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CLI and Scripts

Docker-only execution

All commands run inside Docker containers. Use the provided scripts.

All commands must run in Docker. Use the provided scripts.

Core scripts​

  • ./scripts/run_all_tasks.sh (SWE-bench-verified)
  • ./scripts/run_design2code_skyrl.sh
  • ./scripts/run_design2code_openenv.sh
  • ./scripts/run_design2code_tinker.sh
  • ./scripts/train_design2code_tinker.sh
  • ./scripts/run_lint.sh

run_all_tasks.sh​

Run the command below from the repo root in Docker:

./scripts/run_all_tasks.sh --task django__django-10914
./scripts/run_all_tasks.sh --limit 5
./scripts/run_all_tasks.sh --avd-rehydrate
./scripts/run_all_tasks.sh --avd-cold-boot

run_design2code_skyrl.sh​

Run the command below from the repo root in Docker:

./scripts/run_design2code_skyrl.sh design2code_0000 \
  --episodes 3 \
  --policy openhands

run_design2code_openenv.sh​

Run the command below from the repo root in Docker:

./scripts/run_design2code_openenv.sh design2code_0000 --use-openhands --episodes 3

run_design2code_tinker.sh​

Run the command below from the repo root in Docker:

./scripts/run_design2code_tinker.sh --task-dir tasks --limit 12 \
  --policy tinker \
  --model Qwen/Qwen3-4B-Instruct-2507 \
  --episodes 3 \
  --max-tokens 4096 \
  --max-total-tokens 3000000

Next Steps​