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dym-scientific-agent-skills

dym-scientific-agent-skills is a skill for Claude Code from Rheinmir/setup. It costs 113 tokens per session (693 once invoked), scanned A, original, MIT.

A hub of workflows for scientific-agent-skills, covering installation, review, use, updates, CI integration, and contribution. It routes requests to smaller workflows instead of performing every task itself.

In plain words
What is it for?
Use it to evaluate a skill before installation, add it to an agent or CI process, run bundled scripts, update or remove it, and contribute changes.
Why use it?
It gives scientific-agent skills a documented way to be assessed, installed, versioned, tested, and used. This reduces uncertainty when adding agent skills to a research project.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: reads .claude/ paths.

not rated 11repo 20d ago A scan 113 tokens original MIT

Good fit Use it to evaluate a skill before installation, add it to an agent or CI process, run bundled scripts, update or remove it, and contribute changes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rheinmir/setup/dym-scientific-agent-skills
View source ↗ Rheinmir/setup
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 Rheinmir/setup --skill dym-scientific-agent-skills
Clone the repo
git clone --depth 1 https://github.com/Rheinmir/setup

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 dym-scientific-agent-skills

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/rheinmir/setup/dym-scientific-agent-skills"><img src="https://agentmods.dev/badge/skills/rheinmir/setup/dym-scientific-agent-skills.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 113 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 693 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 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 $0.00113 $0.00693
Opus 5.5 $0.00045 $0.00277
Sonnet 5.5 $0.00023 $0.00139
Haiku 4.5 $0.00011 $0.00069

Measured yesterday against content hash caad9c8ca1cd, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

dym-scientific-agent-skills 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 yesterday.

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.

.overstack/doyourmagic/scientific-agent-skills/skills/dym-scientific-agent-skills/SKILL.md · 38 lines

What it actually says

Skill: dym-scientific-agent-skills — hub workflow cho scientific-agent-skills

When to use

  • User gõ /dym-scientific-agent-skills (không tham số → bảng slug) hoặc /dym-scientific-agent-skills <slug>; hoặc /dym định tuyến tới đây theo domain.
  • Hub chỉ tốn dòng description; thân workflow con chỉ đọc khi được gọi.

Steps

  1. Đọc ARGUMENTS → <slug>. Không có slug → in bảng dưới rồi dừng, không đọc file nào.

    slug mục đích
    cai-dat-skills Cài Scientific Agent Skills vào agent của bạn
    tham-dinh-truoc-khi-cai Thẩm định một skill TRƯỚC khi cài
    dung-skill-trong-agent Dùng skill trong agent (CHỈ prompt, không phải lệnh shell)
    chay-script-bundled-tu-shell Chạy script bundled thẳng từ shell (không cần agent)
    pin-va-cap-nhat Ghim version, cập nhật, gỡ bỏ
    gate-trong-ci-cua-ban Đưa skill vào CI của DỰ ÁN BẠN
    dong-gop-them-sua-skill Đóng góp: thêm hoặc sửa một skill
    dong-gop-validate-test-scan Đóng góp: validate, test, scan

  2. Tìm file con theo thứ tự, lấy file ĐẦU TIÊN tồn tại rồi đọc ĐÚNG MỘT file: (1) ../dym-scientific-agent-skills-<slug>/SKILL.md (cạnh hub — cài qua npx skills add rheinmir/dym); (2) .overstack/doyourmagic/scientific-agent-skills/skills/dym-scientific-agent-skills-<slug>/SKILL.md (bundle trong dự án); (3) .claude/skills/dym-scientific-agent-skills-<slug>/SKILL.md. Làm theo Steps/Rules của file đó; không đọc file con khác; không thấy cả 3 → nói rõ, dừng.

Rules

  • Mỗi sub-skill tự chứa; hub không nhồi cả bundle vào context.
  • workflows.md cạnh bundle là chỉ mục + bảng kiểm chứng, không phải nguồn lệnh.
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. yesterday First seen · 38 lines · 113 tokens per session scan A caad9c8ca1cd

Subscribe to this mod's changes

dym-scientific-agent-skills is a skill published in the GitHub repository Rheinmir/setup (11 stars, last pushed 20d ago), licensed MIT. It adds 113 tokens to every session and 693 once invoked, about $0.0005 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 2026-11-07.

Building agentsScientific
Related

dym-scientific-agent-skills compared with skills from other repositories

dym-scientific-agent-skills next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
dym-scientific-agent-skillsRheinmir/setupSkill1120d agoMITA113Claude Code
instrument-data-to-allotropeanthropics/knowledge-work-pluginsSkill35kyesterdayApache-2.0A123Claude Code
matlabK-Dense-AI/scientific-agent-skillsSkill56k6d agoMITA44Claude Code
exploratory-data-analysisK-Dense-AI/scientific-agent-skillsSkill56k6d agoMITA83Claude Code
phylogeneticsK-Dense-AI/scientific-agent-skillsSkill56k6d agoMITA71Claude Code, Codex
research-engineerdavila7/claude-code-templatesSkill33ktodayMITA43Claude Code, Codex
mapping-to-snomedmaziyarpanahi/openmedSkill5.8ktodayApache-2.0A205Claude Code