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**

Advise whether ice melt should be used

and if so

- Strong: Solid use

1–2 projects

Based on the recent and forecasted precipitation

temperatures

- Expert: Multiple examples

leadership

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

[1-paragraph bio: years exp

companies

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

- Include emerging tools/standards (e.g.

USER INPUT (raw bullets

stories

- Forecasted snowfall

precipitation type

First

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

Then

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

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

refreezing risks via temperature trends); open-source friendly

# - Gemini 2.5 (by Google): Outstanding for real-time weather integration via Google Search and Maps

multimodal analysis (e.g.

# - Claude (by Anthropic): Strong in highly structured

step-by-step reasoning

# Modified Date: December 27

2025

Risks: What could break

what needs monitoring

# Audience: Homeowners in snowy regions

especially those with challenging driveways (e.g.