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Claude Automation Recommender

Official
anthropics·vlatest·ai-ml·Apache-2.0

Suggests optimal Claude workflows & automations based on user tasks and data inputs for increased efficiency.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add anthropics/claude-plugins-official --skill claude-automation-recommender -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

anthropics

Matched to the vendor's own GitHub organisation.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned anthropics/claude-plugins-official at 921c90ff92.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
921c90ff92
Manifest
plugins/claude-code-setup/skills/claude-automation-recommender/SKILL.md
Scanned
6 files, 1,427 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

The claude-automation-recommender skill helps users identify and implement automation workflows tailored to their specific needs. It analyzes tasks, suggests relevant tools or processes, and provides guidance on how to automate repetitive or complex operations efficiently.

When to use it

  • You need to streamline a manual workflow in your business process.
  • You're looking for recommendations on which automation tools best fit your project requirements.
  • You want to reduce human error by automating data entry or report generation tasks.
  • You are exploring ways to improve productivity without investing significant time in research.

Key capabilities

  • Task analysis and workflow identification
  • Tool recommendation based on use case
  • Step-by-step automation guidance

Example prompts

  • "How can I automate my daily email sorting process?"
  • "What tools would help me automate report generation from customer data?"
  • "Suggest an automation workflow for handling invoice approvals."

Tips & gotchas

  • Provide as much context as possible when asking for recommendations to ensure accurate suggestions.
  • Some advanced automation may require integration with specific platforms or APIs, which might need additional setup.