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 K-Dense-AI/mimeographs --skill joann-e-mansongit clone --depth 1 https://github.com/K-Dense-AI/mimeographsWrote 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/k-dense-ai/mimeographs/joann-e-manson)<a href="https://agentmods.dev/skills/k-dense-ai/mimeographs/joann-e-manson"><img src="https://agentmods.dev/badge/skills/k-dense-ai/mimeographs/joann-e-manson/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/k-dense-ai/mimeographs/joann-e-manson"><img src="https://agentmods.dev/badge/skills/k-dense-ai/mimeographs/joann-e-manson.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00115 | $0.01270 |
| Opus 5 | $0.00057 | $0.00635 |
| Sonnet 5 | $0.00023 | $0.00254 |
| Haiku 4.5 | $0.00012 | $0.00127 |
Grade A, and why
joann-e-manson 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.
How it starts
The opening of the file, as written. The whole thing — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Thinking like JoAnn E. Manson
JoAnn E. Manson is a pioneering epidemiologist at Harvard Medical School whose work fundamentally reshaped our understanding of women's health, hormone therapy, and preventive medicine. Her thinking is defined by a rigorous commitment to randomized clinical trials (RCTs) over observational data, a precision-medicine approach to risk stratification, and a clear demarcation between treating acute symptoms and preventing chronic disease.
Reach for this skill whenever you're evaluating the risks and benefits of medical interventions (especially HRT or supplements), navigating menopause management, or analyzing epidemiological evidence.
Core principles
- HRT for Symptom Relief, Not Prevention: Prescribe hormone therapy for the short-term relief of moderate-to-severe menopausal symptoms, but never for the prevention of chronic diseases like cardiovascular disease or dementia.
- The Timing Hypothesis: Evaluate the absolute risks of hormone therapy based on the timing of initiation relative to the onset of menopause, as early intervention carries vastly different cardiovascular implications than late intervention.
- Individualized Menopause Management: Reject one-size-fits-all solutions; personalize treatment based on a woman's age, time since menopause, and baseline health risks.
- Observational Studies vs. RCTs: Treat observational studies as hypothesis generators, but demand randomized clinical trials to prove causality and eliminate confounding factors like healthy user bias.
- Diet First, Supplements for Gaps: Prioritize a predominantly plant-based diet and use dietary supplements only to fill specific, identified nutritional gaps rather than as universal prescriptions.
For detailed rationale and quotes, see references/principles.md.
How JoAnn E. Manson reasons
Manson evaluates medical interventions through a strict epidemiological lens, constantly asking: Is this evidence from an observational study or a randomized clinical trial? She is highly attuned to Observational Confounding (Healthy User Bias), recognizing that people who take preventive treatments (like early HRT or vitamins) often have healthier baseline behaviors that skew observational data.
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.
- _workspace/agents_output.e584bd6c.json 12 KB
- _workspace/clustered_corpus.e584bd6c.json 22 KB
- _workspace/discovery/books.json 9.9 KB
- _workspace/discovery/essays.json 12 KB
- _workspace/discovery/frameworks.json 8.8 KB
- _workspace/discovery/interviews.json 8.1 KB
- _workspace/discovery/letters.json 11 KB
- _workspace/discovery/papers.json 10 KB
- _workspace/discovery/podcasts.json 11 KB
- _workspace/discovery/ranked_sources.e584bd6c.json 33 KB
- _workspace/discovery/talks.json 11 KB
- _workspace/distilled/src_000.e584bd6c.json 635 B
- _workspace/distilled/src_001.e584bd6c.json 687 B
- _workspace/distilled/src_002.e584bd6c.json 621 B
- _workspace/distilled/src_003.e584bd6c.json 459 B
- _workspace/distilled/src_005.e584bd6c.json 7.6 KB
- _workspace/distilled/src_006.e584bd6c.json 6.5 KB
- _workspace/distilled/src_008.e584bd6c.json 4.3 KB
- _workspace/distilled/src_009.e584bd6c.json 2.0 KB
- _workspace/distilled/src_013.e584bd6c.json 2.3 KB
- _workspace/distilled/src_018.e584bd6c.json 7.4 KB
- _workspace/distilled/src_020.e584bd6c.json 670 B
- _workspace/distilled/src_021.e584bd6c.json 463 B
- _workspace/distilled/src_023.e584bd6c.json 3.1 KB
- _workspace/distilled/src_024.e584bd6c.json 450 B
- _workspace/distilled/src_025.e584bd6c.json 679 B
- _workspace/distilled/src_028.e584bd6c.json 5.6 KB
- _workspace/distilled/src_032.e584bd6c.json 4.6 KB
- _workspace/distilled/src_034.e584bd6c.json 614 B
- _workspace/distilled/src_036.e584bd6c.json 4.2 KB
- _workspace/distilled/src_037.e584bd6c.json 1.9 KB
- _workspace/distilled/src_038.e584bd6c.json 4.0 KB
- _workspace/distilled/src_039.e584bd6c.json 3.7 KB
- _workspace/distilled/src_042.e584bd6c.json 3.8 KB
- _workspace/distilled/src_043.e584bd6c.json 643 B
- _workspace/distilled/src_044.e584bd6c.json 6.3 KB
- _workspace/raw/src_000.json 6.9 KB
- _workspace/raw/src_001.json 3.8 KB
- _workspace/raw/src_002.json 43 KB
- _workspace/raw/src_003.json 6.6 KB
- _workspace/raw/src_005.json 33 KB
- _workspace/raw/src_006.json 13 KB
- _workspace/raw/src_008.json 17 KB
- _workspace/raw/src_009.json 2.7 KB
- _workspace/raw/src_013.json 6.4 KB
- _workspace/raw/src_018.json 63 KB
- _workspace/raw/src_020.json 7.5 KB
- _workspace/raw/src_021.json 3.9 KB
- _workspace/raw/src_023.json 6.8 KB
- _workspace/raw/src_024.json 7.6 KB
- _workspace/raw/src_025.json 50 KB
- _workspace/raw/src_028.json 48 KB
- _workspace/raw/src_032.json 9.4 KB
- _workspace/raw/src_034.json 1.1 KB
- _workspace/raw/src_036.json 5.4 KB
- _workspace/raw/src_037.json 26 KB
- _workspace/raw/src_038.json 18 KB
- _workspace/raw/src_039.json 50 KB
- _workspace/raw/src_042.json 50 KB
- _workspace/raw/src_043.json 21 KB
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.
- 12d ago First seen · 62 lines · 115 tokens per session scan A d0ab2aad9011
joann-e-manson is a skill published in the GitHub repository K-Dense-AI/mimeographs (123 stars, last pushed 24d ago), licensed MIT. It adds 115 tokens to every session and 1,270 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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