Find agent skills by outcome

- 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

- FUN SCI-FI CLOSE: At the very end

add ONE random

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

e.g.

Pull from any sci-fi (Star Wars

Star Trek

[1400-char max

open with job goal hook

Keep it light

geeky

Based on the recent and forecasted conditions

temperatures

Include post-clearing tips (e.g.

proper piling/drainage to avoid pooling/refreeze

Advise on ice melt usage (if any)

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

[1-paragraph bio: years exp

companies

USER INPUT (raw bullets

stories

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

produce a concise summary of the recommended action

If helpful

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

- Include emerging tools/standards (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].

- Temperature trends (highs/lows

crossing freezing point)

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

- v1.4 (Jan 16

2026): Stress-tested for edge cases (blizzards

First

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

Then

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

- Forecasted snowfall

precipitation type

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