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

- Strong: Solid use

1–2 projects

- Expert: Multiple examples

leadership

- Include emerging tools/standards (e.g.

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

[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

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)

Based on the recent and forecasted conditions

temperatures

- Temperature trends (highs/lows

crossing freezing point)

- Forecasted snowfall

precipitation type

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

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

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

limited due to trees/walls on both sides]

Creative

# Location: [e.g.

East Hartford