tutorial_in_60_mins.propagate_docker_changes

tutorial_in_60_mins.propagate_docker_changes is a skill for Claude Code from causify-ai/helpers. It costs 11 tokens per session (488 once invoked), scanned A, original, Apache-2.0.

A workflow for synchronising Docker files in class projects with a shared project template. Docker packages an application and its dependencies so it can run in a consistent environment.

In plain words
What is it for?
Use it to update Dockerfiles, Docker scripts, and the Jupyter startup script across target projects. It can also summarise uncertain changes and ask for confirmation.
Why use it?
It prevents each class project from drifting away from the template's setup. It can either copy the complete current setup or propagate only the latest template commit.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

Good fit Use it to update Dockerfiles, Docker scripts, and the Jupyter startup script across target projects. It can also summarise uncertain changes and ask for confirmation.

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Install with agentmods
npx agentmods add skills/causify-ai/helpers/tutorial_in_60_mins.propagate_docker_changes
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 causify-ai/helpers --skill tutorial_in_60_mins.propagate_docker_changes
Clone the repo
git clone --depth 1 https://github.com/causify-ai/helpers

Made for: Claude Code.

Wrote this? Show the measurements

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README.md
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Your own site · 80×15
<a href="https://agentmods.dev/skills/causify-ai/helpers/tutorial_in_60_mins.propagate_docker_changes"><img src="https://agentmods.dev/badge/skills/causify-ai/helpers/tutorial_in_60_mins.propagate_docker_changes.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 11 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 488 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 $0.00011 $0.00488
Opus 5.5 $0.00004 $0.00195
Sonnet 5.5 $0.00002 $0.00098
Haiku 4.5 $0.00001 $0.00049

Measured 15d ago against content hash 3bab338de106, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

tutorial_in_60_mins.propagate_docker_changes 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 15d 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.

.claude/skills/tutorial_in_60_mins.propagate_docker_changes/SKILL.md · 54 lines

What it actually says

Overview

  • <SRC_DIR> = class_project/project_template

This skill supports two modes:

  • Full sync: Make all Docker files across projects match project_template
  • Last-commit sync: Propagate only the changes from the most recent commit in project_template

Mode A: Full sync

  • Find each target directory <DST_DIR>: every directory under class_project/ (other than <SRC_DIR> itself) that already has a Dockerfile
    > find class_project -mindepth 2 -maxdepth 2 -name Dockerfile \
        -not -path "class_project/project_template/*"
    
  • For each <DST_DIR> found this way
  • Make the Docker files <DST_DIR>/docker_*.sh, <DST_DIR>/Dockerfile, <DST_DIR>/run_jupyter.sh as similar as possible to the corresponding ones in <SRC_DIR>
    • The goal is to reuse functions and factored out code (e.g., from class_project/project_template/utils.sh)
  • If you are not sure about what the changes are
    • Summarize the changes for the user in bullet points
    • Ask for the user to confirm

Mode B: Last-commit sync

  • Use this mode when you only need to propagate the most recent changes

Check the Last Commit

  • Look at the changes from the last git commit in <SRC_DIR>
  • Summarize the changes for the user in bullet points
  • If you are not sure about what the changes are, stop and ask for the user to confirm

Propagate the Changes

  • Propagate the changes in the Docker system from <SRC_DIR> to every <DST_DIR> found via the find command in Mode A

Preserve Behavior

  • Make sure not to change the behavior unless needed

Update the Docker Docs

  • Update class_project/project_template/docker_scripts.README.md explaining how this project uses Docker to build and execute containers given the new changes

Verification (both modes)

  • All the docker_*.sh scripts work, run either directly or through the relevant pytest unit tests
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. 15d ago First seen · 54 lines · 11 tokens per session scan A 3bab338de106

Subscribe to this mod's changes

tutorial_in_60_mins.propagate_docker_changes is a skill published in the GitHub repository causify-ai/helpers (153 stars, last pushed yesterday), licensed Apache-2.0. It adds 11 tokens to every session and 488 once invoked, about $0.0000 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 2026-10-13.

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