SINGULARITY-MBP-APEX-COGNITION
CommunityAutonomous, self-evolving cognition for agents
Software Engineering#verification#cognition#agent-evolution#cross-session-learning#evoagent#AORP#hybrid-neural-symbolic
Authorfatcrapinmybutt
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Evolve autonomous cognitive agents by coordinating Act-Observe-Reflect-Plan loops, population-based strategy evolution, and cross-session learning with verification subsystems.
Core Features & Use Cases
- Act-Observe-Reflect-Plan (AORP) orchestration for autonomous agents and multi-layer reasoning.
- Population-based strategy evolution with tournament selection, mutation, and persistence across sessions.
- Critic/verifier subsystems for citation validation, logical soundness checks, hallucination guards, and confidence calibration.
- Hybrid neural + symbolic reasoning that constrains neural matches with symbolic rules to reduce errors and improve compliance.
- Fleet orchestration across multiple agents for coordinated investigations and knowledge fusion.
Quick Start
Install and launch the SINGULARITY-MBP-APEX-COGNITION workflow to start the EvoAgent population and begin evolving strategies across sessions.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: SINGULARITY-MBP-APEX-COGNITION Download link: https://github.com/fatcrapinmybutt/cortex-osint/archive/main.zip#singularity-mbp-apex-cognition Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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