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Meta Cognition Parallel

Checked
thurbeen·vlatest·other·MIT

This skill simulates multiple cognitive processes in parallel for deeper understanding and nuanced responses – boosting AI insight.

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 thurbeen/rust-skills --skill meta-cognition-parallel -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

thurbeen

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 thurbeen/rust-skills at 6029cb39b5.

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

Commit
6029cb39b5
Manifest
skills/meta-cognition-parallel/SKILL.md
Scanned
1 file, 352 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 thurbeen-meta-cognition-parallel skill enables AI agents to perform parallel self-reflection and reasoning. It allows for simultaneous evaluation of multiple aspects of a task or problem, leading to more nuanced and comprehensive solutions. This capability enhances the agent's ability to identify biases, refine strategies, and improve overall performance through iterative introspection.

When to use it

  • Complex Problem Solving: When facing multi-faceted challenges requiring consideration of various perspectives and potential pitfalls.
  • Creative Writing/Brainstorming: To generate diverse ideas and evaluate them concurrently for originality and feasibility.
  • Code Debugging & Optimization: To analyze code from multiple angles, identifying performance bottlenecks or logical errors more effectively.
  • Strategic Planning: When developing plans with numerous dependencies and potential outcomes that need simultaneous assessment.

Key capabilities

  • Parallel self-reflection
  • Simultaneous reasoning across multiple aspects of a task
  • Bias identification through iterative introspection
  • Strategy refinement based on concurrent evaluation

Example prompts

  • "Analyze this essay for logical fallacies, tone consistency, and grammatical errors concurrently."
  • "Generate five different marketing campaign ideas and evaluate each one's potential ROI and target audience reach in parallel."
  • "Debug this Rust code snippet, checking for memory leaks, performance issues, and edge case failures simultaneously."

Tips & gotchas

The skill’s effectiveness depends on the agent's ability to decompose complex tasks into manageable sub-problems. It may require careful prompt engineering to ensure that each parallel reasoning thread receives sufficient context and guidance.