idea-generation - 技术专题

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.

ResearchStudio: Our AI co-author, from research problem to final publication.

AI agents that act as your personal venture analyst - from startup idea brainstorming to full validation and go-to-market strategy. Built for developers who'd rather validate in 10 minutes than regret in six months. Powered by Claude Code, OpenAI Codex, and Cursor.

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

A Large-Scale Knowledge Graph for Automated Scientific Research

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.

Papers in, ideas out. Generate research, product, or feature ideas from 250M+ academic papers.

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

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

Proposal-first research, grounded in evidence. ScholarClaw searches the real literature, stress-tests novelty, orchestrates review and revision, and helps turn rough ideas into stronger, more defensible papers.

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

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.

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

the idea kiln — six-stage AI-capability-wedge-driven micro-SaaS hypothesis generator. Bring your own coding CLI (codex/claude/gemini).

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.

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

A Claude Code skill that evolves your ideas through Darwinian selection — scoring, crossbreeding, mutation, and structured deepening.

An Introduction to the core principles of Onri Jay Benally.

Community pain-point mining CLI and AI-agent skill for micro-SaaS and indie product ideas.