Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
日本語の概要は準備中です。原文の説明を表示しています。
When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold outreach emails, see cold-email. For in-app onboarding, see onboarding.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
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.
Check for product marketing context first:
If .agents/product-marketing.md exists (or .claude/product-marketing.md, or the legacy product-marketing-context.md filename, in older setups), 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:
Sequence Type
Audience Context
Goals
Depends on:
Consider:
Patterns that work:
Length: 5-7 emails over 12-14 days Goal: Activate, build trust, convert
Key emails:
Length: 6-8 emails over 2-3 weeks Goal: Build trust, demonstrate expertise, convert
Key emails:
Length: 3-4 emails over 2 weeks Trigger: 30-60 days of inactivity Goal: Win back or clean list
Key emails:
Length: 5-7 emails over 14 days Goal: Activate, drive to aha moment, upgrade Note: Coordinate with in-app onboarding—email supports, doesn't duplicate
Key emails:
For detailed templates: See references/sequence-templates.md
For detailed email type reference: See references/email-types.md
For detailed copy, personalization, and testing guidelines: See references/copy-guidelines.md
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]
Email [#]: [Name/Purpose]
Send: [Timing]
Subject: [Subject line]
Preview: [Preview text]
Body: [Full copy]
CTA: [Button text] → [Link destination]
Segment/Conditions: [If applicable]
What to measure and benchmarks
For implementation, see the tools registry. Key email tools:
| Tool | Best For | MCP | Guide |
|---|---|---|---|
| Customer.io | Behavior-based automation | - | customer-io.md |
| Klaviyo | E-commerce & B2C lifecycle, flows + campaigns | ✓ | — |
| Mailchimp | SMB email marketing | ✓ | mailchimp.md |
| Nitrosend | AI-native email (sequences via prompts) | ✓ | nitrosend.md |
| Resend | Developer-friendly transactional | ✓ | resend.md |
| SendGrid | Transactional email at scale | - | sendgrid.md |
| Kit | Creator/newsletter focused | - | kit.md |
Best fit for e-commerce and B2C lifecycle email — behavior-based flows, purchase history segmentation, revenue attribution. When Klaviyo MCP is connected:
| MCP Tool | Use For |
|---|---|
list_email_templates | Audit existing templates before designing new sequences |
create_email_template | Build HTML templates for each email in the sequence |
create_dnd_email_template | Build drag-and-drop templates |
clone_email_template | Duplicate a base template across a sequence |
get_flows | Read existing flows to audit, extend, or redesign |
get_flow_message | Pull exact copy from a flow step for rewrite |
get_flow_report | Get open/click performance per flow step |
create_campaign | Create one-time sends (newsletters, announcements) |
get_campaign_report | Measure campaign performance |
get_lists + get_segments | Understand audience before designing segmentation logic |
query_metric_aggregates | Pull open rate, click rate, and revenue metrics |
get_coupons + get_coupon_codes | Reference discount codes for re-engagement emails |
Flow creation gap: MCP can read existing flows and create templates and campaigns, but cannot create automated flows. Flow setup (trigger conditions, delays, branching) is done in the Klaviyo UI after templates are built here.
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
日本語の概要は準備中です。原文の説明を表示しています。
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
日本語の概要は準備中です。原文の説明を表示しています。
Format CVs for academic positions with publications, grants, and teaching
日本語の概要は準備中です。原文の説明を表示しています。
Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.
日本語の概要は準備中です。原文の説明を表示しています。
Create accessibility testing plans covering assistive technologies and WCAG criteria.
日本語の概要は準備中です。原文の説明を表示しています。
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.
日本語の概要は準備中です。原文の説明を表示しています。