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claude-code-databricks-ml: Instructions file for Claude Code

CLAUDE.md

claude-code-databricks-ml CLAUDE.md is an instructions file for Claude Code from duonginspace/claude-code-databricks-ml. It costs 198 tokens per session, scanned A, original, MIT.

A set of repository instructions for Claude Code projects that support machine-learning work on Databricks, a cloud platform for data and AI workflows.

In plain words
What is it for?
Use it when working in this repository to follow its layout, avoid hardcoded secrets or user paths, and understand how its Databricks skills and setup scripts fit together.
Why use it?
It gives the coding agent project-specific rules for file structure, paths, credentials, environment settings, and skill descriptions.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions Claude Code.

This is duonginspace/claude-code-databricks-ml's own configuration. It tells Claude Code how to work on claude-code-databricks-ml itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything claude-code-databricks-ml configures →

not rated 5repo 7mo ago A scan 198 tokens original MIT
View source ↗ duonginspace/claude-code-databricks-ml
Reuse

Borrowing it

Nothing to install: this file belongs to duonginspace/claude-code-databricks-ml. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/duonginspace/claude-code-databricks-ml/master/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/duonginspace/claude-code-databricks-ml

Made for: Claude Code.

Wrote this? Show the measurements

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README.md
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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.

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Per session 198 This file is loaded in full into every session.
When invoked 198 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00198 $0.00198
Opus 5.5 $0.00079 $0.00079
Sonnet 5.5 $0.00040 $0.00040
Haiku 4.5 $0.00020 $0.00020

Measured 2mo ago against content hash 74023e11b182, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

claude-code-databricks-ml CLAUDE.md 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 2mo 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.

CLAUDE.md · 19 lines

What it actually says

claude-code-databricks-ml

This repository contains Claude Code skills, agents, commands, and scripts for ML workflows on Databricks.

Structure

  • skills/ — Each subdirectory contains a SKILL.md file (Claude Code skill format)
  • agents/ — Agent definition markdown files
  • commands/ — Custom slash commands
  • scripts/ — Utility scripts (status bar)
  • settings/ — Example settings.json configurations
  • setup.sh — Installation script

Rules

  • Skills must not contain hardcoded user paths or credentials
  • Skills reference project-relative paths (mlflow_results/, scripts/, src/)
  • Environment-specific values come from .env or environment variables
  • The init-databricks-ml skill is the most comprehensive — it scaffolds everything else
  • Keep skill descriptions accurate — they determine when Claude triggers the skill
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. 2mo ago First seen · 19 lines · 198 tokens per session scan A 74023e11b182

Subscribe to this mod's changes

claude-code-databricks-ml CLAUDE.md is an instructions file published in the GitHub repository duonginspace/claude-code-databricks-ml (5 stars, last pushed 7mo ago), licensed MIT. It adds 198 tokens to every session, about $0.0008 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 2026-08-31.

Data and AI
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