Dual-Cycle Reasoner

Name: Dual-Cycle Reasoner
Author: cyqlelabs

Dual-Cycle Reasoner enables agents to detect repetitive behavior, diagnose failure causes, and recover with advanced met

Installation

Paste the snippet below into your client's config.

Installation

Quick info

Category: AI & Machine Learning
Transport: STDIO
License: MIT
GitHub stars: 10
Views: 701

Compatible with

Claude Code
Claude Desktop
codex
Cursor
gemini-cli
VS Code
Windsurf

GitHub repo

Found in: mcp.directory

Overview

Provides dual-cycle metacognitive reasoning framework that detects when autonomous agents get stuck in repetitive behaviors through statistical anomaly detection and semantic analysis, then automatically diagnoses failure causes and generates recovery strategies using case-based learning.

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