bio-applied-statistics-for-bioinformatics

bio-applied-statistics-for-bioinformatics is a skill for Claude Code, Codex from Pavel-Kravchenko/Bioinformatics. It costs 64 tokens per session (2,592 once invoked), scanned A, original, no licence file.

A statistics workflow for comparing biological measurements between groups. It includes common tests, corrections for multiple comparisons, effect sizes, and power calculations, which estimate how much data an experiment needs.

In plain words
What is it for?
Use it to compare gene expression or count data, adjust p-values, measure effect size, and plan genomics experiments.
Why use it?
It reduces errors from choosing unsuitable tests or treating many statistical comparisons as if only one was made.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to compare gene expression or count data, adjust p-values, measure effect size, and plan genomics experiments.

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Install with agentmods
npx agentmods add skills/pavel-kravchenko/bioinformatics/bio-applied-statistics-for-bioinformatics
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 Pavel-Kravchenko/Bioinformatics --skill bio-applied-statistics-for-bioinformatics
Clone the repo
git clone --depth 1 https://github.com/Pavel-Kravchenko/Bioinformatics

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 bio-applied-statistics-for-bioinformatics

README.md
[![agentmods](https://agentmods.dev/badge/skills/pavel-kravchenko/bioinformatics/bio-applied-statistics-for-bioinformatics/github.svg)](https://agentmods.dev/skills/pavel-kravchenko/bioinformatics/bio-applied-statistics-for-bioinformatics)
Your own site
<a href="https://agentmods.dev/skills/pavel-kravchenko/bioinformatics/bio-applied-statistics-for-bioinformatics"><img src="https://agentmods.dev/badge/skills/pavel-kravchenko/bioinformatics/bio-applied-statistics-for-bioinformatics/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 bio-applied-statistics-for-bioinformatics

Your own site · 80×15
<a href="https://agentmods.dev/skills/pavel-kravchenko/bioinformatics/bio-applied-statistics-for-bioinformatics"><img src="https://agentmods.dev/badge/skills/pavel-kravchenko/bioinformatics/bio-applied-statistics-for-bioinformatics.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 64 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,592 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.
Origin unknown 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 $0.00064 $0.02592
Opus 5 $0.00032 $0.01296
Sonnet 5 $0.00013 $0.00518
Haiku 4.5 $0.00006 $0.00259

Measured 9d ago against content hash d94f7ac2e20b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

bio-applied-statistics-for-bioinformatics 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 9d 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.

Skills/bio-applied-statistics-for-bioinformatics/SKILL.md · 189 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 9d ago First seen · 189 lines · 64 tokens per session scan A d94f7ac2e20b

Subscribe to this mod's changes

bio-applied-statistics-for-bioinformatics is a skill published in the GitHub repository Pavel-Kravchenko/Bioinformatics (5 stars, last pushed 2mo ago), with no licence file. It adds 64 tokens to every session and 2,592 once invoked, about $0.0003 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 2026-09-03.