Discovers, validates, and formats agent skills from project directories, user config, and installed gems. Ships built-in skills (codebase exploration, debugging methodology). Each skill is a markdown file with step-by-step instructions that the agent loads on demand.

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...

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)...

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 ge...

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-sol...

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...

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....

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...

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