Skip to content
TrustedSkillsbeta
Back to all skills

Scalable Thinking

Checked
nguyenthienthanh·vlatest·other·MIT

Scalable Thinking helps you break down complex problems into manageable steps, boosting efficiency and strategic planning for growth.

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 nguyenthienthanh/aura-frog --skill scalable-thinking -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

nguyenthienthanh

Taken from the source listing. We haven't verified who controls this account.

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 nguyenthienthanh/aura-frog at e58029838d.

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

Commit
e58029838d
Manifest
aura-frog/skills/scalable-thinking/SKILL.md
Scanned
1 file, 80 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 scalable-thinking skill allows AI agents to process and reason about information at a larger scale than typical language models. It enables handling complex tasks involving extensive data or intricate relationships, breaking them down into manageable steps for efficient analysis and response generation. This results in more comprehensive and nuanced outputs compared to standard approaches.

When to use it

  • Analyzing large datasets like customer reviews or scientific papers to identify trends.
  • Developing detailed plans with many dependencies, such as project roadmaps or travel itineraries.
  • Generating complex narratives or reports that require synthesizing information from multiple sources.
  • Troubleshooting intricate technical issues by systematically evaluating various factors and potential causes.

Key capabilities

  • Large-scale data processing
  • Complex reasoning
  • Step-by-step analysis
  • Nuanced output generation

Example prompts

  • "Analyze these 10,000 customer reviews and summarize the top 5 recurring complaints."
  • "Create a detailed project plan for launching a new product, including all tasks, dependencies, and estimated timelines."
  • "Explain the causes of climate change, breaking down the science into understandable steps."

Tips & gotchas

The agent may require significant computational resources to effectively utilize this skill. Ensure sufficient memory and processing power are available for optimal performance when dealing with very large inputs.