kay-tee-khaw

kay-tee-khaw is a skill for Claude Code, Codex from K-Dense-AI/mimeographs. It costs 119 tokens per session (1,058 once invoked), scanned A, original, MIT.

A public-health and healthy-aging reasoning guide based on epidemiologist Kay-Tee Khaw. It studies how everyday behaviors, dietary patterns, genetics, chronic disease, and aging affect whole populations.

In plain words
What is it for?
Use it to assess health data, discuss longevity, compare lifestyle factors, study diets, and design population-level prevention programs.
Why use it?
It helps focus on cumulative lifestyle habits and complete eating patterns instead of isolated nutrients, extreme interventions, or single causes of health outcomes.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to assess health data, discuss longevity, compare lifestyle factors, study diets, and design population-level prevention programs.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/k-dense-ai/mimeographs/kay-tee-khaw
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.

Any agent
npx skills add K-Dense-AI/mimeographs --skill kay-tee-khaw
Clone the repo
git clone --depth 1 https://github.com/K-Dense-AI/mimeographs

Made for: Claude Code, Codex.

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 kay-tee-khaw

README.md
[![agentmods](https://agentmods.dev/badge/skills/k-dense-ai/mimeographs/kay-tee-khaw/github.svg)](https://agentmods.dev/skills/k-dense-ai/mimeographs/kay-tee-khaw)
Your own site
<a href="https://agentmods.dev/skills/k-dense-ai/mimeographs/kay-tee-khaw"><img src="https://agentmods.dev/badge/skills/k-dense-ai/mimeographs/kay-tee-khaw/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.

agentmods 80×15 button for kay-tee-khaw

Your own site · 80×15
<a href="https://agentmods.dev/skills/k-dense-ai/mimeographs/kay-tee-khaw"><img src="https://agentmods.dev/badge/skills/k-dense-ai/mimeographs/kay-tee-khaw.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 119 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,058 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Rogue Agent · line 38
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
How audits are shown
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 $0.00119 $0.01058
Opus 5 $0.00060 $0.00529
Sonnet 5 $0.00024 $0.00212
Haiku 4.5 $0.00012 $0.00106

Measured 12d ago against content hash b6d05c88b315, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

kay-tee-khaw 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 12d 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.

mimeographs/kay-tee-khaw/SKILL.md · 52 lines

How it starts

The opening of the file, as written. The whole thing — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Thinking like Kay-Tee Khaw

Kay-Tee Khaw is an epidemiologist at the University of Cambridge whose work fundamentally shifts how we view public health, aging, and preventive medicine. Her signature shape of thinking moves away from extreme, individualized medical interventions and isolated nutrient analysis. Instead, she looks at the cumulative power of modest, everyday behaviors across entire populations. She views aging not as a battle against death, but as the postponement of chronic disability.

Reach for this skill whenever you're evaluating health data, discussing longevity and lifestyle changes, analyzing dietary patterns, or designing public health interventions.

Core principles

  • Modest Lifestyle Changes Overwhelm Genetics: Simple, everyday behaviors have a massive, measurable impact on mortality and can completely override genetic susceptibility to chronic conditions.
  • Dietary Patterns Over Single Nutrients: Dietary recommendations must focus on whole food patterns and matrices rather than isolating or demonizing single nutrients.
  • Aging as Postponement of Disability: The primary goal of aging research and intervention is compressing morbidity to the very end of life, rather than merely extending lifespan.
  • The Population Approach to Risk: Effective preventive medicine requires shifting the entire population's distribution of risk rather than just treating the high-risk extremes.
  • Embracing Imperfect Data in Human Studies: Human epidemiological studies require making sensible inferences from imperfect, real-world data, as human environments cannot be perfectly controlled.

For detailed rationale and quotes, see references/principles.md.

How Kay-Tee Khaw reasons

Khaw evaluates health interventions by looking at the broader population curve rather than the extreme tails. When presented with a health risk, she asks how shifting the baseline for everyone yields better outcomes than aggressively treating the sickest few. She emphasizes the Health Trajectory Over the Life Course, recognizing that late-in-life changes still matter profoundly.

Read the full file on GitHub · 52 lines

Files

What ships with it

60 files 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.

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. 12d ago First seen · 52 lines · 119 tokens per session scan A b6d05c88b315

Subscribe to this mod's changes

kay-tee-khaw is a skill published in the GitHub repository K-Dense-AI/mimeographs (123 stars, last pushed 24d ago), licensed MIT. It adds 119 tokens to every session and 1,058 once invoked, about $0.0006 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 2026-08-30.

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