Agent skill

Firecrawl Interact

by aiskillstore in aiskillstore/marketplace

Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language prompts or code.

No licenceAuto-check passedData & Analytics

Install Firecrawl Interact

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

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

GitHub CLI
$ gh skill install aiskillstore/marketplace 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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/firecrawl/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
430
Used in
1 other repo
Token cost
~979 tokens
SKILL.md length
230 words
Files
2
Skills in repo
1,108
Repo updated
First seen
Licence
None found

At a glance

Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language prompts or code.

  • The user needs to interact with a webpage beyond simple scraping: logging into a site
  • SKILL.md covers When to use, Quick start, Options and Profiles, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Submitting forms

What it does

Firecrawl Interact is an agent skill from aiskillstore/marketplace. Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language prompts or code. Use when the user needs to interact with a webpage beyond simple scraping: logging into a site, submitting forms, clicking through pagination, handling infinite scroll, navigating multi-step checkout or wizard flows, or when a regular scrape failed because content is behind JavaScript interaction. Also useful for authenticated scraping via…

Its SKILL.md is about 980 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).

It sits in Data & Analytics, covering Web scraping. It works with Firecrawl and JavaScript. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

  • The user needs to interact with a webpage beyond simple scraping: logging into a site
  • Submitting forms
  • Clicking through pagination
  • Handling infinite scroll

Example prompts

  • “interact”
  • “fill out the form”
  • “log in to”
  • “/firecrawl-interact”

Requirements

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

What it can do on your machine

Read from SKILL.md and the folder at commit ad8daf7. 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 *)

    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 979 tokens when it runs. Until then it costs about 188 tokens; SKILL.md has 230 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~188
When it runs · the whole SKILL.md, loaded when a task matches
~979

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 230 words (~979 tokens).

“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.”

— opening of SKILL.md by aiskillstore
name
firecrawl-interact
allowed-tools
Bash(firecrawl *), Bash(npx firecrawl *)

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/firecrawl/firecrawl-interact of aiskillstore/marketplace.

  • SKILL.md
  • skill-report.json

Open the folder on GitHubat commit ad8daf7

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 8, 2026.

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 skillaiskillstore/marketplace4301 repos~979Automated safety check: PassNone
Firecrawl Scraperynulihao/AgentSkillOS6171 repos~4.1kAutomated safety check: NotesMIT
Firecrawl Scrapersecondsky/claude-skills2271 repos~1.9kAutomated safety check: NotesMIT
Firecrawl Scraperlamm-mit/scienceclaw244—~425Automated safety check: PassApache-2.0
Chrome Devtoolseinverne/dotfiles1212 repos~1.6kAutomated safety check: NotesApache-2.0
Web Scrapingplatonai/Browser41.2k—~1.1kAutomated safety check: PassApache-2.0

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  • Firecrawl Scraper

    ynulihao/AgentSkillOS

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  • Chrome Devtools

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    121 GitHub starsUsed in 2 repos~1.6k tokens
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  • Web Scraping

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    1.2k GitHub stars~1.1k tokensUpdated yesterday
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Questions about Firecrawl Interact

What does Firecrawl Interact do?

Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language prompts or code. Firecrawl Interact is an agent skill from aiskillstore/marketplace. Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language prompts or code.

When should I use Firecrawl Interact?

Firecrawl Interact fits situations like: the user needs to interact with a webpage beyond simple scraping: logging into a site; submitting forms; clicking through pagination; handling infinite scroll.

How do I install Firecrawl Interact in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill firecrawl-interact -a claude-code`. Or copy the skill folder (skills/firecrawl/firecrawl-interact in aiskillstore/marketplace) 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 aiskillstore/marketplace --skill firecrawl-interact -a codex`. Or copy the skill folder (skills/firecrawl/firecrawl-interact in aiskillstore/marketplace) 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 aiskillstore/marketplace --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 *).

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?

No licence was found for Firecrawl Interact or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Firecrawl Interact use?

About 979 tokens (SKILL.md is roughly 3.9k 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: Firecrawl Scraper (ynulihao/AgentSkillOS, 617 stars), Firecrawl Scraper (secondsky/claude-skills, 227 stars), Firecrawl Scraper (lamm-mit/scienceclaw, 244 stars) and Chrome Devtools (einverne/dotfiles, 121 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Firecrawl Interact?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,108 skills in this directory. The repository was last updated on October 7, 2026.

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