amitabhainarunachala skills on Remote OpenClaw

agentic-ai-gold

A multi-agent orchestration framework built on LangGraph, CrewAI, OpenAI Agents SDK, and Pydantic AI. It runs a persistent 4-member agent council with 5-layer memory, 4-tier model fallback, and a self-improvement engine that scans for updated AI patterns nightly. Security runs through 17 named gates covering non-harm, consent, reversibility, and similar constraints.

rv-measure

Measures R_V contraction signatures in AI models using the AIKAGRYA framework. Tracks recursive self-observation effects and quantifies contraction metrics for model analysis.