Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/citedy/adclaw/firecrawlnpx skills add citedy/adclaw --skill firecrawlgit clone --depth 1 https://github.com/citedy/adclawWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/citedy/adclaw/firecrawl)<a href="https://agentmods.dev/skills/citedy/adclaw/firecrawl"><img src="https://agentmods.dev/badge/skills/citedy/adclaw/firecrawl.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00060 | $0.02376 |
| Opus 5 | $0.00030 | $0.01188 |
| Sonnet 5 | $0.00012 | $0.00475 |
| Haiku 4.5 | $0.00006 | $0.00238 |
Grade A, and why
firecrawl-cli scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 285 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Firecrawl CLI
Use the firecrawl CLI to fetch and search the web. Firecrawl returns clean markdown optimized for LLM context windows, handles JavaScript rendering, bypasses common blocks, and provides structured data.
Installation
Check status, auth, and rate limits:
firecrawl --status
Output when ready:
🔥 firecrawl cli v1.0.2
● Authenticated via FIRECRAWL_API_KEY
Concurrency: 0/100 jobs (parallel scrape limit)
Credits: 500,000 remaining
- Concurrency: Max parallel jobs. Run parallel operations close to this limit but not above.
- Credits: Remaining API credits. Each scrape/crawl consumes credits.
If not installed: npm install -g firecrawl-cli
Always refer to the installation rules in rules/install.md for more information if the user is not logged in.
Authentication
If not authenticated, run:
firecrawl login --browser
The --browser flag automatically opens the browser for authentication without prompting.
Organization
Create a .firecrawl/ folder in the working directory unless it already exists to store results. Add .firecrawl/ to the .gitignore file if not already there. Always use -o to write directly to file (avoids flooding context):
# Search the web (most common operation)
firecrawl search "your query" -o .firecrawl/search-{query}.json
# Search with scraping enabled
firecrawl search "your query" --scrape -o .firecrawl/search-{query}-scraped.json
# Scrape a page
firecrawl scrape https://example.com -o .firecrawl/{site}-{path}.md
Examples:
.firecrawl/search-react_server_components.json
.firecrawl/search-ai_news-scraped.json
.firecrawl/docs.github.com-actions-overview.md
.firecrawl/firecrawl.dev.md
Commands
Search - Web search with optional scraping
# Basic search (human-readable output)
firecrawl search "your query" -o .firecrawl/search-query.txt
# JSON output (recommended for parsing)
firecrawl search "your query" -o .firecrawl/search-query.json --json
# Limit results
firecrawl search "AI news" --limit 10 -o .firecrawl/search-ai-news.json --json
# Search specific sources
firecrawl search "tech startups" --sources news -o .firecrawl/search-news.json --json
firecrawl search "landscapes" --sources images -o .firecrawl/search-images.json --json
firecrawl search "machine learning" --sources web,news,images -o .firecrawl/search-ml.json --json
# Filter by category (GitHub repos, research papers, PDFs)
firecrawl search "web scraping python" --categories github -o .firecrawl/search-github.json --json
firecrawl search "transformer architecture" --categories research -o .firecrawl/search-research.json --json
# Time-based search
firecrawl search "AI announcements" --tbs qdr:d -o .firecrawl/search-today.json --json # Past day
firecrawl search "tech news" --tbs qdr:w -o .firecrawl/search-week.json --json # Past week
# Location-based search
firecrawl search "restaurants" --location "San Francisco,California,United States" -o .firecrawl/search-sf.json --json
firecrawl search "local news" --country DE -o .firecrawl/search-germany.json --json
# Search AND scrape content from results
firecrawl search "firecrawl tutorials" --scrape -o .firecrawl/search-scraped.json --json
firecrawl search "API docs" --scrape --scrape-formats markdown,links -o .firecrawl/search-docs.json --json
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 285 lines · 60 tokens per session scan A e9f95472ea84
firecrawl-cli is a skill published in the GitHub repository citedy/adclaw (35 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 60 tokens to every session and 2,376 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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