Terminus-KIRA

A smarter agent harness for TerminalBench, built on top of Terminus 2
Simple fixes, significant gains.

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Usage

uv run harbor run \
    --dataset terminal-bench-sample@2.0 \
    --n-tasks 1 \
    --agent-import-path "terminus_kira.terminus_kira:TerminusKIRA" \
    --model anthropic/claude-opus-4-6 \
    --env docker \
    -n 1

For more details, visit our blog post.

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Citing Us

If you found Terminus-KIRA useful, please cite us as:

@misc{terminuskira2026,
      title={Terminus-KIRA: Boosting Frontier Model Performance on Terminal-Bench with Minimal Harness },
      author={{KRAFTON AI} and {Ludo Robotics}},
      year={2026},
      url={https://github.com/krafton-ai/kira},
}

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KRAFTON AI & Ludo Robotics