request-analyzer

Originally fromsmallnest/langgraphgo
Installation
SKILL.md

Request Analyzer

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.

Purpose

Act as an intelligent coordinator that:

  1. Analyzes every user request systematically
  2. Assesses prompt quality (clarity, specificity, completeness)
  3. Identifies the task type and appropriate workflow
  4. Recommends activating specific skills when beneficial
  5. Ensures users get the best possible assistance

When to Use This Skill

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

Specifically activate when:

  • A new conversation begins
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Installs
41
GitHub Stars
385
First Seen
Mar 1, 2026