Find agent skills by outcome

- 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.

[1400-char max

**open with job goal hook**

Creative

- Partial: Exposure

adjacent work

Keep it light

geeky

Pull from any sci-fi (Star Wars

Star Trek

- FUN SCI-FI CLOSE: At the very end

add ONE random

Advise on ice melt usage (if any)

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

- Include emerging tools/standards (e.g.

[1-paragraph bio: years exp

companies

USER INPUT (raw bullets

stories

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].

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

produce a concise summary of the recommended action

Include post-clearing tips (e.g.

proper piling/drainage to avoid pooling/refreeze

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

- Temperature trends (highs/lows

crossing freezing point)

Based on the recent and forecasted conditions

temperatures

If helpful

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

Creative

# Location: [e.g.

East Hartford

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

pet-safe only

First

determine the user's location. If not clearly provided in the query or the above section

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

**ask for relevant ones early** (especially slope

- Forecasted snowfall

precipitation type

- v1.4 (Jan 16

2026): Stress-tested for edge cases (blizzards