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

- EVERY visible subject in the photo must be converted into a Simpsons-style character

including:

- FUN SCI-FI CLOSE: At the very end

add ONE random

- Friendly

professional tone. All markdown tables.

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

sloped/flat/curved

- Strong: Solid use

1–2 projects

- Include emerging tools/standards (e.g.

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].

[1-paragraph bio: years exp

companies

If helpful

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

Advise whether ice melt should be used

and if so

Based on the recent and forecasted precipitation

temperatures

- Rank by frequency × criticality (e.g.

“must-have” > “nice-to-have”).

USER INPUT (raw bullets

stories

- Expert: Multiple examples

leadership

Then

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

- Forecasted snowfall

precipitation type

First

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

Data

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

real-time forecasts; excels in practical

Data

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

considering weather conditions

- Claude (by Anthropic): Strong in highly structured

step-by-step reasoning

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

refreezing risks via temperature trends); open-source friendly