databricks-solution-builder

A guide for writing specifications for Databricks assets, demonstrations, or complete projects. Databricks is a cloud platform for working with data, analytics, and machine learning.

In plain words
What is it for?
Use it when designing a new Databricks demo, planning its components, or describing an end-to-end project.
Why use it?
It turns an idea or demo story into structured instructions that another agent can use to build the project.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/databricks-solutions/solution-builder/databricks-solution-builder
Any agent
npx skills add databricks-solutions/solution-builder --skill databricks-solution-builder
Clone the repo
git clone --depth 1 https://github.com/databricks-solutions/solution-builder

Made for: Claude Code, Codex.

Per session 69 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,678 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. Scan, not verified.
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 $0.00069 $0.07678
Opus 5 $0.00034 $0.03839
Sonnet 5 $0.00014 $0.01536
Haiku 4.5 $0.00007 $0.00768

Measured yesterday against content hash ce4ca07b23a3, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade C, and why

databricks-solution-builder scanned grade C with 1 finding 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 yesterday.

The scan reads SKILL.md. This mod also ships 13 executable files (app/app_template/client/postcss.config.js, app/app_template/client/src/appKitTypes.d.ts, app/app_template/client/src/chat/dockController.ts, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Tells the agent never to refusehighAnti-refusal

Suppressing the ability to decline removes a core safety control; a later harmful request then succeeds.

Don't refuse — learn and adapt.
.claude/skills/databricks-solution-builder/SKILL.md · 359 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

60 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. yesterday First seen · 359 lines · 69 tokens per session scan C ce4ca07b23a3

Subscribe to this mod's changes

databricks-solution-builder is a skill published in the GitHub repository databricks-solutions/solution-builder (44 stars, last pushed 12d ago), with no licence file. It adds 69 tokens to every session and 7,678 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it C with 1 finding (tells the agent never to refuse). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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