Find agent skills by outcome

- Partial: Exposure

adjacent work

Keep it light

geeky

Creative

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

add a note in STAR Proof:

[1400-char max

open with job goal hook

- Strong: Solid use

1–2 projects

Based on the recent and forecasted conditions

temperatures

Include post-clearing tips (e.g.

proper piling/drainage to avoid pooling/refreeze

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

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

produce a concise summary of the recommended action

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

- Temperature trends (highs/lows

crossing freezing point)

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].

- Include emerging tools/standards (e.g.

[1-paragraph bio: years exp

companies

USER INPUT (raw bullets

stories

- v1.0–1.3 (Dec 2025): Initial versions focused on weather integration

refreezing risks

- Other preferences/factors: [e.g.

pet-safe only

- Snow storage constraints: [yes/no - describe e.g.

limited due to trees/walls on both sides]

Creative

Location: [e.g.

East Hartford

Then

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

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

- v1.4 (Jan 16

2026): Stress-tested for edge cases (blizzards

- Forecasted snowfall

precipitation type