Response Analyzer
Analyzes responses for sentiment, keywords, and patterns to understand context & improve communication effectiveness.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add response-analyzer npx -- -y @trustedskills/response-analyzer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"response-analyzer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/response-analyzer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The response-analyzer skill analyzes text responses from other AI agents. It identifies potential issues like factual inaccuracies, logical fallacies, or biased language within a given text. This helps to improve the quality and reliability of AI agent outputs by providing critical feedback on their reasoning and content.
When to use it
- Evaluating draft responses: Before publishing an AI-generated article, use this skill to check for errors and biases.
- Debugging complex reasoning chains: If an AI agent is producing inconsistent or incorrect results, analyze its intermediate steps to pinpoint the source of the problem.
- Improving chatbot conversations: Assess a chatbot's responses for clarity, accuracy, and appropriateness in different conversational contexts.
- Auditing AI-generated code: Evaluate the logic and potential security vulnerabilities within code generated by an AI agent.
Key capabilities
- Factual inaccuracy detection
- Logical fallacy identification
- Bias detection
- Reasoning analysis
Example prompts
- "Analyze this response for factual errors: [paste text here]"
- "Identify any logical fallacies in the following paragraph: [paste text here]"
- “Assess this chatbot reply for bias and suggest improvements: [paste text here]”
Tips & gotchas
The effectiveness of the skill depends on the clarity and complexity of the input response. For best results, provide well-formed and complete responses from the AI agent being analyzed.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.