Design experiments and quasi-experiments before analysis. Use when choosing study design, treatment/control structure, outcomes, assumptions, validation plans after scientific experiment failure, or (SKILL.md metadata excerpt)
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Write, append, or read desk journal entries. The journal is persistent memory — what survives session boundaries. A (Publisher-index excerpt; file read separately)
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Remove AI-generated code slop from a branch: unnecessary comments, redundant defensive checks, boilerplate, style drift, and type casts. Use for cleanup of (SKILL.md metadata excerpt)
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Estimate whether a document's prose was written by AI, with the linguistic tells and honest abstention on non-prose. Use when the user (SKILL.md metadata excerpt)
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Detects prompt injection attacks targeting LLM-based applications using a multi-layered defense combining regex pattern matching for known attack signatures, heuristic scoring for (SKILL.md metadata excerpt)
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This skill covers deploying anomaly detection systems for industrial control environments using machine learning models trained on OT network baselines, physics-based process (SKILL.md metadata excerpt)
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Deploys anomaly detection for OT/ICS environments using machine learning on OT network baselines, physics-based process models, and Modbus/DNP3/OPC UA traffic analysis to (SKILL.md metadata excerpt)
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