Atlas / Skills / jeremylongshore / Firecrawl Reliability Patterns

Firecrawl Reliability PatternsSAFE

skills/jeremylongshore/firecrawl-reliability-patterns

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.12.0
Hosts
1 documented
License
MIT
Stars
2,823
01

Overview

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Read from source at commit 4f83675ca38aOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: firecrawl-reliability-patterns
description: >-
  Implement bounded retries, durable async state, pagination, idempotency, reconciliation, circuit breaking, cancellation, and degraded modes for Firecrawl v2. Use when hardening a production integration. Trigger with "Firecrawl reliability", "Firecrawl retries", or "resilient Firecrawl".
allowed-tools: Read,Glob,Grep,Write,Edit
argument-hint: "<repository-path> <operation>"
version: 1.12.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags: [saas, firecrawl, reliability, resilience]
model: inherit
effort: high
compatibility: "Designed for Claude Code; Firecrawl Cloud work requires network access"
---
# Firecrawl Reliability Controls

## Overview

Make every unit of work recoverable without duplicate collection or downstream writes. Provider retry, client retry, queue replay, webhook redelivery, and operator replay must share one idempotency model.

## Prerequisites

- The target repository or integration path and the requested operator outcome.
- The source authorization, data classification, and environment policy.
- Current Firecrawl documentation, credentials only when needed, and an owner for approvals.

## Current Contract

Only errors classified retryable by Firecrawl's current error catalog should enter automatic backoff. Async crawl, batch, agent, and related jobs require durable IDs and terminal-state handling; crawl and batch results may paginate. Webhooks retry delivery on their schedule, while status reconciliation remains necessary after missed or exhausted delivery.

## Authentication

For authenticated Cloud operations, inject FIRECRAWL_API_KEY from an approved
secret manager. REST requests use Authorization: Bearer with the key. Never print,
commit, transmit, or place a key in a URL. Keyless access is suitable only where
the current documentation explicitly allows it and the workload accepts its
limits; production workflows should make identity and team ownership explicit.

## Instructions

1. Define a stable work identity from tenant, approved source, operation, policy version, and requested version; store attempts and downstream state durably.
2. Separate submission from completion. Persist the provider job ID before acknowledging work and resume status/pagination from durable state.
3. Classify validation, authentication, credits, restrictions, origin responses, rate/concurrency, timeouts, server failures, and downstream errors independently.
4. Retry only documented retryable classes with jitter, Retry-After, maximum attempts, total deadline, and a circuit breaker. Never rotate keys to evade limits.
5. Make page acceptance, storage, indexing, webhook handling, and tombstones idempotent. Deduplicate webhook deliveries by webhookId plus event context.
6. Reconcile provider job state, all result pages, accepted/rejected totals, downstream receipts, and spend on a schedule; cancel abandoned work where safe.
7. Exercise crash-after-submit, crash-after-write, duplicate webhook, partial pagination, provider outage, stale cache, and rollback in tests.

## Tool Discipline

Use Read, Glob, and Grep to inspect code, configuration, tests, and evidence. Use
Write/Edit only for approved implementation or documentation changes. Do not call
Firecrawl, rotate keys, change account settings, scrape a target, or deploy merely
because this skill was invoked.

## Approval Boundaries

Require approval before expanding retry budgets, replaying production jobs, cancelling shared work, using stale data as a degraded mode, or bypassing a circuit breaker.

## Output

Return the state machine, idempotency keys, retry matrix, circuit and backpressure policy, reconciliation algorithm, degraded modes, test results, and recovery/rollback receipt.

## Error Handling

- Job ID was not persisted: search only through approved evidence; do not submit a duplicate blindly.
- Pagination is incomplete: mark the result partial and withhold completeness claims.
- Provider and downstream state cannot reconcile: stop automated replay and escalate with redacted evidence.

## Examples

- "Make crawl jobs restartable" persists job and pagination state before acknowledgment.
- "Retry every failure forever" is replaced with documented classes, deadlines, and a circuit breaker.

## Resources

Read [official Firecrawl evidence](references/official-docs.md) before relying on
an endpoint, SDK method, plan limit, price, retention option, or self-hosted release.
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__firecrawl-reliability-patterns.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-084f83675ca38aSAFEB89first audit
06

Questions

What does the Firecrawl Reliability Patterns skill do?

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Is Firecrawl Reliability Patterns safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Firecrawl Reliability Patterns access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Firecrawl Reliability Patterns work with?

Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f83675ca38a), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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