What does routing correlation measure?

It measures the frequency with which Claude's internal router correctly predicts which skill will be used based on a user's prompt.

How does this help optimize my custom skills?

By identifying common mismatches, you can adjust the 'triggers' section in your SKILL.md files to better differentiate your tools and improve discovery.

How can I see specific skill mismatches?

By using the --verbose or -v flag, the skill will display a breakdown of which skills the router suggested versus which were actually executed.

What does 'No routing' signify in the statistics?

This indicates instances where a skill was called directly by name or through a manual command without the router offering a prediction.

Can I analyze data beyond the default 7-day window?

Yes, you can use the --days N option to specify any number of days for your analysis, such as --days 30 for a monthly report.

Routing Statistics Analyzer

Name: Routing Statistics Analyzer
Author: theflysurfer

bytheflysurfer

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分析与监控

Measures the accuracy of Claude's skill router by analyzing the correlation between predicted and actual skill usage.

The Routing Statistics Analyzer is an infrastructure-focused utility designed to provide deep insights into the efficiency of your Claude skill ecosystem. By executing a specialized analysis script, it calculates how frequently the router correctly identifies the appropriate skill for a given user intent versus instances of mismatches or direct invocations. This tool is essential for developers looking to optimize their skill triggers and ensure that their custom marketplace provides the most seamless and accurate user experience possible.

主要功能

011 GitHub stars

02Calculates correlation percentages between predicted and actual skill usage

03Supports custom timeframe analysis for the last 7 to 30 days

04Generates detailed reports on the top 10 most used skills and their accuracy

05Provides a verbose diagnostic mode for granular performance data

06Identifies frequent routing mismatches to help refine skill triggers

使用场景

01Optimizing SKILL.md trigger keywords based on actual usage patterns

02Auditing skill router performance to improve intent recognition accuracy

03Monitoring the health and efficiency of a custom Claude skill marketplace

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add theflysurfer/claude-skills-marketplace julien-cmd-routing-stats

For use in Claude.ai and ChatGPT

Download Skill