A Databricks toolkit for coding agents, provided by Field Engineering. Databricks is a platform for working with data, analytics, and machine learning.

Use it when working with Databricks projects, subject to the toolkit’s documented scope.

The description does not provide enough detail to say which specific toolkit tasks or commands it supports.

ai-dev-kit — Plugin by databricks-solutions

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 plugins/databricks-solutions/ai-dev-kit/marketplace

Claude Code

/plugin marketplace add databricks-solutions/ai-dev-kit

Clone the repo

git clone --depth 1 https://github.com/databricks-solutions/ai-dev-kit

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

Origin unknown No closer match found in the catalogue.

Security

Grade A, and why

ai-dev-kit 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 yesterday.

The scan reads marketplace.json. This mod also ships 2 executable files (check_update.sh, setup.sh), 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.

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.

.claude-plugin/marketplace.json · 12 lines

The source is not reproduced here

No licence file

Read it on GitHub

Files

What ships with it

4 files beside marketplace.json 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.

yesterday First seen · 12 lines scan A 313234c82bd1

Subscribe to this mod's changes

ai-dev-kit is a plugin published in the GitHub repository databricks-solutions/ai-dev-kit (1,880 stars, last pushed 19d ago), with no licence file. Its token cost is not measured: this kind of file is read by the harness, not the model. 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.

Analytics and metrics Data and AI agents claude cursor databricks vibecoding

ctx

Plugin marketplace listing 1 plugin: ctx.

ctxrs/ctx · not measured

ctx

Fast local search and 'git blame' for agent sessions.

ctxrs/ctx · not measured

honey-for-devs

Honey (I Shrunk the AI) — three reflexive levers that cut agent token cost: less code (YAGNI/stdlib-first), less prose, and denser agent-to-agent handoffs (ESON/compact-JSON). Plus on-demand satellites (review, eco, gain, compress) and a hive of read-only subagents that return compressed handoffs. Auto-intensity…

Green-PT/honey-for-devs · not measured

ai-dev-kit

Getting it into your agent

Grade A, and why

Nothing flagged

The source is not reproduced here

No licence file

What ships with it

What this file has done since we first saw it

Other plugins, from other repositories

ctx

ctx

honey-for-devs

powabase

myagents

opendexter