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math-0
math
Compute 74^939233 mod 14105. Reply with the integer. You may run shell commands (python3 is available) before giving your final answer.
answer
math-1
math
How many integers x with 1 <= x <= 197901 are divisible by exactly one of 4 and 9? You may run shell commands (python3 is available) before giving your final answer.
answer
math-2
math
Find the smallest positive integer x with 15653*x ≡ 16320 (mod 100003). You may run shell commands (python3 is available) before giving your final answer.
answer
math-3
math
What is the sum of the decimal digits of 43! ? You may run shell commands (python3 is available) before giving your final answer.
answer
math-4
math
In how many ways can 252 be written as an unordered sum of coins from [1, 2, 5, 10] (unlimited coins)? You may run shell commands (python3 is available) before giving your final answer.
answer
math-5
math
Compute 13^701620 mod 43707. Reply with the integer. You may run shell commands (python3 is available) before giving your final answer.
answer
math-6
math
How many integers x with 1 <= x <= 497538 are divisible by exactly one of 4 and 10? You may run shell commands (python3 is available) before giving your final answer.
answer
math-7
math
Find the smallest positive integer x with 6201*x ≡ 3031 (mod 10007). You may run shell commands (python3 is available) before giving your final answer.
answer
math-8
math
What is the sum of the decimal digits of 84! ? You may run shell commands (python3 is available) before giving your final answer.
answer
math-9
math
In how many ways can 502 be written as an unordered sum of coins from [1, 2, 10, 50] (unlimited coins)? You may run shell commands (python3 is available) before giving your final answer.
answer
reason-0
reason
Each term of a sequence is a fixed linear function of the previous two terms plus a constant. Terms 1 to 6: [2, 2, 8, 14, 26, 44]. What is term 7? You may run shell commands (python3 is available) before giving your final answer.
answer
reason-1
reason
Shortest path length (number of moves, 4-directional) from the top-left to the bottom-right cell, '#' is a wall: ....... #.##..# .....## ...#.#. ....#.. .#....# .#..... You may run shell commands (python3 is available) before giving your final answer.
answer
reason-2
reason
Minimum number of parentheses to insert anywhere so this string becomes balanced: (()((()()())() You may run shell commands (python3 is available) before giving your final answer.
answer
reason-3
reason
Write the base-9 number 105364782 in base 16 (lowercase digits). You may run shell commands (python3 is available) before giving your final answer.
answer
reason-4
reason
Heights are all distinct. Gus is taller than Fay. Cy is taller than Gus. Ana is taller than Cy. Hal is taller than Ana. Who is number 2 when sorted from tallest (1 = tallest)? You may run shell commands (python3 is available) before giving your final answer.
answer
reason-5
reason
Each term of a sequence is a fixed linear function of the previous two terms plus a constant. Terms 1 to 8: [1, 4, 6, 8, 10, 12, 14, 16]. What is term 9? You may run shell commands (python3 is available) before giving your final answer.
answer
reason-6
reason
Shortest path length (number of moves, 4-directional) from the top-left to the bottom-right cell, '#' is a wall: ..#....## #..#..#.# ....##..# #.###.... ......#.# ..##..... ...##..#. ....##.#. ...#..... You may run shell commands (python3 is available) before giving your final answer.
answer
reason-7
reason
Minimum number of parentheses to insert anywhere so this string becomes balanced: )())()((((()()()(()) You may run shell commands (python3 is available) before giving your final answer.
answer
reason-8
reason
Write the base-7 number 421260221503 in base 16 (lowercase digits). You may run shell commands (python3 is available) before giving your final answer.
answer
reason-9
reason
Heights are all distinct. Di is taller than Gus. Ana is taller than Fay. Hal is taller than Cy. Fay is taller than Hal. Gus is taller than Ana. Bo is taller than Di. Who is number 6 when sorted from tallest (1 = tallest)? You may run shell commands (python3 is available) before giving your final answer.
answer
swe-0
swe
The file lib.py in the working directory has a bug. window_max(xs, k) returns the max of every length-k window of xs, left to right. Fix lib.py using shell commands. It is scored on hidden tests when you answer.
workspace
swe-1
swe
The file lib.py in the working directory has a bug. dedupe(xs) removes duplicates, keeping the first occurrence and the original order. Fix lib.py using shell commands. It is scored on hidden tests when you answer.
workspace
swe-2
swe
The file lib.py in the working directory has a bug. parse_kv('a=1;b=2') returns {'a': 1, 'b': 2}. Keys are stripped, a trailing ';' or empty input is allowed, later duplicates win. Fix lib.py using shell commands. It is scored on hidden tests when you answer.
workspace
swe-3
swe
The file lib.py in the working directory has a bug. merge_intervals(iv) merges overlapping or touching closed intervals and returns a sorted list of [start, end] lists. Fix lib.py using shell commands. It is scored on hidden tests when you answer.
workspace
swe-4
swe
The file lib.py in the working directory has a bug. chunk(xs, n) splits xs into consecutive lists of length n, the last one may be shorter. Fix lib.py using shell commands. It is scored on hidden tests when you answer.
workspace
swe-5
swe
The file lib.py in the working directory has a bug. window_max(xs, k) returns the max of every length-k window of xs, left to right. Fix lib.py using shell commands. It is scored on hidden tests when you answer.
workspace
swe-6
swe
The file lib.py in the working directory has a bug. dedupe(xs) removes duplicates, keeping the first occurrence and the original order. Fix lib.py using shell commands. It is scored on hidden tests when you answer.
workspace
swe-7
swe
