Firecrawl Scrape
firecrawl/skills
Read a known webpage or execute a discovered workflow or data-provider capability.
Audit a Firecrawl integration for legacy v1 calls, unbounded crawls, incomplete pagination, unsafe retries, retention mistakes, and untrusted-content handling.
Install Firecrawl Known Pitfalls
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-known-pitfalls -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace firecrawl-known-pitfalls --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/firecrawl-known-pitfalls .claude/skills/firecrawl-known-pitfalls && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "firecrawl-known-pitfalls" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/firecrawl-known-pitfalls into .claude/skills/firecrawl-known-pitfalls/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-known-pitfalls", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/firecrawl-known-pitfallsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-known-pitfalls -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace firecrawl-known-pitfalls --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/firecrawl-known-pitfalls .agents/skills/firecrawl-known-pitfalls && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "firecrawl-known-pitfalls" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/firecrawl-known-pitfalls into .agents/skills/firecrawl-known-pitfalls/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-known-pitfalls", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-known-pitfalls -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace firecrawl-known-pitfalls --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/firecrawl-known-pitfalls .cursor/skills/firecrawl-known-pitfalls && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "firecrawl-known-pitfalls" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/firecrawl-known-pitfalls into .cursor/skills/firecrawl-known-pitfalls/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-known-pitfalls", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/firecrawl-known-pitfalls--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-known-pitfalls -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace firecrawl-known-pitfalls --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/firecrawl-known-pitfalls .gemini/skills/firecrawl-known-pitfalls && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "firecrawl-known-pitfalls" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/firecrawl-known-pitfalls into .gemini/skills/firecrawl-known-pitfalls/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-known-pitfalls", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace firecrawl-known-pitfallsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-known-pitfalls -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/firecrawl-known-pitfalls .github/skills/firecrawl-known-pitfalls && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "firecrawl-known-pitfalls" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/firecrawl-known-pitfalls into .github/skills/firecrawl-known-pitfalls/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-known-pitfalls", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-known-pitfalls -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace firecrawl-known-pitfalls --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/firecrawl-known-pitfalls .opencode/skills/firecrawl-known-pitfalls && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "firecrawl-known-pitfalls" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/firecrawl-known-pitfalls into .opencode/skills/firecrawl-known-pitfalls/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-known-pitfalls", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
firecrawl-known-pitfalls- GitHub stars
- 2.8k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 478 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Audit a Firecrawl integration for legacy v1 calls, unbounded crawls, incomplete pagination, unsafe retries, retention mistakes, and untrusted-content handling.
- Works in 7 steps: Locate Firecrawl dependencies, imports,… → Flag legacy v0/v1 routes or… → Find every crawl, batch, search, agent,… → …
- Onboarding maintainers
- SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 7 more sections
- Needs FIRECRAWL_API_KEY
What it does
Firecrawl Known Pitfalls is an agent skill from jeremylongshore/tons-of-skills-marketplace. Audit a Firecrawl integration for legacy v1 calls, unbounded crawls, incomplete pagination, unsafe retries, retention mistakes, and untrusted-content handling. Use when reviewing code or onboarding maintainers. Trigger with "Firecrawl pitfalls", "review Firecrawl code", or "Firecrawl anti-patterns".
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; Firecrawl Cloud work requires network access
It sits in Data & Analytics, covering Web scraping. It works with Firecrawl. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- Onboarding maintainers
- With Firecrawl pitfalls
- Review Firecrawl code
- Firecrawl anti-patterns
Example prompts
- “Firecrawl pitfalls”
- “review Firecrawl code”
- “Firecrawl anti-patterns”
- “/firecrawl-known-pitfalls”
Requirements
- A credential in FIRECRAWL_API_KEY
- Compatibility (from SKILL.md): Designed for Claude Code; Firecrawl Cloud work requires network access
- Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Locate Firecrawl dependencies, imports, wrapper clients, REST paths, config, queues, webhooks, stores, tests, and deployment files.
- Flag legacy v0/v1 routes or FirecrawlApp-style methods unless they are intentionally isolated behind the documented feature-frozen…
- Find every crawl, batch, search, agent, and browser call. Require explicit scope, credit/time limits, cancellation ownership, and…
- Verify SDK versus REST response handling, metadata.statusCode checks, complete pagination, terminal-state handling, and idempotent webhook…
- Compare retry logic with the official error catalog. Reject retries for auth, credits, restrictions, validation, and other non-retryable…
- Trace scraped or extracted content into logs, prompts, stores, and actions. Require sanitization, provenance, prompt-injection boundaries…
- Rank findings by exploitability and impact, propose minimal fixes and regression tests, and verify the corrected paths.
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepWriteEdit
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
FIRECRAWL_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code; Firecrawl Cloud work requires network access
From compatibility in the SKILL.md frontmatter.
Context cost
Firecrawl Known Pitfalls loads about 1.1k tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 81 tokens; SKILL.md has 478 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 478 words, ~1,111 tokens.
Download SKILL.mdSave it as
.claude/skills/firecrawl-known-pitfalls/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- firecrawl-known-pitfalls
- description
- Audit a Firecrawl integration for legacy v1 calls, unbounded crawls, incomplete pagination, unsafe retries, retention mistakes, and untrusted-content handling. Use when reviewing code or onboarding maintainers. Trigger with "Firecrawl pitfalls", "review Firecrawl code", or "Firecrawl anti-patterns".
- allowed-tools
- Read, Glob, Grep, Write, Edit
- compatibility
- Designed for Claude Code; Firecrawl Cloud work requires network access
- argument-hint
- <repository-path> [changed-files]
- version
- 1.12.0
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- saas, firecrawl, review, reliability
- model
- inherit
- effort
- high
Firecrawl Integration Pitfall Review
Overview
Find high-impact failure modes before production. Tie every finding to current Firecrawl behavior and repository evidence instead of applying a generic checklist.
