AIA is a revolutionary CLI console application that brings multi-model AI capabilities to your command line, supporting 20+ providers including OpenAI, Anthropic, and Google. Run multiple AI models simultaneously for comparison, get consensus responses from collaborative AI teams, or compare indi...

FactDb implements the Event Clock concept - capturing organizational reasoning through temporal facts with validity periods (valid_at/invalid_at), entity resolution, and audit trails back to source content. Built on PostgreSQL with pgvector support for semantic search.

HTM (Hierarchical Temporal Memory) provides intelligent memory/context management for LLM-based applications. It implements a two-tier memory system with durable long-term storage (PostgreSQL) and token-limited working memory, enabling applications to recall context from past conversations using ...

RobotLab is a Ruby framework for building and orchestrating multi-robot LLM workflows. Built on ruby_llm, it provides robots with template-based prompts, tools, and shared memory; networks for coordinating multiple robots with intelligent routing; MCP (Model Context Protocol) integration for exte...

Standalone background daemon that watches a repo's git activity, Claude Code session transcripts, and terminal commands, then infers the current goal/direction via a one-shot RubyLLM call to a local model. Writes an intent artifact any tool can read — robot_lab-to uses it to seed takeover runs, b...

robot_lab-to ("takeover") runs a robot_lab Robot in an autonomous loop, committing one focused change per iteration toward a stated objective. Each iteration the robot reads shared notes (notes.md), does work, then calls submit_iteration_result to report success or failure. The orchestrator commi...

runsheets turns a directory of markdown files into an executable runbook served from a local web page. Fenced code blocks the author marks as runnable get a Run button; every execution, its output, exit status and timing, and every operator acknowledgement is captured in order into a run record (...

An SQA-specific Fiddle binding directly against the installed TA-Lib C library, providing many technical analysis indicators for stock analysis. Part of the SQA (Simple Qualitative Analysis) ecosystem.

under development