ai-product-canvas

构建包含数据、模型、评估与风控的 AI 产品画布

把 AI 产品设计拆成问题、数据、模型、评估、UX、负责 AI 风控和上线监控等模块，适合做 LLM 集成或 AI 功能规划时使用。会产出一张完整的 product canvas，把技术、数据和产品目标对齐并列出评估指标。着重避免做“技术好看但没解决问题”的功能。

# AI Product Canvas Skill

Define AI products with the same rigour as any product decision — but with additional layers for data, model, evaluation, and responsible AI. This canvas prevents the most common AI product failure: building a technically impressive feature that doesn't solve a real problem.

## AI Product Anti-Patterns to Check First

Before building, flag if any of these apply:
- ❌ "We should add AI to [existing feature]" — with no user problem defined
- ❌ Accuracy target undefined before build begins
- ❌ No plan for what happens when the model is wrong
- ❌ User-facing AI output with no human review or fallback
- ❌ Training data not audited for bias or quality
- ❌ No evaluation m