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runpod-usage

runpod/runpod-p…official

Explain Runpod architecture and design choices: Pods versus Serverless, GPU/VRAM, image construction, storage, networking, and workload development. For creating or improving a complete template project use runpod-build-template; execute infrastructure with runpodctl/runpod-mcp and code-first work with flash.

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安装命令

npx skills add https://github.com/runpod/runpod-plugins-official --skill runpod-usage

SKILL.md

Runpod usage (concepts)

Background knowledge for making the right choice before you act. This skill runs nothing — once you know what to do, execute with runpod-mcp/runpodctl (infra), flash (your own code), or companion-clis (models/images/data).

This skill explains; the golden paths demonstrate. When the question is really "how do I do X" rather than "how does X work", the verified end-to-end example is the faster answer — runpod/golden-paths/README.md. Read the concept here, then follow the path.

To author files for a custom template, use runpod-build-template; this lane supplies the shared concepts, not a competing packaging workflow.

Read the one reference file that matches the question:

相关 Skills

runpodctlrunpod/runpod-p…officialRunpod CLI for managing GPU/CPU workloads from the terminal — pods, serverless endpoints, templates, network volumes, Hub deploys, models, SSH, and file transfer (send/receive). Use for terminal/CI/scripting, SSH setup, `doctor`, or when the Runpod MCP tools are not connected; prefer runpod-mcp for structured tool calls in an MCP-enabled session.智能体工作流1.5万flashrunpod/runpod-p…officialWrite and deploy code-first Runpod Serverless with runpod-flash: @Endpoint/@remote, flash dev, resource configuration, and debugging. Use runpod-build-template for explicit Dockerfile/template project authoring, and runpodctl/runpod-mcp for infrastructure management.部署与运维1.4万companion-clisrunpod/runpod-p…officialCompanion CLIs for Runpod workflows — HuggingFace, GitHub, Docker, and AWS. Use runpod-build-template for complete template project authoring, and the ComfyUI model-repair guide in runpod-templates for imported workflows lacking model download metadata.智能体工作流1.4万runpodrunpod/runpod-p…officialStart here for any Runpod task — running GPU/CPU pods, deploying serverless endpoints, templates, network volumes, building images, or understanding how Runpod works. Routes to the right skill (runpod-mcp, runpodctl, flash, companion-clis, runpod-usage, runpod-templates, runpod-build-template, runpod-migrate) and indexes two dozen live-verified end-to-end examples (golden paths) — use it when the lane is unclear, and for any multi-step or provisioning task even when it is not.智能体工作流1.3万runpod-mcprunpod/runpod-p…officialManage Runpod infrastructure through the connected Runpod MCP server's tool calls (pods, serverless endpoints and jobs, templates, network volumes, registry credentials, secrets, clusters, the GPU/CPU catalog, and billing), and connect the server when it is missing (hosted or local npx). Load it before the first Runpod MCP tool call of a request: it routes the task to the journey skill that carries the procedure, owns the answer contract and the rules on which resources you may change, and defers to runpodctl for the terminal, file transfer, and SSH setup; template project and Hub listing authoring routes to runpod-build-template.智能体工作流1.3万runpod-migraterunpod/runpod-p…officialMigrate a codebase from the Runpod GraphQL API or REST v1 to REST v2 — inventory which parts use which API version, rewrite the call sites, flag breaking changes, and verify. Use when someone asks to move to v2, asks what v2 would change, or asks which Runpod API their code is on. For managing infrastructure rather than migrating code, use runpod-mcp or runpodctl.后端与数据库1.1万