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Opc Growth Playbook

Community
huaxialucaicaizi
opc-growth-playbook

Use when a one-person company (OPC/一人公司) or solo founder in China needs a cold-start growth plan on Xiaohongshu, Douyin or WeChat Channels (小红书、抖音、视频号) for an AI product or service. Builds a growth funnel with defined metrics, a prioritized experiment pool, a content calendar and short-video script outlines, plus a weekly review. Uses only the user's own data, no invented benchmarks, and flags ad-labeling rules.

Overview

Publisherhuaxialucaicaizi
Repositoryai-startup-skills
Skill nameopc-growth-playbook
Stars
616
Forks
33
Bundled files
11
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 11 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by huaxialucaicaizi on GitHub. Read the source before you install it.

Installation

Install the Opc Growth Playbook AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/huaxialucaicaizi/ai-startup-skills/tree/main/skills/opc-growth-playbook
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/huaxialucaicaizi/ai-startup-skills.git /tmp/ai-startup-skills
mkdir -p .claude/skills
cp -r /tmp/ai-startup-skills/skills/opc-growth-playbook .claude/skills/opc-growth-playbook
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Opc Growth Playbook in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Opc Growth Playbook on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Opc Growth Playbook is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

一人公司增长获客 / OPC Growth Playbook

帮一人公司在小红书、抖音、视频号做冷启动:从定位出发,搭增长漏斗、排增长实验、出内容日历和口播脚本,每周按真实数据复盘。

本 skill 不讲通用增长理论,只做五件事:定位确认、漏斗与指标、实验池、内容日历与脚本、周复盘。

输入

缺什么就问什么;无法追问时标"待补充"继续:

  • 产品 / 服务一句话、目标用户、核心卖点(有验证结论更好,例如"给谁 / 解决什么 / 卖点 / 付多少钱")
  • 想做的平台:小红书 / 抖音 / 视频号(可多选)
  • 现有账号情况:是否已有账号、已有内容和数据(只用用户提供的数据)
  • 每周可投入的时间、能否出镜、能否投流及预算
  • 转化路径:私信 / 加微信 / 落地页 / 店铺 / 小程序

工作流

1. 定位确认

用 references/positioning-check.md:一句话定位、目标用户画像、3 个内容支柱、账号人设。和 BP、验证结论中的定位保持一致;有冲突时指出并请用户选。

2. 漏斗与指标

用 references/growth-funnel.md:曝光 → 互动 → 关注 / 留资 → 咨询 → 付费 → 复购 / 转介绍,每层写清指标定义和数据来源(平台后台、表格记录)。

  • 没有历史数据时,目标一律写"首周跑基线,第二周起按自己的数据设目标"。
  • 不提供"行业平均"互动率、转化率。

3. 增长实验池

用 references/experiment-pool.md:把想法写成"假设 → 做法 → 指标 → 判断标准 → 周期",用 ICE(影响 / 信心 / 容易度,各 1–5 分,用户自评)排序,每周最多同时跑 2–3 个(建议值,可自行调整)。用户不在场、无法自评时,给出"建议分 + 理由"并标"待用户确认"。

  • 样本很小(例如单条内容)时,结论只能是"继续观察"或"调整",不要据此宣布实验成功。

4. 内容日历与口播脚本

  • references/content-calendar.md:按内容支柱排 2–4 周日历,标平台、形式(图文 / 短视频 / 直播)、选题、目标指标、行动引导。
  • references/video-script.md:口播结构"开头钩子 → 痛点场景 → 方案演示 → 证据 → 行动引导",证据只用真实案例或数据,没有就写"待补充"。
  • 同一选题可按平台改写,平台规则以各平台官方规则为准。

5. 合规检查

用 references/compliance.md 逐项检查:广告标识、不虚假宣传、AI 生成内容标识、未上线产品如实说明。

6. 周复盘

用 templates/weekly-review.md:记录各层真实数据、实验结论(继续 / 调整 / 停止)、下周计划。没有数据的格子写"未记录",不估算。

最终按 templates/growth-plan.md 输出。

可选衔接(不依赖其他 skill)

  • 有想法验证结论时,直接用其中胜出的卖点和目标人群。
  • 有 BP 时,读取定位与目标客户,保持口径一致;增长数据可回填 BP 的"进展"(标注"实际数据"及统计时间)。
  • 成交环节的定价、报价、私域成交可配合第 6 步定价与成交:opc-pricing-sales。

硬性规则

  • 不编造粉丝数、播放量、互动率、转化率和"行业基准";用户没提供的写"待补充"。
  • 阈值和频率没有出处的,标"建议值,可自行调整"。
  • 不教刷量、买粉、搬运他人内容、虚假测评。
  • 推广内容按 references/compliance.md 标识;平台规则以各平台官方规则为准,本 skill 不复述未核实的平台规则。
  • 本 skill 不构成法律意见。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Opc Growth Playbook AI skill do?

Use when a one-person company (OPC/一人公司) or solo founder in China needs a cold-start growth plan on Xiaohongshu, Douyin or WeChat Channels (小红书、抖音、视频号) for an AI product or service. Builds a growth funnel with defined metrics, a prioritized experiment pool, a content calendar and short-video script outlines, plus a weekly review. Uses only the user's own data, no invented benchmarks, and flags ad-labeling rules.

Why use Opc Growth Playbook on TypingMind?

Because you install it once and use it with any model. Opc Growth Playbook is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Opc Growth Playbook in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/huaxialucaicaizi/ai-startup-skills/tree/main/skills/opc-growth-playbook. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Opc Growth Playbook?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Opc Growth Playbook?

As many as you like. As long as a model supports skills, you can use Opc Growth Playbook with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Opc Growth Playbook AI skill free?

Yes. It is published on GitHub by huaxialucaicaizi under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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