Imported from jeremylongshore/tons-of-skills-marketplace (skills/.curated/firecrawl-policy-guardrails/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-policy-guardrails. Copyright stays with the author (MIT).

Firecrawl Policy Guardrails

Overview

Automated guardrails for Firecrawl scraping pipelines. Web scraping carries legal (robots.txt, ToS), ethical (rate limiting, attribution), and cost (credit burn) risks. This skill implements domain blocklists, credit budgets, content quality gates, and per-domain rate limits as enforceable policies.

Prerequisites

• A policy owner, written domain allowlist/blocklist, and review process for exceptions.
• Current source terms and robots guidance assessed for each target where required; this guide does not replace legal review.
• Enforced budget, rate-control, retention, and incident-response settings with synthetic test targets.

Output

Keep a policy decision receipt naming the target, policy version, allow/deny result, exception owner, aggregate budget use, retention decision, and review date. Do not store captured content or credentials in the receipt.

Instructions

Step 1: Domain Policy Enforcement

import FirecrawlApp from "@mendable/firecrawl-js";

const firecrawl = new FirecrawlApp({
  apiKey: process.env.FIRECRAWL_API_KEY!,
});

class ScrapePolicy {
  // Domains that explicitly prohibit scraping in their ToS
  static BLOCKED_DOMAINS = [
    "facebook.com", "instagram.com",  // Meta ToS
    "linkedin.com",                    // LinkedIn ToS
    "twitter.com", "x.com",           // X/Twitter ToS
  ];

  // Domains with sensitive/regulated content
  static SENSITIVE_DOMAINS = [
    "*.gov", "*.mil",                 // Government
    "*.edu",                          // Educational (FERPA)
  ];

  static validateUrl(url: string): void {
    const hostname = new URL(url).hostname;

    for (const blocked of this.BLOCKED_DOMAINS) {
      if (hostname === blocked || hostname.endsWith(`.${blocked}`)) {
        throw new PolicyViolation(`Domain "${hostname}" is blocked: ToS prohibits scraping`);
      }
    }

    for (const pattern of this.SENSITIVE_DOMAINS) {
      const regex = new RegExp("^" + pattern.replace("*.", ".*\\.") + "$");
      if (regex.test(hostname)) {
        console.warn(`CAUTION: "${hostname}" matches sensitive domain pattern "${pattern}"`);
      }
    }
  }
}

class PolicyViolation extends Error {
  constructor(message: string) {
    super(message);
    this.name = "PolicyViolation";
  }
}

Step 2: Credit Budget Enforcement

class CrawlBudget {
  private usage = new Map<string, number>();
  private dailyLimit: number;

  constructor(dailyLimit = 5000) {
    this.dailyLimit = dailyLimit;
  }

  authorize(estimatedPages: number): void {
    const today = new Date().toISOString().split("T")[0];
    const used = this.usage.get(today) || 0;

    if (used + estimatedPages > this.dailyLimit) {
      throw new PolicyViolation(
        `Daily credit limit would be exceeded: ${used} used + ${estimatedPages} requested > ${this.dailyLimit} limit`
      );
    }
  }

  record(pagesScraped: number) {
    const today = new Date().toISOString().split("T")[0];
    this.usage.set(today, (this.usage.get(today) || 0) + pagesScraped);
  }
}

const budget = new CrawlBudget(5000);

Step 3: Content Quality Gate

function validateScrapedContent(result: any): {
  accepted: boolean;
  reason?: string;
} {
  const md = result.markdown || "";

  // Reject thin content
  if (md.length < 50) {
    return { accepted: false, reason: "Content too short (<50 chars)" };
  }

  // Reject error pages
  if (/403 forbidden|access denied|captcha/i.test(md)) {
    return { accepted: false, reason: "Error page detected" };
  }

  // Reject login walls
  if (/sign in to continue|create an account|login required/i.test(md)) {
    return { accepted: false, reason: "Login wall detected" };
  }

  // Reject cookie consent pages (only content is cookie notice)
  if (md.length < 500 && /cookie|consent|gdpr/i.test(md)) {
    return { accepted: false, reason: "Cookie consent page only" };
  }

  return { accepted: true };
}

Step 4: Crawl Limit Enforcement

const MAX_CRAWL_LIMIT = 500;
const MAX_DEPTH = 5;

async function policedCrawl(url: string, requestedLimit: number) {
  // Validate URL
  ScrapePolicy.validateUrl(url);

  // Enforce hard limits
  const limit = Math.min(requestedLimit, MAX_CRAWL_LIMIT);
  if (requestedLimit > MAX_CRAWL_LIMIT) {
    console.warn(`Crawl limit capped: ${requestedLimit} -> ${MAX_CRAWL_LIMIT}`);
  }

  // Check budget
  budget.authorize(limit);

  // Execute with enforced limits
  const result = await firecrawl.crawlUrl(url, {
    limit,
    maxDepth: MAX_DEPTH,
    scrapeOptions: { formats: ["markdown"], onlyMainContent: true },
  });

  // Record actual usage
  const pagesScraped = result.data?.length || 0;
  budget.record(pagesScraped);

  // Filter by content quality
  const validPages = (result.data || []).filter(page => {
    const { accepted, reason } = validateScrapedContent(page);
    if (!accepted) console.log(`Rejected: ${page.metadata?.sourceURL} — ${reason}`);
    return accepted;
  });

  console.log(`Crawl: ${pagesScraped} scraped, ${validPages.length} accepted, ${pagesScraped - validPages.length} rejected`);
  return validPages;
}

Step 5: Per-Domain Rate Limiting

const DOMAIN_RATE_LIMITS: Record<string, number> = {
  "docs.example.com": 2,    // 2 requests/second
  "blog.example.com": 1,    // 1 request/second
  default: 5,               // 5 requests/second
};

const lastRequest = new Map<string, number>();

async function rateLimitedScrape(url: string) {
  const domain = new URL(url).hostname;
  const rate = DOMAIN_RATE_LIMITS[domain] || DOMAIN_RATE_LIMITS.default;
  const minInterval = 1000 / rate;

  const last = lastRequest.get(domain) || 0;
  const elapsed = Date.now() - last;
  if (elapsed < minInterval) {
    await new Promise(r => setTimeout(r, minInterval - elapsed));
  }

  lastRequest.set(domain, Date.now());
  return firecrawl.scrapeUrl(url, { formats: ["markdown"] });
}

Policy Summary

Error Handling

Examples

Policy-Checked Pipeline

async function scrapePipeline(urls: string[]) {
  const results = [];
  for (const url of urls) {
    try {
      ScrapePolicy.validateUrl(url);
      budget.authorize(1);
      const result = await rateLimitedScrape(url);
      const { accepted } = validateScrapedContent(result);
      if (accepted) results.push(result);
      budget.record(1);
    } catch (e) {
      if (e instanceof PolicyViolation) {
        console.warn(`Policy: ${e.message}`);
      } else {
        console.error(`Error: ${(e as Error).message}`);
      }
    }
  }
  return results;
}

Resources

• Firecrawl Docs
• robots.txt Spec
• Web Scraping Legal Guide

Next Steps

For architecture patterns, see firecrawl-architecture-variants.