Product Framework

Design and visualize AI product frameworks including layered architecture, value chains, capability maps, and competitive positioning for product managers.

Security Scan

The skill is an instruction-only product-framework helper that contains templates and guidance and does not request credentials, install code, or perform unexpected actions—its declared purpose matches its content.

Purpose & Capability

Name/description (AI product frameworks, diagrams, competitive positioning) align with the included markdown templates and guidance. There are no unrelated requirements (no binaries, creds, or config paths).

Instruction Scope

SKILL.md limits behavior to building frameworks, filling templates, and optionally visualizing via Mermaid; it only references the provided reference files when needed. It does not instruct reading user system files, environment variables, or sending data to external endpoints. It does mention using the mermaid-diagram skill for visuals, which is an expected cross-skill call.

Install Mechanism

No install spec and no code files—this is instruction-only, so nothing is written to disk or downloaded. Low installation risk.

Credentials

No environment variables, credentials, or config paths are requested. The skill's needs are minimal and consistent with its stated purpose.

Persistence & Privilege

always is false and the skill does not request persistent/system-level privileges or to modify other skills. Autonomous invocation is allowed by platform default but does not combine with other concerning privileges here.

Assessment

This skill is instruction-only and appears coherent with its stated purpose (product framework templates and guidance). It will operate on conversation content and the included reference files—there is no code to install and it requests no secrets. If you are concerned about visuals, review the mermaid-diagram skill it references (visualization is delegated there). Avoid pasting sensitive secrets or proprietary text into prompts if you want to limit exposure; otherwise this skill is appropriate for product planning and framing tasks.

Help AI product managers structure product thinking into clear, communicable frameworks.

Core Frameworks

1. 产品分层架构（Layered Architecture）

Standard 4-layer model for AI products:

┌─────────────────────────────┐
│        用户体验层            │  交互、界面、触点
├─────────────────────────────┤
│        产品能力层            │  核心功能、AI 能力
├─────────────────────────────┤
│        数据/模型层           │  数据资产、算法模型
├─────────────────────────────┤
│        基础设施层            │  计算、存储、平台
└─────────────────────────────┘

Use this when mapping "what the product is made of."

2. 用户价值框架（Value Framework）

用户痛点 → 解决方案 → 差异化价值 → 商业模式

Use this when articulating "why this product matters."

3. 能力地图（Capability Map）

Map capabilities to: Core（护城河）/ Supporting（支撑）/ Commodity（通用）

4. 竞品定位矩阵

Pick 2 key dimensions → plot competitors → find whitespace.

Process

1. 理解产品方向 — 问清楚产品是什么、面向谁、解决什么问题
2. 选择合适框架 — 根据目的选框架（架构图 / 价值链 / 竞品对比）
3. 填充内容 — 按层次逐步填入具体内容
4. 输出文档 — Markdown 表格 + Mermaid 图（参见 mermaid-diagram skill）

Output Format

• 用 Markdown 结构化输出，带标题层级
• 关键框架用 Mermaid mindmap 或 flowchart 可视化
• 每个框架组件附一句话说明

Reference Files

• references/framework-templates.md — 常用框架模板（可直接填充使用）
• references/ai-product-patterns.md — AI 产品常见模式（AIGC、推荐、搜索、对话等）

Read references when: user asks for a specific framework type, or when building frameworks for AI-specific product categories.