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

Error context for agents via SolidErrors for the ask-rb ecosystem.

Provides Ask::State adapter implementations for SQLite, Redis, PostgreSQL, and MySQL. Each backend implements the Ask::State::Adapter contract (get/set/delete, distributed locking, message queues, and ordered lists) so agents, sessions, and workflows pick the right persistence layer with one line of code.

The first thin client of the ask ecosystem: an interactive terminal coding agent that speaks the canonical ask-session-protocol and nothing else. Spawns the host (ask-app-server) over stdio or attaches to a running host over its unix socket — the same protocol any other client (web console, bots) speaks, so multiple clients can share the same live sessions.

AsktiveRecord bridges human language and database queries. It lets you interact with your Rails database as if you were having a conversation with a knowledgeable assistant. Instead of writing SQL or chaining ActiveRecord methods, you simply ask questions in plain English (or any language) and get clear, human-friendly answers powered by LLMs.

A Rails-free foundation for token-based usage tracking. Count real tokens with tiktoken, price them at any rate, declare activity costs, and run a wallet/ledger engine against a pluggable store. Pair with ask-tokens-rails for ActiveRecord persistence.

Adds an ActiveRecord-backed wallet store, has_token_wallet concern, token wallet/transaction models, an install generator with migrations, and an expiry sweep job to any Rails app using ask-tokens.

A Rails-free foundation for token-based usage tracking. Count real tokens with tiktoken, price them per million, declare activity costs, and run a wallet/ledger engine against a pluggable store. Pair with ask-token-usage-rails for ActiveRecord persistence.

Adds an ActiveRecord-backed wallet store, has_token_wallet concern, token wallet/transaction models, an install generator with migrations, and an expiry sweep job to any Rails app using ask-token-usage.

Defines Ask::Tool (base class), tool discovery, and the Ask::Result returned by tools.

Bash, Read, Write, Edit, Glob, Grep, and Code tools for the ask-rb ecosystem.

Fetches a URL and converts its content to clean markdown for LLM consumption. A pluggable backend chain: pure Ruby httpx + Nokogiri + reverse_markdown by default, a Jina Reader fallback for JS-rendered or blocked pages, and a real-Chrome fallback (Ferrum) that renders JavaScript and lets auto-solving Cloudflare challenges complete. The capability layer only — tool framing (MCP servers, agent tools) is provided by the consumers.

A minimal MCP (Model Context Protocol) server that exposes ask_web_fetch as a callable tool over stdio. Designed for use with clients that support MCP (ZCode, Claude Code, etc.), it fetches a URL and returns clean markdown through the ask-web-fetch backend chain — fast pure-Ruby httpx fetch first, a real Chrome (launched or CDP-attached) for JS-rendered and challenge-gated pages, with Jina Reader and self-hosted Crawl4AI in between. Terminal failures (parked domains, empty pages, dead 4xx) surface as their deterministic error class, so clients never retry the unretryable. The tool shell (name, schema, call) lives here, wrapping the Ask::WebFetch library.

Web search returning results as clean numbered markdown. Two selectable backends: a local SearXNG instance (SEARXNG_URL, the default path for everyone) and TinyFish's hosted API (opt-in: SEARCH_BACKEND=tinyfish plus a TINYFISH_API_KEY or ask-auth credentials key). The capability layer (WebSearch.search); the native Ask::Tools::WebSearch agent tool is an optional integration that registers when ask-tools is present.

A minimal MCP (Model Context Protocol) server that exposes ask_web_search as a callable tool over stdio. Designed for use with clients that support MCP (ZCode, Claude Code, etc.), it queries a local SearXNG instance and returns formatted search results suitable for LLM consumption. The tool shell (name, schema, call) lives here, wrapping the Ask::WebSearch library.

Warbler is a gem to make a .war file out of a Rails, Merb, or Rack-based application. The intent is to provide a minimal, flexible, ruby-like way to bundle up all of your application files for deployment to a Java application server.

This is a simple gem to detect any Arabian name gender

Parser of Asn1 objects.

Omit the ruby name space by defining in the class

Helper methods for Ruby Date class.