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Agent skill

Firecrawl Interact

by firecrawl in firecrawl/skills

Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll.

ISCAuto-check passedData & Analytics

Install Firecrawl Interact

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

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

GitHub CLI
$ gh skill install firecrawl/skills firecrawl-interact --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/core/firecrawl-interact .claude/skills/firecrawl-interact && 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-interact
GitHub stars
115
Token cost
~738 tokens
SKILL.md length
198 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
ISC

At a glance

Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll.

  • Content requires interaction
  • SKILL.md covers Quick start, Profiles, Tips and See also
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • A scrape failed

What it does

Firecrawl Interact is an agent skill from firecrawl/skills. Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll. Use when content requires interaction or a scrape failed or returned incomplete content.

Its SKILL.md is about 740 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. It works with Firecrawl. The licence is ISC.

When your agent uses it

  • Content requires interaction
  • A scrape failed
  • Returned incomplete content

Example prompts

  • “/firecrawl-interact”

Requirements

  • Node.js
  • Pre-approved tools (allowed-tools): Bash(firecrawl *), Bash(npx firecrawl-cli *)

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 these tools, so the agent can use them without asking each time:

    • Bash(firecrawl *)
    • Bash(npx firecrawl-cli *)

    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 bash).

    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 Interact loads about 738 tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 198 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~50
When it runs · the whole SKILL.md, loaded when a task matches
~738

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). 198 words, ~738 tokens.

Download SKILL.mdSave it as .claude/skills/firecrawl-interact/SKILL.md (or your agent's skills folder).
name
firecrawl-interact
description
Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll. Use when content requires interaction or a scrape failed or returned incomplete content.
allowed-tools
Bash(firecrawl *), Bash(npx firecrawl-cli *)

firecrawl interact

Interact with scraped pages in a live browser session. Scrape a page first, then use natural language prompts or code to click, fill forms, navigate, and extract data. For web searches, use search — interact is for acting on a specific page.

Quick start

bash
# 1. Scrape a page (scrape ID is saved automatically)
firecrawl scrape "<url>"

# 2. Interact with the page using a positional prompt
firecrawl interact "Click the login button"
firecrawl interact "Fill in the email field with test@example.com"
firecrawl interact "Extract the pricing table"

# A UUID first argument is auto-detected as the scrape ID
firecrawl interact "<scrape-id>" "Extract the pricing table"

# 3. Or use code for precise control
firecrawl interact --code "agent-browser click @e5" --bash
firecrawl interact --code "agent-browser snapshot -i" --bash

# 4. Stop the session when done
firecrawl interact stop

Run firecrawl interact --help for the full option list.

Done when: the requested content or action result is captured and the session is stopped with firecrawl interact stop.

Profiles

Use --profile on the scrape to persist browser state (cookies, localStorage) across scrapes:

bash
# Session 1: Login and save state
firecrawl scrape "https://app.example.com/login" --profile my-app
firecrawl interact --prompt "Fill in email with user@example.com and click login"

# Session 2: Come back authenticated
firecrawl scrape "https://app.example.com/dashboard" --profile my-app
firecrawl interact --prompt "Extract the dashboard data"

Read-only reconnect (no writes to profile state):

bash
firecrawl scrape "https://app.example.com" --profile my-app --no-save-changes

Tips

  • Always scrape first — interact requires a scrape ID from a previous firecrawl scrape call
  • The scrape ID is saved automatically, so you can omit --scrape-id for subsequent interact calls. Saved sessions may expire after about 10 minutes; re-scrape if the CLI warns that the session is stale
  • Use firecrawl interact stop to free resources when done
  • For parallel work, scrape multiple pages and interact with each using --scrape-id

See also

© 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/core/firecrawl-interact of firecrawl/skills.

