Gamanjie developed the Fluid Incubation Due Diligence Template for the cncf/toc repository, creating a standardized framework to evaluate projects for CNCF incubation. The work focused on documentation and project management, using Markdown to detail governance structures, adopter interviews, security considerations, and engineering principles. Gamanjie collaborated with multiple contributors to co-author and integrate governance and ecosystem sections, ensuring alignment with CNCF criteria. The template improved transparency and repeatability in the incubation evaluation process, enabling auditable decisions and clearer expectations for contributors. The contribution was surface-level, primarily addressing documentation needs rather than deep engineering or codebase changes within the Fluid project.