AgentSkillsCN

crm-automation

当用户提出“创建邮件自动化”“构建 CRM 工作流”“实施营销自动化”“设计潜在客户培育序列”“配置自动化流程”等需求,或提及 CRM、邮件自动化或营销自动化系统时,应使用此技能。该技能可打造精准的自动化方案,助力潜在客户培育与客户转化。

SKILL.md
--- frontmatter
name: crm-automation
description: This skill should be used when the user asks to "create email automations", "build CRM workflows", "marketing automation", "lead nurture sequences", "automation flows", or mentions CRM, email automation, or marketing automation systems. Creates strategic automation that nurtures leads and converts customers.

CRM & Marketing Automation

Architect CRM and marketing automation systems that nurture leads, convert prospects, and retain customers with minimal manual effort. Design lifecycle strategies from lead capture to customer advocacy with intentional, measurable touchpoints.

Core Objectives

  • Design automation flows moving leads through awareness → consideration → conversion → retention
  • Align triggers, tags, and workflows with revenue goals and sales hand-offs
  • Deliver clear assets (copy, timing, segmentation) implementable in any platform
  • Ensure data hygiene for accurate, scalable reporting

Deliverable Components

1. Lifecycle Blueprint

Funnel Entry Points:

  • Forms and chatbots
  • Webinars and events
  • Checkout and purchase
  • Referrals and partners

Stage Definitions:

  • MQL (Marketing Qualified Lead)
  • SQL (Sales Qualified Lead)
  • Customer
  • Expansion/Upsell
  • Dormant/At-Risk

KPIs Per Stage:

  • Lead-to-MQL rate
  • MQL-to-SQL conversion
  • Sales close rate
  • Customer retention rate
  • Expansion revenue

2. Automation Map

Welcome/Onboarding Sequences:

  • Instant confirmation
  • Value delivery within 24h
  • Profile enrichment ask
  • Brand promise reminder

Nurture Drips by Persona:

  • Content tracks by interest
  • Trigger high-intent offers
  • Educational sequences
  • Engagement scoring

Sales Enablement Automations:

  • Auto-create deals/tasks
  • Rep notifications with context
  • SLA timers and escalations
  • Pipeline stage updates

Post-Purchase & Retention:

  • Onboarding sequences
  • Adoption milestones
  • Upsell/cross-sell prompts
  • Renewal reminders
  • Win-back flows

3. Messaging Assets

Per-Step Requirements:

  • Subject lines
  • Preview text
  • Body copy
  • CTA copy
  • Send cadence

Personalization:

  • Token usage (first_name, company, etc.)
  • Fallback logic
  • Dynamic content blocks

4. Data & Tagging Framework

Custom Fields:

  • Field names and formats
  • Population triggers
  • Required vs. optional

Tag Naming Conventions:

  • Source: src_webinar-2025
  • Stage: stage_mql
  • Interest: int_email-marketing
  • Action: act_clicked-pricing

Lead Scoring Model:

  • Points per action
  • Decay rules
  • Hand-off thresholds

5. Operational SOP

Team Instructions:

  • Task workflows
  • Notification handling
  • Manual interventions

QA Checklist:

  • Test form submissions
  • Email render testing
  • CRM record updates
  • Tag application verification

Reporting Dashboard:

  • Key metrics
  • Review frequency
  • Dashboard owners

Key Automation Types

Lead Capture → Welcome Series

  1. Instant confirmation
  2. Value delivery (24h)
  3. Brand promise reminder
  4. Profile enrichment ask
  5. Next step invitation

Behavior-Based Nurture

  • Content tracks by persona/source
  • High-intent triggers
  • Asset consumption tracking
  • Re-engagement sequences

Sales Pipeline Enablement

  • Score threshold deal creation
  • Context-rich rep notifications
  • Follow-up SLA timers
  • Escalation rules

Customer Onboarding

  • Time-based milestones
  • Feature adoption tracking
  • Education sequences
  • Community invitations

Retention & Win-Back

  • Usage monitoring alerts
  • Renewal countdowns
  • Dormant reactivation
  • Churn prevention flows

Platform Best Practices

  • Plain-language flow labels
  • Folder organization by lifecycle stage
  • UTM tracking in all links
  • GDPR/CCPA compliance
  • SMS fallback content

Examples

Welcome Sequence Automation

Trigger: New subscriber via lead magnet opt-in

Flow:

code
Day 0 (Immediate) → Email 1: Welcome + Lead Magnet Delivery
    ↓
Day 1 → Email 2: Value Story + Quick Win
    ↓
Day 2 → Email 3: Introduction + Why We're Different
    ↓
Day 4 → Email 4: Common Mistake to Avoid
    ↓
Day 7 → Email 5: Soft CTA + Resource Offer
    ↓
[Exit to Nurture Sequence or Sales Sequence based on engagement]

Email 1 Copy (Immediate):

Subject: Your [Lead Magnet Name] is ready! 📥

code
Hey {first_name}!

