opensource_community
Open source · Systems engineering

Tools built from
field experience.

A focused portfolio of infrastructure for working with domestic supercomputing clusters—and contributions to scientific computing in the open.

01

Original work

One shared body of operational knowledge, delivered through two complementary interfaces.

SCNet tooling ecosystem

Make difficult clusters
predictable to operate.

Practical knowledge and deterministic automation for SSH setup, Slurm jobs, failure diagnosis, and Hygon DCU/DTK development on scnet.cn and similar systems.

HPCSlurmHygon DCUShellAgent tooling
CORE / 01

scnet-hpc

The canonical agent skill: cluster profiles, safe connection setup, compliant job generation, live capability probes, and field-tested troubleshooting guidance.

OriginalMITGitHub
INTEGRATION / 02

dsh-scnet

A DeepSeek Harness bundle that packages the shared skill and exposes seven deterministic tools for cluster discovery, SSH, Slurm, and compute-node probes.

OriginalDSH pluginGitHub
02

Collaborative work

Contributions to a larger community-led scientific computing project.

Contributor · 42 contributions

OneFLOW

An open-source, large-scale multiphysics scientific simulation environment for computational fluid dynamics, built around C++, CMake, MPI, and heterogeneous acceleration.

View upstream repository
Working principle

Build the reusable layer, document the constraints, and leave enough evidence for the next person to reproduce the result.