The AG-UI (Agent-User Interaction) protocol server for the ask-rb ecosystem — SSE event streaming and the runtime surface that assistant-ui and CopilotKit frontends expect.

Creates and manages the agents an Anychat workspace owns. Anychat gives a business an agent of its own — a page customers can visit, a chat they can talk to, and the words it answers with. This is the client layer only: the tool framing that exposes it to an agent (MCP servers, native Ask::Tools)...

A minimal MCP (Model Context Protocol) server that exposes the agents an Anychat workspace owns as callable tools over stdio — list them, read one, bring a new one into being, change one, or retire one. Designed for clients that speak MCP (ZCode, Claude Code, and the like). The tool shell (name, ...

Exposes Ask::Agent::Session behind the standard app-server JSON-RPC/stdio protocol. Drop-in compatible with clients that speak the ZCode/Codex app-server protocol — Telegram bots, AI SDK providers, IDE extensions, and headless automation.

Askari is a framework for authoring and deploying HBase coprocessors in jruby.

Env, file, Rails credentials, database, and OAuth providers. Zero external dependencies.

Channel adapter interface and implementations (Telegram, Discord, Slack) for connecting AI coding agents to messaging platforms.

A terminal-friendly interface for interacting with LLM models

DEPRECATED — maintenance mode only, superseded by the canonical ask-app-server + ask-session-protocol architecture and an internal successor. A self-hosted web coding agent for the ask-rb ecosystem. Runs Ask::Agent::Session against any workspace with a mobile-first PWA, streaming events over SSE,...

Coding agent adapter interface and implementations (ACP, Codex, Claude, AskAgent) for the askoda ecosystem.

Drive desktop apps in the background via Cua Driver — screenshots, clicks, typing, sandboxed VMs, and encrypted Computer History. Wraps Cua's MCP tools as Ask::Tool subclasses and ships a bundled computer.use_computer skill.

Exposes the ask-computer tools (HistoryStatus, HistoryQuery, Screenshot, Click, Type, Key, InstallerStatus, InstallerSetup) as MCP tools. Coding agents like ZCode, Claude Code, or Cursor connect via the ask-computer-mcp stdio executable. The underlying Cua Driver remains the background daemon (cu...

Provides Ask::Provider (abstract interface), Ask::Conversation, Ask::Stream, Ask::ModelCatalog, Ask::ToolDef, Ask::Result, and structured error types. Zero runtime dependencies.

Typed questions (Choice, Score, Noul) with calibrated probabilities and confidence. Ships with a TypeSafe/Jev provider. Swap providers via the DecisionProvider registry.

users get prompted for an input and the gem outputs the user inputs. This is just a test though. you can pick it up and modify it to what ever you want. Have fun with it :)

エラーをアスカがしゃべる

Test LLM outputs with Minitest-native assertions. LLM-as-judge for faithfulness, hallucination, bias, toxicity. Deterministic assertions (contains, regex, JSON). CI-native: GitHub annotations, JUnit output, cost tracking.

Ruby client library for the AskGeo web service (http://www.askgeo.com). AskGeo provides a simple, fast, and accurate web api for finding out the time zone information for a given location (latitude and longitude)."

Provides authenticated Octokit client, context metadata, and error guide for AI agents.

Define workflows as graphs of named steps with conditional routing, parallel execution, human-in-the-loop approval, per-item checkpointing loops, and sub-graph composition. Each step is a plain Ruby class.