From mdclaw
Submits and manages SLURM jobs for MDClaw workflow nodes, handling cluster discovery, single-node and job-array submission, status sync to the DAG, and production restart extensions.
How this skill is triggered — by the user, by Claude, or both
Slash command
/mdclaw:hpc-runThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Read `skills/common/preamble.md`, `skills/common/tool-output.md`, and
Read skills/common/preamble.md, skills/common/tool-output.md, and
skills/common/node-cli-patterns.md before acting.
Use this skill when the user wants to run equilibration or production nodes on SLURM, submit multiple replicates or systems, monitor/recover jobs, configure cluster policy, or extend production runs.
Structure preparation remains a login-node or interactive step. HPC submission
starts after a topo node exists and the next eq or prod node can resolve
its inputs from the DAG.
skills/hpc-run/discovery-policy.mdskills/hpc-run/submit-single.mdskills/hpc-run/submit-array.mdskills/hpc-run/monitor-recover.mdskills/hpc-run/prod-extension.mdskills/hpc-run/study-campaigns.md--job-dir and --node-id when submitting or running a DAG
workflow node.--system-xml-file, --topology-pdb-file, --state-xml-file, or --restart-from in normal
DAG SLURM commands; resolver logic handles these.COMPLETED SLURM state alone does not mark a node complete. The MDClaw tool
running inside the job owns the final complete_node call.--platform CUDA (or --platform OpenCL) and you
pass neither --gpus nor --gres, submit_job / submit_array_job auto-set
--gpus 1 and emit a warning, so a CUDA run never lands on a CPU-only node.
On a GPU cluster, default min/eq/prod to --platform CUDA so they
request a GPU. Pass --gpus N for multi-GPU, or --gres gpu:<type>:N on
clusters that require GRES form (--gres also suppresses the autodetection).
--platform auto does NOT trigger a GPU request on HPC: without an allocated
GPU it falls back to CPU, so make GPU intent explicit with --platform CUDA.Provides UI/UX resources: 50+ styles, color palettes, font pairings, guidelines, charts for web/mobile across React, Next.js, Vue, Svelte, Tailwind, React Native, Flutter. Aids planning, building, reviewing interfaces.
Fetches up-to-date documentation from Context7 for libraries and frameworks like React, Next.js, Prisma. Use for setup questions, API references, and code examples.
npx claudepluginhub matsunagalab/mdclaw --plugin mdclaw