ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Modern CLI tool for scraping & analyzing Facebook groups using Playwright & Gemini AI. Features self-healing selectors, session security, and local offline analysis.

AI-powered outliner that turns idea graphs into structured writing.

[𝐍𝐚𝐭𝐮𝐫𝐞 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬] 🤖💡 LiveIdeaBench: Evaluating LLMs' Scientific Creativity and Idea Generation with Minimal Context

AI agents that act as your personal venture analyst - from startup idea brainstorming to full validation and go-to-market strategy. Built for indie developers who'd rather validate in a weekend than regret in six months. Powered by Claude Code, OpenAI Codex, and Cursor.

Your dedicated research inspiration engine. An agent framework for generating high-quality, structured research ideas.

A collection of useful scripts originated or modified by Onri Jay Benally. This is where Onri's new repositories & many of his projects are born.

Some interesting examples of Monte Carlo simulations performed with CUDA Python in Google Colab.

Keywords & questions that can be used as a limited framework for idea/ context generation about a topic of interest. This is also useful in prompt engineering.

An AI-powered brainstorming engine that multiplies and iterates on your ideas instantly.

Idea generation for a deep ultraviolet LASER lithography system compiled into a repository by Onri Jay Benally.

An Introduction to the core principles of Onri Jay Benally.

Passive observation driven autonomous research engine

MCP server for structured ideation — generating, scoring, and storing software ideas

AI-powered research idea generation through adversarial debate. Trains a calibrated judge on 50K real reviews, then uses a 3-agent (Critic-Proposer-Judge) loop to generate and stress-test novel research ideas to publication quality.

AI-Hobbyist is a platform that helps users generate problem statements, clean datasets, and train AI models using a no-code approach.

Browser-based PII redaction for Japanese resumes and CVs. Combines regex, dictionary, heuristics, and AI detection — no data leaves your device.

AI-powered platform for content creators to generate ideas from PDFs and websites, streamlining creativity for TikTok, YouTube, and more.

Expensive models storyboard. Cheap models animate. Git coordinates. The killer way to build ideas at scale.