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Agent skill

Firecrawl Demo Walkthrough

by firecrawl in firecrawl/skills

Walk through a product's key flows with Firecrawl browser and produce a structured UX/product walkthrough.

ISCAuto-check passedData & Analytics

Install Firecrawl Demo Walkthrough

skills CLI
$ npx skills add firecrawl/skills --skill firecrawl-demo-walkthrough -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install firecrawl/skills firecrawl-demo-walkthrough --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/firecrawl/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/workflows/firecrawl-demo-walkthrough .claude/skills/firecrawl-demo-walkthrough && rm -rf skills-src

Use ~/.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/

Facts

Skill name
firecrawl-demo-walkthrough
GitHub stars
117
Token cost
~555 tokens
SKILL.md length
166 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
ISC

At a glance

Walk through a product's key flows with Firecrawl browser and produce a structured UX/product walkthrough.

  • Product demo prep
  • SKILL.md covers Onboarding Interview, Firecrawl Collection Plan, Parallel Work and Final Deliverable, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • First-run experience analysis

What it does

Firecrawl Demo Walkthrough is an agent skill from firecrawl/skills. Walk through a product's key flows with Firecrawl browser and produce a structured UX/product walkthrough. Use for signup, onboarding, pricing, docs, dashboard, product demo prep, UX teardown, and first-run experience analysis.

Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Data & Analytics, covering Web scraping. It works with Firecrawl. The licence is ISC.

When your agent uses it

  • Product demo prep
  • First-run experience analysis

Example prompts

  • “/firecrawl-demo-walkthrough”

Requirements

  • A credential in FIRECRAWL_API_KEY

What it can do on your machine

Read from SKILL.md and the folder at commit 5348e9e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    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 no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Firecrawl Demo Walkthrough loads about 555 tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 166 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~64
When it runs · the whole SKILL.md, loaded when a task matches
~555

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 firecrawl/skills at commit 5348e9e, republished under its ISC licence (© firecrawl). 166 words, ~555 tokens.

Download SKILL.mdSave it as .claude/skills/firecrawl-demo-walkthrough/SKILL.md (or your agent's skills folder).
name
firecrawl-demo-walkthrough
description
Walk through a product's key flows with Firecrawl browser and produce a structured UX/product walkthrough. Use for signup, onboarding, pricing, docs, dashboard, product demo prep, UX teardown, and first-run experience analysis.
license
ISC
metadata.author
firecrawl
metadata.version
0.1.0
metadata.homepage
https://www.firecrawl.dev
metadata.source
https://github.com/firecrawl/firecrawl-workflows

Firecrawl Demo Walkthrough

Use this to document a product experience step by step.

Onboarding Interview

Infer the product URL, flow focus, and output format from context. If the URL is clear, proceed immediately.

Ask at most 1-3 concise questions only if blocked, such as the URL, desired flow focus, or credentials/constraints for protected areas.

Firecrawl Collection Plan

Use Firecrawl browser to open the product and navigate key flows. Snapshot at each step, scrape pages when useful, and document what the user sees and can do.

Do not submit real credentials, purchases, or irreversible actions unless the user explicitly instructs and has permission.

Parallel Work

If appropriate, use sub-agents or equivalent parallel task runners:

  • Homepage and Marketing
  • Signup and Onboarding
  • Pricing and Plans
  • Docs and Developer Experience
  • Dashboard and Core Product
  • Help and Support

Each walker should return screens visited, actions taken, observations, friction, and source URLs.

Final Deliverable

markdown
# Product Walkthrough: [Product]

## Product Overview
[What the product does]

## Flow Walkthroughs
### [Flow Name]
1. [Screen/Page] - what appears and what action is available
2. [Next Screen] - what changes

## Key Findings
[First impression, standout patterns, friction points]

## Recommendations
[UX/product improvements]

## Pages Visited
[URLs]

## Rerun Inputs
workflow: firecrawl-demo-walkthrough
url: [url]
focus: [full/signup/pricing/docs/dashboard]

Quality Bar

  • Be specific about screens, CTAs, forms, and transitions.
  • Separate observation from opinion.
  • Preserve every page visited.

© firecrawl, ISC. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/workflows/firecrawl-demo-walkthrough of firecrawl/skills.

Open the folder on GitHubat commit 5348e9e

Compare with similar skills

Firecrawl Demo Walkthrough 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.

Firecrawl Demo Walkthrough compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Firecrawl Demo Walkthrough this skillfirecrawl/skills117—~555Automated safety check: PassISC
Firecrawlzapier/connectors176—~4.2kAutomated safety check: PassElastic-2.0
SEO Firecrawlseranking/seo-skills160—~2.3kAutomated safety check: PassMIT
Keirouter Web Fetchmydisha/keirouter147—~741Automated safety check: PassMIT
Firecrawl Scraperdavila7/claude-code-templates32k7 repos~253Automated safety check: PassMIT
FirecrawlPrism-Shadow/penguin-harness2.5k—~902Automated safety check: PassApache-2.0

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Works with

Categories

Questions about Firecrawl Demo Walkthrough

What does Firecrawl Demo Walkthrough do?

Walk through a product's key flows with Firecrawl browser and produce a structured UX/product walkthrough. Firecrawl Demo Walkthrough is an agent skill from firecrawl/skills. Walk through a product's key flows with Firecrawl browser and produce a structured UX/product walkthrough.

When should I use Firecrawl Demo Walkthrough?

Firecrawl Demo Walkthrough fits situations like: product demo prep; first-run experience analysis.

How do I install Firecrawl Demo Walkthrough in Claude Code?

Run `npx skills add firecrawl/skills --skill firecrawl-demo-walkthrough -a claude-code`. Or copy the skill folder (skills/workflows/firecrawl-demo-walkthrough in firecrawl/skills) into .claude/skills/firecrawl-demo-walkthrough in your project. Claude Code loads it when a task matches its description.

How do I install Firecrawl Demo Walkthrough in Codex?

Run `npx skills add firecrawl/skills --skill firecrawl-demo-walkthrough -a codex`. Or copy the skill folder (skills/workflows/firecrawl-demo-walkthrough in firecrawl/skills) into .agents/skills/firecrawl-demo-walkthrough in your project. Codex loads it when a task matches its description.

Can I use Firecrawl Demo Walkthrough 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 firecrawl/skills --skill firecrawl-demo-walkthrough -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-demo-walkthrough, .gemini/skills/firecrawl-demo-walkthrough, .github/skills/firecrawl-demo-walkthrough and .opencode/skills/firecrawl-demo-walkthrough in your project.

What does Firecrawl Demo Walkthrough need to run?

SKILL.md names no scripts, command-line tools or credentials: Firecrawl Demo Walkthrough is instructions for the agent only. Our summary lists: A credential in FIRECRAWL_API_KEY.

Does Firecrawl Demo Walkthrough 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 Demo Walkthrough 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 Demo Walkthrough use?

Firecrawl Demo Walkthrough is published under the ISC licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Firecrawl Demo Walkthrough use?

About 555 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Firecrawl Demo Walkthrough?

Skills that share tags, products or a category with Firecrawl Demo Walkthrough: Firecrawl (zapier/connectors, 176 stars), SEO Firecrawl (seranking/seo-skills, 160 stars), Keirouter Web Fetch (mydisha/keirouter, 147 stars) and Firecrawl Scraper (davila7/claude-code-templates, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Firecrawl Demo Walkthrough?

firecrawl (a GitHub organization) maintains it in firecrawl/skills, which has 117 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on October 8, 2026.

Source: firecrawl/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.