DatabricksKnown publisherdatabricks/devhub/.databricks/aitools/skills/databricks-model-serving/SKILL.mddatabricks-model-serving
Skill29 starsChanged 8 months agoLicence not identifiedView on GitHub
Databricks Model Serving endpoint lifecycle and ops. Use when asked to: CRUD serving endpoints (CLI or MLflow Deployments client); configure traffic routing for A/B / canary deploys and zero-downtime version swaps; retrieve OpenAPI schemas; inspect logs, metrics, or permissions; manage legacy AI Gateway rate limits (not Unity Gateway); discover Foundation Model API endpoints at runtime; integrate endpoints into Databricks Apps; or stream from off-platform clients (Vercel AI SDK v6, standalone Node.js). NOT for: Unity Gateway CRUD and management (databricks-unity-gateway), training, MLflow autologging, UC registration, custom PyFunc/ResponsesAgent authoring (databricks-ml-training); Knowledge Assistants/Supervisor Agents (databricks-agent-bricks); MLflow evaluation (databricks-mlflow-evaluation).
4 other projects use a version of this, 2 of them edited.
Adopted by
Most recently taken up by
- databricks/databricks-agent-skillsedited, first seen Nov 1, 2026
- RobsonRogerio/LakehouseDatabricksedited, first seen Sep 18, 2026
- MateusKasuya/databricks_claude_codetheir own version, first seen Jul 28, 2026
- gmanch94/claude-code-aidlc-templatetheir own version, first seen Jul 11, 2026
Other versions4 projects use a version of this.
Word for word · 0
None found.
Edited · 2
- databricks/databricks-agent-skills★ 38799% same
- RobsonRogerio/LakehouseDatabricks★ 098% same
Wrote their own version · 2
- gmanch94/claude-code-aidlc-template★ 2same name
- MateusKasuya/databricks_claude_code★ 2same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository53 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .agents/skills/vercel-composition-patterns/AGENTS.mdAGENTS.md
- .databricks/aitools/skills/databricks-apps/references/appkit/agents.mdAGENTS.md
- agent-browserSkill
- author-recipes-and-cookbooksSkill
- building-componentsSkill
- databricks-appsSkill
- databricks-coreSkill
- databricks-jobsSkill
- databricks-lakebaseSkill
- databricks-pipelinesSkill
- databricksSkill
- deploy-to-vercelSkill
- frontend-designSkill
- mcp-builderSkill
- resource-image-generatorSkill
- seo-auditSkill
- shadcnSkill
- vercel-cliSkill
- vercel-composition-patternsSkill
- databricks-agent-bricksSkill
- databricks-aibi-dashboardsSkill
- databricks-ai-functionsSkill
- databricks-ai-runtimeSkill
- databricks-app-designSkill
- databricks-apps-pythonSkill
- databricks-appsSkill
- databricks-coreSkill
- databricks-dabsSkill
- databricks-data-discoverySkill
- databricks-dbsqlSkill
- databricks-docsSkill
- databricks-execution-computeSkill
- databricks-genie-agentsSkill
- databricks-icebergSkill
- databricks-jobsSkill
- databricks-lakebaseSkill
- databricks-lakeflow-connectSkill
- databricks-metric-viewsSkill
- databricks-mlflow-evaluationSkill
- databricks-ml-trainingSkill
- databricks-pipelinesSkill
- databricks-python-sdkSkill
- databricks-serverless-migrationSkill
- databricks-serverlessSkill
- databricks-setup-localSkill
- databricks-spark-structured-streamingSkill
- databricks-synthetic-data-genSkill
- databricks-unity-catalogSkill
- databricks-unity-gatewaySkill
- databricks-unstructured-pdf-generationSkill
- databricks-vector-searchSkill
- databricks-zerobus-ingestSkill
The file
We split this skill into the rules it gives an agent
7 rules. 1 is common, 0 are distinctive, and 6 are very specific to this project.
1
Common
Most of the 3 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 3 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.