·request-analyzer
*

request-analyzer

Proactively analyze user requests at the start of conversations to determine task type, assess prompt quality, and intelligently recommend which skills to activate. Should activate for ALL user requests to ensure optimal workflow. Evaluates clarity, specificity, and completeness to suggest prompt-optimizer when needed. Identifies UI design tasks for ui-analyzer and component requests for react-component-generator. Acts as intelligent skill coordinator.

21Installs·0Trend·@smallnest

Installation

$npx skills add https://github.com/smallnest/langgraphgo --skill request-analyzer

How to Install request-analyzer

Quickly install request-analyzer AI skill to your development environment via command line

  1. Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
  2. Run Installation Command: Copy and run this command: npx skills add https://github.com/smallnest/langgraphgo --skill request-analyzer
  3. Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Source: smallnest/langgraphgo.

SKILL.md

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This skill proactively analyzes user requests to determine the task type, assess prompt quality, and intelligently recommend which other skills should be activated to best serve the user's needs.

This skill should activate for EVERY user request at the start of conversations to ensure optimal workflow orchestration.

Reference references/skill-activation-guide.md for detailed classification criteria.

Proactively analyze user requests at the start of conversations to determine task type, assess prompt quality, and intelligently recommend which skills to activate. Should activate for ALL user requests to ensure optimal workflow. Evaluates clarity, specificity, and completeness to suggest prompt-optimizer when needed. Identifies UI design tasks for ui-analyzer and component requests for react-component-generator. Acts as intelligent skill coordinator. Source: smallnest/langgraphgo.

Facts (cite-ready)

Stable fields and commands for AI/search citations.

Install command
npx skills add https://github.com/smallnest/langgraphgo --skill request-analyzer
Category
*Creative Media
Verified
First Seen
2026-03-06
Updated
2026-03-10

Browse more skills from smallnest/langgraphgo

Quick answers

What is request-analyzer?

Proactively analyze user requests at the start of conversations to determine task type, assess prompt quality, and intelligently recommend which skills to activate. Should activate for ALL user requests to ensure optimal workflow. Evaluates clarity, specificity, and completeness to suggest prompt-optimizer when needed. Identifies UI design tasks for ui-analyzer and component requests for react-component-generator. Acts as intelligent skill coordinator. Source: smallnest/langgraphgo.

How do I install request-analyzer?

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/smallnest/langgraphgo --skill request-analyzer Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Where is the source repository?

https://github.com/smallnest/langgraphgo