firecrawl-reliability-patterns

Implement Firecrawl reliability patterns: circuit breakers, crawl fallbacks, and content validation. Use when building fault-tolerant scraping pipelines, implementing crawl-to-scrape fallback, or adding content quality gates to Firecrawl integrations. Trigger with phrases like "firecrawl reliability", "firecrawl circuit breaker", "firecrawl fallback", "firecrawl resilience", "firecrawl fault tolerant".

1,868 stars

Best use case

firecrawl-reliability-patterns is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Implement Firecrawl reliability patterns: circuit breakers, crawl fallbacks, and content validation. Use when building fault-tolerant scraping pipelines, implementing crawl-to-scrape fallback, or adding content quality gates to Firecrawl integrations. Trigger with phrases like "firecrawl reliability", "firecrawl circuit breaker", "firecrawl fallback", "firecrawl resilience", "firecrawl fault tolerant".

Teams using firecrawl-reliability-patterns should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/firecrawl-reliability-patterns/SKILL.md --create-dirs "https://raw.githubusercontent.com/jeremylongshore/claude-code-plugins-plus-skills/main/plugins/saas-packs/firecrawl-pack/skills/firecrawl-reliability-patterns/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/firecrawl-reliability-patterns/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How firecrawl-reliability-patterns Compares

Feature / Agentfirecrawl-reliability-patternsStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Implement Firecrawl reliability patterns: circuit breakers, crawl fallbacks, and content validation. Use when building fault-tolerant scraping pipelines, implementing crawl-to-scrape fallback, or adding content quality gates to Firecrawl integrations. Trigger with phrases like "firecrawl reliability", "firecrawl circuit breaker", "firecrawl fallback", "firecrawl resilience", "firecrawl fault tolerant".

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Firecrawl Reliability Patterns

## Overview
Production reliability patterns for Firecrawl scraping pipelines. Firecrawl's async crawl model, JS rendering, and credit-based pricing create specific reliability challenges: crawl jobs may time out, scraped content may be empty (bot detection, JS failures), and credits can be burned by runaway crawls. This skill covers battle-tested patterns for each.

## Instructions

### Step 1: Robust Crawl with Timeout and Backoff
```typescript
import FirecrawlApp from "@mendable/firecrawl-js";

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

async function reliableCrawl(
  url: string,
  opts: { limit: number; paths?: string[] },
  timeoutMs = 600000
) {
  const job = await firecrawl.asyncCrawlUrl(url, {
    limit: opts.limit,
    includePaths: opts.paths,
    scrapeOptions: { formats: ["markdown"], onlyMainContent: true },
  });

  const deadline = Date.now() + timeoutMs;
  let pollInterval = 2000;

  while (Date.now() < deadline) {
    const status = await firecrawl.checkCrawlStatus(job.id);

    if (status.status === "completed") return status;
    if (status.status === "failed") {
      throw new Error(`Crawl failed: ${status.error}`);
    }

    await new Promise(r => setTimeout(r, pollInterval));
    pollInterval = Math.min(pollInterval * 1.5, 30000); // back off to 30s max
  }

  throw new Error(`Crawl timed out after ${timeoutMs}ms (job: ${job.id})`);
}
```

### Step 2: Content Quality Validation
```typescript
interface ScrapedPage {
  url: string;
  markdown: string;
  metadata: { title?: string; statusCode?: number };
}

function validateContent(page: ScrapedPage): {
  valid: boolean;
  reason?: string;
} {
  if (!page.markdown || page.markdown.length < 100) {
    return { valid: false, reason: "Content too short" };
  }

  if (page.metadata.statusCode && page.metadata.statusCode >= 400) {
    return { valid: false, reason: `HTTP ${page.metadata.statusCode}` };
  }

  const errorPatterns = [
    "access denied", "403 forbidden", "page not found",
    "captcha", "please verify", "enable javascript",
  ];
  const lower = page.markdown.toLowerCase();
  for (const pattern of errorPatterns) {
    if (lower.includes(pattern)) {
      return { valid: false, reason: `Error page detected: "${pattern}"` };
    }
  }

  return { valid: true };
}
```