The file lib.py in the working directory has a bug. parse_kv('a=1;b=2') returns {'a': 1, 'b': 2}. Keys are stripped, a trailing ';' or empty input is allowed, later duplicates win. Fix lib.py using shell commands. It is scored on hidden tests when you answer.
workspace
swe-8
swe
The file lib.py in the working directory has a bug. merge_intervals(iv) merges overlapping or touching closed intervals and returns a sorted list of [start, end] lists. Fix lib.py using shell commands. It is scored on hidden tests when you answer.
workspace
swe-9
swe
The file lib.py in the working directory has a bug. chunk(xs, n) splits xs into consecutive lists of length n, the last one may be shorter. Fix lib.py using shell commands. It is scored on hidden tests when you answer.
workspace
term-0
term
app.log has lines 'DATE TIME LEVEL SERVICE MESSAGE'. Write the number of ERROR lines of service auth to out.txt. Use shell commands in the working directory.
workspace
term-1
term
users.csv has columns name,age,city. Write the names of the 3 oldest users in Lima to out.txt, one per line, oldest first, ties broken by name ascending. Use shell commands in the working directory.
workspace
term-2
term
access.log is a web server log (client ip first, status code second to last). Write the distinct client IPs that received a 5xx status to out.txt, one per line, sorted numerically by octets. Use shell commands in the working directory.
workspace
term-3
term
Write the total size in bytes of all *.dat files under data/ (recursive) to out.txt. Use shell commands in the working directory.
workspace
term-4
term
words.txt has one word per line. Write the distinct palindromic words (length >= 1) to out.txt, one per line, sorted alphabetically. Use shell commands in the working directory.
workspace
term-5
term
app.log has lines 'DATE TIME LEVEL SERVICE MESSAGE'. Write the number of ERROR lines of service cron to out.txt. Use shell commands in the working directory.
workspace
term-6
term
users.csv has columns name,age,city. Write the names of the 3 oldest users in Lima to out.txt, one per line, oldest first, ties broken by name ascending. Use shell commands in the working directory.
workspace
term-7
term
access.log is a web server log (client ip first, status code second to last). Write the distinct client IPs that received a 5xx status to out.txt, one per line, sorted numerically by octets. Use shell commands in the working directory.
workspace
term-8
term
Write the total size in bytes of all *.dat files under data/ (recursive) to out.txt. Use shell commands in the working directory.
workspace
term-9
term
words.txt has one word per line. Write the distinct palindromic words (length >= 1) to out.txt, one per line, sorted alphabetically. Use shell commands in the working directory.
workspace
work-0
work
Expense report (id,dept,amount): E0,HR,400.72 E1,Ops,797.18 E2,Ops,277.96 E3,Sales,702.84 E4,HR,634.59 E5,Eng,452.65 E6,HR,69.79 E7,Sales,744.38 E8,HR,834.91 E9,Sales,52.14 E10,Ops,292.09 E11,Ops,546.66 E12,Sales,467.66 E13,Sales,185.94 E14,Sales,436.49 E15,Ops,25.94 E16,HR,253.68 E17,Sales,467.46 E18,Ops,195.19 E19,Sa...
answer
work-1
work
Sales (rep,quarter,units): Hal,Q1,2980 Hal,Q2,8222 Ivy,Q1,3051 Ivy,Q2,3218 Ana,Q1,1093 Ana,Q2,7254 Cy,Q1,8117 Cy,Q2,2129 Di,Q1,6583 Di,Q2,8065 Eli,Q1,7142 Eli,Q2,2270 Which rep sold the most units in Q2? You may run shell commands (python3 is available) before giving your final answer.
answer
work-2
work
Person 1 busy: 11:00-12:00, 11:30-12:00, 16:00-17:30, 16:30-18:00 Person 2 busy: 09:30-10:30, 10:00-11:30, 11:00-12:30, 16:00-16:30 Person 3 busy: 11:00-12:30, 11:30-13:00, 14:00-14:30, 16:00-17:00 Working hours 09:00-17:00. Earliest start time (HH:MM, on a 15-minute grid) for a 60-minute meeting everyone can attend? Y...
answer
work-3
work
Invoices (id,amount): INV100,996 INV101,397 INV102,1951 INV103,391 INV104,233 INV105,905 INV106,802 INV107,382 Payments (invoice,amount): INV102,1951 INV101,198 INV103,195 INV103,196 INV104,117 INV106,802 INV100,996 INV105,905 INV101,199 INV104,116 List the invoice ids not fully paid, sorted ascending, comma-separated ...
answer
work-4
work
Ratings (product,stars): Pen,3 Pen,2 Pen,4 Pen,1 Pen,1 Ink,5 Ink,1 Ink,4 Ink,3 Ink,2 Pad,4 Pad,1 Pad,3 Cap,5 Cap,5 Cap,4 Which product has the lowest average rating? You may run shell commands (python3 is available) before giving your final answer.
answer
work-5
work
Expense report (id,dept,amount): E0,Ops,13.90 E1,Sales,263.90 E2,Sales,700.14 E3,Eng,108.08 E4,Ops,616.47 E5,Ops,134.20 E6,Eng,649.07 E7,Sales,131.53 E8,Eng,874.82 E9,Eng,880.26 E10,HR,441.01 E11,Eng,22.48 E12,HR,48.34 E13,Sales,665.88 E14,Ops,40.20 E15,HR,116.55 E16,Eng,250.65 E17,Sales,323.07 E18,Ops,233.05 E19,Sales...
answer
work-6
work
Sales (rep,quarter,units): Di,Q1,1361 Di,Q2,7108 Di,Q3,8518 Ivy,Q1,1312 Ivy,Q2,3702 Ivy,Q3,3540 Gus,Q1,4302 Gus,Q2,1336 Gus,Q3,5412 Bo,Q1,2188 Bo,Q2,8462 Bo,Q3,4499 Cy,Q1,8559 Cy,Q2,8158 Cy,Q3,6314 Eli,Q1,8475 Eli,Q2,5600 Eli,Q3,5598 Which rep sold the most units in Q2? You may run shell commands (python3 is available)...
answer
work-7
work
Person 1 busy: 09:00-10:30, 10:30-11:00, 12:30-14:00, 14:00-15:30 Person 2 busy: 09:30-10:30, 13:00-14:30, 14:30-16:00, 15:30-17:00 Person 3 busy: 10:00-10:30, 12:00-12:30, 13:30-15:00, 16:00-16:30 Person 4 busy: 13:30-14:30, 15:00-15:30, 16:00-16:30, 16:30-18:00 Working hours 09:00-17:00. Earliest start time (HH:MM, o...
answer
work-8
work
Invoices (id,amount): INV100,1725 INV101,804 INV102,1844 INV103,1282 INV104,1857 INV105,1025 INV106,462 INV107,872 INV108,271 INV109,1448 INV110,1136 INV111,1471 INV112,1215 INV113,722 Payments (invoice,amount): INV105,512 INV107,872 INV103,1257 INV112,1215 INV111,735 INV109,724 INV108,232 INV106,462 INV101,804 INV100,...
answer
work-9
work
Ratings (product,stars): Pen,5 Pen,3 Pen,1 Pen,2 Ink,1 Ink,1 Ink,1 Ink,5 Ink,2 Ink,1 Pad,1 Pad,3 Pad,2 Pad,3 Pad,1 Pad,4 Cap,4 Cap,3 Cap,2 Cap,4 Cap,4 Cap,1 Tag,4 Tag,1 Tag,4 Which product has the lowest average rating? You may run shell commands (python3 is available) before giving your final answer.
answer

