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Firecrawl Dashboard Reporting

FirecrawlOfficialCreated by firecrawl

  • Skill
  • Content generator
  • Automation and integrations
  • ISC
  • No issues found
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From the author

Read metrics off web dashboards with Firecrawl browser: public stats, status and transparency pages as well as analytics tools the user is signed in to. Use when the user wants numbers, KPIs or charts from a dashboard turned into a report, summary or date-range table, even without an explicit request to scrape.
— the description by firecrawl

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

Firecrawl Dashboard Reporting is a workflow designed to extract key performance indicators, metrics, and data tables from web dashboards. It leverages the Firecrawl browser to navigate, interact with UI elements, and capture data from both public status pages and authenticated analytics platforms. The skill structures this information into a comprehensive report, ensuring that users can easily track trends and performance without manual data entry.

What it does

  • Navigates to specified dashboard URLs to retrieve live data.
  • Interacts with UI elements like tabs and scrollable tables to uncover hidden metrics.
  • Extracts KPI cards, labels, and numerical data points.
  • Organizes findings into a structured markdown report or JSON format.
  • Handles authenticated sessions for private analytics tools.
  • Provides summaries, trend highlights, and notes on data limitations.

When to use it

  • When you need to generate a recurring report from a web-based analytics dashboard.
  • When you want to consolidate metrics from multiple platforms into a single document.
  • When you need to extract data from a dashboard that requires UI interaction to view.
  • When you need to convert dashboard charts and tables into a structured data format.

Advantages

  • Automates repetitive manual data collection tasks.
  • Ensures consistent reporting formats across different data sources.
  • Supports complex interactions like clicking tabs or expanding sections.
  • Provides clear documentation of data sources and potential caveats.

Usage examples

“Generate a weekly performance report from my Google Analytics and Stripe dashboards for the last 7 days.”
The agent navigates to both dashboards, extracts the requested KPIs, and compiles a markdown report summarizing the performance metrics for the specified week.
“Create a summary table of our current server status from the public status page.”
The agent scrapes the status page, identifies the relevant uptime and latency metrics, and presents them in a clean table format.

Install

  1. Download the skill as a ZIP:

    https://autogineer.com/agent-skills/firecrawl/firecrawl-dashboard-reporting/download

  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip firecrawl-dashboard-reporting.zip -d .agents/skills

Documentation by firecrawl

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.

Files

ATTRIBUTION.md

Attribution

This folder is an unmodified copy of the Agent Skill "firecrawl-dashboard-reporting", distributed by AutoGineer (https://autogineer.com/agent-skills).

The skill's own files are unmodified copies. AutoGineer is not affiliated with or endorsed by the author or the publisher.

Files added by AutoGineer

  • ATTRIBUTION.md: this file, written by AutoGineer

  • LICENSE: copied from LICENSE

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Security

No issues found by our static scan· No issues found

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Created by
firecrawl
Publisher
Firecrawl (Official)
Source
firecrawl/skills · skills/workflows/firecrawl-dashboard-reporting · commit 458d9d0
Licence
ISC License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced

AutoGineer is not affiliated with or endorsed by firecrawl or Firecrawl.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download firecrawl-dashboard-reporting.zip