framework-critical-thinking
CommunityBuild reliable, self-correcting AI reasoning.
Software Engineering#metacognition#ai-agents#reasoning-framework#critical-thinking#memory-curation#bias-detection#self-verification
Authorrfxlamia
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Architectural framework for building AI agents with critical thinking capabilities, including structured reasoning selection, metacognitive monitoring, self-verification, and bias detection to improve reliability and transparency.
Core Features & Use Cases
- Reasoning Router selects the optimal reasoning method (CoT/ToT/GoT/Self-Consistency) based on task characteristics and constraints.
- Metacognitive Monitor and Anomaly Detector provide confidence scoring and self-correction triggers to reduce hallucinations.
- Self-Verifications, Bias Detectors, and Memory Curation create a robust quality gate for outputs and provenance.
- Use cases include constructing production-grade AI agents for research automation, complex planning, and risk-aware decision support.
Quick Start
Configure your AI agent with a Reasoning Router, Metacognitive Monitor, and Self-Verification to enable reliable, self-correcting reasoning.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: framework-critical-thinking Download link: https://github.com/rfxlamia/claude-skillkit/archive/main.zip#framework-critical-thinking Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.