mcp-databricks-app: Command for Claude Code

.claude/commands/debug.md

debug is a command for Claude Code from winkash/mcp-databricks-app. It costs 8 tokens per session (1,547 once invoked), scanned A, original, no licence file.

A command for investigating software development and deployment problems. Debugging means finding the cause of unexpected behavior or failures.

In plain words
What is it for?
It helps debug development and deployment issues.
Why use it?
It gives one place to work through issues that may occur while building, running, or deploying software.

Command for Claude Code

Written for Claude Code: installed under .claude/.

This is winkash/mcp-databricks-app's own configuration. It tells Claude Code how to work on mcp-databricks-app 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 mcp-databricks-app configures →

Reuse

Borrowing it

Nothing to install: this file belongs to winkash/mcp-databricks-app. 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/winkash/mcp-databricks-app/main/.claude/commands/debug.md
Clone the repo
git clone --depth 1 https://github.com/winkash/mcp-databricks-app

Made for: Claude Code.

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 debug

README.md
[![agentmods](https://agentmods.dev/badge/commands/winkash/mcp-databricks-app/debug/github.svg)](https://agentmods.dev/commands/winkash/mcp-databricks-app/debug)
Your own site
<a href="https://agentmods.dev/commands/winkash/mcp-databricks-app/debug"><img src="https://agentmods.dev/badge/commands/winkash/mcp-databricks-app/debug/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 debug

Your own site · 80×15
<a href="https://agentmods.dev/commands/winkash/mcp-databricks-app/debug"><img src="https://agentmods.dev/badge/commands/winkash/mcp-databricks-app/debug.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 8 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,547 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00008 $0.01547
Opus 5.5 $0.00003 $0.00619
Sonnet 5.5 $0.00002 $0.00309
Haiku 4.5 $0.00001 $0.00155

Measured 2mo ago against content hash d4709a86b2e3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

debug scanned grade A 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 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -H "Authorization: Bearer $DATABRICKS_TOKEN" \
.claude/commands/debug.md · 287 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

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 · 287 lines · 8 tokens per session scan A d4709a86b2e3

Subscribe to this mod's changes

debug is a command published in the GitHub repository winkash/mcp-databricks-app (2 stars, last pushed 1y ago), with no licence file. It adds 8 tokens to every session and 1,547 once invoked, about $0.0000 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

debug compared with commands from other repositories

debug next to 6 commands from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
debugwinkash/mcp-databricks-appCommand21y agononeA8Claude Code
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