Chart tables and exports

Makes visualized numbers inspectable and exportable without losing filters, permissions or spreadsheet safety.

data-export-tabular-alternatives

Team members using this skill

AgentGraph

See how it helps

When is it useful?

Use when users need the data behind a chart or a trustworthy download.

What does it help you do?

Provides a tabular companion matching chart aggregation and filters.
Labels whether an export contains raw, summarized, filtered or complete data.
Enforces server permissions and handles encoding and spreadsheet-formula risks.

Try asking this

Add an export matching the filtered revenue chart, with readable dates and unauthorized fields excluded. Export a filtered quarter containing accented customer names and a formula-like value. Totals must match the chart and spreadsheet opening must not execute that value.

Detailed documentation

Read the skill’s original instructions, examples and checks in their authored language.

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Data Export & Tabular Alternatives

Use this skill when building companion data tables, drill-through record views, or CSV/JSON/Excel data exports for charts and dashboards.

Verifiable Tabular Companion Views

Every Chart Must Be Verifiable Against Underlying Numbers:
- Pair visual charts with an accessible, sortable tabular view (inline, tabbed toggle, or expandable drawer) showing the exact series, timestamps/categories, numerators, denominators, and formatted values plotted in the chart.
- Ensure totals/subtotals in the table footer follow the exact same weighted aggregation logic as the KPI header and chart summary.

Transparent, Permission-Safe Data Exports

Explicitly State Export Scope: Raw vs. Aggregated & Filtered vs. Full:
- Label export actions unambiguously (Export aggregated chart data (CSV) vs. Export filtered underlying records (CSV)).
- Include or document export metadata: metric definitions, units/currency, reporting timezone, applied filter criteria, time window, and generation timestamp.
Enforce Server-Side Authorization & Tenant Boundaries on Exports:
- Never export data from unverified client caches or bypass field/row-level permissions.
- An export must respect the exact same workspace isolation, role permissions, and field-level redaction rules as the API and UI.
Format & Spreadsheet Safety:
- Preserve exact numeric values (unrounded or minor-unit accurate numbers in numeric columns rather than pre-abbreviated "$1.2M" strings that break spreadsheet sums), ISO-8601 dates, UTF-8 BOM when needed for Excel compatibility, and neutralize CSV formula injection prefixes (=, +, -, @).

Checklist

Can users inspect the exact plotted values in a synchronized, accessible HTML data table?
Does the export clearly distinguish between aggregated chart series and raw underlying records, and between filtered vs. unfiltered scope?
Are workspace isolation and row/field-level permissions strictly enforced on every export endpoint?
Are exported numbers exact (summable in spreadsheets) and protected against CSV formula injection?

Included files 1

SKILL.md