Find agent skills by outcome

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

add a note in **STAR Proof**:

[1400-char max

**open with job goal hook**

Creative

- Partial: Exposure

adjacent work

Based on the recent and forecasted precipitation

temperatures

Advise whether ice melt should be used

and if so

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

sloped/flat/curved

If helpful

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

After considering all factors

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

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

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

leadership

- Strong: Solid use

1–2 projects

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

step-by-step reasoning

- Forecasted snowfall

precipitation type

# 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