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ClaudSkills / Content / content-misc

building-recommendation-systems

Category: Content  ·  Sub-category: content-misc  ·  Last updated:
This skill empowers Claude to construct recommendation systems using collaborative filtering, content-based filtering, or hybrid approaches. It analyzes user preferences, item features, and interaction data to generate personalized recommendations. Use this skill when the user requests to build a recommendation engine, needs help with collaborative filtering, wants to implement content-based filtering, or seeks to rank items based on relevance for a specific user or group of users. It is triggered by requests involving "recommendations", "collaborative filtering", "content-based filtering", "ranking items", or "building a recommender".

What this skill does

building-recommendation-systems is a community-contributed Claude Code skill in the content-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/recommendation-engine/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The building-recommendation-systems Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/recommendation-engine
curl -L https://claudskills.com/skills/recommendation-engine/SKILL.md \
  -o ~/.claude/skills/recommendation-engine/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/recommendation-engine/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/recommendation-engine/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\recommendation-engine\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

More Content skills

Browse all Content skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Content skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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