Individual skill
nimble-databricks-data-products
Builds Databricks data products from live web data, end to end: discovers the right Nimble web-data agents, scrapes into Delta tables, and produces an AI/BI dashboard and/or a deployed Databricks App — a table → dashboard → app workflow, for production data products or quick demos. Use whenever a request pairs live or scraped web data WITH a Databricks destination — e.g. "scrape Amazon/Walmart prices into a Delta table and build a dashboard", "load Zillow/Instagram/Maps/search results into Databricks and build a dashboard or app", "showcase Nimble + Databricks to a prospect". Prefer it over nimble-web-expert or competitor-intel when the data lands in Databricks. Do NOT use for one-off web fetches or CSV exports with no Databricks destination — use nimble-web-expert instead. Do NOT use for competitor or company research briefings — use competitor-intel or company-deep-dive instead. Do NOT use for generic Databricks work with no Nimble/web-data angle — use the official databricks-* skills instead.
skills/nimble-databricks-data-products/SKILL.md
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- Last checked
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- Repository last updated
- Oct 29, 2026
- License
- MIT
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- agent-skills Repository topic
- ai-agents Repository topic
- claude-code Repository topic
- codex Repository topic
- cursor Repository topic
- data-extraction Repository topic
- grok Repository topic
- mcp Repository topic
- mcp-server Repository topic
- nimble Repository topic
- operations Derived category
- data Derived category
- research Derived category
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SKILL.mdcore · 10,395 bytesSKILL.mdcore · 10,395 bytesSKILL.mdcore · 10,395 bytesSKILL.mdcore · 10,395 bytesSKILL.mdcore · 10,395 bytesSKILL.mdcore · 10,395 bytesSKILL.mdcore · 10,395 bytesSKILL.mdcore · 10,395 bytesSKILL.mdcore · 10,395 bytesassets/nimble-logo.pngasset · 25,427 bytesreferences/app-cookbook.mddoc · 4,795 bytesreferences/branding.mddoc · 2,447 bytesreferences/dashboard-cookbook.mddoc · 5,919 bytesreferences/databricks-skills.mddoc · 1,944 bytesreferences/install-nimble-integration.mddoc · 2,544 bytesreferences/nimble-agents.mddoc · 11,840 bytesreferences/preflight.mddoc · 3,425 bytesscripts/build_dashboard.pyruns · 13,611 bytesscripts/ingest.shruns · 2,390 bytes
Read excerpt
# Nimble on Databricks — data products builder
Turn a natural-language brief like
`pricing analysis on dog products from walmart and amazon` into working Databricks data products:
**discover agents → ingest live web search data into Delta → build dashboard and/or app → deliver links.**
Equally at home for a quick demo or a real, reusable data product.
You are the orchestrator. Databricks mechanics are delegated to the official `databricks-*`
skills (see `references/databricks-skills.md`); this skill owns the **Nimble glue and the gaps**
(agent discovery, ingestion-from-agents, the AI/BI dashboard JSON, branding).
## Golden rules
- **Discover, don't assume.** Read agent names via `nimble_agent_list()`, input params via