serverless-deploy SKILL.md skillA

serverless-deploy from runpod/runpod-plugins-official is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add runpod/runpod-plugins-official/serverless-deploy@"1.8.0" # x-release-please-version

Pins "1.8.0" # x-release-please-version in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
runpod/runpod-plugins-official
Path
plugins/runpod/skills/serverless-deploy/SKILL.md
Versions recorded
8
Latest version
"1.8.0" # x-release-please-version, committed Oct 19, 2026
First version recorded
Oct 9, 2026
Size
32,053 bytes
Repository stars
46
License
Apache-2.0

'Bring any source (a HuggingFace repo, a ComfyUI workflow, a Hub release, a custom container.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Serverless deploy

You take *any* deployable source and turn it into a working, queue-backed Serverless endpoint that you have proven with one real job, and you leave the user knowing exactly what now exists and what it bills. The steps never change: read the source, decide the engine and the hardware, provision, warm, smoke-test one real job, hand back the URL and a `curl`, state what is billing. Tear down only when the user framed the deploy as a throwaway test or asks for cleanup.

Two decisions are yours to make without being told: the **engine family** (which worker image is correct for this modality and model format) and the **provisioning path** (bake weights into the image vs download-on-start vs stage on a network volume, each with a different cold-start cost). Size hardware from the model's real metadata, never a guess. When several suitable workers exist for the modality, prefer the smallest, most-proven image for a smoke-able deploy. A giant image turns the first job into a cold start of many minutes, and the smoke test's job is proof of the journey, not maximal quality. Name the trade-off if the user's request implies a heavier engine. Creating an endpoint is…
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add runpod/runpod-plugins-official/serverless-deploy@sha256:17458def64485ac1

The line at the top of this page pins the label "1.8.0" # x-release-please-version, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_eddfva5nqjvbeggp.svg)](https://markdownregistry.com/a/art_eddfva5nqjvbeggp)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 8 versions of this file, between Oct 9, 2026 and Oct 19, 2026, about one every day.

versioncommittedcommitsizeaudit
"1.8.0" # x-release-please-version latest2026-10-19 f66d200 32,053 BA view · diff
"1.7.4" # x-release-please-version2026-10-16 ef53bfd 32,053 BA view · diff
"1.7.4" # x-release-please-version2026-10-15 8f3bfec 31,545 BA view · diff
"1.7.3" # x-release-please-version2026-10-14 8ac02b7 31,545 BA view · diff
"1.7.2" # x-release-please-version2026-10-13 97221eb 31,545 BA view · diff
"1.7.1" # x-release-please-version2026-10-09 05b0b53 31,545 BA view · diff
"1.7.0" # x-release-please-version2026-10-09 3325793 31,545 BA view · diff
"1.6.0" # x-release-please-version2026-10-09 8b0e6de 31,545 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (32053 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

runpod/runpod-plugins-official · 46 stars · license Apache-2.0 · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_eddfva5nqjvbeggp
GET https://markdownregistry.com/api/v1/resolve?ref=runpod/runpod-plugins-official/serverless-deploy
GET https://markdownregistry.com/api/v1/blob/17458def64485ac1cfd0face9376daeaae0cf6a01382c8d2c16247f45ed05e92

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from runpod/runpod-plugins-official

add-concept SKILL.md skill
runpod/runpod-plugins-official · .claude/skills/add-concept/SKILL.md · Add or change a node in the Runpod concept graph (plugins/runpod/skills/runpod-usage/concepts/*.yaml), including…
git:20261014.d340a5e · audit A · 46 stars
write-guide SKILL.md skill
runpod/runpod-plugins-official · .claude/skills/write-guide/SKILL.md · Write or change a skill, reference doc or golden path in this repo so it agrees with the concept graph and is linked to…
git:20261014.d340a5e · audit A · 46 stars
AGENTS.md AGENTS.md file
runpod/runpod-plugins-official · AGENTS.md
git:20261019.c4b771a · audit A · 46 stars
CLAUDE.md CLAUDE.md file
runpod/runpod-plugins-official · CLAUDE.md
git:20260716.3751fef · audit B · 46 stars
demo SKILL.md skill
runpod/runpod-plugins-official · ontology/tools/test/fixtures/skills/demo/SKILL.md · A demo skill.
git:20261008.ee2a2c1 · audit B · 46 stars
runpod SKILL.md skill
runpod/runpod-plugins-official · ontology/tools/test/fixtures/skills/runpod/SKILL.md · The router.
git:20261008.ee2a2c1 · audit B · 46 stars
companion-clis SKILL.md skill
runpod/runpod-plugins-official · plugins/runpod/skills/companion-clis/SKILL.md · Companion CLIs for Runpod workflows — HuggingFace, GitHub, Docker, and AWS. Use runpod-build-template for complete…
"1.8.0" # x-release-please-version · audit A · 46 stars
cost-audit SKILL.md skill
runpod/runpod-plugins-official · plugins/runpod/skills/cost-audit/SKILL.md · 'Read-only Runpod spend audit: find idle spend, explain serverless billing when nothing seems
"1.8.0" # x-release-please-version · audit A · 46 stars
discovery SKILL.md skill
runpod/runpod-plugins-official · plugins/runpod/skills/discovery/SKILL.md · 'Answer what is available, what fits and the price against Runpod''s catalogs: GPU and CPU
"1.8.0" # x-release-please-version · audit A · 46 stars
endpoint-ops SKILL.md skill
runpod/runpod-plugins-official · plugins/runpod/skills/endpoint-ops/SKILL.md · 'Operate a Serverless endpoint that already exists: diagnose queued jobs and dying workers,
"1.8.0" # x-release-please-version · audit A · 46 stars
flash SKILL.md skill
runpod/runpod-plugins-official · plugins/runpod/skills/flash/SKILL.md · Write and deploy code-first Runpod Serverless with runpod-flash: @Endpoint/@remote, flash dev, resource configuration…
"1.8.0" # x-release-please-version · audit A · 46 stars
lifecycle-crud SKILL.md skill
runpod/runpod-plugins-official · plugins/runpod/skills/lifecycle-crud/SKILL.md · 'Create, verify by read-back, and manage the lifecycle of Runpod''s reusable plumbing (templates,
"1.8.0" # x-release-please-version · audit A · 46 stars

Every file in runpod/runpod-plugins-official

Browse by kind, by grade A, or by owner.