Find agent skills by outcome

[1400-char max

**open with job goal hook**

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

e.g.

Research

- RESEARCH TOP 10 SKILLS: Before generating the matrix

perform a live search across 5+ job listings for [USER JOB GOAL] to extract the most common technical + soft skills. Rank by frequency + criticality (e.g.

Creative

- 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

Keep it light

geeky

- Temperature trends (highs/lows

crossing freezing point)

Based on the recent and forecasted conditions

temperatures

Advise on ice melt usage (if any)

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

If helpful

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

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

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

[1-paragraph bio: years exp

companies

Research

RESEARCH FIRST: Use real-time web search (job boards

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

- Include emerging tools/standards (e.g.

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

refreezing risks

- v1.4 (Jan 16

2026): Stress-tested for edge cases (blizzards

- v1.5 (Jan 16

2026): Added user-fillable info block for location & driveway details (repeat-use convenience). Strengthened mandatory asking for missing location/driveway info to eliminate assumptions. Minor wording...