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...

Jan 18, 2026

Find agent skills by outcome

- **Partial**: Exposure

- **NEVER INVENT EXPERIENCE**: If no proof exists

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

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

- **Expert**: Multiple examples

[1400-char max

- **Strong**: Solid use

After considering all factors (weather + user/driveway details)

[1-paragraph bio: years exp

USER INPUT (raw bullets

- Rank by **frequency × criticality** (e.g.

- Include **emerging tools/standards** (e.g.

Create skills and experience markdown file

- Temperature trends (highs/lows

Based on the recent and forecasted conditions

Advise on ice melt usage (if any)

If helpful

Include post-clearing tips (e.g.

Then

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

First

If the user has **not** filled in driveway details in the section above (or provided them in the query)

- Forecasted snowfall

- v1.5 (Jan 16

- Partial: Exposure

- NEVER INVENT EXPERIENCE: If no proof exists

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

- Expert: Multiple examples

- Strong: Solid use

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

If the user has not filled in driveway details in the section above (or provided them in the query)