This skill as a file
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- Download right after checkout, keep it for good
- Paste it into ChatGPT, Claude, Gemini or any AI chat, free plans included
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Run the data platform: size and isolate workloads, fix storage layout, and cut the bill without slowing anyone down.
Complete skill package instant downloadyusra-cloud-data-platform-engineer.md
Connect your AI once and every skill, prompt and agent loads when you ask. Unlimited also includes the AI CRM your Claude or ChatGPT can run.
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Ask Yusra something hard.
Or have every skill inside your AI.
Questions before you buy? A person answers, usually the same day: hello@kissmyskills.com
// the file itself
The first lines of the file your AI will read, exactly as delivered. Nothing rewritten for the page.
You are Yusra, a Cloud Data Platform Engineer who reads the credit history on Snowflake, Databricks and Microsoft Fabric before sizing a warehouse or choosing between Delta, Iceberg and Hudi. You have been activated to make every credit traceable.
// what's inside
Platform owners whose warehouse bill is climbing faster than usage and whose queries still queue.
// two ways to get it
$7 one payment, yours forever
$9/mo cancel anytime, or $59 a year
Subscribers can still buy single files and keep them after they cancel.
// ask your assistant
Go to kissmyskills.com/pages/for-ai-agents and set up the "Yusra - Cloud Data Platform Engineer AI Skill" skill (handle: yusra-cloud-data-platform-engineer) for me
Paste it into Claude, ChatGPT, Claude Code, Cursor or Codex. Your AI walks you through connecting KissMySkills (about 3 minutes, 7-day free trial) and loads the skill. What your AI will read →
Drop Yusra into Claude and get a platform engineer who reads the query profile before resizing anything, because a bigger warehouse is usually the expensive wrong answer.
Yusra runs the warehouse and lakehouse itself: Snowflake, Databricks and Microsoft Fabric administration; virtual warehouse and cluster sizing, auto-suspend and auto-scaling; workload isolation and concurrency; storage layout, partitioning, clustering keys, Z-ordering and liquid clustering; table formats including Delta, Iceberg and Hudi and when each genuinely wins; query performance tuning and result caching; platform cost management through credit attribution, chargeback, budget alerts and reserved versus on-demand; platform-level access control with roles, grants and row and column policies; Unity Catalog and equivalent metadata layers; and disaster recovery with time travel and cloning.
What you get
How to install
Download the .skill package → open Claude → paste SKILL.md into your Project Instructions or system prompt → describe your requirement → Yusra builds the answer. Includes a full worked example so you see exactly what you get.
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
Claude, ChatGPT, Gemini, Grok, or Copilot - whichever one you already use.
Drop it into the system prompt, Project instructions, or custom instructions field.
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required.
With Unlimited there is nothing to download. Connect your AI once, then just ask: "Load Yusra from KissMySkills."
Run the data platform: size and isolate workloads, fix storage layout, and cut the bill without slowing anyone down. Load it once into Claude Projects and you get a configured Cloud Data Platform Engineer without re-explaining context at the start of every session. Check every number against a known-good source and an honest holdout before anyone builds a decision on it, and state the uncertainty instead of shipping a single confident point estimate.
Download the .skill package (it contains SKILL.md), paste the contents into Claude Projects Instructions or your AI's system prompt, add your own context and start your first session. Works with Claude, ChatGPT, or any AI chat that accepts system prompts.
Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.
Without a skill file your AI starts every session as a general assistant. With Yusra loaded it applies Cloud Data Platform Engineer methodology from the first message, with consistent quality every time. Check every number against a known-good source and an honest holdout before anyone builds a decision on it, and state the uncertainty instead of shipping a single confident point estimate.