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Business Model Review

Organization
devcodex-labs
business-model-review

商业模型审查专家 Owner — 当任务涉及商业化、定价、套餐、成本收益、收入模型、运营负担、市场渠道、付费路径、商业风险或长期可持续性时使用；要求把技术方案和产品范围绑定到价值交换、成本结构和可持续运营。

Overview

Publisherdevcodex-labs
Repositorydevcodex
Skill namebusiness-model-review
Stars
433
Forks
44
Bundled files
1
LicenseAGPL-3.0
Links
Skill sourceRepositoryHomepage
  • 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.

  • 1 bundled files

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

  • Open source

    Published by devcodex-labs on GitHub. Read the source before you install it.

Installation

Install the Business Model Review 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/devcodex-labs/devcodex/tree/main/content/skills/business-model-review
  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/devcodex-labs/devcodex.git /tmp/devcodex
mkdir -p .claude/skills
cp -r /tmp/devcodex/content/skills/business-model-review .claude/skills/business-model-review
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Business Model Review 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 Business Model Review 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 Business Model Review 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.

Business Model Review Skill

定位

本 Skill 负责商业模型审查 Owner 视角。它是 P3 条件触发能力，只在商业化、定价、运营、成本收益、付费路径或长期可持续性出现时启用。它不替代财务预测、法律税务建议或普通研发工作量估算。

触发条件

场景是否触发
用户要求商业模式、定价、套餐、付费、成本收益、ROI、运营、市场或可持续性判断必须
功能会影响付费路径、套餐权益、用量计费、服务成本、人工运营或渠道策略必须
技术方案需要解释长期维护成本、商业风险或资源消耗与价值是否匹配可选，命中商业语义时触发
单纯开发工作量估算、内部技术债、普通性能成本N/A + skipReason

核心门禁

Gate要求证据
BusinessModelReviewGate商业判断必须绑定价值交换、成本结构、定价和运营风险valueExchange、revenueCostModel
ValueExchangeGate谁付费、为什么付费、替代方案和价值感知必须清楚valueExchange
RevenueCostGate收入来源、成本驱动、毛利风险、用量成本和人工成本必须列出revenueCostModel
PricingPackagingGate定价、套餐、权益、限制、升级路径和公平性必须成体系pricingPackaging
MarketChannelGate目标市场、用户分层、渠道、采购/决策链路必须说明marketSegmentChannel
OperationalSustainabilityGate支持、交付、合规、SLA、TCO 和长期维护不能缺位operationalRisk、sustainabilityTco

执行步骤

  1. 识别商业问题：付费对象、使用者、决策者、价值交换和替代方案。
  2. 建立收入与成本模型：收入来源、成本驱动、用量曲线、人工运营和维护负担。
  3. 审查定价与套餐：权益、限制、升级路径、试用、退款、边界和公平性。
  4. 审查市场与渠道：目标细分、采购链路、渠道约束和运营依赖。
  5. 审查长期可持续性：TCO、SLA、支持、合规、毛利风险和退出策略。
  6. 输出决策边界：本阶段采用、延后、拒绝或需要用户/业务确认的事项。

输出字段

markdown
## BusinessModelReviewGate

| 字段 | 内容 |
|------|------|
| valueExchange | 付费对象、使用者、决策者、价值、替代方案 |
| revenueCostModel | 收入来源、成本驱动、用量成本、人工成本、毛利风险 |
| pricingPackaging | 定价、套餐、权益、限制、升级、试用、退款 |
| marketSegmentChannel | 用户分层、市场、渠道、采购链路、运营依赖 |
| operationalRisk | 支持、交付、合规、SLA、客户成功、人工流程 |
| sustainabilityTco | 长期维护、资源消耗、TCO、退出策略 |
| decisionBoundary | 本阶段采纳、延后、拒绝、需用户确认 |
| evidenceMatrix | 判断 -> 用户目标 / 数据 / 成本 / 市场 / 文档 / 运营证据 |

反模式

反模式修正
只说“商业价值高”，没有价值交换和付费对象补 ValueExchangeGate
只看开发成本，不看运行成本和人工运营补 RevenueCostGate 与 OperationalSustainabilityGate
套餐边界靠临时 if/else 堆出来补 PricingPackagingGate 和权益模型
把商业判断伪装成确定财务预测标明假设、证据不足和需业务确认事项
商业化引入复杂度却没有退出策略补 sustainabilityTco 与 decisionBoundary

与其他 Skill 的关系

  • product-strategy：负责用户价值和范围取舍；本 Skill 负责商业闭环和可持续性。
  • growth-analytics：商业化实验、转化和收入指标需要增长分析证据。
  • api-contract-architecture：套餐、计费或权益如果影响 API，必须冻结公共契约。
  • production-readiness-sre：SLA、容量和运行成本需要 SRE 证据。

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 Business Model Review AI skill do?

商业模型审查专家 Owner — 当任务涉及商业化、定价、套餐、成本收益、收入模型、运营负担、市场渠道、付费路径、商业风险或长期可持续性时使用；要求把技术方案和产品范围绑定到价值交换、成本结构和可持续运营。

Why use Business Model Review on TypingMind?

Because you install it once and use it with any model. Business Model Review 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 Business Model Review in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/devcodex-labs/devcodex/tree/main/content/skills/business-model-review. 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 Business Model Review?

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 Business Model Review?

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

Is the Business Model Review AI skill free?

Yes. It is published on GitHub by devcodex-labs under the AGPL-3.0 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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