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Use when analyzing CSV, Excel, parquet, or table-like files and producing reproducible summaries.
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Based on SOC occupation classification
Use only when the user explicitly invokes this skill to map unresolved product, domain, repository, or delivery unknowns before choosing a path.
Use only when the user explicitly invokes this skill to create or resume a persistent file-based goal tracker across sessions.
Use only when the user explicitly invokes this skill to stress-test an existing plan or design through one load-bearing question at a time.
Use only when the user explicitly invokes this skill to evaluate a skill with representative cases, isolated runs, independent judging, and evidence-driven edits.
Use for a concrete defect or regression that needs reproduction, root-cause diagnosis, a fix, and regression validation. Do not trigger for routine localized edits or primarily performance-focused work.
Use when the requested feature genuinely spans at least two delivery layers such as frontend, backend, API, data, scripts, or tests. Do not expand a single-layer change into a full-stack workflow.
| name | data-tabular-analysis |
| description | Use when analyzing CSV, Excel, parquet, or table-like files and producing reproducible summaries. |
| metadata | {"version":"0.3","updated":"2026-06-11"} |
Use this workflow for table-like data analysis.
scripts/ when computation is needed.outputs/.raw/.Return: