dym-scientific-agent-skills-chay-script-bundled-tu-shell

dym-scientific-agent-skills-chay-script-bundled-tu-shell is a skill for Claude Code from Rheinmir/setup. It costs 87 tokens per session (2,381 once invoked), scanned A, original, MIT.

Instructions for running bundled scripts directly from a shell. These scripts can produce JSON or TSV output and return exit codes for use by other tools.

In plain words
What is it for?
Use it to find runnable scripts, inspect their help, run data-processing tasks, and branch on their exit codes in automation.
Why use it?
It lets developers run deterministic checks without starting a coding agent or spending model tokens. The commands can therefore be used in Makefiles, scheduled jobs, or CI, which automatically checks changes.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python skills/paper-lookup/scripts/paginate.py --help.

Good fit Use it to find runnable scripts, inspect their help, run data-processing tasks, and branch on their exit codes in automation.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/Rheinmir/setup
agentmods
npx agentmods add skills/rheinmir/setup/dym-scientific-agent-skills-chay-script-bundled-tu-shell

Made for: Claude Code.

Wrote this? Show the measurements

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README.md
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Per session 87 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,381 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 $0.00087 $0.02381
Opus 5.5 $0.00035 $0.00952
Sonnet 5.5 $0.00017 $0.00476
Haiku 4.5 $0.00009 $0.00238

Measured yesterday against content hash 3103f84adeba, 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-chay-script-bundled-tu-shell 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-chay-script-bundled-tu-shell/SKILL.md · 171 lines

How it starts

The opening of the file, as written. The whole thing — 171 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill: dym-scientific-agent-skills-chay-script-bundled-tu-shell — Chạy script bundled thẳng từ shell (không cần agent)

Mọi thứ trong file này gõ vào terminal. Prompt cho agent nằm ở 03-dung-skill-trong-agent.md.

Vì sao dùng: 105/163 skill mang thư mục scripts/, và 90 skill trong số đó có script viết bằng argparse. Đây là CLI thật, chạy tất định, không tốn token — dùng được trong Makefile, cron, CI, hoặc chỉ để kiểm nhanh mà không mở agent. Sinh ra cái gì: JSON/TSV trên stdout hoặc file do -o chỉ định, cộng một exit code mà bạn bắt buộc phải branch.


Tìm script chạy được

# skill nào có scripts/
ls -d skills/*/scripts | cut -d/ -f2

# script nào là CLI argparse
grep -l argparse skills/*/scripts/*.py | head -20

# mọi script argparse đều trả lời --help (đây là hợp đồng CI của repo)
python skills/paper-lookup/scripts/paginate.py --help

Hợp đồng "--help luôn chạy" không phải lời hứa suông: tests/_contract/cli.py sinh test case cho mọi script argparse trong repo, và tests/_meta chạy nó lên toàn bộ 163 skill trong mỗi PR.

Ví dụ 1 — chuyển toạ độ genomic (thuần stdlib, offline, đã chạy thật)

python skills/genomic-coordinates/scripts/convert_coords.py --list
python skills/genomic-coordinates/scripts/convert_coords.py chr1 1000 2000 --from bed --to gff

Output thật:

contig	input	output	length	status	detail
chr1	1000-2000	1001-2000	1000	ok

Và bảng quy ước từ --list:

format         convention            notes
bed            0-based half-open     BED3/6/12, narrowPeak, broadPeak
gff            1-based inclusive     GFF3
gtf            1-based inclusive     GTF/GFF2, GENCODE, Ensembl
vcf            1-based inclusive     POS..POS+len(REF)-1
sam            1-based inclusive     SAM text POS (BAM stores it 0-based)
interval-list  1-based inclusive     Picard/GATK

Script cùng skill: audit_intervals.py, check_contigs.py, normalize_variant.py. Cả bốn chỉ dùng thư viện chuẩn — không cài gì thêm.

Read the full file on GitHub · 171 lines

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 · 171 lines · 87 tokens per session scan A 3103f84adeba

Subscribe to this mod's changes

dym-scientific-agent-skills-chay-script-bundled-tu-shell is a skill published in the GitHub repository Rheinmir/setup (11 stars, last pushed 20d ago), licensed MIT. It adds 87 tokens to every session and 2,381 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 2026-11-07.

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