Walk a project directory and output a compact structural skeleton of the entire codebase
Pi extension for agentic conversation compaction using a virtual filesystem and tool-driven exploration
RAG (Retrieval-Augmented Generation) utilities for Wundr platform - embeddings, chunking, and vector operations
Production-ready AI agent orchestration platform with 66 specialized agents, 213 MCP tools, ReasoningBank learning memory, and autonomous multi-agent swarms. Built by @ruvnet with Claude Agent SDK, neural networks, memory persistence, GitHub integration,
mux - coder multiplexer
Cloud and zero-trust agentic workflow marketplace for skills, agents, rules, MCP references, and compliance-aware architecture.
Server & Client SDK for Agent2Agent protocol
Verification-oriented smart compaction extension for Pi Coding Agent — deterministic extraction, exploration, synthesis, verification, metrics, and safety checks.
Agentic AI utils which work with any LLM and TypeScript AI SDK.
Small agentic loop
Agentic adapter for the Vercel AI SDK.
Agentic SDK for People Data Labs.
Agentic SDK for the SearXNG meta search engine.
Dual-protocol payment infrastructure for autonomous AI commerce (AP2 + ACP)
Lightdash CLI tool
Agentic SDK for Tavily.
GitHub Copilot CLI brings the power of Copilot coding agent directly to your terminal.
Agentic SDK for the Exa search engine.
Core schemas and types shared across the Agentic platform.
OpenCode plugin for Morph SDK - fast apply, WarpGrep codebase search
Core utilities shared across the Agentic platform.
Yome Agent — the open-source Empower Kernel CLI
Validation utils for core strings and identifiers used across the Agentic platform.
Agentic SDK for the Serper Google Search API.
ConciseErrors replaces ActionDispatch::DebugExceptions with a compact error page that highlights the exception and a truncated backtrace, making Rails crashes easier for humans and AI helpers alike.
Ruby-native LLM agent framework with provider adapters (Anthropic, OpenAI, Google), tool calling, streaming, and session persistence.
Agentlog adds a second Rails logger that emits terse, token-efficient request summaries for coding agents while leaving development.log untouched.
Production-grade coding agent with tool execution, middleware pipeline, context compaction, session persistence, and multi-provider LLM support.
mini_readline: A compact, little gem for console command entry with line edit and history, inspired by the standard readline gem. Also included are four sample auto-complete agents and the irbm utility, which is irb + mini_readline and not an Intermediate Range Ballistic Missile.
Claw is an Agent framework built on ruby-mana. Adds interactive chat, persistent memory with compaction, knowledge base, and runtime state persistence.
ace-compressor provides exact, compact, and agent context compression with benchmark comparison, producing structured ContextPack/3 output for efficient LLM context loading.
Behavioral spec-based task management with compact IDs, subtask trees, AI-powered implementation plans, and automated health checks. Same CLI for developers and coding agents.
RubyPi is a minimal, composable AI agent harness for Ruby. Build production-ready LLM agents and AI agents with a unified provider interface across OpenAI, Anthropic Claude, and Google Gemini, plus first-class support for tool calling (function calling), streaming responses, automatic retries, provider fallback, context compaction, and a think-act-observe agent loop. Anti-framework design — small, idiomatic, and explicit. Ideal for building autonomous AI agents, ReAct agents, tool-using LLM agents, and chatbots in Ruby.
RSpec formatter optimized for AI agents and CI systems. Outputs compact NDJSON with file references instead of verbose text. Supports log splitting, error deduplication, and context-efficient reporting.
Pocketrb is a Ruby AI agent framework featuring async message bus architecture, multi-LLM support (Claude, OpenRouter, RubyLLM), multi-channel messaging (CLI, Telegram, WhatsApp), planning system, context compaction, and simple JSON-based memory with keyword matching.