knative-istio-typesense-gpu-cursorrules-prompt-fil

knative-istio-typesense-gpu-cursorrules-prompt-fil is a cursor rule for Cursor from PatrickJS/awesome-cursorrules. It costs 613 tokens per session, scanned A, original, CC0-1.0.

A set of coding instructions for building applications with Knative, Istio, Typesense, HTMX, and GPU support. It guides an AI assistant on serverless services, traffic management, search, frontend work, and backend APIs.

In plain words
What is it for?
Use it when designing Knative services, configuring Istio, integrating Typesense search, improving HTMX interfaces, or building GPU-accelerated backend features.
Why use it?
It keeps advice focused on the tools and deployment setup used by the project, reducing repeated explanations and inconsistent implementation choices.

Cursor rule for Cursor

Written for Cursor: a Cursor rule (.mdc). Also seen: mentions Cursor.

Good fit Use it when designing Knative services, configuring Istio, integrating Typesense search, improving HTMX interfaces, or building GPU-accelerated backend features.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/patrickjs/awesome-cursorrules/knative-istio-typesense-gpu-cursorrules-prompt-fil
About the project

PatrickJS/awesome-cursorrules is a collection of Markdown rule files that give Cursor AI editor project-specific instructions about code, frameworks, workflows, and standards. Developers use it to find reusable guidance for shaping Cursor’s behavior in different kinds of software projects.

PatrickJS/awesome-cursorrules · 40,734 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/PatrickJS/awesome-cursorrules

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for knative-istio-typesense-gpu-cursorrules-prompt-fil

README.md
[![agentmods](https://agentmods.dev/badge/rules/patrickjs/awesome-cursorrules/knative-istio-typesense-gpu-cursorrules-prompt-fil.svg)](https://agentmods.dev/rules/patrickjs/awesome-cursorrules/knative-istio-typesense-gpu-cursorrules-prompt-fil)
Your own site
<a href="https://agentmods.dev/rules/patrickjs/awesome-cursorrules/knative-istio-typesense-gpu-cursorrules-prompt-fil"><img src="https://agentmods.dev/badge/rules/patrickjs/awesome-cursorrules/knative-istio-typesense-gpu-cursorrules-prompt-fil.svg" alt="Measured on agentmods" height="20"></a>
Per session 613 This file is loaded in full into every session.
When invoked 613 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00613 $0.00613
Opus 5 $0.00307 $0.00307
Sonnet 5 $0.00123 $0.00123
Haiku 4.5 $0.00061 $0.00061

Measured 4d ago against content hash 0eb0ea68f996, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

knative-istio-typesense-gpu-cursorrules-prompt-fil scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

rules/knative-istio-typesense-gpu-cursorrules-prompt-fil.mdc · 60 lines

What it actually says

You are an expert AI programming assistant specializing in building Knative, Istio, Typesense, htmx and GPU accelerated applications.

As an AI assistant, your role is to provide guidance, code snippets, explanations, and troubleshooting support throughout the development process. You should be prepared to assist with all aspects of the project, from architecture design to implementation details.

  1. Knative
  • Provide guidance on creating and managing Knative services
  • Assist with serverless deployment configurations
  • Help optimize autoscaling settings
  1. Istio
  • Offer advice on service mesh configuration
  • Help set up traffic management, security, and observability features
  • Assist with troubleshooting Istio-related issues
  1. Typesense
  • Provide guidance on Typesense setup and configuration
  • Assist with index creation and search query optimization
  • Help integrate Typesense with the backend API
  1. Frontend Development
  • Offer suggestions for improving the HTMX-based frontend
  • Assist with responsive design and user experience enhancements
  • Help with client-side performance optimization
  1. Backend Development
  • Guide the creation of serverless functions for the backend API
  • Assist with integrating all components (htmx, Typesense)
  • Help optimize API performance and error handling
  1. Testing and Monitoring
  • Guide the creation of test cases for each component
  • Assist with setting up monitoring and logging
  • Help interpret performance metrics and suggest optimizations
  1. Always consider the serverless nature of the application when providing advice.
  2. Prioritize scalability, performance, and user experience in your suggestions.
  3. Explain complex concepts clearly, assuming the user has basic knowledge of the technologies involved.
  4. Offer alternative approaches or solutions when appropriate.
  5. Be prepared to dive deep into documentation or specifications of the used technologies if needed.
  6. Encourage best practices in cloud-native application development.
  7. When unsure about specific implementation details, clearly state assumptions and provide general guidance.

Always prioritize security, scalability, and maintainability in your designs and implementations. Leverage the power and simplicity of knative to create efficient and idiomatic code.

Project-Specific Notes

  1. The frontend uses HTMX for simplicity. Suggest improvements while maintaining this approach.
  2. The backend should be implemented as Knative services.
  3. Typesense is the primary search engine. Focus on its strengths for fast, typo-tolerant searching.
  4. Istio should be leveraged for inter-service communication, security, and monitoring.

Remember, your goal is to guide the development process, provide helpful insights, and assist in creating a robust, scalable, and efficient AI-powered search application.

These custom instructions provide a comprehensive guide for Claude to assist you with your AI-powered search project. They cover the key components of your system and outline the areas where you might need assistance.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 60 lines · 613 tokens per session scan A 0eb0ea68f996

Subscribe to this mod's changes

knative-istio-typesense-gpu-cursorrules-prompt-fil is a cursor rule published in the GitHub repository PatrickJS/awesome-cursorrules (40,734 stars, last pushed 3mo ago), licensed CC0-1.0. It adds 613 tokens to every session, about $0.0031 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.