Atlas / Skills / jeremylongshore / Firecrawl Advanced Troubleshooting

Firecrawl Advanced TroubleshootingSAFE

skills/jeremylongshore/firecrawl-advanced-troubleshooting

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-advanced-troubleshooting
description: >-
  Isolate difficult Firecrawl v2 failures by separating caller, authentication, request, queue, rendering, origin, and result-processing evidence. Use when routine fixes fail or results are empty, partial, slow, or inconsistent. Trigger with "debug Firecrawl deeply", "empty Firecrawl result", or "stuck Firecrawl job".
allowed-tools: Read,Glob,Grep,Write,Edit
argument-hint: "<repository-path> <failing-operation-or-job-id>"
version: 1.12.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags: [saas, firecrawl, troubleshooting, operations]
model: inherit
effort: high
compatibility: "Designed for Claude Code; Firecrawl Cloud work requires network access"
---
# Firecrawl Layered Troubleshooting

## Overview

Diagnose a failing integration without leaking API keys or scraped content. Change one variable at a time and distinguish Firecrawl transport failures from target-site behavior and downstream parsing defects.

## 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

Treat the v2 endpoint reference and the installed SDK types as the contract. SDK calls return the data object directly, REST errors normally return success false plus an error string, and completed crawl or batch results may require pagination. Use metadata.statusCode to distinguish a captured origin error page from a Firecrawl request failure.

## 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. Record the client package, resolved version, runtime, endpoint family, request class, opaque request or job ID, and first failing timestamp. Redact URLs when their paths or queries are sensitive.
2. Reproduce with one approved public or synthetic URL and the smallest output format. If that succeeds, the credential and base route are probably sound; do not infer that the target is healthy.
3. Compare the failing request with the current v2 schema. Remove optional actions, headers, proxy choices, JSON extraction, and cache overrides one at a time.
4. For async work, inspect queue status, job state, pagination cursor, crawl errors, and terminal status. Do not call a running job failed only because the first status page has no documents.
5. Classify the result as request validation, authentication, credits, rate/concurrency, rendering, origin response, extraction/schema, retention-policy conflict, or downstream processing.
6. Retry only statuses marked retryable by the official error catalog. Honor Retry-After when present, use bounded jittered backoff, and retain the original idempotency decision.
7. Reintroduce options individually, verify the smallest fix on a canary, and produce a redacted evidence receipt before rollout.

## 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 testing a private or authenticated target, changing proxy or location policy, increasing a crawl limit, weakening retention controls, rotating a key, or sending evidence to Firecrawl support.

## Output

Return a layer-by-layer diagnosis, minimal reproducer, retry classification, redacted evidence, confirmed root cause or remaining hypotheses, proposed fix, canary result, and rollback condition.

## Error Handling

- No reproducible failure: preserve the evidence and add targeted telemetry instead of guessing.
- Origin returns 403 or 404 as a document: stop automatic retries and review target authorization and policy.
- Evidence would expose content or credentials: replace it with hashes, sizes, statuses, and opaque IDs.

## Examples

- "The crawl is stuck" inspects job state, queue pressure, pagination, and crawl errors before changing code.
- "Markdown is empty" compares a minimal scrape, metadata.statusCode, rendering options, and downstream filters.

## 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-advanced-troubleshooting.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 Advanced Troubleshooting 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 Advanced Troubleshooting 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 Advanced Troubleshooting access on my machine?

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

Which assistants does Firecrawl Advanced Troubleshooting 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.

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