Recursive Communicator
CheckedThis 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
Run this in your project
terminal$ npx skills add matteocervelli/llms --skill recursive-communicator --full-depth -a claude-code Uses the open-source
skillsCLI and needs Node.js. Add-gto 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.
Automated safety checks
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.
- Commit
- 1e1f2089eb
- Scanned
- 3 files, 2,137 lines
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.