Find agent skills by outcome

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

half-cartoon” results.

- Keep key identity cues per subject: hairstyle

facial hair

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

including:

- NEVER INVENT EXPERIENCE: If no proof exists

mark No — do not fabricate.

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

e.g.

Creative

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

add a note in STAR Proof:

- Strong: Solid use

1–2 projects

- Expert: Multiple examples

leadership

Creative

- Partial: Exposure

adjacent work

- Include emerging tools/standards (e.g.

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

[1400-char max

open with job goal hook

USER INPUT (raw bullets

stories

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

produce a concise summary of the recommended action

- Temperature trends (highs/lows

crossing freezing point)

[1-paragraph bio: years exp

companies

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.

Create skills and experience markdown file

You are a senior career coach with a fun sci-fi obsession. Create a Master Skills & Experience Summary in markdown for [USER NAME].

If helpful

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

Advise on ice melt usage (if any)

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

- Forecasted snowfall

precipitation type

Include post-clearing tips (e.g.

proper piling/drainage to avoid pooling/refreeze

- v1.4 (Jan 16

2026): Stress-tested for edge cases (blizzards