Solid Agent stores agent runs in its own database and dispatches staged workflow tasks to the RubyLLM runtime with a built-in Rails UI.

Simplistic playpen (e.g. not for serious use) for doing technical analysis of stock prices. Under Construction.

SQA::BI predicts a probability distribution over a small ordered set of outcomes (for example strong downtrend through strong uptrend) from a numeric feature vector. Priors with Laplace smoothing, Gaussian kernel density likelihoods, and a posterior that reports entropy, confidence and KL divergence from the prior. An LLM can optionally supply the prior, or act as a likelihood function over textual evidence — the LLM only ever judges, Ruby does all the probability arithmetic.

Comprehensive CLI tool for managing Strata Semantic Analytics projects. Create and initialize projects, manage datasource connections, build semantic table models with AI assistance, run audits and validations, and deploy projects to Strata servers. Supports multiple data warehouse adapters including PostgreSQL, MySQL, SQL Server, Snowflake, BigQuery, Athena, Trino, ClickHouse, and more.

Hierarchical persistent memory with semantic search for SwarmSDK AI agents

SwarmSDK is a complete reimagining of Claude Swarm that runs all AI agents in a single process using RubyLLM for LLM interactions. Define collaborative AI agents in simple Markdown files with YAML frontmatter, and orchestrate them without the overhead of multiple processes or MCP inter-process communication. Perfect for building lightweight, efficient AI agent teams with specialized roles and capabilities.

Sylvia is a command-line tool that helps you create and manage Ruby projects with ease.

Find untested Ruby code and generate tests with AI

Traductor uses RubyLLM to translate YAML and JSON locale files across languages. Supports incremental translation, glossaries, interpolation variable protection, and works with any framework (Rails, React, Next.js).

Executable software-engineering workflows for coding agents. x_aeon_agents turns coding agents into participants in explicit, repeatable software-engineering processes rather than leaving the agent to invent the process itself.

AI agents skills to be used for X-Aeon projects

xeno is a framework for durable AI agents built on Rails, runnable standalone (xeno new my-agent) or inside the Rails app you already have. Sessions survive restarts and deploys mid-turn, wait days for a human approval without holding a process, and resume exactly where they stopped.