ai-email-sequence

ai-email-sequence Conversion Experiment Assistant

Quick Start

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Overview

The Conversion Experiment Assistant is used to answer "Is this change worth testing?", content production, copy optimization, and publishing preparation. It is suitable for content creators, marketers, operations teams, and content media to invoke after clarifying business goals, content materials, or analysis targets. It combines the topic, draft or reference materials, pasted topic, draft, channel requirements, reference materials, selling point information, or publishing goals, and other inputs to organize key context and output email cadence diagnostics, subject line suggestions, and rewritten drafts, making it easy to continue execution, review, or delivery. Capability positioning supplement: email sequences are suitable for conversion into copyable, reviewable growth materials.

When to Use

Applicable Scenarios

• Users ask questions like "Is this change worth testing?" and need to quickly break down goals, determine priorities, and form executable results
• Content creators, marketers, operations teams, and content media need to generate email cadence diagnostics, subject line suggestions, and rewritten drafts around the Conversion Experiment Assistant
• Users have already prepared content goals (explain the desired publishing goals, conversion goals, rewriting direction, or evaluation criteria.), target audience (explain the audience, roles, purchase stage, or usage scenarios the content is aimed at.), and reference content links (fill in publicly accessible articles, pages, competitor content, or reference links; for restricted content, please upload or paste instead.), and want to organize them into executable analysis or optimization results
• Users need to turn Conversion Experiment Assistant-related materials into clear conclusions, priorities, and next actions

How to Invoke

Invoke the AI Skills API directly through the exported Python runner:

Command Example

Basic Invocation

python3 scripts/run.py --params '{}'

Invocation with Common Parameters

python3 scripts/run.py --params '{"goal":"内容目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
goal	string	No	-	Explain the desired publishing goals, conversion goals, rewriting direction, or evaluation criteria
audience	string	No	-	Explain the audience, roles, purchase stage, or usage scenarios the content is aimed at
materialUrl	string	No	-	Fill in publicly accessible articles, pages, competitor content, or reference links; for restricted content, please upload or paste instead; a complete accessible URL must be provided
materialFile	string	No	-	Upload drafts, brand materials, channel requirements, reference materials, or content planning files
materialText	string	No	-	Paste the topic, draft, channel requirements, reference materials, selling point information, or publishing goals
brandRequirements	string	No	-	Supplement brand tone, channel rules, format requirements, unchangeable facts, compliance restrictions, or pre-publishing review priorities

See the complete machine-readable parameter structure at references/form-schema.json。

Parameter Value Reference

This skill currently has no categorical parameters that require additional lookup tables.

Supported Input Formats

This skill directly accepts JSON parameters; if the parameters include link fields, please provide complete, accessible URLs.

Example request

The example parameters below can be passed directly to scripts/run.py, and the runner will send them to the AI Skills API.

python3 scripts/run.py --params '{"goal":"内容目标"}'

Equivalent --params JSON：

{
  "goal": "内容目标"
}

Example return result

{
  "success": true,
  "data": {
    "message": "示例结果请以技能真实返回结构为准。"
  },
  "meta": {
    "executionTime": 842,
    "cached": false
  }
}

Deliverables

• Email cadence diagnosis, subject line suggestions, rewritten draft: organize the core results around the user's goals that can be directly read, reviewed, or delivered.
• Interpretation of input materials: combine the content goal (state the desired publishing goal, conversion goal, rewriting direction, or evaluation criteria.), target audience (state the audience, role, buying stage, or use scenario the content is intended for.), reference content links (provide publicly accessible articles, pages, competitor content, or reference links; for restricted content, please upload or paste instead.) to extract key context and the basis for judgment.
• Next steps: provide priorities, execution suggestions, or a content framework that can be further developed.

Suggestions for using the results

• First determine whether the output answers the user's core question about the "Conversion Experiment Assistant".
• Then check whether the results cover the email cadence diagnosis, subject line suggestions, and rewritten draft, and whether clear next steps are provided.
• If the input materials are limited, it is recommended to have the user supplement the goals, audience, constraints, or source materials before running.

Preparation before running

• AISKILLS_BASE_URL: default https://ai-skills.ai
• AISKILLS_API_KEY: required, used for authenticated calls
• AISKILLS_TENANT_ID: default default