agentmods.dev

scientific-schematics

scientific-schematics is a skill for Claude Code from Aho1ic/Aeroric. It costs 68 tokens per session (5,500 once invoked), scanned A, original, no licence file.

A tool for creating scientific diagrams, including system diagrams, flowcharts, biological pathways, and neural-network architectures. It uses AI to generate and review diagrams, refining them when the result does not meet the chosen document type's quality threshold.

In plain words
What is it for?
Use it to make diagrams for papers and other scientific documents, especially when showing systems, pathways, workflows, or model architectures.
Why use it?
It helps turn a technical process or structure into a visual explanation. The review step focuses on whether the diagram is suitable for its intended document.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

not rated 62repo yesterday A scan 68 tokens custom licence

Good fit Use it to make diagrams for papers and other scientific documents, especially when showing systems, pathways, workflows, or model architectures.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/aho1ic/aeroric/scientific-schematics
View source ↗ Aho1ic/Aeroric
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 Aho1ic/Aeroric --skill scientific-schematics
Clone the repo
git clone --depth 1 https://github.com/Aho1ic/Aeroric

Made for: Claude Code.

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 scientific-schematics

README.md
[![agentmods](https://agentmods.dev/badge/skills/aho1ic/aeroric/scientific-schematics/github.svg)](https://agentmods.dev/skills/aho1ic/aeroric/scientific-schematics)
Your own site
<a href="https://agentmods.dev/skills/aho1ic/aeroric/scientific-schematics"><img src="https://agentmods.dev/badge/skills/aho1ic/aeroric/scientific-schematics/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 scientific-schematics

Your own site · 80×15
<a href="https://agentmods.dev/skills/aho1ic/aeroric/scientific-schematics"><img src="https://agentmods.dev/badge/skills/aho1ic/aeroric/scientific-schematics.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 68 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,500 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 $0.00068 $0.05500
Opus 5.5 $0.00027 $0.02200
Sonnet 5.5 $0.00014 $0.01100
Haiku 4.5 $0.00007 $0.00550

Measured 7d ago against content hash d8d1d9dc913d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

scientific-schematics 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 7d ago.

The scan reads SKILL.md. This mod also ships 3 executable files (scripts/example_usage.sh, scripts/generate_schematic_ai.py, scripts/generate_schematic.py), 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.

core/skills/builtin/science/scientific-schematics/SKILL.md · 619 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

6 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. 7d ago First seen · 619 lines · 68 tokens per session scan A d8d1d9dc913d

Subscribe to this mod's changes

scientific-schematics is a skill published in the GitHub repository Aho1ic/Aeroric (62 stars, last pushed yesterday), with no licence file. It adds 68 tokens to every session and 5,500 once invoked, about $0.0003 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 2026-10-31.

Creative and mediaScientific
Related

scientific-schematics compared with skills from other repositories

scientific-schematics next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
scientific-schematicsAho1ic/AeroricSkill62yesterdaynoneA68Claude Code
instrument-data-to-allotropeanthropics/knowledge-work-pluginsSkill35k2d agoApache-2.0A123Claude Code
exploratory-data-analysisK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA83Claude Code
matlabK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA44Claude Code
phylogeneticsK-Dense-AI/scientific-agent-skillsSkill56k4d agoMITA71Claude Code, Codex
research-engineerdavila7/claude-code-templatesSkill33kyesterdayMITA43Claude Code, Codex
mapping-to-snomedmaziyarpanahi/openmedSkill5.8kyesterdayApache-2.0A205Claude Code