### Step 3: Crawl-to-Scrape Fallback
```typescript
// If a full crawl fails, fall back to scraping critical pages individually
async function resilientFetch(urls: string[]): Promise<any[]> {
  // Try batch scrape first (most efficient)
  try {
    const batch = await firecrawl.batchScrapeUrls(urls, {
      formats: ["markdown"],
      onlyMainContent: true,
    });

    const results = (batch.data || []).filter(page => {
      const { valid } = validateContent({
        url: page.metadata?.sourceURL || "",
        markdown: page.markdown || "",
        metadata: page.metadata || {},
      });
      return valid;
    });

    if (results.length >= urls.length * 0.5) {
      return results; // batch succeeded (>50% valid)
    }
  } catch (batchError) {
    console.warn("Batch scrape failed, falling back to individual scrapes");
  }

  // Fallback: scrape individually with retries
  const results: any[] = [];
  for (const url of urls) {
    try {
      const result = await firecrawl.scrapeUrl(url, {
        formats: ["markdown"],
        onlyMainContent: true,
        waitFor: 5000,
      });
      if (validateContent({ url, markdown: result.markdown || "", metadata: result.metadata || {} }).valid) {
        results.push(result);
      }
    } catch (e) {
      console.error(`Failed to scrape ${url}: ${(e as Error).message}`);
    }
    // Delay between individual scrapes to avoid rate limits
    await new Promise(r => setTimeout(r, 1000));
  }

  return results;
}
```

### Step 4: Circuit Breaker for Firecrawl
```typescript
class FirecrawlCircuitBreaker {
  private failures = 0;
  private lastFailure = 0;
  private state: "closed" | "open" | "half-open" = "closed";
  private threshold: number;
  private resetTimeMs: number;

  constructor(threshold = 5, resetTimeMs = 60000) {
    this.threshold = threshold;
    this.resetTimeMs = resetTimeMs;
  }

  async execute<T>(operation: () => Promise<T>, fallback?: () => T): Promise<T> {
    // Check if circuit should reset
    if (this.state === "open" && Date.now() - this.lastFailure > this.resetTimeMs) {
      this.state = "half-open";
    }

    if (this.state === "open") {
      console.warn("Circuit breaker OPEN — using fallback");
      if (fallback) return fallback();
      throw new Error("Firecrawl circuit breaker is open");
    }

    try {
      const result = await operation();
      if (this.state === "half-open") {
        this.state = "closed";
        this.failures = 0;
      }
      return result;
    } catch (error) {
      this.failures++;
      this.lastFailure = Date.now();
      if (this.failures >= this.threshold) {
        this.state = "open";
        console.error(`Circuit breaker OPENED after ${this.failures} failures`);
      }
      throw error;
    }
  }
}

const breaker = new FirecrawlCircuitBreaker(5, 60000);

async function protectedScrape(url: string) {
  return breaker.execute(
    () => firecrawl.scrapeUrl(url, { formats: ["markdown"] }),
    () => ({ markdown: getCachedContent(url), metadata: { fromCache: true } })
  );
}
```

### Step 5: Credit-Aware Processing
```typescript
class CreditGuard {
  private dailyUsage = new Map<string, number>();
  private dailyLimit: number;

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

  canAfford(credits: number): boolean {
    const today = new Date().toISOString().split("T")[0];
    return (this.dailyUsage.get(today) || 0) + credits <= this.dailyLimit;
  }

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

  remaining(): number {
    const today = new Date().toISOString().split("T")[0];
    return this.dailyLimit - (this.dailyUsage.get(today) || 0);
  }
}

const creditGuard = new CreditGuard(5000);

async function budgetedCrawl(url: string, limit: number) {
  if (!creditGuard.canAfford(limit)) {
    throw new Error(`Budget exceeded: ${creditGuard.remaining()} credits remaining`);
  }

  const result = await reliableCrawl(url, { limit });
  creditGuard.record(result.data?.length || 0);
  return result;
}
```

## Error Handling
| Issue | Cause | Solution |
|-------|-------|----------|
| Crawl timeout | Large site, slow rendering | Set timeout, reduce limit |
| Empty markdown | Bot detection or JS failure | Increase `waitFor`, use `actions` |
| Credit overrun | No budget tracking | Implement credit guard |
| Cascade failures | Single scrape failure crashes pipeline | Circuit breaker + fallback |
| Partial crawl results | Some pages blocked | Validate content, retry failed URLs |

