Atlas / Skills / jeremylongshore / Firecrawl Core Workflow A

Firecrawl Core Workflow ASAFE

skills/jeremylongshore/firecrawl-core-workflow-a

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
2 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
cursormentioned
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-core-workflow-a
description: >-
  Implement current Firecrawl v2 scrape and crawl flows with bounded discovery, pagination, content validation, and durable receipts. Use when collecting one page or a governed site corpus. Trigger with "Firecrawl scrape", "crawl this site", or "build a Firecrawl corpus".
allowed-tools: Read,Glob,Grep,Write,Edit
argument-hint: "<url> [scrape|crawl]"
version: 1.12.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags: [saas, firecrawl, scrape, crawl]
model: inherit
effort: high
compatibility: "Designed for Claude Code; Firecrawl Cloud work requires network access"
---
# Firecrawl Scrape and Crawl Workflow

## Overview

Use scrape for one URL and crawl for recursive discovery. Keep the authorization basis, scope, cost ceiling, result completeness, and storage decision explicit.

## 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

The current Node client is Firecrawl from the firecrawl package; Python uses Firecrawl from firecrawl-py. Use scrape for a single URL, crawl as the waiter, startCrawl for asynchronous submission, getCrawlStatus for status and pagination, and cancelCrawl for cancellation. REST uses the /v2 routes and Bearer authentication.

## 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. Confirm the target is authorized, normalize its origin, and document allowed paths, excluded paths, subdomain/external-link policy, desired formats, and freshness.
2. Create the client from FIRECRAWL_API_KEY for authenticated work. Keep the key in a secret manager and never place it in source, arguments, logs, or generated examples.
3. For one page, call scrape with only the required formats and options. Validate the returned document, metadata.sourceURL, metadata.statusCode, and required content fields.
4. For a site, set an explicit crawl limit and path/depth policy. Use crawl when blocking is acceptable or startCrawl when another worker owns status and cancellation.
5. Retrieve every required result page. Preserve the next cursor or URL until pagination is complete, and record partial completion separately from terminal success.
6. Deduplicate by canonical source URL and content hash, validate output quality, and write only approved fields to the downstream store.
7. Emit counts, creditsUsed when returned, cache state, failures, policy version, and rollback/cancellation outcome without logging page bodies.

## 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 authenticated-page scraping, external-link traversal, increasing scope or limit, enabling sensitive headers/actions, or retaining raw HTML, screenshots, or personal data.

## Output

Return normalized scope, endpoint and SDK method, job ID where applicable, pagination completion, accepted/rejected counts, content-quality checks, retention decision, and a redacted run receipt.

## Error Handling

- Captured origin error page: quarantine by metadata.statusCode and do not index it as successful content.
- Async job exceeds its deadline: cancel when safe, persist the cursor and receipt, and require an explicit resume decision.
- Output fails schema or quality checks: retain only permitted evidence and route the page to review.

## Examples

- "Scrape this release note" selects one v2 scrape and validates the returned document.
- "Crawl our docs" requires path rules, an explicit limit, pagination ownership, and a cancellation plan.

## 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-core-workflow-a.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 Core Workflow A 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 Core Workflow A 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 Core Workflow A access on my machine?

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

Which assistants does Firecrawl Core Workflow A work with?

Its documentation mentions claude-code and cursor. 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.

Advertisement