Find agent skills by outcome

- Partial: Exposure

adjacent work

- Expert: Multiple examples

leadership

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**

- NEVER INVENT EXPERIENCE: If no proof exists

mark **No** — do not fabricate.

- Strong: Solid use

1–2 projects

- 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.

- 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

Include post-clearing tips (e.g.

proper piling/drainage to avoid pooling/refreeze

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].

USER INPUT (raw bullets

stories

[1-paragraph bio: years exp

companies

- v1.4 (Jan 16

2026): Stress-tested for edge cases (blizzards

- 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

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]