2026): Added user-fillable info block for location & driveway details (repeat-use convenience). Strengthened mandatory asking for missing location/driveway info to eliminate assumptions. Minor wording...

Jan 17, 2026

Find agent skills by outcome

- EVERY visible subject in the photo must be converted into a Simpsons-style character

- Keep key identity cues per subject: hairstyle

- **NEVER INVENT EXPERIENCE**: If no proof exists

- Nose: simple rounded nose shape

Pull from **any** sci-fi (Star Wars

- Pets and animals (cats

- Keep each subject’s position

Keep it light

- **Expert**: Multiple examples

USER INPUT (raw bullets

After considering all factors (weather + user/driveway details)

Create skills and experience markdown file

[1-paragraph bio: years exp

*Skills sourced from live job postings on [list 2–3 sites

[1400-char max

- Rank by **frequency × criticality** (e.g.

- **Strong**: Solid use

- Include **emerging tools/standards** (e.g.

- Temperature trends (highs/lows

- Forecasted snowfall

If helpful

If the user has **not** filled in driveway details in the section above (or provided them in the query)

# - Other preferences/factors: [e.g.

- v1.5 (Jan 16

- NEVER INVENT EXPERIENCE: If no proof exists

Pull from any sci-fi (Star Wars

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

- Strong: Solid use

- Include emerging tools/standards (e.g.

If the user has not filled in driveway details in the section above (or provided them in the query)