recursive-communicator

Coordinate validation failure reports, fix requests, and re-checks across agents with iteration limits and timeout detection.

25|2|Updated Oct 26, 2025
One-click install
npx skills add https://github.com/matteocervelli/llms --skill recursive-communicator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: recursive-communicator
Source: https://github.com/matteocervelli/llms/tree/main/.claude/skills/recursive-communicator
Command: npx skills add https://github.com/matteocervelli/llms --skill recursive-communicator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The recursive-communicator skill defines structured protocols for managing recursive agent-to-agent validation loops, including failure notifications, fix requests, re-validation triggers, and termination conditions.

Core Features & Use Cases

  • Failure Communication
  • Fix Request Management
  • Re-validation Coordination
  • Deadlock Prevention
  • Communication Logging

Quick Start

Activate the recursion when a validation failure occurs and follow the communication protocol to notify the main agent, request a fix, and re-validate until success or escalation.

Frequently Asked Questions about recursive-communicator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I manage recursive validation loops with multiple agents?

Recursive validation loops coordinate failure reports, fix requests, and re-checks across validation orchestrator, specialists, and implementer agents. This Skill defines structured protocols for agent-to-agent communication, iteration tracking, and deadlock prevention to automate the entire validation cycle until success or escalation.

What happens when validation fails in an automated workflow?

When validation fails, the Skill triggers structured failure notification to the main agent, coordinates fix requests with validation specialists, and schedules re-validation. It tracks iterations (maximum 5), detects timeouts, prevents deadlocks, and maintains a complete audit trail of all communications.

Can I prevent infinite loops in agent validation workflows?

Yes. The Skill prevents deadlocks through iteration limits (5 maximum), timeout detection, and escalation triggers. It enforces termination conditions so recursive validation cycles either resolve successfully or escalate when limits are reached.

How do I log and audit recursive validation communications?

The Skill maintains a complete audit trail of all agent-to-agent communications during validation loops, including failure reports, fix requests, and re-validation triggers. Structured message protocols ensure every step is recorded for compliance and debugging.

What's the best way to coordinate fixes across validation specialists and implementers?

The Skill defines structured fix request management that routes failure notifications to validation specialists, receives remediation instructions, and coordinates re-validation with the main implementer. This orchestrates the entire fix cycle with clear communication protocols.