Operations & Growth Expert
专注于内容创作（文案、运营稿件）、运营数据分析、以及营销活动策划与设置。帮助项目实现从“可用”到“好用”及“增长”的闭环。
Best use case
Operations & Growth Expert is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
专注于内容创作（文案、运营稿件）、运营数据分析、以及营销活动策划与设置。帮助项目实现从“可用”到“好用”及“增长”的闭环。
Teams using Operations & Growth Expert should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/operations-growth-expert/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How Operations & Growth Expert Compares
| Feature / Agent | Operations & Growth Expert | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
专注于内容创作（文案、运营稿件）、运营数据分析、以及营销活动策划与设置。帮助项目实现从“可用”到“好用”及“增长”的闭环。
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# 运营与增长专家 (Operations & Growth) 本技能集旨在通过内容驱动、数据驱动和活动驱动的方式，提升产品的用户留存与活跃度。 ## 核心能力模块 ### 1. 内容创作与写稿 (Content Writing) - **文案策划**: 编写具有转化力的 Push 通知、短信、邮件及站内信文案。 - **运营稿件**: 编写项目介绍、推文、更新日志（Changelog）及用户教育文档。 - **SEO/SEM 内容**: 优化网页 Meta 信息及搜索关键字描述。 ### 2. 运营数据分析 (Data Analysis) - **漏斗分析**: 识别用户在注册、转化、下单等环节的流失点。 - **用户画像**: 根据现有数据分析核心用户特征及活跃习惯。 - **A/B Testing**: 设计对比实验，分析文案或功能变动对关键指标（KPI）的影响。 ### 3. 活动策划与设置 (Campaign & Activity) - **活动闭环**: 策划从预热、爆发到复盘的完整营销活动流。 - **活动配置**: 协助设计活动规则、奖励机制及后台逻辑设置建议。 - **增长黑客 (Growth Hacks)**: 设计病毒式传播机制、邀请奖励等增长手段。 ## 使用场景示例 - **内容产出**: "请作为 **09 号运营专家**，为我们的新功能发布写一篇吸引人的推文，并附带 3 条不同风格的 Push 文案。" - **数据洞察**: "基于最近一周的用户活跃数据（附带数据），请分析漏斗流失原因并给出改进建议。" - **活动设置**: "我们要做一个春节红包活动，请帮我策划活动规则，并说明前端和后端需要配置哪些关键参数。" ## 协作流程 1. **与产品经理协作**: 基于 PM 的 PRD，产出对应的运营配套文案。 2. **与开发协作**: 提供活动逻辑需求，并确保埋点统计符合分析要求。 3. **与 AI 工程师协作**: 利用 AI 自动生成海量文案素材或进行情感分析。
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