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[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
[ { "role": "system", "content": "You are a computer-use agent controlling macOS. You get a task and the current screen as a linearized accessibility tree (one line per element: tag\\ttext\\tposition (center x & y)\\tsize (w & h)).\n\nPick the single best next action and reply with ONLY one JSON object, no ma...
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macOS AX-Agent — SFT dataset

1,887 next-action examples for training a text-only accessibility-tree → GUI action model.

Source

Curated from markov-ai/computer-use (Apache-2.0): successful computer-use agent trajectories on OSWorld tasks, produced by Gemini 3 Flash with linearized accessibility-tree grounding. Only fully-successful trajectories (score = 1.0) are included.

Format

Each row is {"messages": [...]} (chat template of Qwen/Qwen3-4B-Instruct-2507):

  • system: computer-use agent prompt + JSON action schema (coordinates normalized to 0..1)
  • user: TASK: ... + optional LAST ACTION: + CURRENT SCREEN (accessibility tree): (linearized AX tree: tag\ttext\tposition (center x & y)\tsize (w & h))
  • assistant: canonical next action, e.g. {"action": "click", "x": 0.62, "y": 0.41}

Action types: click (1030), exit (275), type (274), hotkey (164), open_app (63), scroll (38), wait (24), drag_and_drop (15), switch_window (4).

Splits

  • train.jsonl — 1,604 examples
  • valid.jsonl — 283 examples (split by trajectory, no leakage)

Reproducibility

scripts/prep_data.py regenerates the JSONL from the raw source parquet.

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