Atlas / Skills / jeremylongshore / Firecrawl Performance Tuning

Firecrawl Performance TuningSAFE

skills/jeremylongshore/firecrawl-performance-tuning

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-performance-tuning
description: >-
  Improve Firecrawl latency and throughput through measured scope, formats, cache freshness, async selection, pagination, and concurrency controls. Use when a valid integration is too slow. Trigger with "speed up Firecrawl", "Firecrawl latency", or "optimize crawl performance".
allowed-tools: Read,Glob,Grep,Write,Edit
argument-hint: "<repository-path> <latency-or-throughput-slo>"
version: 1.12.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags: [saas, firecrawl, performance, optimization]
model: inherit
effort: high
compatibility: "Designed for Claude Code; Firecrawl Cloud work requires network access"
---
# Firecrawl Performance Tuning

## Overview

Tune the whole path from submission to accepted downstream record. Preserve freshness, completeness, target policy, and cost while changing one control at a time.

## 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 v2 cache behavior is controlled by maxAge/minAge and related options; current defaults and effects belong to the scrape documentation. Crawl and batch provide waiter and asynchronous paths, pagination can dominate retrieval time, and queue wait consumes request timeout. maxConcurrency affects page processing but remains bounded by team capacity.

## 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 an SLO and baseline for submission, queue, processing, pagination, validation, storage, freshness, accepted-result rate, and credits.
2. Segment by operation, target class, format, cache state, origin status, content size, and async job size without putting raw URLs or content in metrics.
3. Remove unnecessary formats, actions, waits, screenshots, raw HTML, JSON extraction, and over-broad crawl scope before adding concurrency.
4. Set maxAge or cache-only behavior only when the freshness SLA permits it. Verify cacheState and quality rather than assuming a cache hit is acceptable.
5. Use batch for known URL sets, async submission for long work, and complete pagination efficiently. Bound maxConcurrency below observed team capacity.
6. Tune one factor per canary, compare tail latency and accepted-output quality, and watch rate, concurrency, queue, origin, and credit effects.
7. Promote only improvements that meet all guardrails; retain baseline, candidate, and rollback evidence.

## 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 reducing freshness, enabling storage/cache on sensitive sources, increasing concurrency or scope, changing formats, or accepting lower completeness.

## Output

Return the baseline, bottleneck attribution, controlled experiment, configuration delta, latency/throughput/quality/cost results, queue effects, chosen setting, and rollback threshold.

## Error Handling

- Faster result has stale or incomplete content: reject the optimization.
- Queue time dominates: reduce producers or change scheduling before increasing timeouts.
- Metrics mix transport and accepted-content success: repair measurement before tuning.

## Examples

- "Scrapes take ten seconds" separates origin/rendering, cache, queue, and downstream time.
- "Increase all concurrency" is replaced with a stepped canary inside team and target limits.

## 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-performance-tuning.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 Performance Tuning 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 Performance Tuning 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 Performance Tuning access on my machine?

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

Which assistants does Firecrawl Performance Tuning 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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