Meta-Task-Data / README.md
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metadata
license: apache-2.0
language:
  - en
task_categories:
  - text-generation
tags:
  - terminal-agents
  - code-agent
  - task-synthesis
  - agent-trajectories
  - sft

Meta-Task-Data

Data produced by Meta-Task, the official implementation of "Meta-Task: Turning Terminal Task Synthesis into a Terminal Task for Scalable Agent Training" (arXiv:2607.27929).

Meta-Task redefines terminal task synthesis as a Terminal-Bench-format terminal task: an agent runs inside a Docker container to generate, execute, and verify new terminal tasks.

Contents

Path Contents
tasks/meta_tasks_v1.tar.gz 3,220 synthesized terminal tasks. Each is a complete Terminal-Bench package (instruction.md, task.toml, environment/, solution/, tests/). Extracts to v1/<task-name>/.
trajectories/sft_trajectories_3221.jsonl 3,221 SFT trajectories, one JSON object per line.

Trajectory format

Each line of sft_trajectories_3221.jsonl:

Field Description
messages Conversation turns (role, content) of the agent solving the task.
id Name of the source task (matches a directory under v1/).
data_type sft
special_ability code_agent
source terminalbench
synthetic_model Model that generated the trajectory (Qwen3.5-397B-A17B-FP8).
tag e.g. {"code_agent": "terminus-2"} — the agent scaffold used.

Loading

import json, tarfile

with tarfile.open("tasks/meta_tasks_v1.tar.gz") as tf:
    tf.extractall("tasks/")          # -> tasks/v1/<task-name>/

with open("trajectories/sft_trajectories_3221.jsonl") as f:
    trajectories = [json.loads(line) for line in f]

Links

License

Apache-2.0.