzija Trening redova Datasetovi Kategorije Benchmark Gapovi
v0.1.0 3.536 5 9 — knowledge, coding, rag-memory, safety, agentic-evaluation
v0.2.0 3.716 9 12 — agentic-evaluation
v0.3.0 3.996 9 13 50 (retracted) —
v0.4.0 4.496 10 13 50 (retracted) —

v0.4.0

  • synthetic-tool-use 500 (schema-validated; sql/tool-selection/argument-generation/multi-step/verification/data).
  • Eval (tool-selection, Aitta/LUMI, javni skup - nije holdout): Qwen3.6-35B-A3B 25/50, gpt-oss-120b 28/50.
  • Ostalo kao v0.3.0: safety 60, knowledge 200, coding 100, RAG 100.
  • Vidi v0.4.0/RELEASE.json i benchmarks/results/.

v0.3.0

  • safety 60, knowledge 200 (bs Wikipedia, CC BY-SA 4.0), coding 100 (Apache-2.0), RAG 100, function-calling 1.374, agentic-tasks 739, bosnian 1.178, reasoning 75, preference-dpo 170.
  • Agentic benchmark 50 (10 kategorija × 5; v0.1 povucen 2026-11-07 jer je bio javno objavljen); nije trening.
  • Manifesti i SHA256 u v0.3.0/, RELEASE.json.

Licence

  • knowledge/RAG: CC BY-SA 4.0 (Wikipedia; attribution URL u metadata).
  • coding/benchmark: Apache-2.0.
  • safety/preference/ostalo: interno/Apache-2.0 po evidenciji.

MuJo development results and limitations (2026-11-06)

  • Corrected, privacy-filtered metrics: benchmarks/results/lumi-mujo-2026-11-06-corrected.json and benchmarks/results/lumi-mujo-2026-11-06-devset.json.
  • Code and method: https://github.com/gamai-io/agentmujo-training (benchmark/eval_text3.py, benchmark/EVAL_METHOD.md, docs/CORRECTION-2026-11-06.md).
  • Earlier attribution of 46/63 and 81/86 to v5e3/v6 was wrong (stale adapter path) and is superseded.
  • args_sem is lowercase normalisation, not semantic or SQL equivalence; tool_ok is a matching heuristic and does not prove execution.
  • v26 overlaps training families and is not an independent holdout; v25 is format-symmetric. Do not read these as evidence of general agent capability.
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