Find agent skills by outcome

- [Skill Y] (No) → _Fast-track: [free course

cert

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

e.g.

- Strong: Solid use

1–2 projects

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

[1400-char max

open with job goal hook

- NEVER INVENT EXPERIENCE: If no proof exists

mark No — do not fabricate.

- Expert: Multiple examples

leadership

Creative

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

add a note in STAR Proof:

USER INPUT (raw bullets

stories

[1-paragraph bio: years exp

companies

Advise on ice melt usage (if any)

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

Then

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

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

- Temperature trends (highs/lows

crossing freezing point)

- Forecasted snowfall

precipitation type

Based on the recent and forecasted conditions

temperatures

If helpful

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

First

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

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

- v1.4 (Jan 16

2026): Stress-tested for edge cases (blizzards

Creative

Location: [e.g.

East Hartford

- Other preferences/factors: [e.g.

pet-safe only