| --- |
| license: mit |
| pretty_name: Databricks Cost Leak Hunter — Agent Skill |
| tags: |
| - agent-skills |
| - skills |
| - claude |
| - claude-code |
| - codex |
| - cursor |
| - databricks |
| - finops |
| - cost-optimization |
| --- |
| |
| # Databricks Cost Leak Hunter — Agent Skill |
|
|
| Hunt down Databricks cost leaks — wasted DBUs, idle clusters, oversized SQL warehouses, and untagged runaway spend — and produce a FinOps cost report your CFO can read. |
|
|
| A self-contained [Agent Skill](https://agentskills.io) for Claude Code, OpenAI Codex, Cursor, and Gemini CLI. This is the full production skill: `SKILL.md` plus reference docs (cost-leak taxonomy, system-tables setup, DLT tier tradeoffs, CFO output format), helper scripts (spend-baseline SQL, rank-and-report), and a behavioral eval spec. |
|
|
| ## Install |
|
|
| ```bash |
| # one-command install (any agent) |
| npx skills add jeremylongshore/intentsolutionskills --skill databricks-cost-leak-hunter |
| |
| # or as a Claude Code plugin, from the full marketplace (450+ plugins, 3,000+ skills) |
| /plugin marketplace add jeremylongshore/claude-code-plugins |
| ``` |
|
|
| Or copy this repo's files straight into your agent's skills directory (`.claude/skills/databricks-cost-leak-hunter/`, `.agents/skills/…`). |
|
|
| ## What it does |
|
|
| - Baselines spend from Databricks system tables (`system.billing.usage`) |
| - Sweeps the cost-leak taxonomy: idle/oversized clusters, always-on SQL warehouses, untagged workloads, DLT tier mismatches, orphaned jobs |
| - Ranks leaks by monthly dollar impact and emits a severity-grouped FinOps report (engineer view + CFO one-pager format) |
| - Works with the `databricks` CLI and optionally the pack's workspace MCP server for live probes; guides the manual audit path without them |
|
|
| ## Source |
|
|
| Published from [Tons of Skills](https://tonsofskills.com) — canonical copy in [`jeremylongshore/claude-code-plugins-plus-skills`](https://github.com/jeremylongshore/claude-code-plugins-plus-skills) (`plugins/saas-packs/databricks-pack`). MIT licensed. |
|
|
