← Back to Skills Marketplace
34
Downloads
0
Stars
0
Active Installs
3
Versions
Install in OpenClaw
/install airbnb-agent
Description
Search Airbnb listings, filter short-term rentals, and analyze detail pages for parking, basement, and renovation signals.
README (SKILL.md)
Airbnb Agent
Search Airbnb via pyairbnb API, filter listings, and inspect detail pages without login or browser automation.
When to Use
Use for Airbnb rental searches, shortlist comparison, coordinate-based filtering, and listing detail analysis when login-only data is not required.
Setup
bash scripts/setup.sh
Creates .venv/ with pyairbnb + curl-cffi.
Quick Reference
| Topic | File |
|---|---|
| Usage, parameters, and limitations | references/api-fields.md |
| API fields and common coordinates | references/api-fields.md |
Core Rules
- Run setup first if
.venv/is missing. - Search by coordinate box; ask for or derive center coordinates before running.
- Treat detail keyword matches as signals, not verified facts.
- Pass the same dates and guest count to both search and detail analysis.
- Save JSON outputs and cite listing URLs when summarizing recommendations.
Workflow
.venv/bin/python3 scripts/search.py "Brighton" \
--check-in 2026-08-27 --check-out 2026-09-04 --guests 3 \
--bedrooms 2 --max-price 20000 --min-rating 4.8 \
--center-lat 50.8225 --center-lng -0.1373 --max-distance-km 2.5
.venv/bin/python3 scripts/details.py /tmp/airbnb_candidates.json \
--top 15 --check-in 2026-08-27 --check-out 2026-09-04 --guests 3
Outputs:
/tmp/airbnb_candidates.jsonfrom search/tmp/airbnb_results.jsonfrom detail analysis
Usage Guidance
This looks suitable for public Airbnb listing research. Before installing, be aware that setup downloads third-party Python packages, and searches send your dates, guest count, location area, and listing requests to Airbnb-related services. Do not add Airbnb cookies, payment details, or login credentials unless the skill is updated and reviewed for that purpose.
Capability Analysis
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.
Capability Tags
Capability Assessment
Purpose & Capability
The visible artifacts are coherent with a search-and-analysis skill and do not implement booking, payment, login, or cookie use. The provided capability signal 'can-make-purchases' appears broader than the reviewed code, so users should treat this as a research tool rather than a purchasing agent.
Instruction Scope
Instructions are bounded to setup, coordinate-based search, detail analysis, JSON output, and verifying keyword matches; there are no prompt overrides, hidden role changes, or instructions to bypass user intent.
Install Mechanism
There is no formal install spec, but the skill includes a user-directed setup script that creates a local virtual environment and installs unpinned dependencies from the Python package ecosystem.
Credentials
Network access to Airbnb/pyairbnb and writing JSON outputs under /tmp are proportionate to the stated purpose, but search dates, guest counts, and listing IDs are sent to third-party services.
Persistence & Privilege
The skill creates a persistent local .venv directory, but there is no evidence of background daemons, privilege escalation, credential storage, browser cookie use, or account mutation.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install airbnb-agent - After installation, invoke the skill by name or use
/airbnb-agent - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
Improve skill-builder compliance, docs, guest handling, and bedroom parsing
v1.0.1
Rename skill folder and SKILL.md to match slug airbnb-agent, update title
v1.0.0
Initial release: search Airbnb listings by location, date, guests; filter by price/rating/bedrooms/distance; analyze details for parking/basement/renovation keywords.
Metadata
Frequently Asked Questions
What is Airbnb Agent?
Search Airbnb listings, filter short-term rentals, and analyze detail pages for parking, basement, and renovation signals. It is an AI Agent Skill for Claude Code / OpenClaw, with 34 downloads so far.
How do I install Airbnb Agent?
Run "/install airbnb-agent" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Airbnb Agent free?
Yes, Airbnb Agent is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Airbnb Agent support?
Airbnb Agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Airbnb Agent?
It is built and maintained by Neo Shi (@suidge); the current version is v1.0.2.
More Skills