| 1 | 156,980 | 23,967 | ask-llm-providers | Supports OpenAI, Anthropic, Google Gemini + Vertex, Amazon Bedrock, Ollama (local), Mis... |
| 2 | 177,332 | 40,512 | ask-agent | Agent loop, session management, tool execution, context compaction, hooks, and extensions. |
| 3 | 181,139 | 29,773 | ask-tools | Defines Ask::Tool (base class), Ask::Result, and tool discovery. |
| 4 | 181,572 | 103,058 | ask-core | Provides Ask::Provider (abstract interface), Ask::Conversation, Ask::Stream, Ask::Model... |
| 5 | 182,035 | 103,058 | ask-tools-shell | Bash, Read, Write, Edit, Glob, Grep, and Code tools for the ask-rb ecosystem. |
| 6 | 185,023 | 69,179 | ask-rails | Railtie, AR session persistence, session factory, service gem discovery, and generators. |
| 7 | 187,123 | 26,828 | ask-mcp | Connect to MCP servers via stdio, SSE, and Streamable HTTP transports. Run as an MCP se... |
| 8 | 187,481 | 54,325 | solid_events | SolidEvents captures controller, job, SQL, business and record-link events into a query... |
| 9 | 188,181 | 69,179 | ask-sandbox-providers | Isolated code execution via Local (subprocess + rlimits), Docker (containers), Daytona ... |
| 10 | 188,275 | 103,058 | ask-skills | Discovers, validates, and formats agent skills from project directories, user config, a... |
| 11 | 188,455 | 103,058 | ask-github | Provides authenticated Octokit client, context metadata, and error guide for AI agents. |
| 12 | 188,653 | 103,058 | ask-slack | Provides authenticated Slack client helper, context metadata, and error guide for AI ag... |
| 13 | 189,182 | 103,058 | ask-auth | Env, file, Rails credentials, database, and OAuth providers. Zero external dependencies. |
| 14 | 189,658 | 103,058 | ask-linear | Provides authenticated GraphQL client, context metadata, and error guide for AI agents ... |
| 15 | 189,675 | 54,325 | ask-instrumentation | Emits ActiveSupport::Notifications events for chat completions, embeddings, tool calls,... |
| 16 | 189,751 | 31,682 | ask-web-search | Provides Ask::Tools::WebSearch, a tool that searches the web via SearXNG (local instanc... |
| 17 | 189,782 | 103,058 | ask-solid_errors | Error context for agents via SolidErrors for the ask-rb ecosystem. |
| 18 | 189,802 | 103,058 | ask-notion | Provides authenticated Notion client, context metadata, and error guide for AI agents. |
| 19 | 189,806 | 103,058 | ask-honeybadger | Error context for agents via Honeybadger for the ask-rb ecosystem. |
| 20 | 189,859 | 103,058 | ask-sentry | Error context for agents via Sentry for the ask-rb ecosystem. |
| 21 | 189,963 | 103,058 | solid_agents | Solid Agent stores agent runs in its own database and dispatches staged workflow tasks ... |
| 22 | 190,462 | 69,179 | ask-schema | A compact Ruby DSL for building standards-oriented JSON Schema documents. Zero dependen... |
| 23 | 191,109 | 54,325 | ask-monitoring | Rails engine that provides real-time monitoring for LLM usage. Cost tracking, throughpu... |
| 24 | 191,325 | 69,179 | ask-eval | Test LLM outputs with Minitest-native assertions. LLM-as-judge for faithfulness, halluc... |
| 25 | 191,498 | 103,058 | ask-opentelemetry | Adds OpenTelemetry tracing to ask-rb LLM operations. Subscribes to ask-instrumentation ... |
| 26 | 193,498 | 103,058 | runbox | Official Ruby client for Runbox, a fast and secure API for running code in isolated con... |
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