Firecrawl Load ScaleSAFE
Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.
Overview
Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.
4f83675ca38aOBSERVED · 2026-10-08Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| claude-code | mentioned |
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-load-scale description: >- Measure Firecrawl throughput under plan, team rate, browser concurrency, queue, timeout, target-policy, and credit constraints. Use when planning or validating scale. Trigger with "load test Firecrawl", "Firecrawl concurrency", or "scale Firecrawl". allowed-tools: Read,Glob,Grep,Write,Edit argument-hint: "<repository-path> <load-profile>" version: 1.12.0 license: MIT author: Jeremy Longshore <[email protected]> tags: [saas, firecrawl, performance, capacity] model: inherit effort: high compatibility: "Designed for Claude Code; Firecrawl Cloud work requires network access" --- # Firecrawl Capacity and Load Validation ## Overview Find the safe operating envelope with synthetic or explicitly authorized targets. A load test must not become an uncontrolled scrape campaign or consume unapproved credits. ## 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 Firecrawl separates per-team requests-per-minute limits from concurrent browser capacity. Work beyond browser capacity can queue, queue time counts against request timeout, and queue status exposes availability. Crawl and batch calls also accept maxConcurrency, while a crawl delay forces concurrency to one. ## 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 the approved target set, environment, maximum requests/pages/credits, concurrency steps, duration, stop thresholds, and owner. Prefer a controlled synthetic origin. 2. Measure a single-worker baseline for submission latency, completion latency, throughput, queue time, error classes, origin status, output size, quality, and credit usage. 3. Increase producer concurrency in small steps below the current plan/team limits. Observe Firecrawl queue status and the application's own backlog separately. 4. For crawl or batch, test maxConcurrency and explicit limits; do not assume client request concurrency equals page-processing concurrency. 5. Exercise 429 rate pressure, concurrency queuing, Retry-After handling, timeout, cancellation, partial pagination, and backpressure using synthetic responses before live load. 6. Stop on error, spend, target-load, latency, queue-age, or quality thresholds. Drain or cancel work according to the test plan. 7. Report the sustainable envelope with headroom, bottleneck evidence, configuration, cost, and rollback; never publish captured 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 live load, increasing credits or plan capacity, using third-party targets, changing target delay/concurrency, or extending the test window. ## Output Return the load profile, target authorization, baseline and stepped metrics, queue behavior, throttle/error counts, credits, sustainable envelope, stop event, cleanup, and capacity recommendation. ## Error Handling - Queue grows without stable throughput: stop producers and drain before testing another step. - Target-origin failures rise: treat target protection as a stop condition, not a reason to add proxies. - Credit telemetry is delayed: hold the next step until async usage settles. ## Examples - "Can we run 100 workers?" derives the answer from current team limits and a stepped test. - "Stress a competitor's site" is refused because target authorization is absent. ## 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.
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.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | PASS |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (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.
4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__firecrawl-load-scale.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | 4f83675ca38a | SAFE | B | 89 | first audit |
Questions
What does the Firecrawl Load Scale 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 Load Scale 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 Load Scale access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does Firecrawl Load Scale 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.