Find agent skills by outcome

- Partial: Exposure

adjacent work

Pull from any sci-fi (Star Wars

Star Trek

- Expert: Multiple examples

leadership

Keep it light

geeky

- Strong: Solid use

1–2 projects

Creative

- 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**

- NEVER INVENT EXPERIENCE: If no proof exists

mark **No** — do not fabricate.

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

- Include emerging tools/standards (e.g.

[1-paragraph bio: years exp

companies

Based on the recent and forecasted conditions

temperatures

- Temperature trends (highs/lows

crossing freezing point)

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

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

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

refreezing risks

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