firecrawl-dashboard-reporting
This skill leverages the Firecrawl browser to automatically extract key metrics from analytics dashboards and internal web tools. It handles authenticated access, sets date ranges, scrapes KPI cards, tables, and labels, supporting cross-platform metric summaries and structured data reporting, significantly improving data acquisition efficiency and accuracy.
npx skills add https://github.com/firecrawl/firecrawl-workflows --skill firecrawl-dashboard-reportingBefore / After Comparison
1 组Manually accessing multiple dashboards is time-consuming and error-prone, making frequent updates difficult.
AI automatically scrapes and summarizes data, generating reports quickly, ensuring real-time data and accuracy.
Firecrawl Dashboard Reporting
Use this to extract visible metrics from dashboards the user can legitimately access.
Onboarding Interview
Infer dashboard URLs, metrics, date range, and output format from context. If dashboard targets are clear and accessible, proceed immediately.
Ask at most 1-3 concise questions only if blocked, such as the dashboard URLs, auth/profile requirement, or date range.
Firecrawl Collection Plan
Use Firecrawl browser for authenticated dashboards and UI interaction:
- open each dashboard
- set or verify date range
- extract visible KPI cards, tables, and labels
- click tabs, expand sections, and scroll tables
- use export/download buttons only when appropriate and allowed
If login has expired, ask the user to re-authenticate rather than attempting to bypass access controls.
Parallel Work
If appropriate, use sub-agents or equivalent parallel task runners. Split by dashboard platform or metric category. Each researcher should return metrics, units, period, source URL, and caveats.
Final Deliverable
# Dashboard Report
## Summary
[Highlights, alerts, trends]
## Metrics By Dashboard
[Platform, metric, value, unit, change, period]
## Tables Or Exports
[Captured tables/files and what they contain]
## Notes And Caveats
[Auth issues, chart-only data, unavailable metrics]
## Rerun Inputs
workflow: firecrawl-dashboard-reporting
dashboards: [urls]
date_range: [range]
metrics: [list]
output: [json/markdown]
JSON Shape
Use reportedAt, dateRange, dashboards[], metrics[], tables[], exports[], and summary.
Quality Bar
- Extract actual numbers, not just chart labels.
- Note when a chart cannot be read precisely.
- Preserve date ranges and source URLs.
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