ai-conversation-audit
CommunityAudit AI conversations for quality
Product & Management#prompt engineering#data quality#conversation analysis#tool usage#ai audit#ai quality assurance
AuthorBSteffaniak
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a structured process to systematically audit AI conversations, identifying and rectifying issues in tool usage, prompt engineering, and data coverage to enhance AI assistant performance.
Core Features & Use Cases
- Conversation Analysis: Review AI-tool interactions, parameter correctness, and result interpretation.
- Issue Identification: Pinpoint problems in tool selection, parameter accuracy, result comprehension, answer quality, and data gaps.
- Improvement Suggestions: Generate actionable recommendations for system prompt enhancements, tool definition updates, and tool implementation fixes.
- Use Case: A product manager uses this skill to review a week's worth of user-AI interactions, identifies that the AI frequently misinterprets date ranges, and then suggests a specific update to the system prompt to improve accuracy.
Quick Start
Begin an audit session by listing recent conversations using cargo conversations list.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ai-conversation-audit Download link: https://github.com/BSteffaniak/crime-map/archive/main.zip#ai-conversation-audit Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.