endpoint-ops

endpoint-ops is a skill for Claude Code from runpod/runpod-plugins-official. It costs 99 tokens per session (2,886 once invoked), scanned A, original, Apache-2.0.

An operations workflow for an existing Runpod Serverless endpoint, a web service that processes jobs through a queue. It reads the endpoint's state, workers, configuration, and logs before diagnosing problems or changing authorised settings.

In plain words
What is it for?
Use it to investigate worker failures, tune scaling, idle timeouts, FlashBoot, or GPU selection, and manage queued jobs. It can cancel a job or clear a queue when authorised.
Why use it?
It helps explain queued jobs and failing workers without changing anything during diagnosis. When a change is requested, it limits the update to the named setting and checks the result afterward.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the runpod plugin — 16 skills, 1 command, 1 MCP server shipped together

Good fit Use it to investigate worker failures, tune scaling, idle timeouts, FlashBoot, or GPU selection, and manage queued jobs. It can cancel a job or clear a queue when authorised.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/runpod/runpod-plugins-official/endpoint-ops
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add runpod/runpod-plugins-official --skill endpoint-ops
Clone the repo
git clone --depth 1 https://github.com/runpod/runpod-plugins-official

Made for: Claude Code.

Or install runpod, the plugin that ships this one along with the rest of its 16 skills, 1 command, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for endpoint-ops

README.md
[![agentmods](https://agentmods.dev/badge/skills/runpod/runpod-plugins-official/endpoint-ops/github.svg)](https://agentmods.dev/skills/runpod/runpod-plugins-official/endpoint-ops)
Your own site
<a href="https://agentmods.dev/skills/runpod/runpod-plugins-official/endpoint-ops"><img src="https://agentmods.dev/badge/skills/runpod/runpod-plugins-official/endpoint-ops/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for endpoint-ops

Your own site · 80×15
<a href="https://agentmods.dev/skills/runpod/runpod-plugins-official/endpoint-ops"><img src="https://agentmods.dev/badge/skills/runpod/runpod-plugins-official/endpoint-ops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 99 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,886 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 16 Oct 2026
  • Snyk warn 16 Oct 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00099 $0.02886
Opus 5.5 $0.00040 $0.01154
Sonnet 5.5 $0.00020 $0.00577
Haiku 4.5 $0.00010 $0.00289

Measured 2d ago against content hash 75527865960d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

endpoint-ops scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/runpod/skills/endpoint-ops/SKILL.md · 101 lines

How it starts

The opening of the file, as written. The whole thing — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Endpoint ops

You operate a Serverless endpoint that already exists. Everything starts by reading its current state (the endpoint config, its health, its workers, its logs) before you say anything or change anything. Diagnosis is always read-only. You change a setting only when the user asked for a change, and then only the exact setting agreed.

One property of the Runpod update path drives the central rule here: an endpoint update is a PATCH. Only the fields present in the body change and omitted fields are left untouched, so you send exactly the setting you were asked to change and nothing else. The one exception is the GPU selection: gpu.pools and gpu.excludedTypes are a single selection, so a PATCH that sends pools without excludedTypes clears the exclusions. When you touch either, send both. What the PATCH does not give you is proof: its own response is not a read. Read the config first for the before value, and read it back afterward for the after value.

Required capabilities

Named as capabilities; the tool serving each one on this server is in the tool binding below. This skill reads before it mutates, and mutates only what the user authorized.

  • List and inspect endpoints: resolve "which endpoint" and read the full current config.
  • Read endpoint health and list workers: the stuck-queue / dying-worker evidence.
  • Read a worker's logs: the crash / model-load failure line.
  • Read GPU stock per data center, with the CUDA versions that have capacity: is a stuck queue a capacity problem?
  • Update an endpoint (worker min/max, idle timeout, scaler, FlashBoot, disk, env): the gated tune.
  • Pin GPUs / set GPU count: the pool plus excludedTypes selection and gpu.count; set-endpoint-gpus builds it and preserves the other settings.
  • Read release history: which build the workers are running.
  • Cancel one job; purge the queue. These are the queue-management actions, each gated.
  • Submit and poll a job to re-verify after a change.

Phase 1 — diagnose (always, read-only)

Read the full file on GitHub · 101 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago Changed 75527865960d
  2. 6d ago Changed 808b39ccbcdd
  3. 7d ago Changed 2b90ffc90150
  4. 8d ago Changed d88f89ad8e1d
  5. 12d ago First seen · 101 lines · 99 tokens per session scan A 13e28d142073

Subscribe to this mod's changes

endpoint-ops is a skill published in the GitHub repository runpod/runpod-plugins-official (46 stars, last pushed today), licensed Apache-2.0. It adds 99 tokens to every session and 2,886 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-10.

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