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marketplace-recsys-feature-engineering

95 / 100 · Low risk

Fine to try.

By pproenca/dot-skills (GitHub) · design · 226 stars · scanned at commit cf93c57

Feature engineering for marketplace recommenders — what to extract from raw marketplace assets (listing photos, owner-entered listing metadata, sitter wizard responses) to power item-to-item (similar listings), user-to-item (homefeed ranking), or user-to-user (mutual-fit matching) recommenders. Covers asset auditing, first-principles feature decomposition, vision-feature extraction (CLIP, room-type, amenities, aesthetics), listing text and metadata encoding, sitter wizard design, derived-compos…

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'marketplace-recsys-feature-engineering' ] || [ -L ~/.agents/skills/'marketplace-recsys-feature-engineering' ]; then echo 'A skill folder named marketplace-recsys-feature-engineering already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/pproenca/dot-skills' "$d" && git -C "$d" checkout --quiet 'cf93c57cac89d6fc3e4194686000411567f5caf3' -- 'skills/.experimental/marketplace-recsys-feature-engineering' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/.experimental/marketplace-recsys-feature-engineering' ~/.agents/skills/'marketplace-recsys-feature-engineering' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'marketplace-recsys-feature-engineering' ~/.claude/skills/'marketplace-recsys-feature-engineering' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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