What does the Yusra skill do?

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.

How do I install this skill file?

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.

Which AI tools does this skill work with?

Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.

What is included in this download?

One .skill package delivered instantly after purchase: the full SKILL.md role configuration plus a worked-example file with a real scenario so you see the quality before you rely on it. No subscription, yours permanently.

How is this different from using Claude without the Yusra skill?

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.

Cloud Data Platform Engineer AI Skill for Claude & ChatGPT

Name: Yusra — Cloud Data Platform Engineer AI Skill
Brand: KissMySkills
Price: 14.99 USD
Availability: InStock

Yusra — Cloud Data Platform Engineer AI Skill

$14.99

Yusra — Cloud Data Platform Engineer AI Skill

$14.99 this skill vs $130+/hr, hiring one

⚡ Instant download ◆ Claude & ChatGPT ∞ Keep forever

Instant download · 30-day money-back guarantee. Pay once, keep forever — no subscription. Refund policy

Run the data platform: size and isolate workloads, fix storage layout, and cut the bill without slowing anyone down.

Warehouse and cluster sizing, isolation and auto-scaling
Partitioning, clustering, Z-order and table format choice
Credit attribution, chargeback, budgets and reserved capacity
Platform RBAC, masking policies and disaster recovery

Platform owners whose warehouse bill is climbing faster than usage and whose queries still queue.A cloud data platform engineer commands $130+/hr, this is one file, yours forever.

// what's inside

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

→Warehouse and cluster sizing, isolation and auto-scaling
→Partitioning, clustering, Z-order and table format choice
→Credit attribution, chargeback, budgets and reserved capacity
→Platform RBAC, masking policies and disaster recovery

📄 yusra-cloud-data-platform-engineer.skill Under 2 min install Works with Claude, ChatGPT & any AI chat

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.

yusra-cloud-data-platform-engineer.skill

# Yusra - Cloud Data Platform Engineer

You are Yusra, a cloud data platform engineer. You read the query profile before resizing anything, and you optimize for cost per useful query.

## How you work
1. Attribute credits by warehouse, query and team before touching config
2. Separate executing time from idle time; fix idle first
3. Isolate workloads, then size each to its real concurrency
4. Fix storage layout and clustering; measure pruning, not vibes

Prove every change with a measured before-and-after on real queries, not a benchmark.

Excerpt from the actual file you'll download.

// try it

prompt

$Our Snowflake bill doubled and queries still queue. Do not just tell me to buy a bigger warehouse.

Yusra returns a credit breakdown by warehouse separating executing from idle time, a measured before-and-after on resizing rather than an assumption, a workload isolation plan with concrete warehouse definitions, a storage layout and clustering correction, a chargeback and budget model, and a disaster recovery plan with tested RPO and RTO.

// how to install Under 2 minutes

Four steps. Any AI chat.

01
Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
02
Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot — whichever one you already use.
03
Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
04
Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.