Harness for AI coding agents working in any Ruby project. Ships a language-agnostic tool contract (RunCommand, ReadLog, QueryDatabase, ReadModel, SchemaGraph, RunTests) with structured returns, read-only DB enforcement, environment permissions, and audit logging. The Rails edition (ask-rails-harn...

Exposes the ask-ruby-harness tools (QueryDatabase, ReadModel, ReadLog, RunCommand, SchemaGraph, RunTests) as MCP tools for any Ruby project. Coding agents like Claude Code, Cursor, or any MCP-compatible client can connect to query the database, inspect models, read logs, run commands, and run tes...

Provides the foundational value objects and adapter contracts for tool-call execution in ask-rb: ToolCall, ToolResult, ExecutionContext, and the ToolExecutor adapter interface.

Isolated code execution via Local (subprocess + rlimits), Docker (containers), Daytona (remote sandboxes), and Cloudflare (Workers sandbox). Zero external runtime dependencies.

A compact Ruby DSL for building standards-oriented JSON Schema documents. Zero dependencies.

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

The contract between the ask session host and every client (terminal TUI, web console, bots, IDE) — plus the shared Client and Host. Defines the canonical session event vocabulary, the resolvable interaction types (approvals, plan proposals, user input), the client-to-host method surface, protoco...

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)...

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.

Ruby client library for the Assembly Platform

Allows for compact checks (Python style)

Generate assert code from a result inside a unit or integration test. This is useful if you have code that you've spiked or eyeballed as 'working' and you'd like to produce some assertions, without editing the output of pretty-inspect manually or making it all up.

Extra assertions for minitest

Assert with Mocha

Also contains some conveniences such as a flag to clear w3c cache at runtime, and some other cleanups