Mixed Skills OpenEnv Environment

One OpenEnv server with 50 deterministic, procedurally generated tasks in five families, 10 tasks each:

Family Tasks Skill
math 10 Modular arithmetic, inclusion-exclusion counting, modular inverses, digit sums of large factorials, coin-change counting
reason 10 Recurrence sequences, grid shortest paths, bracket repair, base conversion, ordering puzzles
swe 10 Fix a small buggy Python function in lib.py, scored on hidden tests
term 10 Shell tasks over generated logs, CSVs and file trees that write a result file
work 10 Office-style questions over small tables: totals, rankings, meeting slots, invoice reconciliation, rating averages

Each task_id (math-0 ... work-9) maps to one fixed instance, so five rollouts of a task form a proper GRPO group. Hard variants exist in each family (-5 to -9) with larger inputs.

Interaction

The action has two optional fields. Set exactly one:

  • {"command": "<shell command>"} runs in a per-episode scratch workspace (python3 and standard Unix tools are available). Up to 12 commands per episode.
  • {"answer": "<final answer>"} ends the episode and is scored.

The first observation carries the task text. Later observations carry the command output and the commands left. When the command budget runs out the episode is scored as it stands.

Reward

Terminal and binary, always in [0, 1]:

  • math, reason, work: 1 if the normalized answer equals the expected answer, otherwise 0. The shell is available as a calculator.
  • swe: 1 if the edited lib.py matches the reference function on 40 hidden test inputs, otherwise 0.
  • term: 1 if out.txt matches the expected content exactly, otherwise 0.

Hidden verifiers and expected answers live only in the image. Agent shell commands run as an unprivileged user and cannot read them.

Files

  • tasks.jsonl: one row per task with task_id, family, prompt and kind.

Image: docker.io/chrismun/mixed-env (linux/amd64, built from the public OpenEnv base image).

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