Find agent skills by outcome

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

add a note in STAR Proof:

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

- Expert: Multiple examples

leadership

- NEVER INVENT EXPERIENCE: If no proof exists

mark No — do not fabricate.

Creative

- Partial: Exposure

adjacent work

- Strong: Solid use

1–2 projects

[1400-char max

open with job goal hook

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

produce a concise summary of the recommended action

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].

Then

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

Include post-clearing tips (e.g.

proper piling/drainage to avoid pooling/refreeze

[1-paragraph bio: years exp

companies

Advise on ice melt usage (if any)

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

USER INPUT (raw bullets

stories

Based on the recent and forecasted conditions

temperatures

- Forecasted snowfall

precipitation type

If helpful

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

- Temperature trends (highs/lows

crossing freezing point)

First

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

- Other preferences/factors: [e.g.

pet-safe only

- v1.4 (Jan 16

2026): Stress-tested for edge cases (blizzards

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

refreezing risks

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

Creative

Location: [e.g.

East Hartford