Fetches complete Airbnb listing details for a given numeric listing ID via the internal GraphQL API, returning title, room type, description, amenities, photos, coordinates, city, house rules, highlights, ratings, review count, bedroom configuration, and property overview.
SkillScore80Maintained
Automatic
◆Real Estate & Property pack
Last verified 8/9/2026
What it changes
Passed 16 of 20 test cases with the skill, and 10 of 20 without it.
Without skill52%
With skill80%
Checks it passed that the model alone missed
Wraps the python script command inside bash eval operator syntax.
Recommends inserting a 1 to 2 second delay between serial script executions.
Instructs calling browser-act via Skill tool to load usage and verify readiness.
and 4 more in the full report
7 fixed13 passed either way5 still failing0 broke
Pass-rate lift
+28 pp
Tokens
+22%
Agent turns
0%
Response time
-7%
Model gemini-3.6-flashMeasured 8/9/2026v120 of 25 cases passed with skill · 20 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
Before retrieving details for listing 445566, what exact experience memory file path should be checked if it exists?
What was checked, without and with the skill
Checked
Without skill
With skill
References the path browser-act-skill-forge-memories/airbnb-scraper-airbnb-listing-detail.memory.md.
Missed
Passed
case-08 · gemini-3.6-flash · 8/9/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md107 lines2 filesincludes scripts
Airbnb — Listing Detail
Listing ID → full property detail via internal GraphQL API (no login required)
Language
All process output to user (progress updates, process notifications) follows the user's language.
Objective
Fetch comprehensive listing data for an Airbnb property using the internal StaysPdpSections GraphQL API.
Prerequisites
Browser is open (any page). The API call is made via fetch() in the browser context — no specific page navigation required.
No login required — the API endpoint is publicly accessible
Pre-execution Checks
1. Tool Readiness
If browser-act has been confirmed available in the current session → skip this step.
Invoke browser-act via Skill tool to load usage. If installation or configuration issues arise, follow its guidance to resolve then retry.
Capability Components
This Skill's operational boundary = what the user can manually do in their browser. It only reads data already displayed to the user on the page, never bypassing authentication or access controls. JS code is encapsulated in Python files under the scripts/ directory, invoked via eval "$(python scripts/xxx.py {params})". $(...) is bash syntax; it is recommended to use the bash tool for execution.
This skill helps users extract structured best-selling product data from Amazon via the BrowserAct API. Agent should proactively apply this skill when users express needs like search for best selling products on Amazon, extract Amazon product data based on keywords, find top rated Amazon products, monitor Amazon competitor prices and sales, discover trending products on Amazon marketplace, extract Amazon product titles prices and ratings, gather Amazon product sales volume for market research, s