Firecrawl Dashboard Reporting
This workflow uses Firecrawl's browser automation to pull metrics from analytics dashboards and internal web tools you already have access to. It handles authenticated sessions, clicks through tabs, scrolls tables, and extracts KPIs into structured reports. The workflow can work in parallel across multiple dashboards and returns both markdown summaries and JSON with actual numbers, not just screenshots. Honest take: this is useful if you're tired of manually copying metrics from five different admin panels every week, but it won't magically solve login issues or read data that's locked in a canvas chart. It respects access controls and will tell you to re-authenticate rather than trying anything sketchy.
- skills.sh installs
- 31.9K
- GitHub stars
- 221
- last updated
- Aug 21, 2026
Install
$ npx -y skills add firecrawl/firecrawl-workflows --skill firecrawl-dashboard-reporting --agent claude-codeInstalls into .claude/skills of the current project.
Files
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]
Sponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageDetails
- Repository
- github.com/firecrawl/firecrawl-workflows
- Categories
- Data Science & ML, Automation & Workflows, Marketing & SEO
- First seen
- Jun 3, 2026
More from firecrawl/firecrawl-workflows
All 16- Firecrawl Lead Gen31.7K
- Firecrawl Lead Research31.7K
- Firecrawl Company Directories31.6K
- Firecrawl Qa31.6K
- Firecrawl Knowledge Ingest31.6K
- Firecrawl Shop31.6K
- Firecrawl Competitive Intel31.5K
- Firecrawl Demo Walkthrough31.3K
- Firecrawl Deep Research35.9K
- Firecrawl Research Papers34.1K
- Firecrawl Website Design Clone33.5K
- Firecrawl Workflows32.9K
- Firecrawl Knowledge Base32.9K
- Firecrawl Market Research32.7K
- Firecrawl Seo Audit32.3K
Recommended
More Data Science & ML
firecrawl-company-directoriesfirecrawl/firecrawl-workflowsExtract structured company lists from directories with Firecrawl. Use for scraping YC, Crunchbase, Product Hunt, G2, startup directories, category directories, 31.6Kskills.sh installsfirecrawl-shopfirecrawl/firecrawl-workflowsResearch products across the web with Firecrawl and produce a shopping recommendation or cart-ready summary. Use when the user wants to compare products, find t31.6Kskills.sh installs
pr-walkthroughwarpdotdev/common-skillsGenerate a static interactive D3 walkthrough of a pull request. Use when the user wants a zoomable PR map, graph/canvas PR orientation, or alternate visualizati28.3Kskills.sh installscross-critiquewarpdotdev/common-skillsRun a second round on a contested question by circulating each subagent's independent proposal to the other authors and asking for structured pros and cons, the22.1Kskills.sh installs
tavily-best-practicestavily-ai/skillsBuild production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, et21.5Kskills.sh installs
gmgn-tokengmgnai/gmgn-skillsResearch any crypto or meme token by address — real-time price, market cap, liquidity, holder list, trader list, top Smart Money and KOL positions, security aud19.4Kskills.sh installs