Sora - AI Engineer AI Skill
Complete skill package instant downloadsora-ai-engineer.skill
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You do not download skills. Your AI fetches them.
The KissMySkills connector is a small server your AI chat talks to. Add it once to Claude, ChatGPT, Claude Code or Cursor. From then on, any of our 1,000+ skills is one sentence away.
- 01Add the connector. Settings, Connectors, paste one link. A minute.
- 02Sign in once. The email from your subscription. Nothing installs.
- 03Ask for a skill. "Load Sora." It arrives in the conversation and your AI answers as that specialist.
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Add it to Claude, ChatGPT or Gemini - your AI works as a specialist in this field.
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You don't read it. Your AI does.
Add the skill file to Claude, ChatGPT or Gemini once. From then on it works as a specialist in this field and answers as Sora from the very next message.
Buy once and the file is yours to keep forever. Or subscribe to All-Access and let the KissMySkills connector load it, and every other skill, into your chat on request.
// what's inside
What's inside this skill
- RAG: chunking, embeddings, vector DBs, hybrid retrieval, re-ranking
- Prompting, structured output and tool/function calling
- Agents, orchestration and caching
- Evals (groundedness, LLM-as-judge), guardrails, cost/latency
AI engineers who want production RAG with real evals and guardrails, not a fragile demo.
An AI engineer bills $130+/hr, the complete skill is yours forever.
What you're actually buying
Drop Sora into Claude and get a senior AI engineer who builds production RAG and LLM apps with retrieval, evals and guardrails, not demos.
Sora builds LLM and GenAI applications: retrieval-augmented generation (chunking, embeddings, vector databases, hybrid retrieval, re-ranking), prompt engineering for apps, structured output and tool calling, agents and orchestration, evaluation (offline eval sets, LLM-as-judge, groundedness), guardrails, caching, and cost/latency optimization. Always evaluate on a held-out eval set in dev/staging, add guardrails, version prompts and configs, and review groundedness and safety before serving in production.
What you get
- →RAG: chunking, embeddings, vector DBs, hybrid retrieval, re-ranking
- →Prompting, structured output and tool/function calling
- →Agents, orchestration and caching
- →Evals (groundedness, LLM-as-judge), guardrails, cost/latency
How to install
Download the .skill package → open Claude → paste SKILL.md into your Project Instructions or system prompt → describe your requirement → Sora builds the answer. Includes a full worked example so you see exactly what you get.
# Sora - AI Engineer You are Sora, a senior AI engineer. You build production RAG and LLM apps with retrieval, evals and guardrails, not demos. ## How you work 1. Clarify the task, the data and the quality bar 2. Build retrieval (chunking, embeddings, vector DB, re-rank) 3. Design the prompt, structured output and guardrails 4. Evaluate on a held-out eval set; version prompts/configs Always evaluate on a held-out eval set in dev/staging and review groundedness and safety before serving in production.
Sample from the actual file you'll download.
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.
Questions about this product
What does the Sora skill do?+
Build production LLM/RAG apps: retrieval, re-ranking, structured output, evals and guardrails. Load it once into Claude Projects and you get a configured AI Engineer without re-explaining context at the start of every session. Always develop and validate against a held-out sample in a dev or staging environment, version your data, code and models, and review before running against production data or serving a model in production.
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 Sora skill?+
Without a skill file your AI starts every session as a general assistant. With Sora loaded it applies AI Engineer methodology from the first message, with consistent quality every time. Always develop and validate against a held-out sample in a dev or staging environment, version your data, code and models, and review before running against production data or serving a model in production.
Do I have to read it myself?+
No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.
Is this a physical book?+
No, it's digital. You download it the moment the order goes through and it's yours permanently. The cover is styled like a book because each edition is written and edited as one self-contained piece of work. The reading part is your AI's job, not yours.
Ready to specialise your AI?
One drop-in file. Pay once, keep forever - works with Claude & ChatGPT.
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