Repository

meta-harness-tbench2-artifact

's Terminus-2 framework. 76.4% on Terminal-Bench 2.0 (89 tasks × 5 trials, Claude Opus 4.6). · License unknown · Install via pip · Maintenance unknown

License
Unknown
Split
N
Easy
4
Medium
55

Specs

  • SplitN
  • Easy4
  • Medium55
  • Hard30

README

Meta-Harness

Agent scaffold for Terminal-Bench 2.0, built on top of Terminus-KIRA by KRAFTON AI and Harbor's Terminus-2 framework.

Results

76.4% on Terminal-Bench 2.0 (89 tasks × 5 trials, Claude Opus 4.6).

Split N Score
Easy 4 100.0
Medium 55 81.1
Hard 30 64.7
All 89 76.4

Usage

pip install harbor

export ANTHROPIC_API_KEY=<your-key>

harbor run \
  --agent-import-path agent:AgentHarness \
  -d [email protected] \
  -m anthropic/claude-opus-4-6 \
  -e runloop \
  -n 20 \
  --n-attempts 5

Method

Meta-Harness extends the Terminus-KIRA agent with environment bootstrapping: before the agent loop starts, it gathers a snapshot of the sandbox environment (working directory, file listing, available languages/tools, package managers, memory) and injects it into the initial prompt. This saves 2-5 early exploration turns that the agent normally spends on ls, which python3, etc.

The agent was discovered through automated harness evolution. More details coming soon.

Acknowledgements

We thank KRAFTON AI for compute support.