Atlas / Skills / jeremylongshore / Firecrawl Local Dev Loop

Firecrawl Local Dev LoopSAFE

skills/jeremylongshore/firecrawl-local-dev-loop

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-local-dev-loop
description: >-
  Build a deterministic Firecrawl development loop with SDK fakes, recorded synthetic contracts, and an optional trusted-network self-hosted stack. Use when developing without production data or routine Cloud spend. Trigger with "Firecrawl local dev", "mock Firecrawl", or "self-host Firecrawl locally".
allowed-tools: Read,Glob,Grep,Write,Edit
argument-hint: "<repository-path> [mock|self-host]"
version: 1.12.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags: [saas, firecrawl, local-development, testing]
model: inherit
effort: high
compatibility: "Designed for Claude Code; Firecrawl Cloud work requires network access"
---
# Firecrawl Local Development Loop

## Overview

Keep routine development offline and deterministic. Use self-hosting only when behavior must be exercised end to end, and treat the official Compose quickstart as a local evaluation stack.

## 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 self-host guide pins a specific verified release, exposes the API on localhost port 3002, and disables database authentication for its first-run baseline. It explicitly lacks production authentication, durable storage, TLS, high availability, and several Cloud capabilities. Its release and Compose contract must be re-read before use.

## 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. Inspect the application runtime, official SDK version, wrapper boundary, test framework, and operations the integration actually uses.
2. Define typed adapter interfaces for scrape, crawl submission/status, batch, map/search, and any other required methods so tests do not mock internals.
3. Create synthetic fixtures for direct SDK documents, REST envelopes, origin error pages, paginated jobs, throttling, credits, policy denial, invalid extraction, and webhook signatures.
4. Run unit and contract tests against fakes by default. Prohibit production keys, real customer URLs, captured bodies, and external network access.
5. When end-to-end behavior is necessary, follow the current official self-host guide at its pinned release on a trusted local network. Do not improvise a one-container substitute.
6. Verify readiness separately from one functional /v2/scrape, record unsupported features, and tear down or isolate the evaluation stack after use.
7. Keep lockfiles, fixtures, contract pins, and local setup instructions current; add a regression before fixing each discovered defect.

## 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 starting Docker services, downloading a new release, using Cloud from local tests, capturing a real page, or retaining self-hosted databases.

## Output

Return adapter boundaries, fixture inventory, commands the operator should run, contract pin, self-host capability gaps, test results, network/secret posture, and cleanup state.

## Error Handling

- Fixture drifts from the pinned contract: update through review, not from a live production payload.
- Self-host stack is reachable outside the trusted host: stop it and correct network controls.
- A Cloud-only feature is required: use a protected test environment instead of pretending local parity.

## Examples

- "Mock Firecrawl crawl status" adds paginated and terminal synthetic fixtures at the adapter.
- "Use the local quickstart in production" is rejected because the documented baseline disables critical controls.

## 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-local-dev-loop.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 Local Dev Loop 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 Local Dev Loop 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 Local Dev Loop access on my machine?

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

Which assistants does Firecrawl Local Dev Loop 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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