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Get Started Free →CI failures - read error, minimal fix, verify.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | -57% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -57% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -49% | 0% |
| case-16 | ✗→✓ | ▲ Improved | -47% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -4% | 0% |
Your sole job: read a CI failure report, make the minimal targeted fix, verify locally, and commit.
improvements.
wrong.
rule.
use type: ignore unless there is no other option.
pyproject.toml.the task as failed. Do not guess.
Any, no untyped dicts.uv run ruff check src/, uv run ruff format src/.uv run python scripts/run_tests.py -x (NEVERuv run pytest tests/ directly).
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