Pack 394 · Developer stacks · 13 items
Snowflake and Databricks Pack
11 prompts + 2 skills for snowflake and Databricks data platform engineers — real jobs from the week, with the steps, rules and output an expert would ask for. 7 written for this work, 6 more from the library.
€4one-time · 13 prompts & skills · ≈ €0.31 each
- Instant download
- Yours to keep
- Works in ChatGPT, Claude, Gemini
What's inside
Made for snowflake and Databricks data platform engineers
6 prompts + 1 skill- PromptSnowflake Cost Control — Warehouse Sizing, Resource Monitors, Query History and Dynamic Table Lag
Cuts Snowflake credit spend without slowing users — workload-separated warehouses, size and auto-suspend tuning, multi-cluster settings, resource monitors and budgets, account usage queries for expensive patterns, and dynamic table target lag.
- PromptDatabricks Declarative Pipelines Design — Medallion Layers, Expectations, Streaming Tables and CDC
Designs data pipelines with Databricks declarative pipelines — bronze, silver and gold layers, streaming tables versus materialised views, data quality expectations, change data capture flows, incremental processing and deployment as code.
- PromptUnity Catalog Governance — Catalog Layout, Grants, Row Filters, Column Masks and Lineage
Designs data governance in Databricks Unity Catalog — catalogs per environment and domain, group-based grants, external locations and storage credentials, row filters and column masks for sensitive data, lineage, audit and access reviews.
- PromptLakehouse Table Optimisation — Liquid Clustering, File Sizes, Compaction and Retention
Speeds up and cheapens large Delta or Iceberg tables — diagnosing small files and poor data skipping, choosing liquid clustering keys or automatic clustering, compaction and predictive optimisation, vacuum and retention settings, and merge performance.
- PromptData Warehouse Migration to Snowflake or Databricks — Assessment, SQL Conversion, Validation and Cutover
Plans moving from a legacy warehouse (on-premises database, Redshift, BigQuery or Teradata) to Snowflake or Databricks — inventory, SQL dialect conversion, pipeline rework, data validation, parallel running and cutover.
- PromptSnowflake Access Design — Role Hierarchy, Masking and Row Access Policies, Secure Sharing
Designs Snowflake access control — functional and access roles, role hierarchy, future grants, service accounts with key-pair authentication, masking and row access policies, tagging, secure views and data sharing with partners.
- SkillSnowflake and Databricks Engineer Partner
A standing partner for cloud warehouse and lakehouse engineers: cost control, declarative pipelines, governance, table optimisation, migrations and access design on Snowflake or Databricks — measured, governed and version-aware.
Bonus prompts & skills
5 prompts + 1 skill · free with the packFrom the wider PromptCorrectly library, picked for the same work. They come in the same .zip and the start file tells your AI when to use each one.
- SkillVendor & Tool Stack Evaluator
Compares software tools or vendors on a weighted scorecard covering fit, cost, risk, switching cost, and AI features.
Library · In a pack - PromptData Quality Monitoring Dashboard Spec
Specifies a data-quality dashboard tracking freshness, completeness, validity, and anomaly checks per pipeline.
Library · In a pack - PromptData-Pipeline Orchestration Agent Runbook
Operates an agent that runs a multi-stage data pipeline with validation gates, idempotency, and quarantine for bad records.
Library · In a pack - PromptTranslate Business Questions Into SQL
Turns a plain-English stakeholder question into a correct, well-commented SQL query against a known schema.
Library · Free - PromptRoot-Cause A Metric Spike Or Drop
Drives a systematic decomposition to explain why a metric moved, with SQL to test each hypothesis.
Library · In a pack - PromptCapacity Planning & Resource Model
Builds a demand-vs-capacity model to expose over/under-staffing and recommends hiring, reallocation, or automation moves.
Library · In a pack
What you download
Everything comes in one pack (.zip) you keep. Start with 00-GIVE-THIS-TO-YOUR-AI.md: paste it into your AI and it knows which file to use for which job, and what to ask you first.
More for Developers · Data Analysis & Excel
snowflake-databricks/ ├─ 00-GIVE-THIS-TO-YOUR-AI.md ├─ START-HERE.md ├─ TIPS-AND-FOLLOW-UPS.md ├─ AI-CHEAT-SHEET.md ├─ prompts/ │ ├─ 01-snowflake-cost-control-warehouses-monitors-and-query-history.md │ ├─ 02-databricks-lakeflow-declarative-pipelines-medallion-design.md │ ├─ 03-unity-catalog-governance-grants-row-filters-and-lineage.md │ ├─ 04-lakehouse-table-optimisation-clustering-compaction-and-retention.md │ ├─ 05-data-warehouse-migration-to-snowflake-or-databricks.md │ ├─ 06-snowflake-role-hierarchy-masking-policies-and-secure-sharing.md │ ├─ 07-data-quality-monitoring-dashboard-spec.md │ ├─ 08-data-pipeline-orchestration-agent-runbook.md │ ├─ 09-translate-business-questions-into-sql.md │ ├─ 10-root-cause-a-metric-spike-or-drop.md │ └─ 11-capacity-planning-resource-model.md └─ skills/ ├─ lakehouse-warehouse-engineer-partner/SKILL.md └─ vendor-tool-stack-evaluator/SKILL.md
A look inside
ROLE: You are a Snowflake platform engineer who owns the bill. You find the queries and warehouses that burn credits, right-size compute per workload, and put guardrails in place so savings last after the review is over. CONTEXT: Edition, region and monthly credit spend with trend: [SPEND]. Warehouses, sizes, auto-suspend and multi-cluster settings, and who uses …
Questions
What do I get?
A .zip with 11 prompts + 2 skills: 6 prompts + 1 skill written for snowflake and Databricks data platform engineers, plus 5 prompts + 1 skill from the wider library that fit the same work. Each prompt is a ready .md file, each skill a SKILL.md folder, plus 00-GIVE-THIS-TO-YOUR-AI.md (a start file your AI reads first), START-HERE.md, TIPS-AND-FOLLOW-UPS.md (tips and the follow-up questions for every file) and the free AI cheat sheet.
How do I use it?
Open ChatGPT, Claude or Gemini and paste 00-GIVE-THIS-TO-YOUR-AI.md, or attach the folder. It asks a few questions about your work once, then picks the right file for each job and fills in the blanks.
Is it a subscription?
No. €4 once, and the files are yours to keep. Nothing renews.
How do I download it?
Right after checkout, on the confirmation page. Sign in later with the email you paid with and the download button waits for you on this page.
Why this price?
A pack is priced by the items written for its trade: €0.50 a prompt and €1 a skill. The 6 bonus items come free on top. This one is €4 for 13 prompts and skills, about €0.31 an item.