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Adversarial Committee

Checked
simhacker·vlatest·other·MIT

This skill simulates a diverse committee of AI opinions to generate robust and less biased responses by mitigating individual model weaknesses.

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 simhacker/moollm --skill adversarial-committee -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

simhacker

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 simhacker/moollm at 8f6d840b2f.

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

Commit
8f6d840b2f
Manifest
skills/adversarial-committee/SKILL.md
Scanned
6 files, 944 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 adversarial-committee skill allows an AI agent to simulate a committee of diverse perspectives, challenging its own reasoning and outputs. It generates counterarguments and alternative viewpoints to identify potential flaws or biases in initial conclusions. This process aims to improve the robustness and reliability of the agent's responses by incorporating critical feedback.

When to use it

  • Decision-making scenarios: When an AI needs to make a recommendation or judgment, this skill can help explore alternatives and potential downsides.
  • Content generation: To ensure generated content is well-rounded and considers opposing viewpoints.
  • Risk assessment: Identify vulnerabilities in plans or strategies by simulating challenges from different perspectives.
  • Bias mitigation: Proactively uncover and address biases present in the agent's reasoning process.

Key capabilities

  • Simulates diverse committee members.
  • Generates counterarguments to initial proposals.
  • Identifies potential flaws in reasoning.
  • Incorporates alternative viewpoints.

Example prompts

  • "Let’s plan a marketing campaign for our new product. Use the adversarial-committee skill to challenge my ideas."
  • "I'm writing an essay arguing X. Can you use the adversarial-committee skill to generate counterarguments?"
  • “Evaluate this business proposal using the adversarial-committee skill, focusing on potential risks.”

Tips & gotchas

The effectiveness of this skill depends on providing clear context and defining the scope of the committee's perspective. Consider specifying the types of viewpoints you want the "committee" to represent for more targeted feedback.