What is Smart Intent Detection for Rails?

It is a specialized capability for Claude Code that analyzes your prompts to automatically suggest or trigger the most relevant Rails development workflows and utility agents.

How does it help with debugging?

It recognizes error patterns, stack traces, and keywords like 'fix' or 'bug' to automatically suggest the systematic debugging workflow and relevant log analysis tools.

Does it work with any Rails project?

Yes, while part of the ReAcTree plugin, it is designed to be generic and portable across any Rails project regardless of its specific architecture.

What are the utility agents it routes to?

It routes to specialized agents for file discovery (file-finder), code navigation (code-line-finder), Git history (git-diff-analyzer), and Rails log parsing (log-analyzer).

Can I disable the automatic triggers?

Yes, you can configure the detection mode to 'suggest' for non-intrusive tips, 'inject' for automatic activation, or set it to 'disabled' in your configuration file.

Smart Intent Detection for Rails

Name: Smart Intent Detection for Rails
Author: Kaakati

byKaakati

•

生産性とワークフロー

Analyzes developer prompts to automatically suggest optimized Rails workflows and route tasks to specialized utility agents.

概要

Smart Intent Detection enhances the ReAcTree Rails development experience by intelligently interpreting natural language prompts to streamline complex workflows. It acts as a traffic controller, automatically identifying whether a developer needs to find specific code via LSP, analyze logs for errors, or initiate full-scale feature development. By reducing manual command entry and ensuring the right specialized agent is triggered for the right task, it minimizes friction in enterprise-grade Rails environments and maintains project momentum through context-aware routing and keyword analysis.

主な機能

Configurable detection modes including Suggest, Inject, and Disabled options
Automated utility routing for file discovery, LSP code navigation, and log analysis
Specialized TDD mode detection based on test-first keywords and coverage requirements
Context-aware workflow identification for features, debugging, and refactoring
Intelligent noise filtering to ignore non-actionable prompts and simple questions
2 GitHub stars

ユースケース

Navigating directly to method definitions or file locations using natural language requests
Automatically triggering a debugging workflow when pasting stack traces or error logs
Converting user stories into multi-agent feature implementation workflows without manual setup

概要

主な機能

Configurable detection modes including Suggest, Inject, and Disabled options
Automated utility routing for file discovery, LSP code navigation, and log analysis
Specialized TDD mode detection based on test-first keywords and coverage requirements
Context-aware workflow identification for features, debugging, and refactoring
Intelligent noise filtering to ignore non-actionable prompts and simple questions
2 GitHub stars

ユースケース

Navigating directly to method definitions or file locations using natural language requests
Automatically triggering a debugging workflow when pasting stack traces or error logs
Converting user stories into multi-agent feature implementation workflows without manual setup