databricks-model-serving

databricks-model-serving is a skill for Claude Code, Codex from databricks/databricks-agent-skills. It costs 183 tokens per session (3,307 once invoked), scanned A, original, no licence file.

A guide for operating Databricks Model Serving, which exposes trained machine-learning models through network endpoints. It covers endpoint management, traffic routing, schemas, monitoring, and permissions.

In plain words
What is it for?
Use it to create, update, inspect, or delete serving endpoints; set up A/B or canary traffic; swap model versions without downtime; retrieve OpenAPI schemas; inspect logs and metrics; and manage AI Gateway rate limits.
Why use it?
It helps manage model releases and serving operations without having to work out endpoint commands, deployment patterns, and access settings from scratch.

Skill for Claude CodeCodex ✓ vendor

Written for Claude Code and Codex: shipped in a Claude Code plugin, but also agents/openai.yaml present.

Part of the databricks plugin — 34 skills shipped together

Good fit Use it to create, update, inspect, or delete serving endpoints; set up A/B or canary traffic; swap model versions without downtime; retrieve OpenAPI schemas; inspect logs and metrics; and manage AI Gateway rate limits.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/databricks/databricks-agent-skills/databricks-model-serving
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 databricks/databricks-agent-skills --skill databricks-model-serving
Clone the repo
git clone --depth 1 https://github.com/databricks/databricks-agent-skills

Made for: Claude Code, Codex.

Or install databricks, the plugin that ships this one along with the rest of its 34 skills.

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 databricks-model-serving

README.md
[![agentmods](https://agentmods.dev/badge/skills/databricks/databricks-agent-skills/databricks-model-serving/github.svg)](https://agentmods.dev/skills/databricks/databricks-agent-skills/databricks-model-serving)
Your own site
<a href="https://agentmods.dev/skills/databricks/databricks-agent-skills/databricks-model-serving"><img src="https://agentmods.dev/badge/skills/databricks/databricks-agent-skills/databricks-model-serving/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 databricks-model-serving

Your own site · 80×15
<a href="https://agentmods.dev/skills/databricks/databricks-agent-skills/databricks-model-serving"><img src="https://agentmods.dev/badge/skills/databricks/databricks-agent-skills/databricks-model-serving.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 183 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,307 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 8 Oct 2026
  • Snyk pass 8 Oct 2026
How audits are shown
Origin unknown 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 $0.00183 $0.03307
Opus 5.5 $0.00073 $0.01323
Sonnet 5.5 $0.00037 $0.00661
Haiku 4.5 $0.00018 $0.00331

Measured 9d ago against content hash 215afd379d03, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

databricks-model-serving 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 9d 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/databricks/claude/skills/databricks-model-serving/SKILL.md · 262 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 9d ago Changed · +5 lines · +19 tokens per session 215afd379d03
  2. 1mo ago First seen · 257 lines · 164 tokens per session scan A 289590686e8e

Subscribe to this mod's changes

databricks-model-serving is a skill published in the GitHub repository databricks/databricks-agent-skills (352 stars, last pushed 2d ago), with no licence file. It adds 183 tokens to every session and 3,307 once invoked, about $0.0007 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 2026-08-30.

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