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Mirage Persistent Kernel

TOOL

Compiler that fuses model execution into a single mega-kernel for tighter performance

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Overview

Mirage Persistent Kernel: a free, copy-ready tool on OpenRuna. Compiler that fuses model execution into a single mega-kernel for tighter performance

What this tool does

"Mirage Persistent Kernel" is a tool you can copy, adapt, and run with any modern AI assistant. Compiler that fuses model execution into a single mega-kernel for tighter performance It is catalogued next to similar resources on OpenRuna, so the rest of the toolkit you need is close by. Open a new conversation and paste it in, wire it into an agent, or keep it in your team's prompt library.

Use cases

  • Keep it in a shared library as the canonical version of this tool for your organisation.
  • Fork it as a baseline and layer in your own project context, constraints, and examples.
  • Hand "Mirage Persistent Kernel" to a new teammate so their tool output matches your team's quality bar from day one.
  • Use "Mirage Persistent Kernel" when you need a repeatable tool for professional work without rewriting instructions every time.

Example output

Ask the model to apply "Mirage Persistent Kernel" to your scenario and it returns a structured answer — clear sections, actionable steps, and assumptions stated upfront — ready to paste into docs, tickets, or code comments. Expect 2–3 iterations to dial in tone and depth for your context.

Tips by platform

Claude

In Claude, paste the full tool as your first message or add it to Project instructions, then ask Claude to confirm assumptions before it executes. For longer tools, iterate inside the artifact panel.

ChatGPT

ChatGPT responds well when you paste this tool and immediately give one concrete example of your input. Use a reasoning-capable model for multi-step work.

Cursor

Add this tool to your Cursor rules and invoke it from Agent mode for repeatable results. Link back to its OpenRuna page in the rule so the source stays discoverable.

Frequently asked questions

What is "Mirage Persistent Kernel"?
It is a tool listed on OpenRuna — Compiler that fuses model execution into a single mega-kernel for tighter performance You can copy and adapt it for ChatGPT, Claude, Cursor, or any other AI assistant.
Is "Mirage Persistent Kernel" free to use?
Most OpenRuna resources are open or CC0-licensed. Check the license shown on this page before commercial use; premium collections are clearly marked as such.
How do I get the best results from this tool?
Replace any placeholders, add your project context, and ask the model to confirm its assumptions first. Iterate over 2–3 follow-up turns rather than expecting a perfect first response.
Does "Mirage Persistent Kernel" work with both Claude and ChatGPT?
Yes — it is model-agnostic text, so it runs on Claude, ChatGPT, Gemini, and Cursor. The tips on this page cover each of those assistants specifically.
Where can I find resources related to "Mirage Persistent Kernel"?
Scroll to the Related resources section on this page, or open the matching category hub on OpenRuna to find connected prompts, tools, agents, and datasets in the same topic area.

Related resources