chatandbuild/Airbnb Search

Airbnb Search

Use this skill as a guidance-only framework to evaluate short-term stay options and produce a clear recommendation.

Use this skill when

• The user needs help comparing Airbnb-style accommodation options.
• The user has multiple listing options and wants a recommendation.
• The user wants a structured travel-stay decision summary.

Do not use this skill when

• The user expects this skill to fetch live listings directly.
• The request is unrelated to travel accommodation planning.

Guardrails

• Treat this as decision-support guidance only; do not claim live API/search execution.
• Ask for missing constraints (budget, dates, location, guest count, priorities).
• Avoid assumptions about availability and pricing unless explicitly provided.

Evaluation workflow

1. Collect trip constraints

   • Destination, dates, guest count
   • Budget range (nightly or total)
   • Must-have amenities (wifi, kitchen, workspace, parking)
   • Preferred area and transport access

2. Define ranking criteria

   • Price fit
   • Location fit
   • Amenities fit
   • Rating/review confidence
   • Policy flexibility (cancellation, check-in rules)

3. Score candidate stays

   • Use a simple weighted score (for example: price 30%, location 30%, amenities 25%, reviews 15%).
   • Highlight trade-offs instead of forcing a single “perfect” choice.

4. Create shortlist

   • Provide top 3 options with rationale.
   • Flag risks (noise, commute distance, hidden fees, low review count).

5. Recommend final choice

   • Best overall option
   • Best value option
   • Lowest-risk option
   • Include what information is still needed before booking

Output format

## Trip Constraints
- Destination:
- Dates:
- Guests:
- Budget:
- Must-have amenities:

## Comparison Table
| Option | Price Fit | Location Fit | Amenities Fit | Review Confidence | Risk Notes |
|--------|-----------|--------------|---------------|-------------------|-----------|
| A | | | | | |
| B | | | | | |
| C | | | | | |

## Top Recommendations
1. **Best Overall**: [Option]
   - Why:
   - Trade-off:
2. **Best Value**: [Option]
   - Why:
   - Trade-off:
3. **Lowest Risk**: [Option]
   - Why:
   - Trade-off:

## Final Decision Guidance
- Recommended booking choice:
- Open questions to confirm before booking: