Similarity Search Patterns
Helps with search, patterns as part of agent workflows workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add similarity-search-patterns npx -- -y @trustedskills/similarity-search-patterns
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"similarity-search-patterns": {
"command": "npx",
"args": [
"-y",
"@trustedskills/similarity-search-patterns"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The similarity-search-patterns skill enables AI agents to identify and retrieve information that is conceptually similar to a given input. It uses advanced algorithms to compare text, detect patterns, and find relevant matches in large datasets or documents.
When to use it
- To find related documents or articles based on a query or topic.
- For content recommendation systems where similarity between items matters.
- When analyzing customer feedback or reviews to identify common themes.
- In research scenarios to locate similar studies, papers, or data points.
Key capabilities
- Text comparison and similarity detection
- Pattern recognition in unstructured text
- Retrieval of conceptually related information
Example prompts
- "Find documents similar to this one about climate change."
- "What other customer reviews mention the same issue?"
- "Identify studies that discuss similar methodologies."
Tips & gotchas
- Ensure input data is clean and well-formatted for accurate results.
- Similarity scores may vary depending on the algorithm used, so consider testing multiple approaches.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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