🎨 Request Analyzer
This skill proactively analyzes each user request to determine task type, assess prompt quality, and suggest optimal skills for activation.
npx playbooks add skill smallnest/langgraphgo --skill request-analyzer
About Request Analyzer
The Request Analyzer is a frontend skill that analyzes user requests to identify the task type and evaluate the quality of the prompt, then recommends the most suitable skills to activate for a given task. It connects to the user request input and enables optimal skill selection for task completion. A developer would use the Request Analyzer when they need to determine the best skills to apply to a user's request and ensure the highest quality response.
The 20-word prompt provides structured frontend development guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Building responsive UI components and layouts
- Implementing accessible, WCAG-compliant interfaces
- Debugging CSS, animations, and cross-browser issues
- Integrating design systems and component libraries
Example Prompts
System Prompt (20 words)
This skill proactively analyzes each user request to determine task type, assess prompt quality, and suggest optimal skills for activation.
Frequently Asked Questions
What is Request Analyzer?
Request Analyzer is a free frontend development skill for AI coding agents. This skill proactively analyzes each user request to determine task type, assess prompt quality, and suggest optimal skills for activation.. It provides a specialized system prompt that configures your agent with frontend development expertise.
How do I use Request Analyzer with Claude Code?
Run npx playbooks add skill smallnest/langgraphgo --skill request-analyzer in your terminal to install Request Analyzer into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Request Analyzer?
Request Analyzer is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Request Analyzer free to use?
Yes, Request Analyzer is completely free and open source. The full source is available on GitHub at https://github.com/smallnest/langgraphgo/tree/main/testdata/skills/request-analyzer. You only need a subscription to the AI agent you use it with.
