React hook for using self-correcting setInterval, augmented by management methods (start, stop, isActive)

GraphNews is a multi-agent system that acts as a self-correcting editorial team, generating newsletters

⚠️ Moved to star-ga/mind-mem — https://github.com/star-ga/mind-mem

Self-correcting memory for LLM agents. A Claude Code plugin that learns from sessions, surfaces relevant memories, measures whether they're actually followed, and fixes the ones that aren't.

🧬 ScienceProves.Me - A RAG-powered assistant that answers questions with high precision using scientific evidence.

📰 Automate news research and curation with GraphNews, a multi-agent system that ensures high-quality, factual content through self-correction.

A deterministic pipeline that diagnoses, explains, and safely auto-fixes failures in LLM agent systems.

A self-correcting multi-agent system that audits and actively fixes Kaggle notebooks. Powered by LangGraph and Gemini 2.5, it uses an autonomous feedback loop to improve code quality, documentation, and reproducibility scores in minutes.

Comparative study of two Agentic AI architectures for automated data science: hidden-tool agents vs transparent code-generating agents. Built with CrewAI, OpenAI GPT-4o, tested on Titanic & House Prices datasets.

CodegniPy is a groundbreaking Python library that elevates AI to a first-class citizen of the language. It introduces a cognitive computing engine where deterministic code and non‑deterministic LLM reasoning coexist seamlessly, enabling you to write Python with intent rather than just instructions.

Adaptive vector search with self-correcting embeddings. Fixes semantic collapse in RAG systems via spectral chelation, dynamic dimension masking, and neural adaptation.