## Description
## Type of Change
- [ ] New Benchmark Scenario (Industry/Asset type)
- [ ] Evaluation Metric / Scorer
- [ ] Agentic Orchestration Logic (ReAct, Plan-Execute, etc.)
- [ ] Infrastructure / Tooling Improvement

## Industry Relevance
## Related Issues
- Refs: #

## Testing & Validation
- [ ] **Unit Tests**: `uv run pytest tests/unit` passed.
- [ ] **Scenario Validation**: Verified that the agent can execute the trajectory.
- [ ] **Data Integrity**: Checked that no PII or sensitive industrial data is included.

## Checklist
- [ ] My code follows the project's Ruff formatting and linting rules.
- [ ] I have performed a self-review of my code.
- [ ] I have updated the documentation (README or /docs) accordingly.
- [ ] I have signed off my commits (DCO).