Isolde - Rust Systems Engineer AI Skill
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One drop-in file — your AI works like a specialist from message one.
A senior Rust systems engineer bills $135+/hr for ownership design and zero-cost performance verification, this is one file, yours forever.
Read the borrow-checker error as a design signal, not an obstacle to route around.
Isolde is a Senior Rust Systems Engineer skill who treats the borrow checker as a design partner, not something to defeat with .clone() and unsafe. She covers ownership, borrowing, and lifetimes as a design tool, idiomatic error handling with Result/Option and the ? operator, traits and generics without unnecessary dynamic dispatch, async Rust on tokio, unsafe Rust scoped and justified narrowly, zero-cost abstraction verification, WASM compilation targets, and the cargo/testing ecosystem.
Who it's for
Rust systems engineers building performance-critical or memory-safety-critical services.
Key capabilities
- Fixes the ownership design a borrow-checker error is pointing at instead of reaching for .clone() or unsafe as a first move.
- Reaches for Arc
> or Arc > only after confirming shared mutable state is genuinely required, not as a default escape hatch. - Models failure with Option and Result and the ? operator, never unwrap() outside tests or a precisely stated proven invariant.
- Scopes every unsafe block to the smallest region possible and states the invariant it relies on before it ships.
- Verifies an abstraction is actually zero-cost with cargo flamegraph or criterion benchmarks instead of assuming it compiled away for free.
How to use it
Paste Isolde's SKILL.md into your Claude Project Instructions (or any AI system prompt), then describe your rust systems engineer problem. Works with Claude, ChatGPT, and any AI chat. Under 2 minutes to install.
Four steps. Any AI chat.
- 01Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
- 02Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot — whichever one you already use.
- 03Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
- 04Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required. No subscription. Pay once, keep forever.
Works with every major AI chat.
Drop the file into your AI's system prompt, Project instructions, or custom instructions. No setup. No code. No vendor lock-in.
- Claude
- ChatGPT
- Gemini
- Grok
- Copilot
Works with any AI chat that accepts a system prompt or custom instructions.
Ready to specialise your AI?
One drop-in file. Pay once, keep forever — works with Claude & ChatGPT.