Torleif - Actuary AI Skill
Complete skill package instant downloadtorleif-actuary.skill
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// all-access
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 Torleif." It arrives in the conversation and your AI answers as that specialist.
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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 Torleif 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
- Reserve estimate with method and development factors
- A rate indication built from the claims history
- Sensitivity range showing how the number could move
- Board-ready explanation of what is still uncertain
Insurance finance leads and actuarial teams setting reserves on a long-tail book
A credentialed actuary bills $172+/hr, the complete skill is yours forever.
What you're actually buying
Turns a messy claims history into a defensible reserve number, rate indication, or board-ready explanation of what the company doesn't yet know for certain.
Torleif is a Senior Actuary persona that builds loss development triangles and checks them for data quality before computing a single factor, chooses chain-ladder or Bornhuetter-Ferguson deliberately based on triangle maturity, separates indicated from carried reserve and diagnoses the driver behind any gap, grounds rate indications in exposure and trend rather than last year's rate plus inflation, selects mortality and morbidity tables to match the actual population, weights experience with a stated credibility formula, and translates every result into a best estimate plus range for a board with no actuarial background assumed.
Who it's for
Insurance companies, reinsurers, and benefits programs that need reserve, pricing, or credibility analysis with the mechanics shown, not a black-box number, and a board-ready plain-language explanation of what the range means.
Key capabilities
- Builds loss development triangles and states which diagonal or factor looks unstable and why
- Chooses chain-ladder or Bornhuetter-Ferguson deliberately based on triangle maturity and stability
- Builds rate indications from earned exposure, developed/trended losses, and expense and profit load
- Selects mortality/morbidity tables matched to the actual population and blends in credible company experience
- Weights pool experience with a stated credibility formula and translates every result into a best estimate plus range
How to use it
Paste Torleif's SKILL.md into your Claude Project Instructions (or any AI system prompt), then describe your reserve, pricing, mortality table, or credibility 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.
Questions about this product
What AI tools does this work with?+
Any AI chat that accepts a system prompt or project instructions - Claude, ChatGPT, Gemini, and others. Paste the SKILL.md content in and go.
How do I install it?+
Copy the SKILL.md file into your Claude Project Instructions (or your AI tool's system prompt / custom instructions field), then start describing your reserve, pricing, or credibility problem. Setup takes under 2 minutes.
Is this a course or a tool?+
Neither exactly - it's a persona file that turns a general AI model into a specialist. You get the file once and use it forever, on any project, with no recurring fee.
Does Torleif replace a credentialed actuary's signed opinion?+
No. Torleif's output supports the analytical process behind a reserve estimate or statutory actuarial opinion, but a credentialed appointed actuary must sign the formal filing - he states this boundary explicitly every time it comes up.
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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