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Firecrawl Build Interact

FirecrawlOfficialCreated by firecrawl

  • Skill
  • Tool integration
  • Automation and integrations
  • ISC
  • No issues found
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From the author

Integrate Firecrawl `/interact` into product code for dynamic pages and browser actions after scraping. Use when a feature needs clicks, form fills, pagination, authentication-aware flows, or other multi-step interactions that plain `/scrape` cannot complete.
— the description by firecrawl

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

The Firecrawl Build Interact skill provides guidance on integrating the Firecrawl /interact endpoint into product code. It is designed for scenarios where simple scraping is insufficient, such as when content is hidden behind user interactions, requires form submissions, or involves multi-step navigation. This skill helps developers implement browser-based workflows that maintain state and perform actions necessary to unlock data from complex or dynamic web pages.

What it does

  • Enables programmatic interaction with web pages including clicking elements and filling forms.
  • Supports multi-step browser workflows like pagination and faceted filtering.
  • Facilitates navigation through authentication-gated dashboards.
  • Maintains browser context for complex extraction flows.
  • Provides integration patterns for various programming languages.

When to use it

  • When content is only accessible after specific user actions like clicks or typing.
  • When your application needs to handle forms, filters, or pagination.
  • When you need to navigate through multi-step flows to reach target data.
  • When you need to maintain an authenticated state during a scraping session.

Advantages

  • Allows extraction from dynamic pages that static scrapers cannot reach.
  • Provides a structured approach to browser automation within product code.
  • Reduces complexity by offering a clear escalation path from simple scraping.
  • Supports persistent profiles for session-based workflows.

Usage examples

“How do I use Firecrawl to extract data from a search results page that requires clicking a 'Load More' button?”
The agent will guide you to use the /interact endpoint to perform the click action on the 'Load More' button before triggering the extraction process.
“I need to scrape a dashboard that requires a login. Can I use Firecrawl?”
The agent will explain how to use /interact to navigate to the login page, fill in credentials, and maintain the session to access the dashboard content.

Install

  1. Download the skill as a ZIP:

    https://mp-staging.autogineer.com/agent-skills/firecrawl/firecrawl-build-interact/download

  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip firecrawl-build-interact.zip -d .agents/skills

Documentation by firecrawl

Firecrawl Build Interact

Use this when /scrape is not enough because the feature needs to act on the page.

Use This When

  • content appears only after clicks, typing, or navigation

  • the feature needs forms, pagination, filters, or multi-step flows

  • the product must stay in the same browser context after scraping

Default Recommendations

  • Start with /scrape, then escalate to /interact.

  • Keep /interact scoped to the smallest browser workflow that unlocks the data.

  • Use persistent profiles only when the feature truly needs authenticated state across sessions.

Common Product Patterns

  • search forms and faceted filters

  • paginated result sets

  • login-gated dashboards or tools

  • flows where the page must be explored before extraction is complete

Implementation Notes

  • /interact is the right tool when the page must be manipulated, not just read.

  • Keep prompts or action code specific to the product flow.

  • If the use case is fully open-ended browser automation, evaluate whether a browser sandbox is a better product fit.

Escalation Rules

  • If the page can be read directly, stay on firecrawl-build-scrape.

Docs (Source of Truth)

Read the source-of-truth page for your project language before writing integration code:

See Also

  • firecrawl-build

  • firecrawl-build-scrape

  • firecrawl-build-search

Files

ATTRIBUTION.md

Attribution

This folder is an unmodified copy of the Agent Skill "firecrawl-build-interact", distributed by AutoGineer (https://autogineer.com/agent-skills).

The skill's own files are unmodified copies. AutoGineer is not affiliated with or endorsed by the author or the publisher.

Files added by AutoGineer

  • ATTRIBUTION.md: this file, written by AutoGineer

  • LICENSE: copied from LICENSE

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Needs network access, Needs Python, Needs Node.js

Security

No issues found by our static scan· No issues found

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Created by
firecrawl
Publisher
Firecrawl (Official)
Source
firecrawl/skills · skills/build/firecrawl-build-interact · commit 458d9d0
Licence
ISC License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced

AutoGineer is not affiliated with or endorsed by firecrawl.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download firecrawl-build-interact.zip