Analyze datasets by running clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups. Use when requesting "run clustering", "cluster analysis", or "group data points". Trigger with relevant phrases based on skill purpose.
npxskills add jeremylongshore/claude-code-plugins-plus-skills--skill running-clustering-algorithmsLoading…
Run clustering algorithms (K-means, DBSCAN, hierarchical) on datasets to discover natural groupings and structure in data.
This skill empowers Claude to perform clustering analysis on provided datasets. It allows for automated execution of various clustering algorithms, providing insights into data groupings and structures.
This skill activates when you need to:
User request: "Run clustering on this customer data to identify customer segments. The data is in customer_data.csv."
The skill will:
User request: "Perform DBSCAN clustering on this network traffic data to identify anomalies. The data is available at network_traffic.txt."
The skill will:
This skill can be integrated with data loading skills to retrieve datasets from various sources. It can also be combined with visualization skills to generate insightful visualizations of the clustering results.
The skill produces structured output relevant to the task.
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Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).