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Recursive Communicator

Checked
matteocervelli·vlatest·ai-ml·MIT

This skill recursively generates diverse communication prompts for creative writing and brainstorming, boosting idea generation and overcoming writer's block.

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 matteocervelli/llms --skill recursive-communicator --full-depth -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

matteocervelli

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 matteocervelli/llms at 1e1f2089eb.

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

Scanned
3 files, 2,137 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 recursive-communicator skill allows an AI agent to engage in iterative communication loops, refining its understanding and responses through repeated exchanges. It can break down complex tasks into smaller steps by requesting clarification or additional information from a user. This enables more nuanced interactions and improved task completion compared to single-turn prompts.

When to use it

  • Complex problem solving: When the initial prompt requires significant back-and-forth to fully define the desired outcome.
  • Clarification needed: When an agent needs to confirm assumptions or gather missing information before proceeding with a task.
  • Iterative design processes: For scenarios like brainstorming, outlining, or creating drafts where feedback and revisions are essential.
  • Negotiation simulations: To model conversations requiring multiple rounds of offers, counter-offers, and adjustments.

Key capabilities

  • Recursive communication loops
  • Clarification requests
  • Iterative refinement of responses
  • Task decomposition through dialogue

Example prompts

  • "Let's plan a trip to Italy. Start by asking me some questions about my preferences."
  • "I need you to write a marketing email. First, ask me for details about the product and target audience."
  • “Help me debug this code. Ask clarifying questions if anything is unclear.”

Tips & gotchas

The skill's effectiveness depends on the user’s willingness to engage in dialogue. Be prepared to answer follow-up questions and provide detailed responses to maximize its benefits.