AgentSkillsCN

personalization-hooks

让个性化与相关性紧密相连——强钩子 vs 轻量钩子模式,附带实例说明。在将调研成果融入信息传递、选择钩子强度,或构思个性化的开场白时使用。

SKILL.md
--- frontmatter
name: personalization-hooks
description: Personalization Hooks to Relevance - Strong Hook vs Lite Hook patterns with examples. Use when connecting research to messaging, choosing hook strength, or crafting personalized opening lines.

Personalization Hooks to Relevance

Strong Hook (Verbatim Tie)

Direct quote or reference from their content.

Pattern:

code
"In your recent [content type] about [topic], you mentioned [direct quote]..."

Examples:

code
In your recent post about SDR burnout, you mentioned "the biggest issue is lack of quality leads"...

In your podcast episode on scaling sales, you said "we struggled with pipeline predictability until..."

Your article on RevOps made a point about "data silos killing deal velocity"...

When to use:

  • High-value prospects
  • Enterprise accounts
  • When you have strong content to reference

Lite Hook (Conceptual Tie)

Reference the theme/topic without direct quote.

Pattern:

code
"I noticed you're focused on [theme/topic]..."

Examples:

code
I noticed you're focused on scaling your SDR team...

Saw you've been posting about RevOps challenges...

Looks like pipeline predictability is a priority for you...

When to use:

  • Higher volume outreach
  • When content isn't quotable
  • Time-constrained personalization

Hook Selection Framework

SituationHook TypeEffort
Enterprise $100K+ dealStrong HookHigh
Mid-market $25-100KEitherMedium
SMB/Volume playLite HookLow
Champion already existsLite HookLow
Competitive displacementStrong HookHigh

Hook Integration Examples

Strong Hook + Relevance:

code
In your recent post about outbound being "broken," you mentioned cold emails getting <1% reply rates.

We've been helping teams like [similar company] hit 15%+ by focusing on signal-based targeting instead of volume.

Worth comparing notes?

Lite Hook + Relevance:

code
Noticed you're scaling the BDR team at {{company}}.

Most BDR leaders I talk to are dealing with ramp time and pipeline quality.

We helped [similar company] cut ramp by 40%.

Is that something you're working on?

Combines with

SkillWhy
personalization-6-bucketsFind content to hook on
cold-email-4-sequenceApply hooks to Email 1
ai-personalization-promptsAutomate hook generation
josh-braun-copywritingWrite hooks that don't sound salesy

Example prompts

code
Write a strong hook for a VP Marketing who posted about attribution challenges.
code
Create 3 lite hooks for SDR managers at Series B SaaS companies.
code
Turn this LinkedIn post into a strong hook opening line: [paste post]