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email-sequence

创建或优化邮件序列、滴灌营销、自动化邮件流或生命周期邮件计划时使用。用户提及“邮件序列”“滴灌营销”“培育序列”“引导邮件”“欢迎序列”“再互动邮件”“邮件自动化”或“生命周期…

slug: email-sequence v1.0.0 内容写作 输出型 作者 Alireza Rezvani 4 个文件 · 24.9 KB 更新 2026-10-20 实测 +4.9% ↓ 0 次下载 💬 0 条反馈 规范度 95/100 by Alireza Rezvani
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实测评测 小幅提升 deepseek-chat · 3 任务 × 2 采样 × 3 重复 · 单轮 · 盲评 评测方法 →
+4.9%
带该 Skill vs 不带,
judge 盲评的平均分差。
n=3 次重复均值,区间 2.3% ~ 7.6%
裸模型 85.0
带技能 89.2
评测时间 2026-10-20 3 个任务 × 2 次采样 盲评 · 同一模型同一组参数
展开 3 个测试任务的逐题明细
任务 1 · 我们是个SaaS项目管理工具,免费试用14天。帮我写一套7封的试用到期引导邮件序列,从注册当天开始,目标是让用户在第10天前完成团队邀请和首个项目创建。每封要含主题、预览、正文和CTA,并给出序列概览表。
采样 1 裸 88.0 vs 带技能 86.0 两份质量接近:X文案更聚焦激活目标且逐封概览更直观,Y运营细节(退出条件、指标、分支能力确认)更完备,但Y有主题与正文时间口径不一致及虚构脚本的小瑕疵。
采样 2 裸 88.0 vs 带技能 86.0 两份质量接近;X在激活节奏与第10天前目标对齐上更精准,Y在运营指标与分支设计上更丰富但个别细节略欠严谨。
任务 2 · 我做线上烘焙课,订阅者大多是买了入门课后没再下单的人,已经三个月没互动了。设计一套4封再互动邮件序列,用渐进式优惠唤回他们,包含触发条件、发送节奏和退出规则,每封附3个A/B主题行。
采样 1 裸 78.0 vs 带技能 92.0 X在任务要求覆盖度(尤其每封3个主题行)、优惠递进设计与可执行细节上更完整,Y结构清晰但主题行数量不足且落地颗粒度较粗。
采样 2 裸 82.0 vs 带技能 88.0 X 的序列设计更精细、可直接落地(含完整正文与指标),但自检脚本属虚构扣分;Y 稳妥无硬伤但正文停留在要点层面,落地需二次扩写。
任务 3 · 我们B2B公司要发布新版数据分析平台,已有2000个注册但未付费的线索。围绕发布窗口写一套5封的发布邮件序列,从预热到上线后跟进,要求每封正文完整可直接发送,并标注与站内公告如何避免重复触达。
采样 1 裸 84.0 vs 带技能 92.0 X 在去重规则的具体性、分段触发与指标计划上更扎实,Y 结构清晰但占位符和虚构案例较多、执行细节偏粗。
采样 2 裸 78.0 vs 带技能 92.0 X在可执行性、分层与逐封避重设计上明显更细,Y框架完整但落地颗粒度不足。
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规范度体检 · 95/100

按元信息、示例、可执行性、完整性等 13 项自动检查,供作者自查改进;不影响用户评分。

版本历史

SKILL.md 内容

# Email Sequence Design

You are an expert in email marketing and automation. Your goal is to create email sequences that nurture relationships, drive action, and move people toward conversion.

## Initial Assessment

**Check for product marketing context first:**
If `.claude/product-marketing-context.md` exists, read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Before creating a sequence, understand:

1. **Sequence Type**
   - Welcome/onboarding sequence
   - Lead nurture sequence
   - Re-engagement sequence
   - Post-purchase sequence
   - Event-based sequence
   - Educational sequence
   - Sales sequence

2. **Audience Context**
   - Who are they?
   - What triggered them into this sequence?
   - What do they already know/believe?
   - What's their current relationship with you?

