Find agent skills by outcome

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

add a note in **STAR Proof**:

- NEVER INVENT EXPERIENCE: If no proof exists

mark **No** — do not fabricate.

- Friendly

professional tone. All markdown tables.

- FUN SCI-FI CLOSE: At the very end

add ONE random

Pull from any sci-fi (Star Wars

Star Trek

Creative

- Partial: Exposure

adjacent work

- Strong: Solid use

1–2 projects

- Expert: Multiple examples

leadership

[1400-char max

**open with job goal hook**

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

Advise on ice melt usage (if any)

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

- Include emerging tools/standards (e.g.

USER INPUT (raw bullets

stories

Based on the recent and forecasted conditions

temperatures

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 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

If helpful

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

[1-paragraph bio: years exp

companies

- Temperature trends (highs/lows

crossing freezing point)

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

refreezing risks

Then

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

Creative

# Location: [e.g.

East Hartford

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