## Examples

### Full Resilient Pipeline
```typescript
async function resilientPipeline(url: string) {
  const map = await firecrawl.mapUrl(url);
  const urls = (map.links || []).filter(u => u.includes("/docs/")).slice(0, 50);

  if (!creditGuard.canAfford(urls.length)) {
    console.warn("Budget tight — reducing scope");
    urls.splice(20); // trim to 20
  }

  const pages = await resilientFetch(urls);
  const valid = pages.filter(p => validateContent(p).valid);
  creditGuard.record(urls.length);

  return { scraped: urls.length, valid: valid.length, remaining: creditGuard.remaining() };
}
```

## Resources
- [Firecrawl API Reference](https://docs.firecrawl.dev/api-reference/introduction)
- [Firecrawl Rate Limits](https://docs.firecrawl.dev/rate-limits)

## Next Steps
For policy enforcement, see `firecrawl-policy-guardrails`.

Related Skills

workhuman-sdk-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

Workhuman sdk patterns for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems. Trigger: "workhuman sdk patterns".

wispr-sdk-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

Wispr Flow sdk patterns for voice-to-text API integration. Use when integrating Wispr Flow dictation, WebSocket streaming, or building voice-powered applications. Trigger: "wispr sdk patterns".

windsurf-sdk-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

Apply production-ready Windsurf workspace configuration and Cascade interaction patterns. Use when configuring .windsurfrules, workspace rules, MCP servers, or establishing team coding standards for Windsurf AI. Trigger with phrases like "windsurf patterns", "windsurf best practices", "windsurf config patterns", "windsurfrules", "windsurf workspace".

windsurf-reliability-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

Implement reliable Cascade workflows with checkpoints, rollback, and incremental editing. Use when building fault-tolerant AI coding workflows, preventing Cascade from breaking builds, or establishing safe practices for multi-file AI edits. Trigger with phrases like "windsurf reliability", "cascade safety", "windsurf rollback", "cascade checkpoint", "safe cascade workflow".

webflow-sdk-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

Apply production-ready Webflow SDK patterns — singleton client, typed error handling, pagination helpers, and raw response access for the webflow-api package. Use when implementing Webflow integrations, refactoring SDK usage, or establishing team coding standards. Trigger with phrases like "webflow SDK patterns", "webflow best practices", "webflow code patterns", "idiomatic webflow", "webflow typescript".

vercel-sdk-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

Production-ready Vercel REST API patterns with typed fetch wrappers and error handling. Use when integrating with the Vercel API programmatically, building deployment tools, or establishing team coding standards for Vercel API calls. Trigger with phrases like "vercel SDK patterns", "vercel API wrapper", "vercel REST API client", "vercel best practices", "idiomatic vercel API".

vercel-reliability-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

Implement reliability patterns for Vercel deployments including circuit breakers, retry logic, and graceful degradation. Use when building fault-tolerant serverless functions, implementing retry strategies, or adding resilience to production Vercel services. Trigger with phrases like "vercel reliability", "vercel circuit breaker", "vercel resilience", "vercel fallback", "vercel graceful degradation".

veeva-sdk-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

Veeva Vault sdk patterns for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva sdk patterns".

vastai-sdk-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

Apply production-ready Vast.ai SDK patterns for Python and REST API. Use when implementing Vast.ai integrations, refactoring SDK usage, or establishing coding standards for GPU cloud operations. Trigger with phrases like "vastai SDK patterns", "vastai best practices", "vastai code patterns", "idiomatic vastai".

twinmind-sdk-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

Apply production-ready TwinMind SDK patterns for TypeScript and Python. Use when implementing TwinMind integrations, refactoring API usage, or establishing team coding standards for meeting AI integration. Trigger with phrases like "twinmind SDK patterns", "twinmind best practices", "twinmind code patterns", "idiomatic twinmind".

together-sdk-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

Together AI sdk patterns for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together sdk patterns".

techsmith-sdk-patterns

1868
from jeremylongshore/claude-code-plugins-plus-skills

TechSmith sdk patterns for Snagit COM API and Camtasia automation. Use when working with TechSmith screen capture and video editing automation. Trigger: "techsmith sdk patterns".