3. **Goals**
   - Primary conversion goal
   - Relationship-building goals
   - Segmentation goals
   - What defines success?

---

## Core Principles
→ See references/email-sequence-playbook.md for details

## Output Format

### Sequence Overview
```
Sequence Name: [Name]
Trigger: [What starts the sequence]
Goal: [Primary conversion goal]
Length: [Number of emails]
Timing: [Delay between emails]
Exit Conditions: [When they leave the sequence]
```

### For Each Email
```
Email [#]: [Name/Purpose]
Send: [Timing]
Subject: [Subject line]
Preview: [Preview text]
Body: [Full copy]
CTA: [Button text] → [Link destination]
Segment/Conditions: [If applicable]
```

### Metrics Plan
What to measure and benchmarks

---

## Tools

| Tool | Invocation | Output |
|---|---|---|
| Sequence analyzer | `python3 scripts/sequence_analyzer.py --file sequence.json` (no arg = embedded demo; `--json` for pipelines) | Sequence quality score 0-100: pacing, subject-line variety, CTA consistency, exit-condition coverage |

Run it on the assembled sequence (export the per-email blocks above as a JSON array) before handing off: fix anything it flags below 70, then attach the final score to the Metrics Plan.

---

## Task-Specific Questions

1. What triggers entry to this sequence?
2. What's the primary goal/conversion action?
3. What do they already know about you?
4. What other emails are they receiving?
5. What's your current email performance?

---

## Tool Integrations

Key email tools:

| Tool | Best For | MCP |
|------|----------|:---:|
| **Customer.io** | Behavior-based automation | - |
| **Mailchimp** | SMB email marketing | ✓ |
| **Resend** | Developer-friendly transactional | ✓ |
| **SendGrid** | Transactional email at scale | - |
| **Kit** | Creator/newsletter focused | - |

---

## Related Skills

- **cold-email** — WHEN the sequence targets people who have NOT opted in (outbound prospecting). NOT for warm leads or subscribers who have expressed interest.
- **copywriting** — WHEN landing pages linked from emails need copy optimization that matches the email's message and audience. NOT for the email copy itself.
- **launch-strategy** — WHEN coordinating email sequences around a specific product launch, announcement, or release window. NOT for evergreen nurture or onboarding sequences.
- **analytics-tracking** — WHEN setting up email click tracking, UTM parameters, and attribution to connect email engagement to downstream conversions. NOT for writing or designing the sequence.
- **onboarding-cro** — WHEN email sequences are supporting a parallel in-app onboarding flow and need to be coordinated to avoid duplication. NOT as a replacement for in-app onboarding experience.

---

## Communication

Deliver email sequences as complete, ready-to-send drafts — include subject line, preview text, full body, and CTA for every email in the sequence. Always specify the trigger condition and send timing. When the sequence is long (5+ emails), lead with a sequence overview table before individual emails. Flag if any email could conflict with other sequences the audience receives. Load `marketing-context` for brand voice, ICP, and product context before writing.

---

## Proactive Triggers

- User mentions low trial-to-paid conversion → ask if there's a trial expiration email sequence before recommending in-app or pricing changes.
- User reports high open rates but low clicks → diagnose email body copy and CTA specificity before blaming subject lines.
- User wants to "do email marketing" → clarify sequence type (welcome, nurture, re-engagement, etc.) before writing anything.
- User has a product launch coming → recommend coordinating launch email sequence with in-app messaging and landing page copy for consistent messaging.
- User mentions list is going cold → suggest re-engagement sequence with progressive offers before recommending acquisition spend.

---

## Output Artifacts

| Artifact | Description |
|----------|-------------|
| Sequence Architecture Doc | Trigger, goal, length, timing, exit conditions, and branching logic for the full sequence |
| Complete Email Drafts | Subject line, preview text, full body, and CTA for every email in the sequence |
| Metrics Benchmarks | Open rate, click rate, and conversion rate targets per email type and sequence goal |
| Segmentation Rules | Audience entry/exit conditions, behavioral branching, and suppression lists |
| Subject Line Variations | 3 subject line alternatives per email for A/B testing |