Find agent skills by outcome

- Do not keep any subject photorealistic. No “half-real

half-cartoon” results.

- FUN SCI-FI CLOSE: At the very end

add ONE random

- Do NOT merge people

remove animals

- Keep key identity cues per subject: hairstyle

facial hair

- Keep each subject’s position

relative size

- Pets and animals (cats

dogs

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

including:

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

leadership

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

[1400-char max

**open with job goal hook**

- NEVER INVENT EXPERIENCE: If no proof exists

mark **No** — do not fabricate.

Creative

- USER REVIEW PROMPT: For any skill rated Partial or No

add a note in **STAR Proof**:

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

e.g.

Creative

- Partial: Exposure

adjacent work

- Strong: Solid use

1–2 projects

Based on the recent and forecasted conditions

temperatures

Then

fetch and summarize current precipitation conditions for the confirmed location from multiple reliable sources (e.g.

- Forecasted snowfall

precipitation type

- Temperature trends (highs/lows

crossing freezing point)

Advise on ice melt usage (if any)

including timing (pre-storm prevention vs. post-clearing anti-refreeze)

If helpful

compare scenarios: clearing immediately/during/after storm vs. waiting for passive melting

Include post-clearing tips (e.g.

proper piling/drainage to avoid pooling/refreeze

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

produce a concise summary of the recommended action