Automation library · Data collection

Analyze npm packages with Firecrawl and GitHub

Started by someone submitting a form, and works across GitHub and Slack. It hands the judgement calls to Gemini and OpenAI. 24 steps, 1 branch: large, and worth reading before you trust it with anything live.

LargeCalls a model: Gemini, OpenAI

Download free
24 stepsLarge: read it before trusting it with anything live
1Branch: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 5Logic 9Service 9

The steps in the order they run, from what starts it.

  1. 1Google Gemini Chat Model1Lm Chat Google GeminiModel
  2. 2/search in FirecrawlFirecrawl ToolService
  3. 3/scrape in FirecrawlFirecrawl ToolService
  4. 4Google Gemini Chat ModelLm Chat Google GeminiModel
  5. 5OpenAI Chat ModelLm Chat Open AiModel
  6. 6Enter Package NameForm triggerStarts it
  7. 7AI Analysis EngineAgentModel
  8. 8Structured Output ParserOutput Parser StructuredModel
  9. 9Normalize InputSetLogic
  10. 10Send Slack ReportSlackService
  11. 11Search NPM URLFirecrawlService
  12. 12Search GitHub RepoFirecrawlService
  13. 13Merge Search ResultsMergeLogic
  14. 14Extract Clean URLsCodeLogic
  15. 15Fetch GitHub StatsGithubService
  16. 16Github detailsSetLogic
  17. 17Fetch Last CommitHttp RequestService
  18. 18Merge All MetricsMergeLogic
  19. 19Commit deatilsSetLogic
  20. 20Compute Health MetricsSetLogic
  21. 21Fetch NPM DownloadsHttp RequestService
  22. 22Check Package ValidIfLogic
  23. 23Package Not Found HandlerSetLogic
  24. 24Send Slack Report_01SlackService

How it's built

Starts on
Someone submitting a form
Steps
24, with 1 branch
Size
Large: read it before trusting it with anything live
Connects to
GitHub, Slack
Model
Gemini, OpenAI

Questions

What does it need to run?

An n8n account, plus your own GitHub and Slack accounts, and a key for Gemini and OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone submitting a form.

Does it use AI?

Yes. It calls Gemini and OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 24 steps it is large: read it before trusting it with anything live.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 24 steps before you point it at anything that matters.