Dual-Cycle Reasoner
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.
3 stars
0 tools
Created Aug 2025
@cyqlelabs/cyqlelabs-dual-cycle-reasoner-dual-cycle-reasonerAbout
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.
Categories
general
Installation
npm
npm install @cyqlelabs/cyqlelabs-dual-cycle-reasoner-dual-cycle-reasoner
Configuration
{
"mcpServers": {
"cyqlelabs-dual-cycle-reasoner-dual-cycle-reasoner": {
"command": "npx",
"args": [
"-y",
"@cyqlelabs/cyqlelabs-dual-cycle-reasoner-dual-cycle-reasoner"
]
}
}
}