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Firecrawl

skill-moizibnyousaf-marketing-cli-firecrawl · by MoizIbnYousaf

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Install

$ agentstack add skill-moizibnyousaf-marketing-cli-firecrawl

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

Firecrawl CLI

Web scraping, search, and browser automation CLI. Returns clean markdown optimized for LLM context windows.

Run firecrawl --help or firecrawl --help for full option details.

Prerequisites

Must be installed and authenticated. Check with firecrawl --status.

  🔥 firecrawl cli v1.8.0

  ● Authenticated via FIRECRAWL_API_KEY
  Concurrency: 0/100 jobs (parallel scrape limit)
  Credits: 500,000 remaining
  • Concurrency: Max parallel jobs. Run parallel operations up to this limit.
  • Credits: Remaining API credits. Each scrape/crawl consumes credits.

If not ready, see [rules/install.md](rules/install.md). For output handling guidelines, see [rules/security.md](rules/security.md).

firecrawl search "query" --scrape --limit 3

Workflow

Follow this escalation pattern:

  1. Search - No specific URL yet. Find pages, answer questions, discover sources.
  2. Scrape - Have a URL. Extract its content directly.
  3. Map + Scrape - Large site or need a specific subpage. Use map --search to find the right URL, then scrape it.
  4. Crawl - Need bulk content from an entire site section (e.g., all /docs/).
  5. Browser - Scrape failed because content is behind interaction (pagination, modals, form submissions, multi-step navigation).

| Need | Command | When | | --------------------------- | ---------- | --------------------------------------------------------- | | Find pages on a topic | search | No specific URL yet | | Get a page's content | scrape | Have a URL, page is static or JS-rendered | | Find URLs within a site | map | Need to locate a specific subpage | | Bulk extract a site section | crawl | Need many pages (e.g., all /docs/) | | AI-powered data extraction | agent | Need structured data from complex sites | | Interact with a page | browser | Content requires clicks, form fills, pagination, or login | | Download a site to files | download | Save an entire site as local files |

For detailed command reference, use the individual skill for each command (e.g., firecrawl-search, firecrawl-browser) or run firecrawl --help.

Scrape vs browser:

  • Use scrape first. It handles static pages and JS-rendered SPAs.
  • Use browser when you need to interact with a page, such as clicking buttons, filling out forms, navigating through a complex site, infinite scroll, or when scrape fails to grab all the content you need.
  • Never use browser for web searches - use search instead.

Avoid redundant fetches:

  • search --scrape already fetches full page content. Don't re-scrape those URLs.
  • Check .firecrawl/ for existing data before fetching again.

When NOT to use firecrawl

Firecrawl is the default for public, text-based web content. Route elsewhere when the source is auth-walled, audio/video, or when you already have the text and just need it shorter:

| Situation | Use instead | Why | | --- | --- | --- | | X / Twitter post, thread, article, or /bookmarks | mktg-x skill | Twitter serves a degraded logged-out page to unauthenticated clients. mktg-x uses stored MKTG_X_AUTH_TOKEN to fetch the real content. Firecrawl will return a stub. | | YouTube / podcast / TikTok / any audio or video URL | mktg transcribe | Firecrawl returns the page chrome (title, description), not the spoken content. mktg transcribe runs the yt-dlp → ffmpeg → whisper.cpp pipeline and returns the full transcript. | | Fetched page is too long to ideate on | Chain into summarize after the firecrawl call | Firecrawl is the fetcher, summarize is the compressor. firecrawl scrape -o page.md && cat page.md \| summarize --tldr is the canonical pattern — don't re-fetch or ask firecrawl to summarize. |

Escalation rule of thumb: if a human would need to log in, press play, or skim-and-condense to get value from the source, firecrawl alone is the wrong tool.

Output & Organization

Unless the user specifies to return in context, write results to .firecrawl/ with -o. Add .firecrawl/ to .gitignore. Always quote URLs - shell interprets ? and & as special characters.

firecrawl search "react hooks" -o .firecrawl/search-react-hooks.json --json
firecrawl scrape "" -o .firecrawl/page.md

Naming conventions:

.firecrawl/search-{query}.json
.firecrawl/search-{query}-scraped.json
.firecrawl/{site}-{path}.md

Never read entire output files at once. Use grep, head, or incremental reads:

wc -l .firecrawl/file.md && head -50 .firecrawl/file.md
grep -n "keyword" .firecrawl/file.md

Single format outputs raw content. Multiple formats (e.g., --format markdown,links) output JSON.

Working with Results

These patterns are useful when working with file-based output (-o flag) for complex tasks:

# Extract URLs from search
jq -r '.data.web[].url' .firecrawl/search.json

# Get titles and URLs
jq -r '.data.web[] | "\(.title): \(.url)"' .firecrawl/search.json

Parallelization

Run independent operations in parallel. Check firecrawl --status for concurrency limit:

firecrawl scrape "" -o .firecrawl/1.md &
firecrawl scrape "" -o .firecrawl/2.md &
firecrawl scrape "" -o .firecrawl/3.md &
wait

For browser, launch separate sessions for independent tasks and operate them in parallel via --session .

Credit Usage

firecrawl credit-usage
firecrawl credit-usage --json --pretty -o .firecrawl/credits.json

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.