Find agent skills by outcome

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

add a note in **STAR Proof**:

*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

- Include emerging tools/standards (e.g.

- Strong: Solid use

1–2 projects

- 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

produce a concise summary of the recommended action and timing.,FALSE,TEXT,[email protected]

If helpful

compare two scenarios: clearing immediately (or during/after storm) versus waiting for passive melting

Additional context: Ask the user for driveway details if helpful (e.g.

sloped/flat/curved

Advise whether ice melt should be used

and if so

Based on the recent and forecasted precipitation

temperatures

# Modified Date: December 27

2025

# Audience: Homeowners in snowy regions

especially those with challenging driveways (e.g.

Then

fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.

First

ask the user for their location (city and state/country

Data

# Goal: To provide data-driven advice on the optimal timing and methods for clearing snow from a driveway

considering weather conditions

Data

# - Copilot (by Microsoft): Integrates Bing weather data for reliable

real-time forecasts; excels in practical

# - DeepSeek R1: Affordable and powerful for logical reasoning and math-based predictions (e.g.

refreezing risks via temperature trends); open-source friendly

Data

# - Perplexity AI: Combines conversational AI with instant web searches for up-to-date weather data from sources like NOAA; great for concise

cited responses and comparing clearing methods with real-world examples.