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Agent skill

Firecrawl Dashboard Reporting

by firecrawl in firecrawl/skills

Pull metrics from analytics dashboards and internal web tools with Firecrawl browser.

ISCAuto-check passedData & Analytics

Install Firecrawl Dashboard Reporting

skills CLI
$ npx skills add firecrawl/skills --skill firecrawl-dashboard-reporting -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install firecrawl/skills firecrawl-dashboard-reporting --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/firecrawl/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/workflows/firecrawl-dashboard-reporting .claude/skills/firecrawl-dashboard-reporting && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
firecrawl-dashboard-reporting
GitHub stars
116
Token cost
~590 tokens
SKILL.md length
180 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
ISC

At a glance

Pull metrics from analytics dashboards and internal web tools with Firecrawl browser.

  • The user needs dashboard reporting
  • SKILL.md covers Onboarding Interview, Firecrawl Collection Plan, Parallel Work and Final Deliverable, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Cross-platform metric summaries

What it does

Firecrawl Dashboard Reporting is an agent skill from firecrawl/skills. Pull metrics from analytics dashboards and internal web tools with Firecrawl browser. Use when the user needs dashboard reporting, cross-platform metric summaries, authenticated analytics extraction, date-range reports, or structured metrics from web dashboards.

Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Data & Analytics, covering Web scraping and Browser automation. It works with Firecrawl. The licence is ISC.

When your agent uses it

  • The user needs dashboard reporting
  • Cross-platform metric summaries
  • Authenticated analytics extraction
  • Date-range reports

Example prompts

  • “/firecrawl-dashboard-reporting”

Requirements

  • A credential in FIRECRAWL_API_KEY

What it can do on your machine

Read from SKILL.md and the folder at commit d0ffd7c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Firecrawl Dashboard Reporting loads about 590 tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 180 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~73
When it runs · the whole SKILL.md, loaded when a task matches
~590

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from firecrawl/skills at commit d0ffd7c, republished under its ISC licence (© firecrawl). 180 words, ~590 tokens.

Download SKILL.mdSave it as .claude/skills/firecrawl-dashboard-reporting/SKILL.md (or your agent's skills folder).
name
firecrawl-dashboard-reporting
description
Pull metrics from analytics dashboards and internal web tools with Firecrawl browser. Use when the user needs dashboard reporting, cross-platform metric summaries, authenticated analytics extraction, date-range reports, or structured metrics from web dashboards.
license
ISC
metadata.author
firecrawl
metadata.version
0.1.0
metadata.homepage
https://www.firecrawl.dev
metadata.source
https://github.com/firecrawl/firecrawl-workflows

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

markdown
# 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.

© firecrawl, ISC. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/workflows/firecrawl-dashboard-reporting of firecrawl/skills.

Open the folder on GitHubat commit d0ffd7c

Compare with similar skills

Firecrawl Dashboard Reporting next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Firecrawl Dashboard Reporting compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Firecrawl Dashboard Reporting this skillfirecrawl/skills116—~590Automated safety check: PassISC
Firecrawl Interact Integrationfirecrawl/firecrawl190k1 repos~731Automated safety check: PassISC
Chrome Devtoolseinverne/dotfiles1212 repos~1.6kAutomated safety check: NotesApache-2.0
Web Scrapingplatonai/Browser41.2k—~1.1kAutomated safety check: PassApache-2.0
Web Crawlerbyungjunjang/web-crawler162—~7.2kAutomated safety check: PassMIT
SEO Firecrawlseranking/seo-skills160—~2.3kAutomated safety check: PassMIT

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Works with

Categories

Questions about Firecrawl Dashboard Reporting

What does Firecrawl Dashboard Reporting do?

Pull metrics from analytics dashboards and internal web tools with Firecrawl browser. Firecrawl Dashboard Reporting is an agent skill from firecrawl/skills. Pull metrics from analytics dashboards and internal web tools with Firecrawl browser.

When should I use Firecrawl Dashboard Reporting?

Firecrawl Dashboard Reporting fits situations like: the user needs dashboard reporting; cross-platform metric summaries; authenticated analytics extraction; date-range reports.

How do I install Firecrawl Dashboard Reporting in Claude Code?

Run `npx skills add firecrawl/skills --skill firecrawl-dashboard-reporting -a claude-code`. Or copy the skill folder (skills/workflows/firecrawl-dashboard-reporting in firecrawl/skills) into .claude/skills/firecrawl-dashboard-reporting in your project. Claude Code loads it when a task matches its description.

How do I install Firecrawl Dashboard Reporting in Codex?

Run `npx skills add firecrawl/skills --skill firecrawl-dashboard-reporting -a codex`. Or copy the skill folder (skills/workflows/firecrawl-dashboard-reporting in firecrawl/skills) into .agents/skills/firecrawl-dashboard-reporting in your project. Codex loads it when a task matches its description.

Can I use Firecrawl Dashboard Reporting in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add firecrawl/skills --skill firecrawl-dashboard-reporting -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/firecrawl-dashboard-reporting, .gemini/skills/firecrawl-dashboard-reporting, .github/skills/firecrawl-dashboard-reporting and .opencode/skills/firecrawl-dashboard-reporting in your project.

What does Firecrawl Dashboard Reporting need to run?

SKILL.md names no scripts, command-line tools or credentials: Firecrawl Dashboard Reporting is instructions for the agent only. Our summary lists: A credential in FIRECRAWL_API_KEY.

Does Firecrawl Dashboard Reporting access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Firecrawl Dashboard Reporting safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Firecrawl Dashboard Reporting use?

Firecrawl Dashboard Reporting is published under the ISC licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Firecrawl Dashboard Reporting use?

About 590 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Firecrawl Dashboard Reporting?

Skills that share tags, products or a category with Firecrawl Dashboard Reporting: Firecrawl Interact Integration (firecrawl/firecrawl, 190k stars), Chrome Devtools (einverne/dotfiles, 121 stars), Web Scraping (platonai/Browser4, 1.2k stars) and Web Crawler (byungjunjang/web-crawler, 162 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Firecrawl Dashboard Reporting?

firecrawl (a GitHub organization) maintains it in firecrawl/skills, which has 116 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on October 6, 2026.

Source: firecrawl/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.