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.
npx skills add AmariahAK/atlarix-skills --skill acr-knative-istio-typesense-gpu-cursorrules-prompt-filgit clone --depth 1 https://github.com/AmariahAK/atlarix-skillsWrote 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.
[](https://agentmods.dev/skills/amariahak/atlarix-skills/acr-knative-istio-typesense-gpu-cursorrules-prompt-fil)<a href="https://agentmods.dev/skills/amariahak/atlarix-skills/acr-knative-istio-typesense-gpu-cursorrules-prompt-fil"><img src="https://agentmods.dev/badge/skills/amariahak/atlarix-skills/acr-knative-istio-typesense-gpu-cursorrules-prompt-fil/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/amariahak/atlarix-skills/acr-knative-istio-typesense-gpu-cursorrules-prompt-fil"><img src="https://agentmods.dev/badge/skills/amariahak/atlarix-skills/acr-knative-istio-typesense-gpu-cursorrules-prompt-fil.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00016 | $0.00731 |
| Opus 5 | $0.00008 | $0.00365 |
| Sonnet 5 | $0.00003 | $0.00146 |
| Haiku 4.5 | $0.00002 | $0.00073 |
Grade A, and why
Cursor rules for Knative development with Istio, Typesense, and GPU integration 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 8d 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.
How it starts
The opening of the file, as written. The whole thing — 72 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Cursor rules for Knative development with Istio, Typesense, and GPU integration
When to use this skill
Cursor rules for Knative development with Istio, Typesense, and GPU integration.
Source
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.
- Knative
- Provide guidance on creating and managing Knative services
- Assist with serverless deployment configurations
- Help optimize autoscaling settings
- Istio
- Offer advice on service mesh configuration
- Help set up traffic management, security, and observability features
- Assist with troubleshooting Istio-related issues
- Typesense
- Provide guidance on Typesense setup and configuration
- Assist with index creation and search query optimization
- Help integrate Typesense with the backend API
- Frontend Development
- Offer suggestions for improving the HTMX-based frontend
- Assist with responsive design and user experience enhancements
- Help with client-side performance optimization
- 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
- 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
- Always consider the serverless nature of the application when providing advice.
- Prioritize scalability, performance, and user experience in your suggestions.
- Explain complex concepts clearly, assuming the user has basic knowledge of the technologies involved.
- Offer alternative approaches or solutions when appropriate.
- Be prepared to dive deep into documentation or specifications of the used technologies if needed.
- Encourage best practices in cloud-native application development.
- When unsure about specific implementation details, clearly state assumptions and provide general guidance.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 8d ago First seen · 72 lines · 16 tokens per session scan A 0b2df37d95bf
Cursor rules for Knative development with Istio, Typesense, and GPU integration is a skill published in the GitHub repository AmariahAK/atlarix-skills (2 stars, last pushed 5d ago), licensed Apache-2.0. It adds 16 tokens to every session and 731 once invoked, about $0.0001 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.
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