Where collaborators can help

The project welcomes contributions across the modeling workflow. Useful areas include:

  • Additional SWMM case studies — more watersheds and project types broaden the runnable benchmark set.
  • Stronger calibration and validation workflows — improved parameter estimation, uncertainty analysis, and verification paths.
  • DEM, land-use, soil, and drainage-asset workflows — richer GIS preprocessing for subcatchment and network assembly.
  • New MCP tools — additional tool interfaces that extend the modular skill layer.
  • QA testing — exercising the verification-first provenance and audit checks.
  • Tutorials — worked examples and documentation that lower the onboarding curve.
  • Interoperability with GIS, ML, and hydrologic toolchains — connecting Agentic SWMM to the wider modeling ecosystem.

Contact

For questions or collaboration opportunities, reach out to the authors:

Citation

If you use this workflow in your research, please cite the manuscript and the software repository. GitHub citation metadata is also provided in CITATION.cff.

APA manuscript / preprint
Zhang, Z., & Valeo, C. (2026). Agentic Modelling Pipeline: Reproducible Rapid Stormwater Modelling Management System with OpenClaw. https://doi.org/10.31223/X5F47G
APA repository
Zhang, Z., & Valeo, C. (2026). agentic-swmm-workflow [Computer software]. GitHub. https://github.com/Zhonghao1995/agentic-swmm-workflow
Archived release (Zenodo)
An archived, citable snapshot of the software is available on Zenodo: https://doi.org/10.5281/zenodo.20337281