r-soil-scientific-figures

r-soil-scientific-figures is a skill for Codex from SoMic520/Hemusci-Skills. It costs 210 tokens per session (6,092 once invoked), scanned A, original, no licence file.

An R-based research-figure workflow for soil science and related agriculture, ecology, environmental, and earth-science studies. R is a programming language commonly used for data analysis and scientific charts.

In plain words
What is it for?
Use it to create or audit soil profiles, statistical plots, time series, microbiome and network charts, maps, model diagnostics, and other scientific figures, with R code, captions, and export files.
Why use it?
It helps researchers choose suitable figures, reproduce figures from papers, and prepare consistent files and code for publication or review.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to create or audit soil profiles, statistical plots, time series, microbiome and network charts, maps, model diagnostics, and other scientific figures, with R code, captions, and export files.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/somic520/hemusci-skills/r-soil-scientific-figures
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 SoMic520/Hemusci-Skills --skill r-soil-scientific-figures
Clone the repo
git clone --depth 1 https://github.com/SoMic520/Hemusci-Skills

Made for: 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 r-soil-scientific-figures

README.md
[![agentmods](https://agentmods.dev/badge/skills/somic520/hemusci-skills/r-soil-scientific-figures/github.svg)](https://agentmods.dev/skills/somic520/hemusci-skills/r-soil-scientific-figures)
Your own site
<a href="https://agentmods.dev/skills/somic520/hemusci-skills/r-soil-scientific-figures"><img src="https://agentmods.dev/badge/skills/somic520/hemusci-skills/r-soil-scientific-figures/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 r-soil-scientific-figures

Your own site · 80×15
<a href="https://agentmods.dev/skills/somic520/hemusci-skills/r-soil-scientific-figures"><img src="https://agentmods.dev/badge/skills/somic520/hemusci-skills/r-soil-scientific-figures.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 210 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,092 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 $0.00210 $0.06092
Opus 5.5 $0.00084 $0.02437
Sonnet 5.5 $0.00042 $0.01218
Haiku 4.5 $0.00021 $0.00609

Measured 2mo ago against content hash cd33acfdff07, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

r-soil-scientific-figures 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 2mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (assets/install/install_windows.ps1), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/r-soil-scientific-figures/SKILL.md · 260 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

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. 2mo ago First seen · 260 lines · 210 tokens per session scan A cd33acfdff07

Subscribe to this mod's changes

r-soil-scientific-figures is a skill published in the GitHub repository SoMic520/Hemusci-Skills (7 stars, last pushed 1mo ago), with no licence file. It adds 210 tokens to every session and 6,092 once invoked, about $0.0008 per session on Opus 5.5. 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 2026-08-31.

Related

r-soil-scientific-figures compared with skills from other repositories

r-soil-scientific-figures next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
r-soil-scientific-figuresSoMic520/Hemusci-SkillsSkill71mo agononeA210Codex
scientific-writingLigphiDonk/Oh-my--paperSkill7536mo agoMITA14Claude Code, Codex
write-reader-first-papersysyecust/write-reader-first-papersSkill151mo agoMITA172Codex
research-essaychemaoxfz/idea-to-essaySkill41mo agoMITA80Claude Code, Codex
scientific-paper-writereniktab/scientific-paper-writerSkill317mo agoMITA85Claude Code
witdeltadbu/WIT-skillSkill421mo agononeA93Claude Code, Codex
paper-workshoptjhavranek/paper-workshopSkill112mo agononeA524Claude Code, Codex