Airbnb Agent

PassAudited by VirusTotal on May 8, 2026.

Overview

Type: OpenClaw Skill Name: airbnb-agent Version: 1.0.2 The airbnb-agent skill is a legitimate tool for searching and analyzing Airbnb listings using the pyairbnb library and curl-cffi for scraping. The code in search.py and details.py performs coordinate-based searches, filters results by user criteria (price, rating, bedrooms), and extracts listing details (parking, basement, renovation) from HTML. The behavior is consistent with the stated purpose, and there are no signs of malicious intent, data exfiltration, or unauthorized access.

Findings (0)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

Running setup trusts the current versions of third-party packages, which could change behavior over time.

Why it was flagged

The setup script installs runtime dependencies without pinned versions or hashes. This is purpose-aligned for a Python Airbnb search skill, but future package changes are outside the reviewed artifacts.

Skill content
"$VENV/bin/pip" install --quiet pyairbnb curl-cffi
Recommendation

Install only if you trust the package source; maintainers should add pinned requirements or a lockfile with hashes.

What this means

Airbnb receives the search/detail parameters, and automated fetching may be rate-limited or subject to site terms.

Why it was flagged

The detail script fetches Airbnb pages using listing IDs plus check-in, check-out, and guest-count parameters. This matches the stated listing-analysis purpose, but it is still automated third-party web access.

Skill content
url = f"https://www.airbnb.com/rooms/{c['room_id']}?check_in={args.check_in}&check_out={args.check_out}&adults={args.guests}"
Recommendation

Use it only for public listing research, avoid adding credentials or cookies, and verify important amenities directly before booking.