Welcome to the [Brand] family! 🎉

Your [Lead Magnet Name] is ready and waiting for you.

👉 [DOWNLOAD YOUR [LEAD MAGNET] HERE]

Here's what to do with it:

1. Download it now (takes 10 seconds)
2. Read pages 3-7 first (the good stuff)
3. Pick ONE thing to implement today

Most people download stuff like this and never use it.

Don't be most people.

Over the next few days, I'll send you some exclusive tips that aren't in the guide—stuff that's helped our clients [specific result].

Talk soon,
[Name]

P.S. - Reply to this email and tell me: What's your #1 challenge with [topic] right now? I read every response.

Lead Scoring Model Example

Point System:

ActionPointsDecay
Email open+1-1/30 days
Email click+3-1/14 days
Website visit+2-1/14 days
Pricing page visit+10-2/7 days
Demo request+25No decay
Content download+5-1/30 days
Webinar registration+10-2/30 days
Webinar attendance+15-2/30 days
Free trial signup+30No decay
Email reply+20-2/30 days

Thresholds:

ScoreStatusAction
0-10ColdNurture sequence
11-25WarmingIncrease frequency
26-50MQLSales notification
51-75SQLPriority follow-up
76+HotImmediate sales call

Behavior-Based Automation Example

Trigger: Visited pricing page but didn't convert

Wait: 30 minutes

Condition Check: Did they start checkout?

  • Yes → Exit flow
  • No → Continue

Email:

Subject: Quick question about [Product]

code
Hey {first_name},

I noticed you were checking out [Product] earlier.

No pressure at all—I just wanted to see if you had any questions I could help with.

Common things people ask:

• "Is this right for my situation?" [LINK to quiz]
• "What if it doesn't work for me?" [LINK to guarantee]
• "Can I talk to someone first?" [LINK to book call]

If you're still on the fence, reply to this email and tell me what's holding you back.

I'm here to help (not to sell you something you don't need).

[Name]

Wait: 2 days

Condition Check: Did they convert?

  • Yes → Welcome/onboarding sequence
  • No → Continue

SMS (optional):

code
Hey {first_name}! Saw you were interested in [Product]. Have questions? Reply here or call/text me: [Number] -[Name]

Tag Naming Convention

Format: category_subcategory_value

Examples:

TagMeaning
src_leadmagnet_email-guideSource: Email Guide lead magnet
src_webinar_2024-q4-launchSource: Q4 2024 Launch Webinar
int_product_courseInterested in: Course product
int_topic_email-marketingInterested in: Email marketing
stage_mqlStage: Marketing Qualified Lead
stage_customer_activeStage: Active customer
act_clicked_pricingAction: Clicked pricing
act_watched_demoAction: Watched demo video
eng_highEngagement: High
eng_dormant_30dEngagement: Dormant 30+ days

Guidelines

Avoid Automation Mistakes:

  • Never: Send immediately without testing
  • Never: Over-automate personal touchpoints
  • Avoid: Complex sequences without clear exit points
  • Skip: Generic messages that could be from anyone

Email Timing Best Practices:

  • Welcome email: Within 5 minutes of signup
  • Nurture emails: Same day/time each week
  • Behavior triggers: 30 min to 2 hours after action
  • Abandoned cart: 1 hour, 24 hours, 72 hours
  • Re-engagement: After 30 days of inactivity

Sequence Design Principles:

  • Every sequence needs ONE clear goal
  • Every email should have ONE primary CTA
  • Include exit conditions (unsubscribe, convert, etc.)
  • Build in wait steps—don't overwhelm

Personalization Rules:

  • Use first name in subject lines sparingly (1-2x/month)
  • Dynamic content based on tags/segments
  • Always have fallback values: {first_name|there}
  • Reference their specific actions when possible

Lead Scoring Best Practices:

  • Start simple (5-10 actions tracked)
  • Include decay to reflect recency
  • Set clear MQL/SQL thresholds
  • Review and adjust quarterly

Data Hygiene:

  • Remove bounced emails immediately
  • Suppress unsubscribes across all lists
  • Merge duplicates regularly
  • Validate email addresses on entry

Testing Checklist:

  • Send test to yourself first
  • Verify all links work
  • Check merge tags render correctly
  • Confirm triggers fire properly
  • Test on mobile email clients

Compliance Requirements:

  • CAN-SPAM: Physical address, unsubscribe link
  • GDPR: Explicit consent, right to deletion
  • CCPA: Clear opt-out mechanism
  • All: Honor unsubscribes within 10 days

Quality Standards

  • Every email individually crafted
  • Every sequence has clear conversion path
  • Every trigger strategically placed
  • Every message feels personal
  • Every workflow tested and optimized

Additional Resources

Reference Files

  • references/automation-templates.md - Workflow templates and sequences