Open the folder on GitHubat commit d0ffd7c

Compare with similar skills

Firecrawl Interact 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 Interact compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Firecrawl Interact this skillfirecrawl/skills115—~738Automated safety check: PassISC
SEO Firecrawlseranking/seo-skills160—~2.3kAutomated safety check: PassMIT
Keirouter Web Fetchmydisha/keirouter147—~741Automated safety check: PassMIT
Firecrawl Scraperdavila7/claude-code-templates32k7 repos~253Automated safety check: PassMIT
Firecrawlzapier/connectors176—~4.2kAutomated safety check: PassElastic-2.0
Firecrawl Scraperynulihao/AgentSkillOS6171 repos~4.1kAutomated safety check: NotesMIT

Similar skills

  • SEO Firecrawl

    seranking/seo-skills

    Ad-hoc web scraping, site mapping, and full-site crawling via Firecrawl MCP.

    160 GitHub stars~2.3k tokensUpdated 3 mo ago
    Data & AnalyticsAuto-check passed

  • Keirouter Web Fetch

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    Fetch URL → markdown / text / HTML via KeiRouter /v1/web/fetch using Firecrawl / Jina Reader / Tavily Extract / Exa Contents.

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  • Firecrawl Scraper

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    32k GitHub starsUsed in 7 repos~253 tokens
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  • Firecrawl

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    Official

    Agent-callable Firecrawl tools — scrape a URL to clean Markdown, crawl a site, search the web, map site URLs, and extract structured data.

    176 GitHub stars~4.2k tokensUpdated 1 mo ago
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  • Firecrawl Scraper

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  • Firecrawl

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More from firecrawl/skills

All 29 skills in this repo

  • Firecrawl Scrape

    firecrawl/skills

    Read a known webpage or execute a discovered workflow or data-provider capability.

    115 GitHub stars~1.8k tokensUpdated today
    Auto-check passed

  • Firecrawl Agent

    firecrawl/skills

    Autonomously navigate websites and extract structured data across pages.

    115 GitHub stars~1.2k tokensUpdated today
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  • Firecrawl Company Directories

    firecrawl/skills

    Extract structured company lists from directories with Firecrawl.

    115 GitHub stars~557 tokensUpdated today
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  • Firecrawl Competitive Intel

    firecrawl/skills

    Monitor competitor pricing, features, changelogs, dashboards, and product changes with Firecrawl.

    115 GitHub stars~604 tokensUpdated today
    Auto-check passed

  • Firecrawl Crawl

    firecrawl/skills

    Bulk-extract many pages from one site or section. An agent skill from firecrawl/skills.

    115 GitHub stars~467 tokensUpdated today
    Auto-check passed

  • Firecrawl Dashboard Reporting

    firecrawl/skills

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

    115 GitHub stars~590 tokensUpdated today
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Works with

Categories

Questions about Firecrawl Interact

What does Firecrawl Interact do?

Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll. Firecrawl Interact is an agent skill from firecrawl/skills. Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll.

When should I use Firecrawl Interact?

Firecrawl Interact fits situations like: content requires interaction; A scrape failed; returned incomplete content.

How do I install Firecrawl Interact in Claude Code?

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

How do I install Firecrawl Interact in Codex?

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

Can I use Firecrawl Interact 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-interact -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-interact, .gemini/skills/firecrawl-interact, .github/skills/firecrawl-interact and .opencode/skills/firecrawl-interact in your project.

What does Firecrawl Interact need to run?

SKILL.md names no scripts, command-line tools or credentials: Firecrawl Interact is instructions for the agent only. Our summary lists: Node.js. Its frontmatter pre-approves these tools: Bash(firecrawl *), Bash(npx firecrawl-cli *).

Does Firecrawl Interact 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 Interact 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 Interact use?

Firecrawl Interact is published under the ISC licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Firecrawl Interact use?

About 738 tokens (SKILL.md is roughly 3k 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 Interact?

Skills that share tags, products or a category with Firecrawl Interact: SEO Firecrawl (seranking/seo-skills, 160 stars), Keirouter Web Fetch (mydisha/keirouter, 147 stars), Firecrawl Scraper (davila7/claude-code-templates, 32k stars) and Firecrawl (zapier/connectors, 176 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Firecrawl Interact?

firecrawl (a GitHub organization) maintains it in firecrawl/skills, which has 115 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.