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Development

Use when the user provides an error, exception, stack trace, failing test, or “it doesn’t work”. Diagnose the root cause and propose minimal fixes with verification steps. Helps quickly identify the most likely cause and apply the smallest safe patch.

Security

Systematic audit of application cryptography to detect weak algorithms, insecure modes, hardcoded keys, and TLS misconfigurations. Includes building an automated scanner for Python and config files.

Development

Scans manuscripts and code for W₁ vs W₂ inconsistencies, ensuring compliance with the project's notation standard for Wasserstein metrics.

Development

Generates a custom Settlers of Catan board layout. Customize resource distribution for your game.

Development

Diagram generation, editing, export, and visual system management. Specializes in Draw.io diagrams: architecture, flowchart, ER, sequence, class, state, mind-map.

Development

Restores project context across AI workflows using semantic vector search and relevance ranking.

DevOps

Provisions and manages Redpanda Cloud BYOC clusters via the Control Plane API and rpk cloud byoc plugin. Use for creating, configuring, and tearing down clusters in your own AWS, GCP, or Azure account.

Documentation

Knowledge Extraction — captures and routes knowledge at work boundaries. Use when you discover a pattern, make a decision, find a distinction, or complete a sub-task.

Development

Perform common PDF operations such as text extraction, merging, splitting, rotating, and table extraction using Python.

Development

Push branch and create a PR with a concise, issue-linked description.

Productivity

Deprecated skill for extracting reusable patterns from Claude Code sessions at session end. Use continuous-learning-v2 instead.

Security

Verifies that the --service-account-private-key-file argument is set for the OpenShift controller manager as per the CIS benchmark.