firecrawl-dashboard-reporting

Reads the numbers off the analytics dashboards you already log into, and writes them up as one report covering the period you choose.

WHEN TO USE

SCOPE

USE FOR

Pull this month's KPI numbers out of an analytics dashboard into one report.
Combine metrics from several platforms into one cross-platform summary.
Generate a date-range report from an internal tool you're already logged into.

This is a saved copy of the skill's SKILL.md instructions. It may differ from the upstream file or the version you install.

In this document (7)

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.

Account or credentials required

2 FOR YOU

All items below are required.

01
Have dashboard login access ready
You need to already be logged into (or hold valid credentials for) each analytics dashboard or internal tool being reported on; the skill will not attempt to bypass authentication and will ask you to re-authenticate if a session has expired.
02
You set: FIRECRAWL_API_KEY

Listed as free: Connected services may require an account or charge fees.
Installation: One command — usually under 2 minutes.

This skill ships inside the Firecrawl Workflows plugin.

Needs the Firecrawl CLI or MCP server. Set that up first — this skill doesn't include it.

Install just this skill

Run this outside your AI tool, using Node.js 22.20.0 or newer. Skills CLI 1.7.2 skips skill selection; prompts cancel installation without an interactive terminal. If choosing Project when asked about installation scope, open your project's folder before running this.

Install checklist

Check selected tools if a picker appears; Claude Code may be unchecked under Additional agents. ↑/↓ moves, Space toggles selections, Enter confirms.
Without a tool picker, check Installing to: for your intended tool. Stop if it names a different tool.
If asked, choose Symlink (Recommended) for shared files or Copy to all agents for separate copies; review the summary before confirming installation.
Install the find-skills skill? defaults to Yes, adding another skill for all projects. Choose No if you don't want that extra installation.

Skills CLI 1.7.2 sends install data to skills.sh by default, including the source, skill names, target tools and file details; GitHub sources are reported only when GitHub confirms the repository is public, while other remote sources can also be reported. Confirmed-public GitHub sources also trigger a security-audit request. Before installing, set the environment variable DO_NOT_TRACK=1 or DISABLE_TELEMETRY=1 to disable both.

npx skills add firecrawl/firecrawl-workflows --skill "firecrawl-dashboard-reporting" --full-depth

After installing for Claude Code, open it in the installation project if you chose Project; Global makes the skill available across projects on this computer. Once Claude Code loads the skill, its description helps Claude decide when to use it.

If installation created a top-level skills folder that did not exist when your Claude Code session started, run /reload-skills in that session. Run it again after later changes in that folder.

Install the whole plugin

This route installs the Firecrawl Workflows plugin package selected for your AI tool.

PLUGIN MARKETPLACE

Add the marketplace, then install the plugin

Typed inside the agent's own prompt, not in a terminal. The marketplace is called firecrawl-workflows, which is the part after the @.

/plugin marketplace add firecrawl/firecrawl-workflows

/plugin install firecrawl-workflows@firecrawl-workflows

Open plugin page ↗

What's inside

Files included with this skill.

View on GitHub