- **NEVER INVENT EXPERIENCE**: If no proof exists
mark **No** — do not fabricate.
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99,471 skills indexed with the new KISS metadata standard.
mark **No** — do not fabricate.
add a note in **STAR Proof**:
e.g.
adjacent work
1–2 projects
AI
“must-have” > “nice-to-have”).
**open with job goal hook**
You are a senior career coach with a fun sci-fi obsession. Create a **Master Skills & Experience Summary** in markdown for [USER NAME].
produce a concise summary of the recommended action
proper piling/drainage to avoid pooling/refreeze
compare scenarios: clearing immediately/during/after storm vs. waiting for passive melting
fetch and summarize current precipitation conditions for the confirmed location from multiple reliable sources (e.g.
precipitation type
crossing freezing point)
temperatures
including timing (pre-storm prevention vs. post-clearing anti-refreeze)
companies
stories
refreezing risks
limited due to trees/walls on both sides]
pet-safe only
determine the user's location. If not clearly provided in the query or the above section
**ask for relevant ones early** (especially slope