Home/Skills/Skill Kits/Analyze local files and explain the result Curated workflowsAnalyze local files and explain the result
Choose an embedded DataFrame or SQL workflow, then turn checked calculations into an editable report.
How these skills work together
Choose DataStore for an existing pandas-shaped calculation or chDB SQL for a query-first analysis; they are alternatives at the analysis stage, not mandatory consecutive steps. Work on local fixtures before enabling remote connectors. Use the spreadsheet skill to inspect the resulting calculations, then build a presentation only after the numbers and their meaning have been checked.
Validation and boundaries
Compare aggregates and join cardinality with an independent reference, inspect spreadsheet formulas and rendered slides, and disclose assumptions or missing data. Local processing depends on the actual libraries and environment; remote connectors introduce separate access and transfer decisions.
Data & databases86/100
ClickHouse/agent-skills
A Python DataFrame workflow for exploring files and joining tabular sources through the embedded ClickHouse engine.
First-party sourceApache-2.0Editorial review
Data & databases86/100
ClickHouse/agent-skills
Embedded analytical SQL for Python tasks that need ClickHouse functions without operating a separate database server.
First-party sourceApache-2.0Editorial review
Data & databases86/100
anthropics/skills
A spreadsheet-file workflow for formulas, formatting, data cleanup and checking recalculated workbook results.
First-party sourceLicense declaredEditorial review
Writing & documents86/100
anthropics/skills
A PowerPoint-file workflow for new decks, template-based edits, package validation and slide-by-slide visual review.
First-party sourceLicense declaredEditorial review
