Find agent skills by outcome

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

add a note in **STAR Proof**:

- Skin: Simpsons yellow for humans

with show-typical flat fills.

- Nose: simple rounded nose shape

minimal lines.

- Do NOT merge people

remove animals

- Keep key identity cues per subject: hairstyle

facial hair

- Expert: Multiple examples

leadership

- 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

*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

- Include emerging tools/standards (e.g.

Include post-clearing tips (e.g.

proper piling/drainage to avoid pooling/refreeze

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

# - Other preferences/factors: [e.g.

pet-safe only

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

limited due to trees/walls on both sides]

If helpful

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

Creative

# Location: [e.g.

East Hartford

Advise on ice melt usage (if any)

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