Personalization Subagent Pattern

Quality score: 70/100 · Category: General · Sub-category: ai-tooling

ai:claudeai:agent

Reusable approval-loop pattern for fanning out lead personalization across parallel Claude Code Task sub-agents. Shows the user 1 sample personalization, collects feedback, runs 10 more, approves, runs 10 more — stops when 2 consecutive rounds have zero edits, then scales to the full list. ALWAYS uses Claude Code Task tool sub-agents — never an external Anthropic/OpenAI API key. Use when any skill needs per-lead custom variables (situation lines, value lines, CTAs).

What this skill does

Personalization Subagent Pattern is a production-ready Claude Code skill (quality score 70/100) in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/personalization-subagent-pattern/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when any skill needs per-lead custom variables (situation lines, value lines, CTAs).

Who uses this skill

The Personalization Subagent Pattern skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/personalization-subagent-pattern
curl -L https://claudskills.com/skills/personalization-subagent-pattern/SKILL.md \
  -o ~/.claude/skills/personalization-subagent-pattern/SKILL.md

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

Skills live at ~/.claude/skills/personalization-subagent-pattern/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\personalization-subagent-pattern\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.

More General skills

Browse all General skills in the ClaudSkills registry, or explore these top-rated picks from the same category:

Browse all General skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: GifPerfect · AspectPerfect · SlomoPerfect · Ucaption · UTagger · AutoXPoster · TestYourSkills