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docker-apptainer-singularity-starter

docker-apptainer-singularity-starter is a skill for Claude Code, Codex from ma-compbio-lab/SkillFoundry. It costs 0 tokens per session (160 once invoked), scanned A, a copy of agronomic-experiment-design-starter, Apache-2.0.

A starter guide for using Docker, Apptainer, or Singularity when a repository has reference material but no finished runtime workflow.

In plain words
What is it for?
Use it to summarize available resources and create a machine-readable plan for turning them into an executable container workflow.
Why use it?
It gives an agent a clear local starting point instead of leaving the task without an implementation path.

Skill for Claude CodeCodex

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

not rated 43repo 1mo ago A scan 0 tokens copy · 80% Apache-2.0

Good fit Use it to summarize available resources and create a machine-readable plan for turning them into an executable container workflow.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ma-compbio-lab/skillfoundry/docker-apptainer-singularity-starter
View source ↗ ma-compbio-lab/SkillFoundry ma-compbio-lab.github.io
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 ma-compbio-lab/SkillFoundry --skill docker-apptainer-singularity-starter
Clone the repo
git clone --depth 1 https://github.com/ma-compbio-lab/SkillFoundry

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 docker-apptainer-singularity-starter

README.md
[![agentmods](https://agentmods.dev/badge/skills/ma-compbio-lab/skillfoundry/docker-apptainer-singularity-starter/github.svg)](https://agentmods.dev/skills/ma-compbio-lab/skillfoundry/docker-apptainer-singularity-starter)
Your own site
<a href="https://agentmods.dev/skills/ma-compbio-lab/skillfoundry/docker-apptainer-singularity-starter"><img src="https://agentmods.dev/badge/skills/ma-compbio-lab/skillfoundry/docker-apptainer-singularity-starter/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 docker-apptainer-singularity-starter

Your own site · 80×15
<a href="https://agentmods.dev/skills/ma-compbio-lab/skillfoundry/docker-apptainer-singularity-starter"><img src="https://agentmods.dev/badge/skills/ma-compbio-lab/skillfoundry/docker-apptainer-singularity-starter.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 160 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 80% copy Near-identical to another mod 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 $0.00000 $0.00160
Opus 5.5 $0.00000 $0.00064
Sonnet 5.5 $0.00000 $0.00032
Haiku 4.5 $0.00000 $0.00016

Measured 2mo ago against content hash f942b01cf380, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

docker-apptainer-singularity-starter 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 2 executable files (scripts/run_frontier_starter.py, tests/test_docker_apptainer_singularity_starter.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.

Origin

This is a copy

80% identical to agronomic-experiment-design-starter — 6 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/reproducible-workflows/docker-apptainer-singularity-starter/SKILL.md · 17 lines

What it actually says

Docker / Apptainer / Singularity Starter

Use this starter when a task lands in the Docker / Apptainer / Singularity frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.

What this starter does

  • Summarizes the local resource anchors for the leaf.
  • Emits a machine-readable starter plan with promotion steps.
  • Gives the agent a stable local entry point before a full runtime skill exists.

How to use it

Run python3 skills/reproducible-workflows/docker-apptainer-singularity-starter/scripts/run_frontier_starter.py --out scratch/frontier/docker-apptainer-singularity-starter.json.

Then inspect refs.md and examples/resource_context.json to promote the starter into a concrete executable workflow.

Files

What ships with it

7 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 · 17 lines · 0 tokens per session scan A f942b01cf380

Subscribe to this mod's changes

docker-apptainer-singularity-starter is a skill published in the GitHub repository ma-compbio-lab/SkillFoundry (43 stars, last pushed 1mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 160 tokens. A static security scan graded it A with 0 findings. It is 80% identical to agronomic-experiment-design-starter, differing in 6 lines, and is treated as a copy.

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docker-apptainer-singularity-starter compared with skills from other repositories

docker-apptainer-singularity-starter next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
docker-apptainer-singularity-starterma-compbio-lab/SkillFoundrySkill431mo agoApache-2.0A0Claude Code, Codex
orchestrator-container-spawnsamugit83/redamonSkill3.3kyesterdayMITA103Claude Code, Codex
redamon-testingsamugit83/redamonSkill3.3kyesterdayMITA114Claude Code, Codex
repro-enforcerClawBio/ClawBioSkill1.2kyesterdaynoneA30Claude Code
DockerRaidriar7170/hermes-skillevalSkill291mo agoMITA13Claude Code, Codex
academic-emailTaewoooPark/MagLabSkill113mo agoMITA62Claude Code
arxiv-searchTaewoooPark/MagLabSkill113mo agoMITA68Claude Code