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tdesk

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metadata 
license: bsd-3-clause
pretty_name: T-Desk (OpenEnv)
tags:
  - openenv
  - reinforcement-learning
  - agents
  - terminal
configs:
  - config_name: tasks
    data_files:
      - split: train
        path: data/tasks.jsonl
  - config_name: tasks_roomy
    data_files:
      - split: train
        path: data/tasks_roomy.jsonl

T-Desk

These are the Workbench task families (real-library bug fixing, reflow and downtime audits, an expense audit, and route planning), served through an interface copied field for field from OpenEnv's tbench2_env. That is the interface the OpenEnv Arena operators' smoke tests use.

Interface

  • Actions: exec, write_file, evaluate.
  • Observations: the instruction is repeated every turn, and output is never trimmed.
  • Reward: binary, through evaluate.
  • Budget: 4,096 completion and 8,192 context tokens.

Pre-registered experiment. Does training under the eval's likely interface and budget move the private score, when other environments did not? The hypothesis, predictions and verdict rules are at https://github.com/moarshy/openenv-arena-notes/blob/main/versions/v6-tdesk.md

Calibration. Qwen3.8-27B, thinking off, strict JSON, arena budget accounting: 13/128 ≈ 10% solved. Failures were budget exhaustion (over-reading, re-verifying) and JSON format breaks.

  • Image: ghcr.io/moarshy/workbench:tdesk-v1
  • Source: https://github.com/moarshy/workbench (server/tdesk_environment.py)
  • Licences: the vendored libraries keep their own: toolz and boltons are BSD-3-Clause, tabulate and inflection are MIT.

v7: roomy variant (tdesk-roomy-v1)

The same tbench2 interface with Workbench v3's budget (12,288 / 16,384) and tasks (minus plant). It isolates the interface from the budget after v6 scored 0/40. Pre-registered at https://github.com/moarshy/openenv-arena-notes/blob/main/versions/v7-tdesk-roomy.md

  • Image: ghcr.io/moarshy/workbench:tdesk-roomy-v1
  • Tasks: data/tasks_roomy.jsonl
  • Calibration (strict JSON): 11/64. With room to work, format breaks, not the budget, dominate failures.