Response Time Analyzer
Analyzes API responses to pinpoint latency issues and optimize performance for faster application speeds.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add response-time-analyzer npx -- -y @trustedskills/response-time-analyzer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"response-time-analyzer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/response-time-analyzer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The Response Time Analyzer skill assesses the speed of responses from various AI agents. It provides metrics like average response time, latency distribution, and identifies potential bottlenecks in agent performance. This allows for optimization of prompts and agent configurations to improve overall efficiency.
When to use it
- Debugging slow agent interactions: Investigate why an agent is taking longer than expected to respond to requests.
- Comparing different AI agents: Evaluate the relative speed and responsiveness of multiple AI models or agent implementations.
- Optimizing prompt design: Determine if changes to prompts are impacting response times positively or negatively.
- Identifying system bottlenecks: Pinpoint areas in your workflow where delays are occurring, such as API calls or data processing steps.
Key capabilities
- Measures average response time.
- Provides latency distribution analysis.
- Identifies potential performance bottlenecks.
Example prompts
- "Analyze the response time of Agent X when answering questions about historical events."
- "Compare the response times of Agent A and Agent B for a series of coding tasks."
- "Evaluate how changes to prompt length affect the average response time of this agent."
Tips & gotchas
The accuracy of the analysis depends on consistent prompting and controlled testing conditions. Ensure you are using similar prompts and input data when comparing different agents or configurations.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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