runpod-plugins-official

In the author's own words, from each skill's SKILL.md.

• add-concept

  Add or change a node in the Runpod concept graph (plugins/runpod/skills/runpod-usage/concepts/*.yaml), including process nodes that explain how something works step by step. Use when asked to add a concept, add a rule to one, document how a Runpod flow works, or fix a node. Covers duplicate checks, choosing the kind, finding public sources, writing the file, validating, and checking the graph. Pa…

  .claude/skills/add-concept/SKILL.md on GitHub (opens in a new tab)

• write-guide

  Write or change a skill, reference doc or golden path in this repo so it agrees with the concept graph and is linked to it. Use when adding or editing any SKILL.md, reference/*.md or golden path, and after adding or changing a concept so the docs that cover it are updated too. Pairs with the add-concept skill, which covers the concept files themselves.

  .claude/skills/write-guide/SKILL.md on GitHub (opens in a new tab)

• companion-clis

  Companion CLIs for Runpod workflows — HuggingFace, GitHub, Docker, and AWS. Use the ComfyUI model-repair guide in runpod-templates instead when an imported ComfyUI workflow lacks model download metadata.

  plugins/runpod/skills/companion-clis/SKILL.md on GitHub (opens in a new tab)

• cost-audit

  Read-only Runpod spend audit: find idle spend, explain serverless billing when nothing seems to run, break spend down by resource type and by resource, and give a whole-account snapshot. Every figure comes from the MCP billing and list reads; it recommends actions and never stops or changes anything. Use when the user asks about their bill, what is costing money, what is running on the account, o…

  plugins/runpod/skills/cost-audit/SKILL.md on GitHub (opens in a new tab)

• discovery

  Answer what is available, what fits and the price against Runpod's catalogs: GPU and CPU types with price, live stock per data center and per product, the CUDA versions that have capacity, the Hub worker marketplace, the public template catalog, and the pay-per-use Public Endpoints. Read-only: it filters to the user's real constraint, sizes a model's VRAM need against real stock, quotes price and…

  plugins/runpod/skills/discovery/SKILL.md on GitHub (opens in a new tab)

• endpoint-ops

  Operate a Serverless endpoint that already exists: diagnose queued jobs and dying workers, tune scaling, idle timeout and FlashBoot safely, pin the GPU selection, and manage the queue (cancel a job, purge). Read-only by default; changes only the exact setting the user authorized, with a read before and after. Use when the user has an endpoint and asks why it is slow, stuck or failing, or wants on…

  plugins/runpod/skills/endpoint-ops/SKILL.md on GitHub (opens in a new tab)

• flash

  runpod-flash — code-first serverless: write Python locally, run it on remote Runpod GPUs/CPUs with `flash dev` (hot-reload + live worker logs), then `flash deploy`. Use for @Endpoint/@remote functions, resource config, and debugging flash deployments. For CLI-only infra management use runpodctl or runpod-mcp.

  plugins/runpod/skills/flash/SKILL.md on GitHub (opens in a new tab)

• lifecycle-crud

  Create, verify by read-back, and manage the lifecycle of Runpod's reusable plumbing (templates, network volumes, container registry credentials, account secrets, the account's SSH public keys, and Instant Clusters), plus staging large model files on a volume and diagnosing a private-image pull failure. Use when the user wants one of those resources created, changed, inspected or removed through t…

  plugins/runpod/skills/lifecycle-crud/SKILL.md on GitHub (opens in a new tab)

• pod-deploy

  Provision a Runpod Pod for interactive, development or training use and tell the user exactly how to connect to it. Reads stock before creating, picks the image and GPU class from the catalog reads, exposes only the ports the workload needs, hands back the working proxy URL or SSH address, and for training co-locates a network volume so checkpoints outlive the Pod. Also covers creating a Pod and…

  plugins/runpod/skills/pod-deploy/SKILL.md on GitHub (opens in a new tab)

• pod-doctor

  Diagnose a Runpod Pod that is unreachable, GPU-blind or stuck, and perform a recovery action only when the user authorizes one. Use when an existing Pod misbehaves, through the Runpod MCP tools: its proxy URL answers 502, CUDA is not available inside the container, a restarted Pod has no GPU, the user wants a Pod's logs read, an account-wide check for stuck Pods, or the stop-versus-terminate deci…

  plugins/runpod/skills/pod-doctor/SKILL.md on GitHub (opens in a new tab)

• runpod-mcp

  Manage 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 carri…

  plugins/runpod/skills/runpod-mcp/SKILL.md on GitHub (opens in a new tab)

• runpod-migrate

  Migrate 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.

  plugins/runpod/skills/runpod-migrate/SKILL.md on GitHub (opens in a new tab)

• runpod-templates

  Runpod's official prebuilt pod templates (ComfyUI, PyTorch, and others): what each image ships, which ports and paths it uses, how to pick one, how to pin a version, and what is missing on first boot. Use when a task says "run <X> on a pod" and an official template already covers it, instead of building an image — and when a user needs help with or wants to fix something about a Runpod template t…

  plugins/runpod/skills/runpod-templates/SKILL.md on GitHub (opens in a new tab)

• runpod-usage

  How Runpod works and how to work it — pods vs serverless, GPU/VRAM selection, storage, building a container, networking, plus the agentic pod development loop (provision → ssh-exec → set up → poll readiness) and on-pod install hygiene (uv/apt). Use to answer "how does X work", "which GPU", "how do I build a container", or "how do I stand up a workload on a pod". Guidance, not a tool — execute wit…

  plugins/runpod/skills/runpod-usage/SKILL.md on GitHub (opens in a new tab)

• runpod

  Start 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-migrate) and indexes two dozen live-verified end-to-end examples (golden paths) — use it when the lane is unclear, and f…

  plugins/runpod/skills/runpod/SKILL.md on GitHub (opens in a new tab)

• runpodctl

  Runpod 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, Hub browse/deploy, SSH setup, `doctor`, or when the Runpod MCP tools are not connected. For structured tool calls in an MCP-enabled session, prefer runpod-mcp.

  plugins/runpod/skills/runpodctl/SKILL.md on GitHub (opens in a new tab)

• serverless-deploy

  Bring any source (a HuggingFace repo, a ComfyUI workflow, a Hub release, a custom container image, a GGUF repo, a Civitai asset, or a community template) to a proven Runpod Serverless endpoint: pick the engine for the modality and model format, size the GPU from the model's real metadata, provision, warm, prove it with one real job, and hand back the URL with what it bills. Deploys an existing so…

  plugins/runpod/skills/serverless-deploy/SKILL.md on GitHub (opens in a new tab)

• demo

  A demo skill.

  ontology/tools/test/fixtures/skills/demo/SKILL.md on GitHub (opens in a new tab)

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