shell-script-executability-validation

shell-script-executability-validation is a skill for Claude Code, Codex from HolobiomicsLab/asb-skill-collections. It costs 67 tokens per session (1,580 once invoked), scanned A, original, Apache-2.0.

A runtime check for shell and R scripts in a cloned bioinformatics repository. It verifies permissions, dependencies, and whether the scripts can process example input data and produce valid output.

In plain words
What is it for?
Use it to validate isolated workflows, such as CUT&RUN analysis, after cloning their source code and before committing full datasets.
Why use it?
A repository may contain scripts that are not executable or rely on missing tools. Testing the complete run before a full analysis exposes operational problems, though it does not prove the scientific method is correct.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to validate isolated workflows, such as CUT&RUN analysis, after cloning their source code and before committing full datasets.

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Install with agentmods
npx agentmods add skills/holobiomicslab/asb-skill-collections/shell-script-executability-validation
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 HolobiomicsLab/asb-skill-collections --skill shell-script-executability-validation
Clone the repo
git clone --depth 1 https://github.com/HolobiomicsLab/asb-skill-collections

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 shell-script-executability-validation

README.md
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Your own site
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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 shell-script-executability-validation

Your own site · 80×15
<a href="https://agentmods.dev/skills/holobiomicslab/asb-skill-collections/shell-script-executability-validation"><img src="https://agentmods.dev/badge/skills/holobiomicslab/asb-skill-collections/shell-script-executability-validation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 67 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,580 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00067 $0.01580
Opus 5 $0.00034 $0.00790
Sonnet 5 $0.00013 $0.00316
Haiku 4.5 $0.00007 $0.00158

Measured 5d ago against content hash 6cc77f275c01, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

shell-script-executability-validation 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 5d 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.

collections/epigenomics/v1/skills/shell-script-executability-validation/SKILL.md · 100 lines

How it starts

The opening of the file, as written. The whole thing — 100 lines — stays where its author put it; the contents beside it link to each section on GitHub.

shell-script-executability-validation

Summary

Verify that shell scripts within a cloned bioinformatics repository have correct permissions, dependencies, and can execute end-to-end on canonical input data to produce valid output. This skill validates the reproducibility of a computational workflow before relying on it for analysis.

When to use

You have cloned a bioinformatics repository (e.g., FredHutch/SEACR) and need to confirm that its shell and R scripts are executable and will run successfully on your input data (e.g., CUT&RUN bedGraph files) before investing time in a full analysis. Use this when the documentation is incomplete or untested, or when you need to audit an inherited workflow.

When NOT to use

  • You are auditing code logic or algorithmic correctness beyond execution — this skill only validates end-to-end runtime, not statistical validity or method soundness.
  • Input data is already pre-processed and integrated into a larger pipeline — use this skill on isolated workflows only.
  • The repository provides pre-built binaries or Docker images; validation of binary executables and containers requires different QA practices.

Inputs

  • cloned repository directory (via git clone)
  • minimal test input file conforming to tool's documented format (e.g., bedGraph with zero-signal rows omitted)
  • tool dependencies (R, Bedtools, or equivalents named in README)

Outputs

  • validated shell scripts with executable permissions confirmed
  • output BED file(s) conforming to documented schema
  • execution logs (stdout/stderr) confirming no errors

How to apply

Clone the target repository using git. Inspect the cloned directory for shell scripts (.sh) and verify that execute permissions are set (chmod +x if needed). Prepare a minimal canonical input file that meets the tool's documented format requirements (e.g., a bedGraph file with chr, start, end, signal columns for SEACR). Execute the script end-to-end with the test input using the documented command-line syntax, capturing stdout and stderr. Verify that the expected output files are produced (e.g., .relaxed.bed or .stringent.bed) and that their structure matches the documented schema (e.g., chr, start, end, total signal, max signal, max signal region for SEACR). If execution succeeds and output schema is valid, the workflow is reproducible.

Read the full file on GitHub · 100 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. 5d ago First seen · 100 lines · 67 tokens per session scan A 6cc77f275c01

Subscribe to this mod's changes

shell-script-executability-validation is a skill published in the GitHub repository HolobiomicsLab/asb-skill-collections (15 stars, last pushed today), licensed Apache-2.0. It adds 67 tokens to every session and 1,580 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 2026-09-06.

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