Find agent skills by outcome

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

add a note in STAR Proof:

- Keep key identity cues per subject: hairstyle

facial hair

- Friendly

professional tone. All markdown tables.

- Nose: simple rounded nose shape

minimal lines.

Keep it light

geeky

- Expert: Multiple examples

leadership

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

*Skills sourced from live job postings on [list 2–3 sites

e.g.

[1-paragraph bio: years exp

companies

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

- Include emerging tools/standards (e.g.

- Strong: Solid use

1–2 projects

Creative

- Partial: Exposure

adjacent work

[1400-char max

open with job goal hook

Advise on ice melt usage (if any)

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

- Forecasted snowfall

precipitation type

- Other preferences/factors: [e.g.

pet-safe only

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.

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

limited due to trees/walls on both sides]

Based on the recent and forecasted conditions

temperatures

First

determine the user's location. If not clearly provided in the query or the above section