Workflows

Skill 17 of 32

Firecrawl Dashboard Reporting

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.

1 minute · 178 words · 6 sections

Install

$ npx skills add firecrawl/skills --skill firecrawl-dashboard-reporting

$ npx skills add firecrawl/skills

» /plugin marketplace add firecrawl/skills

The first command installs just this skill, by the name in its SKILL.md; the second installs the whole repository.

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.

About this skill

Trigger

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 verbatim description from this skill’s front matter — the string an agent matches on to decide whether to load it.

Licence: ISC
Source: skills/workflows/firecrawl-dashboard-reporting/SKILL.md

Colophon for this issue

Colophon

How this issue was made

Source

github.com/firecrawl/skills, branch main, last pushed 4 November 2026.

Licence

ISC — the text of every skill is reproduced unmodified, frontmatter included, under the upstream licence.

Discovery

32 skills found by walking the repository tree for SKILL.md, not by matching a directory convention. 2 distinct layouts observed: skills/core/*/SKILL.md, skills/workflows/*/SKILL.md.

Issue colours

Resolved from the owner’s published design.md — hue 48°, chroma 0.187. Two accent tones are generated per issue and each is proven against its own ground before it ships: a single accent that passes AA on both light and dark paper is arithmetically impossible.

Typefaces

Display: SuisseIntl is not a face we ship; the reader's own choice is used.
Body: SuisseIntl is not a face we ship; the reader's own choice is used.

We never load a typeface at request time from a third-party origin, so a brand face we do not already self-host is substituted rather than fetched.

Heading repairs

1 repair applied to this skill so the document has one h1 and no skipped levels:

Removed “Firecrawl Dashboard Reporting”, a leading h1 that duplicated the skill title.

Spec compliance

Every skill satisfies the Agent Skills specification’s frontmatter rules.

Images

Images inside a skill come from the upstream repository. Where the author gave no alternative text we mark the image decorative rather than inventing a description — a plausible caption we made up is worse than none for the reader who depends on it.

Marketplace

A plugin manifest is published at .claude-plugin/marketplace.json by Firecrawl, declaring 1 plugin. It is read for editorial metadata only — never as the skill index, which is always the repository tree.

Signal

Install counts come from skills.sh. They measure downloads, not quality, and an unranked repository is not an unread one.

Agent surfaces

The whole issue is available as one markdown document at /firecrawl/skills.md, and each skill at its own .md URL.

Publication

Set by Skills Docs from the source repository. Body text is Literata at the reader’s chosen size and measure; code is Geist Mono. Nothing on this page was written by us except this paragraph.

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.

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]