Find agent skills by outcome

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

add a note in STAR Proof:

- Strong: Solid use

1–2 projects

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

- NEVER INVENT EXPERIENCE: If no proof exists

mark No — do not fabricate.

- Expert: Multiple examples

leadership

Creative

- Partial: Exposure

adjacent work

[1400-char max

open with job goal hook

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

e.g.

- Include emerging tools/standards (e.g.

Education

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

cert

Include post-clearing tips (e.g.

proper piling/drainage to avoid pooling/refreeze

Based on the recent and forecasted conditions

temperatures

- Forecasted snowfall

precipitation type

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].

[1-paragraph bio: years exp

companies

If helpful

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

- Temperature trends (highs/lows

crossing freezing point)

USER INPUT (raw bullets

stories

Then

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

After considering all factors (weather + user/driveway details)

produce a concise summary of the recommended action

Advise on ice melt usage (if any)

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

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

refreezing risks

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