Memory Optimization
Reduces AI memory usage during complex tasks by intelligently pruning less relevant data for vanman2024 agents.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add vanman2024-memory-optimization npx -- -y @trustedskills/vanman2024-memory-optimization
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"vanman2024-memory-optimization": {
"command": "npx",
"args": [
"-y",
"@trustedskills/vanman2024-memory-optimization"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill optimizes the memory usage of AI agents, reducing resource consumption and improving performance. It identifies and removes unnecessary data stored in short-term memory, allowing for more efficient processing of subsequent tasks. The skill aims to prevent memory overflow errors and ensure smoother operation during extended interactions.
When to use it
- Long conversations: When an agent is engaged in lengthy dialogues where memory accumulation could become problematic.
- Resource-constrained environments: When running agents on devices with limited RAM or processing power.
- Complex tasks: For agents handling intricate workflows that require significant memory allocation.
- Error prevention: To proactively avoid "memory full" errors and maintain agent stability.
Key capabilities
- Memory pruning
- Unnecessary data removal
- Resource optimization
- Overflow error prevention
Example prompts
- “Optimize my agent’s memory usage.”
- “Clean up the short-term memory of this conversation.”
- "Reduce the amount of data stored in memory."
Tips & gotchas
This skill works best when integrated into an agent's core loop. It may require some experimentation to determine optimal pruning frequency based on specific task complexity and available resources.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.