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
Common current hazards include legacy scrapeUrl/crawlUrl method names, implicit crawl scope, confusing API success with origin status, dropping pagination, retrying 4xx errors, assuming one credit per request, trusting scraped instructions, enabling cache on sensitive data, skipping webhook HMAC verification, and exposing the self-host quickstart.
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
- Locate Firecrawl dependencies, imports, wrapper clients, REST paths, config, queues, webhooks, stores, tests, and deployment files.
- Flag legacy v0/v1 routes or FirecrawlApp-style methods unless they are intentionally isolated behind the documented feature-frozen compatibility surface.
- Find every crawl, batch, search, agent, and browser call. Require explicit scope, credit/time limits, cancellation ownership, and environment policy.
- Verify SDK versus REST response handling, metadata.statusCode checks, complete pagination, terminal-state handling, and idempotent webhook processing.
- Compare retry logic with the official error catalog. Reject retries for auth, credits, restrictions, validation, and other non-retryable failures.
- Trace scraped or extracted content into logs, prompts, stores, and actions. Require sanitization, provenance, prompt-injection boundaries, retention, and deletion.
- Rank findings by exploitability and impact, propose minimal fixes and regression tests, and verify the corrected paths.
Show full SKILL.md (183 more words)Show less
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 changing dependencies, expanding crawl scope, enabling raw formats/actions, weakening cache or retention safeguards, or auto-fixing production code.
Output
Return evidence-linked findings, severity, affected paths, current contract, recommended patch, tests, approvals, and residual risk. Report clean controls as evidence, not as a blanket assurance.
Error Handling
- Current docs disagree with installed types: pin both versions and resolve the discrepancy before editing.
- The target policy is missing: report the missing authority rather than assuming scraping is allowed.
- A fix would change behavior broadly: isolate it behind a canary and rollback boundary.
Examples
- "Review our Firecrawl wrapper" checks v2 methods, pagination, retries, provenance, and data boundaries.
- "All requests return 200" still fails if captured documents have metadata.statusCode errors.
Resources
Read official Firecrawl evidence before relying on an endpoint, SDK method, plan limit, price, retention option, or self-hosted release.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in skills/.curated/firecrawl-known-pitfalls of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Firecrawl Known Pitfalls next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Firecrawl Known Pitfalls this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Firecrawl Scrapefirecrawl/skills | 117 | — | ~1.8k | Automated safety check: Pass | ISC | |
| Firecrawl Agentfirecrawl/skills | 117 | — | ~1.2k | Automated safety check: Pass | ISC | |
| Firecrawl Company Directoriesfirecrawl/skills | 117 | — | ~557 | Automated safety check: Pass | ISC | |
| Firecrawl Competitive Intelfirecrawl/skills | 117 | — | ~604 | Automated safety check: Pass | ISC | |
| Firecrawlzapier/connectors | 177 | — | ~4.2k | Automated safety check: Pass | Elastic-2.0 |
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Related
Works with
Categories
Questions about Firecrawl Known Pitfalls
What does Firecrawl Known Pitfalls do?
Audit a Firecrawl integration for legacy v1 calls, unbounded crawls, incomplete pagination, unsafe retries, retention mistakes, and untrusted-content handling. Firecrawl Known Pitfalls is an agent skill from jeremylongshore/tons-of-skills-marketplace. Audit a Firecrawl integration for legacy v1 calls, unbounded crawls, incomplete pagination, unsafe retries, retention mistakes, and untrusted-content handling.
When should I use Firecrawl Known Pitfalls?
Firecrawl Known Pitfalls fits situations like: onboarding maintainers; with Firecrawl pitfalls; review Firecrawl code; firecrawl anti-patterns.
How do I install Firecrawl Known Pitfalls in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-known-pitfalls -a claude-code`. Or copy the skill folder (skills/.curated/firecrawl-known-pitfalls in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/firecrawl-known-pitfalls in your project. Claude Code loads it when a task matches its description.
How do I install Firecrawl Known Pitfalls in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-known-pitfalls -a codex`. Or copy the skill folder (skills/.curated/firecrawl-known-pitfalls in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/firecrawl-known-pitfalls in your project. Codex loads it when a task matches its description.
Can I use Firecrawl Known Pitfalls in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill firecrawl-known-pitfalls -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/firecrawl-known-pitfalls, .gemini/skills/firecrawl-known-pitfalls, .github/skills/firecrawl-known-pitfalls and .opencode/skills/firecrawl-known-pitfalls in your project.
What does Firecrawl Known Pitfalls need to run?
Going by SKILL.md and its folder, Firecrawl Known Pitfalls needs credentials named FIRECRAWL_API_KEY. Our summary lists: A credential in FIRECRAWL_API_KEY. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; Firecrawl Cloud work requires network access.
Does Firecrawl Known Pitfalls access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Firecrawl Known Pitfalls safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Firecrawl Known Pitfalls use?
Firecrawl Known Pitfalls is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Firecrawl Known Pitfalls use?
About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 439 tokens, read only when the agent opens those files.
What are the alternatives to Firecrawl Known Pitfalls?
Skills that share tags, products or a category with Firecrawl Known Pitfalls: Firecrawl Scrape (firecrawl/skills, 117 stars), Firecrawl Agent (firecrawl/skills, 117 stars), Firecrawl Company Directories (firecrawl/skills, 117 stars) and Firecrawl Competitive Intel (firecrawl/skills, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Firecrawl Known Pitfalls?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.