actuarial-risk-modeling SKILL.md skillA
actuarial-risk-modeling from magnus919/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add magnus919/agent-skills/actuarial-risk-modeling@git:20260823.077c5d0Pins git:20260823.077c5d0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- magnus919/agent-skills
- Path
actuarial-risk-modeling/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260823.077c5d0, committed Aug 23, 2026
- First version recorded
- Aug 20, 2026
- Size
- 12,718 bytes
- Repository stars
- 140
- License
- MIT
Use when analyzing, selecting, validating, or communicating models for insurance, actuarial, financial-risk, or other consequential uncertain outcomes. Covers regression, generalized linear models, frequency-severity, panel and longitudinal data, survival, time series, credibility, reserving, tail risk, calibration, and model governance. Do not use for generic software forecasting, ordinary SaaS financial models, or credentialed actuarial, investment, legal, or regulatory advice without the…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Actuarial and Financial Risk Modeling ## Overview Apply statistical modeling to uncertain outcomes where distributional assumptions, exposure, dependence, tail behavior, calibration, and decision consequences matter. The skill is methodology-first: it teaches model selection and evidence, not a particular library or rating formula. ## When to Use Load this skill when the task involves: - insurance pricing, claims, reserving, solvency, risk classification, or experience rating; - claim frequency, severity, pure premium, medical expenditure, loss, or event-time outcomes; - linear, generalized linear, two-part, count, survival, panel, longitudinal, or tail models; - financial returns, volatility, portfolio loss, risk measures, or scenario output; - calibration, forecast evaluation, backtesting, model comparison, or assumption diagnosis; - explaining model results, uncertainty, limitations, or use controls to decision-makers. ## When Not to Use …
Read the whole file at its exact version.
How to install
mdr add magnus919/agent-skills/actuarial-risk-modeling@sha256:f1d4db75016b4955The line at the top of this page pins the label git:20260823.077c5d0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_serc7myaou7onoih)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 20, 2026 and Aug 23, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260823.077c5d0 latest | 2026-08-23 | 077c5d0 | 12,718 B | A | view · diff |
| git:20260820.639fdf6 | 2026-08-20 | 639fdf6 | 10,557 B | A | view · diff |
| git:20260820.c990f05 | 2026-08-20 | c990f05 | 7,282 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12718 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
magnus919/agent-skills · 140 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_serc7myaou7onoih GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/actuarial-risk-modeling GET https://markdownregistry.com/api/v1/blob/f1d4db75016b4955b5d1e10b39825efd0f9898ab3cbfb0c0db42979a1053fd11
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.