Turns unfamiliar data or log files into concise, actionable summaries. The skill profiles file type and shape, estimates row/record counts, infers column/key types, reports missingness and obvious anomalies, and suggests safe next steps for cleaning or further analysis. It prefers statistics over raw values and redacts likely PII unless the user explicitly requests raw samples.
Use when a user provides a local file path or paste and asks to analyze, validate, clean, or summarize the data. Trigger on commands like ‘profile file’, ‘summarize CSV’, ‘inspect JSONL’, or when preparing datasets for modeling or debugging logs.
scripts/ (e.g. data_triage.py) for structured profiles and JSON output.Works with agents that can run local scripts and handle file paths (any code-capable assistant). The skill emphasizes local processing and safety, avoiding uploads of sensitive data.
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