Shipped: Persona-Grounded Truth-Gated Adaptive-Continual-Learning Hybrid-RAG Multi-Avatar Content-Creation platform with Domain-Knowledge-Graph. Not your average llm-wiki · GitHub 🤪

LinkedIn SSI Booster is an open-source automation framework and hybrid RAG agent designed for local-first social engine optimization and structured AI music workflows. Built for high reliability and zero-cloud dependency, it runs locally via Ollama to automate content curation, knowledge extraction, and creative pipelines with deterministic precision.

Key Capabilities:

Local-First RAG Architecture: Combines BM25 retrieval, NetworkX knowledge graph reranking, Model2Vec semantic embeddings, and spaCy NLP (with Japanese SudachiPy tokenization) running entirely offline via Ollama.

4-Layer Token-Space Truth Gate: Employs Derivative of Truth (DoT) loss gradients in token space to evaluate hallucination risks and enforce factual integrity before generation.

Rei Toei AI Music Engine: A style-aware music workflow for Suno that optimizes prompt tags, reduces redundancy across genres (psytrance, jungle/DnB, prog rock), and refines bilingual lyrics to prevent prompt leaks.

Production-Grade Reliability: Backed by an extensive automated test suite with over 1,800 unit and integration tests passing.