Memory Quality Auditor
This tool analyzes AI memories for inconsistencies and inaccuracies, ensuring higher-quality responses and reliable information retrieval.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add memory-quality-auditor npx -- -y @trustedskills/memory-quality-auditor
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"memory-quality-auditor": {
"command": "npx",
"args": [
"-y",
"@trustedskills/memory-quality-auditor"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The Memory Quality Auditor skill analyzes an AI agent's memory for potential issues. It identifies and flags instances of outdated, irrelevant, or contradictory information stored in the agent’s memory. This helps ensure the agent operates with accurate and reliable data, leading to improved performance and more consistent responses.
When to use it
- Debugging Agent Behavior: If an agent is exhibiting unexpected or inconsistent behavior, this skill can help identify if outdated memory is contributing to the problem.
- Evaluating Memory Management Strategies: Assess the effectiveness of your agent’s memory management techniques by identifying areas where memory quality degrades over time.
- Improving Long-Term Task Performance: For agents designed for long-running tasks or complex projects, regularly auditing memory ensures continued accuracy and relevance.
- Post-Update Validation: After updating an agent's knowledge base, use this skill to verify the integrity of its memory and prevent conflicts with existing information.
Key capabilities
- Memory analysis
- Outdated data detection
- Irrelevant data identification
- Contradiction flagging
Example prompts
- "Analyze my agent’s memory for outdated information related to project Alpha."
- "Run a quality audit on the agent's long-term memory and report any contradictions."
- “Identify irrelevant entries in the agent’s knowledge base regarding customer support protocols.”
Tips & gotchas
The skill requires access to the agent’s memory store. Ensure appropriate permissions are granted before running an audit.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.