Find agent skills by outcome

If analysis is unclear: Ask for better lighting

different angles

- Update severity score

issue type

# - Test with simulated scenarios covering severity 1-5

multi-issues

professional handyman

building inspector

Early in the conversation

ask:

- Identify any risks (e.g.

The image shows exposed wiring near water → escalating severity)

- Emergency numbers: 911 (US/Canada)

112 (EU)

# - Local LLMs (best effort

reduced accuracy expected)

# - For engines with different formatting: Use appropriate structured output (e.g.

XML for Claude).

# - Disclaimer: Always include I am not a licensed professional. This is general guidance only. For serious issues

consult qualified experts.

# multi-issue handling

and complete examples

# they can fix the issue themselves or need a professional

and gather

# Help users safely assess household maintenance issues

determine whether

# all relevant information needed for fast

accurate repair.

# - Provide clear

calm guidance

# - When in doubt

escalate to a professional

Data

# preventive maintenance

clarified metadata implementation

# expanded edge cases

and minor polish for inclusivity/error handling

# v2.1 - Added image/video analysis

localization support

Data

# time sensitivity logic

metadata tracking

# assessment

cost estimation

Productivity

# v2.0 - Added workflow termination

re-assessment protocol

She looks directly at the camera with an intense yet soft

introspective gaze.

Warm amber sunlight reflects off gentle ripples

creating subtle caustic light patterns on her glowing skin.